results.csv

model,objectnet-1.0-beta,val,imagenetv2-matched-frequency-format-val,greyscale,imagenet-a,imagenet-r,imagenet-sketch,imagenet-vid-robust_pm0,imagenet-vid-robust_pm10,imagenetv2-threshold-0.7-format-val,imagenetv2-top-images-format-val,stylized_imagenet,val-on-imagenet-a-classes,val-on-imagenet-r-classes,val-on-vid-robust-classes,val-on-ytbb-robust-classes,ytbb-robust_pm0,ytbb-robust_pm10,val-on-objectnet-classes,imagenet-c.impulse_noise.5_on-disk,imagenet-c.brightness.1_in-memory,imagenet-c.jpeg_compression.1_in-memory,imagenet-c.brightness.1_on-disk,imagenet-c.jpeg_compression.1_on-disk,imagenet-c.brightness.2_in-memory,imagenet-c.jpeg_compression.2_in-memory,imagenet-c.brightness.2_on-disk,imagenet-c.jpeg_compression.2_on-disk,imagenet-c.brightness.3_in-memory,imagenet-c.jpeg_compression.3_in-memory,imagenet-c.jpeg_compression.3_on-disk,imagenet-c.brightness.3_on-disk,imagenet-c.jpeg_compression.4_in-memory,imagenet-c.brightness.4_in-memory,imagenet-c.jpeg_compression.4_on-disk,imagenet-c.brightness.4_on-disk,imagenet-c.jpeg_compression.5_in-memory,imagenet-c.brightness.5_in-memory,imagenet-c.jpeg_compression.5_on-disk,imagenet-c.brightness.5_on-disk,imagenet-c.motion_blur.1_in-memory,imagenet-c.contrast.1_in-memory,imagenet-c.motion_blur.1_on-disk,imagenet-c.contrast.1_on-disk,imagenet-c.motion_blur.2_in-memory,imagenet-c.contrast.2_in-memory,imagenet-c.motion_blur.2_on-disk,imagenet-c.contrast.2_on-disk,imagenet-c.motion_blur.3_in-memory,imagenet-c.contrast.3_in-memory,imagenet-c.motion_blur.3_on-disk,imagenet-c.contrast.3_on-disk,imagenet-c.motion_blur.4_in-memory,imagenet-c.contrast.4_in-memory,imagenet-c.motion_blur.4_on-disk,imagenet-c.contrast.4_on-disk,imagenet-c.motion_blur.5_in-memory,imagenet-c.contrast.5_in-memory,imagenet-c.motion_blur.5_on-disk,imagenet-c.contrast.5_on-disk,imagenet-c.pixelate.1_in-memory,imagenet-c.defocus_blur.1_in-memory,imagenet-c.pixelate.1_on-disk,imagenet-c.defocus_blur.1_on-disk,imagenet-c.pixelate.2_in-memory,imagenet-c.defocus_blur.2_in-memory,imagenet-c.pixelate.2_on-disk,imagenet-c.defocus_blur.2_on-disk,imagenet-c.pixelate.3_in-memory,imagenet-c.defocus_blur.3_in-memory,imagenet-c.pixelate.3_on-disk,imagenet-c.defocus_blur.3_on-disk,imagenet-c.pixelate.4_in-memory,imagenet-c.defocus_blur.4_in-memory,imagenet-c.pixelate.4_on-disk,imagenet-c.defocus_blur.4_on-disk,imagenet-c.pixelate.5_in-memory,imagenet-c.defocus_blur.5_in-memory,imagenet-c.pixelate.5_on-disk,imagenet-c.defocus_blur.5_on-disk,imagenet-c.saturate.1_in-memory,imagenet-c.elastic_transform.1_in-memory,imagenet-c.saturate.1_on-disk,imagenet-c.elastic_transform.1_on-disk,imagenet-c.saturate.2_in-memory,imagenet-c.elastic_transform.2_in-memory,imagenet-c.saturate.2_on-disk,imagenet-c.elastic_transform.2_on-disk,imagenet-c.saturate.3_in-memory,imagenet-c.elastic_transform.3_in-memory,imagenet-c.saturate.3_on-disk,imagenet-c.elastic_transform.3_on-disk,imagenet-c.saturate.4_in-memory,imagenet-c.elastic_transform.4_in-memory,imagenet-c.saturate.4_on-disk,imagenet-c.elastic_transform.4_on-disk,imagenet-c.saturate.5_in-memory,imagenet-c.elastic_transform.5_in-memory,imagenet-c.saturate.5_on-disk,imagenet-c.fog.1_in-memory,imagenet-c.fog.1_on-disk,imagenet-c.fog.2_in-memory,imagenet-c.fog.2_on-disk,imagenet-c.fog.3_in-memory,imagenet-c.fog.3_on-disk,imagenet-c.fog.4_in-memory,imagenet-c.fog.4_on-disk,imagenet-c.fog.5_in-memory,imagenet-c.fog.5_on-disk,imagenet-c.frost.1_in-memory,imagenet-c.frost.1_on-disk,imagenet-c.frost.2_in-memory,imagenet-c.frost.2_on-disk,imagenet-c.frost.3_in-memory,imagenet-c.frost.3_on-disk,imagenet-c.frost.4_in-memory,imagenet-c.frost.4_on-disk,imagenet-c.frost.5_in-memory,imagenet-c.frost.5_on-disk,imagenet-c.gaussian_blur.1_in-memory,imagenet-c.gaussian_blur.1_on-disk,imagenet-c.gaussian_blur.2_in-memory,imagenet-c.elastic_transform.5_on-disk,imagenet-c.gaussian_blur.2_on-disk,imagenet-c.gaussian_blur.3_in-memory,imagenet-c.gaussian_blur.3_on-disk,imagenet-c.gaussian_blur.4_in-memory,imagenet-c.gaussian_blur.4_on-disk,imagenet-c.gaussian_blur.5_in-memory,imagenet-c.gaussian_blur.5_on-disk,imagenet-c.gaussian_noise.1_in-memory,imagenet-c.gaussian_noise.1_on-disk,imagenet-c.gaussian_noise.2_in-memory,imagenet-c.gaussian_noise.2_on-disk,imagenet-c.gaussian_noise.3_in-memory,imagenet-c.gaussian_noise.3_on-disk,imagenet-c.gaussian_noise.4_in-memory,imagenet-c.gaussian_noise.4_on-disk,imagenet-c.gaussian_noise.5_in-memory,imagenet-c.gaussian_noise.5_on-disk,imagenet-c.glass_blur.1_on-disk,imagenet-c.glass_blur.2_on-disk,imagenet-c.glass_blur.3_on-disk,imagenet-c.glass_blur.4_on-disk,imagenet-c.glass_blur.5_on-disk,imagenet-c.impulse_noise.1_in-memory,imagenet-c.impulse_noise.1_on-disk,imagenet-c.impulse_noise.2_in-memory,imagenet-c.impulse_noise.2_on-disk,imagenet-c.impulse_noise.3_in-memory,imagenet-c.impulse_noise.3_on-disk,imagenet-c.impulse_noise.4_in-memory,imagenet-c.impulse_noise.4_on-disk,imagenet-c.impulse_noise.5_in-memory,imagenet-c.shot_noise.1_in-memory,imagenet-c.shot_noise.1_on-disk,imagenet-c.shot_noise.2_in-memory,imagenet-c.shot_noise.2_on-disk,imagenet-c.shot_noise.3_in-memory,imagenet-c.shot_noise.3_on-disk,imagenet-c.shot_noise.4_in-memory,imagenet-c.shot_noise.4_on-disk,imagenet-c.shot_noise.5_in-memory,imagenet-c.shot_noise.5_on-disk,imagenet-c.snow.1_in-memory,imagenet-c.snow.1_on-disk,imagenet-c.snow.2_in-memory,imagenet-c.snow.2_on-disk,imagenet-c.snow.3_in-memory,imagenet-c.snow.3_on-disk,imagenet-c.snow.4_in-memory,imagenet-c.snow.4_on-disk,imagenet-c.snow.5_in-memory,imagenet-c.snow.5_on-disk,imagenet-c.spatter.1_in-memory,imagenet-c.spatter.1_on-disk,imagenet-c.spatter.2_in-memory,imagenet-c.spatter.2_on-disk,imagenet-c.spatter.3_in-memory,imagenet-c.spatter.3_on-disk,imagenet-c.spatter.4_in-memory,imagenet-c.spatter.4_on-disk,imagenet-c.spatter.5_in-memory,imagenet-c.spatter.5_on-disk,imagenet-c.speckle_noise.1_in-memory,imagenet-c.speckle_noise.1_on-disk,imagenet-c.speckle_noise.2_in-memory,imagenet-c.speckle_noise.2_on-disk,imagenet-c.speckle_noise.3_in-memory,imagenet-c.speckle_noise.3_on-disk,imagenet-c.speckle_noise.4_in-memory,imagenet-c.speckle_noise.4_on-disk,imagenet-c.speckle_noise.5_in-memory,imagenet-c.speckle_noise.5_on-disk,imagenet-c.zoom_blur.1_in-memory,imagenet-c.zoom_blur.1_on-disk,imagenet-c.zoom_blur.2_in-memory,imagenet-c.zoom_blur.2_on-disk,imagenet-c.zoom_blur.3_in-memory,imagenet-c.zoom_blur.3_on-disk,imagenet-c.zoom_blur.4_in-memory,imagenet-c.zoom_blur.4_on-disk,imagenet-c.zoom_blur.5_in-memory,imagenet-c.zoom_blur.5_on-disk,pgd.linf.eps0.5,pgd.linf.eps2,pgd.l2.eps0.1,pgd.l2.eps0.5,defocus_blur_on-disk,defocus_blur_in-memory,saturate_in-memory,gaussian_noise_in-memory,contrast_in-memory,elastic_transform_on-disk,fog_in-memory,speckle_noise_on-disk,fog_on-disk,pixelate_in-memory,contrast_on-disk,zoom_blur_on-disk,speckle_noise_in-memory,saturate_on-disk,gaussian_blur_in-memory,brightness_in-memory,shot_noise_in-memory,snow_in-memory,snow_on-disk,shot_noise_on-disk,gaussian_blur_on-disk,frost_in-memory,brightness_on-disk,spatter_on-disk,gaussian_noise_on-disk,impulse_noise_on-disk,glass_blur_on-disk,jpeg_compression_in-memory,jpeg_compression_on-disk,motion_blur_in-memory,elastic_transform_in-memory,impulse_noise_in-memory,pixelate_on-disk,frost_on-disk,motion_blur_on-disk,zoom_blur_in-memory,spatter_in-memory,avg_corruptions,avg_imagenet_c_in_memory,avg_imagenet_c_on_disk,avg_pgd
efficientnet-l2-noisystudent,68.45090202009291,88.32200622558594,80.8499984741211,86.50200653076172,84.85333251953125,74.67333221435547,47.64094543457031,88.00721370604148,82.14607754733994,85.81999969482422,88.18999481201172,50.33000183105469,98.54999542236328,97.79000091552734,99.65972222222223,99.6017316017316,67.6847290640394,63.54679802955665,93.12000274658203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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FixResNeXt101_32x48d,58.01015447769255,86.2560043334961,77.7699966430664,82.53800201416016,68.65333557128906,79.90333557128906,59.04026794433594,86.02344454463481,72.31740306582508,84.50999450683594,87.50999450683594,37.492000579833984,97.8699951171875,97.25999450683594,99.59722222222223,99.54978354978356,69.35960591133005,57.78325123152709,90.656005859375,27.160001754760742,86.08600616455078,82.12000274658203,81.86200714111328,75.48400115966797,85.62000274658203,80.6760025024414,81.23200225830078,72.54400634765625,84.76200103759766,79.51600646972656,70.20000457763672,79.9800033569336,75.58800506591797,83.4540023803711,62.67200469970703,78.07000732421875,68.81999969482422,81.5300064086914,53.00800323486328,74.97600555419922,84.23600769042969,85.88800048828125,77.05400085449219,79.2300033569336,80.97000122070312,85.35000610351562,69.61199951171875,77.08000183105469,74.08600616455078,84.44200134277344,55.96000289916992,72.02400207519531,62.85200119018555,80.7300033569336,39.62200164794922,53.34400177001953,53.974002838134766,71.74400329589844,29.906002044677734,24.878000259399414,82.83600616455078,82.71000671386719,77.94200134277344,73.802001953125,82.6780014038086,79.79400634765625,75.94600677490234,67.25800323486328,77.5060043334961,71.6500015258789,71.04400634765625,52.118003845214844,71.94000244140625,61.79600143432617,62.070003509521484,38.2660026550293,69.54199981689453,51.10000228881836,54.15800094604492,26.75200080871582,85.63800048828125,84.54600524902344,79.86600494384766,78.98600006103516,83.40800476074219,73.29000091552734,76.15400695800781,58.27400207519531,85.6500015258789,74.81200408935547,81.29200744628906,66.61000061035156,82.24400329589844,64.06600189208984,76.7800064086914,52.634002685546875,76.66200256347656,39.070003509521484,69.76800537109375,85.59400177001953,77.56400299072266,85.31600189208984,75.27200317382812,84.36400604248047,70.33000183105469,83.01200103759766,64.65800476074219,79.09000396728516,49.810001373291016,79.75,74.04199981689453,70.64400482177734,61.89200210571289,62.96400451660156,52.14400100708008,61.07200241088867,50.26400375366211,55.83000183105469,43.78200149536133,85.18000030517578,79.77000427246094,82.18400573730469,23.472002029418945,71.2540054321289,75.85800170898438,57.0680046081543,66.79600524902344,42.69000244140625,45.27800369262695,21.16400146484375,83.0060043334961,77.09000396728516,80.25200653076172,71.7040023803711,74.56200408935547,61.75800323486328,63.48800277709961,46.682003021240234,43.48600387573242,25.81800079345703,68.10800170898438,53.87600326538086,25.380001068115234,17.0,9.342000007629395,75.37600708007812,71.5040054321289,74.47000122070312,64.69200134277344,71.7820053100586,59.198001861572266,61.27400207519531,45.10600280761719,44.272003173828125,82.45800018310547,76.37000274658203,78.98600006103516,70.33600616455078,72.73600006103516,60.08400344848633,57.98600387573242,40.82200241088867,43.73200225830078,27.0260009765625,75.51399993896484,72.4000015258789,70.12800598144531,57.15400314331055,70.20800018310547,58.936004638671875,61.29600143432617,48.336002349853516,57.68000411987305,41.02000045776367,84.44400024414062,81.0040054321289,81.43600463867188,76.406005859375,77.45000457763672,70.55400085449219,68.19400024414062,64.12800598144531,61.788002014160156,54.332000732421875,82.73600769042969,77.29200744628906,80.9280014038086,74.40800476074219,72.9000015258789,63.32600402832031,66.65400695800781,54.9900016784668,57.05000305175781,43.70800018310547,73.94800567626953,67.6259994506836,65.22400665283203,58.30800247192383,59.70000457763672,50.070003509521484,52.022003173828125,42.96800231933594,44.67400360107422,35.71200180053711,,,,,51.63920249938965,69.41000366210938,82.72040252685547,68.95880432128907,81.63080291748047,55.99520149230957,83.47520294189454,62.74480361938477,67.52680282592773,76.90040283203125,61.311201858520505,50.93680191040039,72.05360412597656,76.77200622558594,71.05920333862305,84.2904037475586,67.17960128784179,66.96520233154297,55.5692024230957,54.92760314941406,54.38920364379883,66.05200271606445,79.22400512695313,69.28480377197266,56.61040267944336,53.53200263977051,34.74120121002197,77.34400329589843,66.78160400390625,71.22360382080078,67.15680313110352,65.43480377197265,68.23200378417968,56.424801635742185,54.43080139160156,59.11360473632813,74.66240234375,65.55729529062907,72.53504765828451,59.53019241533782,
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efficientnet-b8-advprop-autoaug,52.78167872961003,85.36800384521484,76.11000061035156,82.7820053100586,46.893333435058594,57.833335876464844,45.77806854248047,82.59693417493237,72.76825969341749,83.02999877929688,86.45999908447266,46.91400146484375,97.11000061035156,96.54999542236328,99.59722222222223,99.59307359307358,68.27586206896552,59.802955665024626,89.48800659179688,45.294002532958984,85.27000427246094,84.7300033569336,82.89400482177734,80.20600128173828,84.97400665283203,84.39600372314453,82.4260025024414,79.06200408935547,84.42400360107422,84.21600341796875,78.16800689697266,81.46200561523438,83.50800323486328,83.57200622558594,75.18400573730469,79.9280014038086,82.27200317382812,82.27400207519531,70.68000030517578,77.19600677490234,84.74000549316406,84.02200317382812,80.0040054321289,80.09600067138672,84.1300048828125,83.0060043334961,75.83800506591797,77.78600311279297,82.8280029296875,80.70000457763672,66.2560043334961,71.58800506591797,80.47000122070312,70.58000183105469,50.76000213623047,49.04600143432617,77.9280014038086,42.44600296020508,40.070003509521484,16.5,85.06600189208984,83.63600158691406,80.552001953125,76.2020034790039,85.21400451660156,82.47600555419922,79.46800231933594,71.47600555419922,84.32600402832031,80.18600463867188,76.13600158691406,58.884002685546875,83.28400421142578,77.51800537109375,70.49200439453125,45.58000183105469,83.10400390625,73.77200317382812,65.73400115966797,32.592002868652344,85.04000091552734,85.00200653076172,82.04000091552734,79.32400512695312,84.7820053100586,79.81200408935547,80.92200469970703,62.71600341796875,84.9320068359375,83.552001953125,82.49400329589844,73.85600280761719,83.22200775146484,81.45800018310547,80.10000610351562,64.77799987792969,80.38600158691406,72.17400360107422,75.74600219726562,83.18600463867188,77.76200103759766,82.1780014038086,74.93600463867188,80.95600128173828,70.0260009765625,79.77000427246094,65.35000610351562,76.24800109863281,51.03000259399414,81.9520034790039,77.89000701904297,75.5040054321289,68.40800476074219,69.0260009765625,59.186004638671875,67.11800384521484,57.29600143432617,61.90800476074219,50.49800109863281,85.15800476074219,80.32600402832031,83.49400329589844,37.395999908447266,73.37800598144531,80.91600036621094,62.50400161743164,78.03600311279297,49.342002868652344,70.28400421142578,29.10000228881836,84.41800689697266,80.58000183105469,83.62600708007812,77.67400360107422,82.08200073242188,72.06200408935547,78.66800689697266,61.936004638671875,68.54400634765625,41.538002014160156,75.6760025024414,66.97200012207031,38.65400314331055,28.036001205444336,16.994001388549805,83.34600067138672,78.04000091552734,81.56000518798828,75.18000030517578,79.24800109863281,72.72000122070312,72.35000610351562,63.204002380371094,60.82200241088867,84.44600677490234,80.27000427246094,83.47400665283203,77.0560073852539,82.01000213623047,71.64600372314453,77.73600006103516,58.07400131225586,72.06999969482422,44.2400016784668,80.4020004272461,77.89400482177734,76.37800598144531,66.20800018310547,73.7820053100586,68.11199951171875,66.2040023803711,59.310001373291016,64.02000427246094,48.93600082397461,84.83000183105469,82.2820053100586,82.54000091552734,79.44000244140625,82.19200134277344,76.93600463867188,79.53400421142578,74.03600311279297,76.71600341796875,68.35000610351562,84.55400085449219,80.68600463867188,84.12800598144531,79.43800354003906,82.46400451660156,73.63200378417969,80.9020004272461,68.83600616455078,78.2300033569336,60.592002868652344,76.35600280761719,73.03600311279297,69.89400482177734,66.06400299072266,61.06200408935547,58.72200393676758,52.99400329589844,51.87000274658203,43.5780029296875,43.39200210571289,,,,,56.94680328369141,79.51760406494141,83.67240447998047,79.46760559082031,72.15080337524414,63.6140022277832,80.4676025390625,72.63680419921874,67.82080307006837,84.1988037109375,59.00320205688477,58.61680297851562,82.05560302734375,80.26040344238281,79.57760314941406,84.1028045654297,79.94720306396485,72.1572036743164,64.09200134277344,66.2572036743164,58.9300033569336,71.10160369873047,80.78120422363281,76.20880432128907,66.75800323486328,66.88760147094726,45.26640167236328,83.82440338134765,76.66000366210938,82.01920318603516,80.39960327148438,75.46520309448242,74.47640228271484,62.6556037902832,62.58560409545898,60.77680358886719,81.16240234375,71.85174689659706,78.44802576700846,66.33987675717005,
BiT-M-R152x4-ILSVRC2012,50.28626984984336,85.1780014038086,75.02999877929688,80.30400085449219,58.66666793823242,55.3466682434082,43.01715850830078,86.20378719567178,73.48963029756538,81.80999755859375,85.3499984741211,37.09600067138672,97.54999542236328,96.77999877929688,99.57638888888889,99.46320346320347,72.5615763546798,61.57635467980296,90.1760025024414,41.32600021362305,85.04200744628906,80.5040054321289,79.3080062866211,75.31000518798828,84.4580078125,79.4280014038086,78.76000213623047,73.67000579833984,83.27200317382812,78.84400177001953,72.50800323486328,77.57000732421875,76.6520004272461,81.47000122070312,68.1300048828125,75.27400207519531,73.37000274658203,78.83600616455078,61.92400360107422,71.75,82.36800384521484,84.6820068359375,74.7300033569336,77.27400207519531,80.23400115966797,84.2760009765625,69.48600006103516,75.53400421142578,75.89600372314453,82.8740005493164,59.83000183105469,71.38200378417969,68.09200286865234,78.18600463867188,46.78000259399414,54.6400032043457,61.86600112915039,68.54199981689453,37.94600296020508,25.8960018157959,82.31800079345703,79.70600128173828,77.04400634765625,70.70600128173828,82.46000671386719,77.16000366210938,75.9000015258789,65.91600036621094,80.08800506591797,72.08000183105469,71.57400512695312,54.538002014160156,77.31000518798828,66.31600189208984,61.97200393676758,42.91400146484375,75.5040054321289,59.25400161743164,52.500003814697266,31.500001907348633,83.32000732421875,83.95000457763672,75.21200561523438,74.82000732421875,81.20800018310547,76.8740005493164,74.03400421142578,56.12200164794922,83.71800231933594,76.98400115966797,77.49600219726562,65.42400360107422,79.71600341796875,69.24600219726562,72.39800262451172,52.61600112915039,74.56600189208984,49.08400344848633,65.59600067138672,84.33600616455078,74.68600463867188,83.08000183105469,71.70000457763672,80.29600524902344,66.72000122070312,76.25,61.772003173828125,68.69600677490234,49.538002014160156,81.61200714111328,74.70800018310547,76.31600189208984,65.84000396728516,71.19600677490234,57.78200149536133,70.39200592041016,56.21800231933594,66.43800354003906,50.496002197265625,82.93400573730469,76.37200164794922,78.87600708007812,24.464000701904297,68.70000457763672,74.4000015258789,57.44200134277344,69.56000518798828,45.67400360107422,56.92400360107422,25.658000946044922,81.8080062866211,75.94600677490234,79.79400634765625,72.65400695800781,76.13200378417969,65.76600646972656,69.76000213623047,54.76400375366211,57.66800308227539,38.18800354003906,67.2280044555664,55.88600158691406,27.774002075195312,20.330001831054688,14.572000503540039,79.22000122070312,73.73400115966797,77.35400390625,69.56999969482422,75.5,65.79199981689453,69.49600219726562,54.96600341796875,59.428001403808594,81.71800231933594,75.56400299072266,79.25200653076172,71.46600341796875,75.64800262451172,65.03800201416016,67.50800323486328,51.27000427246094,59.470001220703125,39.858001708984375,77.61800384521484,72.57600402832031,73.14000701904297,61.30400466918945,70.94000244140625,62.936004638671875,62.22200393676758,53.66800308227539,61.46000289916992,46.30400085449219,84.11800384521484,78.22400665283203,81.6780014038086,74.07400512695312,81.10400390625,71.7760009765625,73.8080062866211,70.08200073242188,68.43000030517578,64.44200134277344,82.53800201416016,75.83600616455078,81.07400512695312,74.0580062866211,76.61000061035156,67.10800170898438,73.01200103759766,61.36000442504883,67.53800201416016,52.76400375366211,75.13200378417969,67.75,68.49600219726562,60.58400344848633,58.03000259399414,52.85000228881836,50.85000228881836,46.608001708984375,41.79800033569336,38.87600326538086,,,,,53.11480140686035,70.90320205688477,80.50560302734375,73.03240432739258,79.71200256347656,54.689202880859376,78.53160400390625,66.22520446777344,64.883203125,79.53600463867187,60.94520301818848,53.33360214233399,76.15440216064454,72.94720306396485,72.53880462646484,82.61560516357422,72.71920318603516,69.07600402832031,59.35760345458984,60.63920288085937,54.769202423095706,73.19080505371093,76.53240356445312,71.7196029663086,61.46360549926758,61.0776008605957,37.158002090454104,77.75960235595703,70.30840454101562,73.69120254516602,71.22760238647462,72.19960174560546,67.79800415039062,61.008802032470705,57.75440216064453,58.861202239990234,77.82760314941406,67.2617363465138,74.44902551439073,61.353960880480315,
vit_large_patch16_384,54.488495192827045,85.15400695800781,75.3699951171875,79.19400024414062,53.853336334228516,54.75,43.304054260253906,89.35978358881876,78.62939585211902,82.15999603271484,85.54999542236328,40.038002014160156,97.11000061035156,96.3499984741211,99.49305555555556,99.42857142857143,71.87192118226601,62.01970443349754,89.40800476074219,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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efficientnet-b7-advprop-autoaug,51.52317165388355,85.09200286865234,75.88999938964844,82.41200256347656,46.720001220703125,53.91666793823242,41.790958404541016,83.58881875563571,73.12894499549142,82.79000091552734,86.19999694824219,41.7140007019043,97.18000030517578,96.40999603271484,99.58333333333333,99.55844155844156,67.04433497536945,58.620689655172406,89.0560073852539,27.924001693725586,85.03400421142578,84.19400024414062,82.35000610351562,79.11600494384766,84.74000549316406,83.89800262451172,81.87600708007812,77.74200439453125,84.21800231933594,83.61000061035156,76.65800476074219,80.81600189208984,82.72400665283203,83.45800018310547,73.35800170898438,79.20800018310547,81.29600524902344,82.0260009765625,67.98400115966797,76.35200500488281,84.42400360107422,83.88600158691406,78.73400115966797,79.32200622558594,83.68600463867188,83.06200408935547,72.91200256347656,76.57600402832031,81.88800048828125,80.86200714111328,59.55800247192383,69.5320053100586,78.19800567626953,70.82400512695312,39.884002685546875,43.10400390625,74.27000427246094,39.19600296020508,27.948001861572266,10.946000099182129,84.43000030517578,83.41800689697266,79.25,74.14800262451172,84.64200592041016,82.03800201416016,78.11000061035156,68.17200469970703,83.14800262451172,78.82000732421875,72.0,53.618003845214844,81.41200256347656,74.45800018310547,60.3180046081543,38.902000427246094,80.97400665283203,68.81000518798828,48.94600296020508,25.86800193786621,84.81000518798828,84.81800079345703,81.29200744628906,79.3340072631836,84.65800476074219,79.84600067138672,80.1780014038086,62.906002044677734,84.66400146484375,82.656005859375,82.01800537109375,71.86000061035156,82.74800109863281,79.13400268554688,79.28400421142578,60.590003967285156,79.74600219726562,62.25400161743164,74.24000549316406,83.1520004272461,76.89800262451172,82.37800598144531,73.97000122070312,81.22200012207031,68.71200561523438,80.41600036621094,63.46400451660156,77.15800476074219,47.22800064086914,81.04000091552734,76.48600006103516,73.36600494384766,65.3740005493164,65.59200286865234,55.01000213623047,63.68400192260742,52.89800262451172,57.63200378417969,45.58400344848633,84.8060073852539,79.656005859375,83.10800170898438,29.06800079345703,70.14400482177734,79.74600219726562,57.586002349853516,75.38600158691406,44.310001373291016,64.15800476074219,22.404001235961914,83.7540054321289,79.0040054321289,82.67200469970703,75.05000305175781,80.52800750732422,66.68400573730469,76.57400512695312,51.406002044677734,67.79600524902344,26.590002059936523,73.5580062866211,62.410003662109375,28.97800064086914,19.79400062561035,12.980000495910645,82.86600494384766,75.9800033569336,81.11800384521484,70.83399963378906,79.46200561523438,66.58600616455078,74.15400695800781,51.46800231933594,65.6240005493164,83.73600769042969,78.84000396728516,82.5060043334961,73.9540023803711,80.62200164794922,65.59600067138672,75.79800415039062,45.75200271606445,69.80599975585938,29.030000686645508,78.5320053100586,75.56400299072266,74.43000030517578,60.30600357055664,70.55599975585938,64.4540023803711,61.1140022277832,55.35000228881836,58.0160026550293,43.89600372314453,84.44400024414062,81.52800750732422,81.51600646972656,77.61600494384766,81.26000213623047,73.94800567626953,78.0560073852539,71.79600524902344,75.12000274658203,64.9780044555664,83.87600708007812,79.49600219726562,83.31200408935547,77.79200744628906,81.36400604248047,69.62200164794922,79.7540054321289,62.47200393676758,77.17200469970703,51.25400161743164,74.552001953125,70.02400207519531,65.33399963378906,61.10600280761719,55.3900032043457,52.00800323486328,45.84600067138672,44.336002349853516,37.156002044677734,35.77400207519531,60.29999923706055,18.059999465942383,80.68000030517578,,52.14160270690918,77.50880432128906,83.32520294189453,78.26480560302734,71.56600418090821,60.75160293579101,80.86520233154297,68.12720336914063,66.05440292358398,82.92120361328125,55.8960039138794,52.64960250854492,81.09560546875,79.40240478515625,77.44080352783203,83.89520263671875,78.493603515625,68.52960205078125,59.91400299072266,58.63440208435058,54.82000312805176,68.26280288696289,80.12040405273437,73.97320556640625,59.74680366516113,58.558402633666994,39.54400234222412,83.14440307617187,74.97160339355469,80.49320373535156,77.74160232543946,76.64480438232422,67.72480163574218,59.07040176391602,55.8072021484375,55.655601501464844,80.07920379638672,68.92209547972067,76.99598121643068,61.99516097620913,
BiT-M-R101x3-ILSVRC2012,45.776169385330014,84.7820053100586,73.45999908447266,78.84200286865234,52.14666748046875,50.86333465576172,36.730926513671875,83.6789900811542,71.5058611361587,80.86000061035156,84.6500015258789,30.06800079345703,97.25,96.47000122070312,99.52777777777779,99.48051948051948,71.57635467980296,60.54187192118226,89.24800109863281,33.33000183105469,84.4260025024414,80.19800567626953,78.37000274658203,74.08200073242188,83.85000610351562,78.9280014038086,77.68000030517578,72.00200653076172,82.59400177001953,78.04600524902344,70.2820053100586,76.052001953125,74.76800537109375,80.56600189208984,65.26600646972656,73.24600219726562,70.23800659179688,77.32600402832031,57.94400405883789,68.96800231933594,81.73800659179688,84.04800415039062,73.38800048828125,76.04000091552734,79.14400482177734,83.24600219726562,66.39400482177734,74.0040054321289,73.87600708007812,81.18000030517578,53.99400329589844,68.86199951171875,64.7800064086914,73.81800079345703,39.05400085449219,50.10000228881836,57.65800094604492,60.3180046081543,29.84400177001953,19.64000129699707,81.60200500488281,78.97200012207031,76.30400085449219,69.34200286865234,82.03800201416016,76.20000457763672,74.98800659179688,63.56200408935547,78.84400177001953,69.84600067138672,69.10200500488281,50.590003967285156,73.96600341796875,61.788002014160156,58.19200134277344,38.87800216674805,71.6520004272461,53.31200408935547,49.8640022277832,28.61600112915039,82.69200134277344,83.30000305175781,74.21200561523438,73.58800506591797,80.25200653076172,75.5320053100586,71.44800567626953,54.932003021240234,83.406005859375,73.46800231933594,76.60400390625,60.48400115966797,78.52200317382812,63.1140022277832,70.13400268554688,45.618003845214844,71.14600372314453,39.76000213623047,60.96400451660156,82.97400665283203,73.46200561523438,81.45600128173828,69.91000366210938,77.72400665283203,63.17200469970703,71.81800079345703,57.310001373291016,56.15400314331055,42.32200241088867,79.52800750732422,72.19800567626953,72.5,61.97600173950195,65.81000518798828,52.95000076293945,64.44600677490234,51.58400344848633,59.55000305175781,45.172000885009766,82.43000030517578,75.58800506591797,77.69200134277344,18.75,67.01000213623047,72.54000091552734,54.74400329589844,65.96600341796875,42.452003479003906,50.95000076293945,23.040000915527344,80.2040023803711,74.81000518798828,76.8280029296875,70.97400665283203,71.08800506591797,62.90200424194336,61.6660041809082,50.05800247192383,45.178001403808594,31.038002014160156,62.21800231933594,47.220001220703125,17.66200065612793,12.616000175476074,9.802000045776367,76.81000518798828,72.10200500488281,73.5040054321289,66.91000366210938,69.91200256347656,62.25400161743164,59.7760009765625,49.41400146484375,46.082000732421875,80.33200073242188,73.76000213623047,76.46600341796875,69.41800689697266,70.79000091552734,62.198001861572266,58.59400177001953,45.76000213623047,47.5160026550293,32.21200180053711,75.42200469970703,69.30599975585938,69.86800384521484,55.48800277709961,66.28800201416016,56.66800308227539,54.77800369262695,47.470001220703125,54.10200119018555,39.42400360107422,83.43000030517578,77.5,80.11800384521484,72.65800476074219,79.21600341796875,68.51399993896484,69.11600494384766,65.2040023803711,63.16400146484375,57.44000244140625,81.302001953125,73.98600006103516,79.44600677490234,71.77400207519531,72.34400177001953,63.7920036315918,66.73200225830078,57.44600296020508,58.46800231933594,47.68800354003906,70.38400268554688,63.14200210571289,60.98400115966797,54.478004455566406,49.566001892089844,46.41200256347656,41.842002868652344,39.37600326538086,33.97200012207031,31.474000930786133,,,,,50.19760284423828,68.02360229492187,79.20360412597657,66.99280319213867,76.52200241088867,50.6744026184082,74.02520370483398,62.93720245361328,61.23520355224609,77.62040252685547,57.72920188903809,46.97640266418457,71.65840301513671,70.67240447998047,69.91560134887695,81.75240325927734,66.73960189819336,64.0916030883789,53.67120208740234,56.669602966308595,52.566802978515625,68.36680450439454,74.86320190429687,68.26320190429688,57.95640411376953,56.80200271606445,29.903600883483886,76.43560485839843,67.91520462036132,71.43920516967773,67.0348030090332,65.21680297851563,65.6900032043457,56.77600250244141,52.53480224609375,51.34960174560547,75.00880279541016,63.44464903122341,70.6331586625841,57.5807606646889,
efficientnet-b6-advprop-autoaug,50.15123690180404,84.76000213623047,75.52999877929688,82.14000701904297,42.253334045410156,53.63666915893555,41.311485290527344,82.77727682596934,72.49774571686204,82.56999969482422,85.95999908447266,43.5420036315918,97.1199951171875,96.2699966430664,99.54166666666666,99.4978354978355,67.7832512315271,58.9655172413793,88.9280014038086,30.25800132751465,84.64800262451172,83.5320053100586,82.156005859375,78.8080062866211,84.27400207519531,83.12800598144531,81.67200469970703,77.44600677490234,83.71800231933594,82.82400512695312,76.5320053100586,80.81600189208984,81.82000732421875,82.83600616455078,73.05400085449219,79.0780029296875,80.21200561523438,81.35400390625,67.906005859375,76.08800506591797,83.89600372314453,83.40400695800781,78.82000732421875,79.10800170898438,83.01000213623047,82.41000366210938,73.76600646972656,76.49200439453125,80.7020034790039,79.90400695800781,61.948001861572266,69.5040054321289,76.49800109863281,68.36199951171875,43.14200210571289,44.906002044677734,72.24800109863281,36.268001556396484,30.8960018157959,13.406001091003418,83.91200256347656,82.44600677490234,79.41000366210938,74.3280029296875,84.11400604248047,80.96800231933594,78.16200256347656,68.09600067138672,82.47400665283203,77.21800231933594,74.14200592041016,54.314002990722656,80.62600708007812,72.44800567626953,66.00200653076172,40.28200149536133,80.26000213623047,65.91200256347656,55.02000427246094,27.386001586914062,84.34600067138672,84.1300048828125,81.03800201416016,78.84600067138672,84.00200653076172,78.1820068359375,80.10800170898438,61.70000457763672,84.2820053100586,81.70000457763672,81.79200744628906,71.59600067138672,82.34000396728516,77.41000366210938,79.31200408935547,59.77800369262695,79.28800201416016,56.39400100708008,74.3280029296875,82.6240005493164,76.71200561523438,81.73400115966797,73.7760009765625,80.46200561523438,68.92400360107422,79.73600006103516,64.08399963378906,76.5060043334961,49.272003173828125,80.3800048828125,76.01399993896484,72.31400299072266,64.45600128173828,64.2760009765625,53.94000244140625,61.880001068115234,51.952003479003906,56.0780029296875,44.814002990722656,84.37000274658203,79.32400512695312,82.15400695800781,28.4320011138916,70.60000610351562,78.6500015258789,57.936004638671875,73.82400512695312,45.02000045776367,61.25200271606445,23.874000549316406,83.27200317382812,78.802001953125,82.37000274658203,74.58000183105469,80.0260009765625,66.20000457763672,75.88800048828125,51.29600143432617,64.85600280761719,26.812002182006836,73.406005859375,62.58200454711914,29.290000915527344,19.6820011138916,12.346000671386719,82.44800567626953,75.1500015258789,80.99000549316406,70.19800567626953,79.25200653076172,66.34400177001953,73.13600158691406,52.608001708984375,61.82600402832031,83.07200622558594,78.54400634765625,81.9520034790039,73.49400329589844,79.92000579833984,64.88600158691406,74.50800323486328,45.96600341796875,67.69800567626953,30.524002075195312,77.96400451660156,75.4260025024414,73.38400268554688,61.840003967285156,71.24000549316406,63.05600357055664,62.14200210571289,53.22600173950195,58.9900016784668,42.89800262451172,83.91600036621094,81.34400177001953,80.9540023803711,77.64400482177734,80.22600555419922,74.0040054321289,77.86400604248047,71.32400512695312,74.21000671386719,64.656005859375,83.43600463867188,79.07600402832031,82.81000518798828,77.09800720214844,80.5560073852539,68.46200561523438,78.74600219726562,61.064002990722656,75.61400604248047,50.160003662109375,74.36000061035156,70.31800079345703,66.47600555419922,62.10200119018555,55.512001037597656,53.092002868652344,46.422000885009766,45.290000915527344,37.47200012207031,35.874000549316406,62.13999938964844,17.920000076293945,80.18000030517578,42.439998626708984,52.881201934814456,75.79840393066407,82.85160369873047,77.28240203857422,70.06960372924804,60.07040214538574,80.21240234375,67.17200469970703,66.55360260009766,82.27720489501954,56.68320293426514,53.335201263427734,80.23240509033204,79.31560363769532,76.05000381469726,83.36600341796876,77.4300048828125,68.74400329589844,59.28920288085938,58.682803344726565,55.35080337524414,66.98560256958008,79.96200408935547,73.79440460205078,59.53800239562988,58.9116024017334,39.46120262145996,82.30320587158204,74.74920501708985,79.2708023071289,75.56320419311524,75.53040466308593,70.54720458984374,58.23520202636719,57.71440391540527,56.0484016418457,79.43400421142579,68.65074199285264,76.08053703308104,62.22354002500835,50.66999959945679
efficientnet-b7-randaug,52.50081019768824,84.72600555419922,74.83999633789062,81.39400482177734,42.47999954223633,52.333335876464844,40.875240325927734,80.6131650135257,69.61226330027051,82.3499984741211,85.90999603271484,43.1400032043457,96.9000015258789,96.5,99.51388888888889,99.46320346320347,66.60098522167488,56.65024630541872,88.30400085449219,42.93600082397461,84.62600708007812,83.25800323486328,82.32000732421875,78.7040023803711,84.34400177001953,82.85400390625,81.62000274658203,77.24000549316406,83.77200317382812,82.56400299072266,76.21000671386719,80.25800323486328,81.47200012207031,82.906005859375,72.4780044555664,77.95800018310547,79.9020004272461,81.5300064086914,67.08200073242188,74.06800079345703,83.77000427246094,83.15400695800781,78.58000183105469,78.80400085449219,82.83800506591797,82.0040054321289,73.63600158691406,75.85400390625,81.13800048828125,79.09400177001953,63.340003967285156,68.7800064086914,78.21000671386719,68.10600280761719,48.290000915527344,46.67000198364258,75.19400024414062,42.91400146484375,37.56800079345703,19.990001678466797,83.43600463867188,82.42400360107422,79.24600219726562,74.39800262451172,83.69800567626953,81.1780014038086,78.0040054321289,68.97400665283203,82.55000305175781,78.44200134277344,74.27799987792969,56.12600326538086,80.77800750732422,74.5780029296875,66.52400207519531,43.410003662109375,79.27800750732422,69.65400695800781,54.5880012512207,32.65800094604492,83.21000671386719,84.35400390625,80.10400390625,78.78800201416016,81.59200286865234,78.11800384521484,77.93000030517578,60.506004333496094,84.27000427246094,80.32600402832031,81.60400390625,69.5260009765625,82.94800567626953,74.72600555419922,78.43400573730469,56.410003662109375,80.88600158691406,57.00800323486328,73.44800567626953,82.61200714111328,76.37800598144531,81.656005859375,73.34600067138672,80.18800354003906,68.44800567626953,79.04600524902344,63.820003509521484,74.76399993896484,49.090003967285156,79.81200408935547,75.36800384521484,72.44000244140625,64.85000610351562,65.66600036621094,54.98400115966797,63.89800262451172,53.15400314331055,58.790000915527344,46.630001068115234,84.27400207519531,79.5060043334961,81.99200439453125,27.66400146484375,71.62000274658203,78.79600524902344,59.82200241088867,74.656005859375,46.71600341796875,62.64600372314453,28.07600212097168,82.9280014038086,78.76000213623047,82.1500015258789,75.4540023803711,80.43600463867188,69.20600128173828,73.71600341796875,58.316001892089844,61.496002197265625,38.54800033569336,69.85200500488281,55.71600341796875,23.04400062561035,15.574000358581543,8.928000450134277,82.76600646972656,75.76000213623047,80.7540054321289,72.45000457763672,78.7820053100586,68.87600708007812,73.36400604248047,58.93800354003906,66.61000061035156,82.802001953125,77.25800323486328,82.03600311279297,73.58000183105469,80.07600402832031,68.10400390625,73.52799987792969,54.840003967285156,68.906005859375,42.36600112915039,77.26200103759766,75.156005859375,73.33600616455078,60.14600372314453,69.34600067138672,64.08600616455078,60.93000411987305,54.88600158691406,60.85000228881836,42.09800338745117,83.63400268554688,81.63200378417969,80.45600128173828,78.3280029296875,79.73800659179688,74.39800262451172,78.3340072631836,70.48600006103516,74.74800109863281,63.69200134277344,82.81600189208984,76.60000610351562,82.38600158691406,74.66600036621094,80.72000122070312,68.86600494384766,78.9260025024414,64.3800048828125,76.2800064086914,57.012001037597656,73.21800231933594,70.88600158691406,64.57200622558594,63.090003967285156,56.35600280761719,55.638004302978516,47.49400329589844,48.21600341796875,39.608001708984375,39.63200378417969,39.0,10.300000190734863,72.31999969482422,,55.11320343017578,77.25520324707031,82.58120422363281,76.14520263671875,71.05440368652344,58.578802490234374,79.65320434570313,68.30480346679687,66.21640396118164,81.94800567626953,58.0196029663086,55.49240341186523,80.22560272216796,78.30400390625,76.47280426025391,83.43560485839843,77.4696029663086,68.34480285644531,59.27440414428711,63.2296028137207,57.148003005981444,68.12120208740234,79.24480285644532,73.7072021484375,64.0568016052246,63.7920036315918,34.62280197143555,82.01000213623047,74.34280395507812,80.2300033569336,74.90640411376953,76.45520477294922,70.52800216674805,58.99720306396485,60.28280181884766,56.249603271484375,79.38200378417969,69.12127512418306,76.21889250013562,63.11871877971449,
efficientnet-b7-autoaug,49.638111699254615,84.3340072631836,74.52999877929688,80.3080062866211,39.69333267211914,46.060001373291016,31.865434646606445,77.81785392245266,65.19386834986474,81.37999725341797,85.08000183105469,33.23200225830078,96.58999633789062,96.02999877929688,99.5,99.47186147186147,64.77832512315271,54.285714285714285,87.66400146484375,23.09600067138672,84.1500015258789,82.13600158691406,80.302001953125,74.80000305175781,83.69200134277344,81.56400299072266,79.52800750732422,72.2560043334961,82.91000366210938,81.08600616455078,70.64000701904297,77.99200439453125,79.69400024414062,81.5260009765625,65.39200592041016,75.68800354003906,77.51600646972656,79.5260009765625,58.118003845214844,71.81200408935547,83.32200622558594,83.04200744628906,74.60600280761719,75.86400604248047,81.96200561523438,81.71400451660156,66.49200439453125,72.00200653076172,79.15400695800781,78.3800048828125,50.592002868652344,61.470001220703125,73.65800476074219,64.06800079345703,29.696001052856445,28.832000732421875,68.46400451660156,29.806001663208008,18.280000686645508,6.140000343322754,82.89400482177734,80.54200744628906,76.87200164794922,69.38400268554688,83.57600402832031,78.3800048828125,75.47000122070312,61.57400131225586,81.18800354003906,73.28600311279297,70.91800689697266,44.652000427246094,78.6760025024414,66.84600067138672,61.064002990722656,30.006000518798828,78.7040023803711,59.33200454711914,49.98400115966797,18.18000030517578,83.9520034790039,83.8340072631836,78.03800201416016,76.67000579833984,83.68000030517578,76.67400360107422,76.2040023803711,57.65400314331055,83.74400329589844,78.73600006103516,79.7540054321289,62.256004333496094,80.62800598144531,70.4780044555664,75.54400634765625,46.37800216674805,75.10200500488281,43.70600128173828,67.71200561523438,82.27400207519531,73.41000366210938,81.29400634765625,69.77799987792969,79.8740005493164,63.522003173828125,78.63400268554688,57.50200271606445,74.04199981689453,40.22600173950195,74.59800720214844,69.02400207519531,62.474002838134766,53.43400192260742,52.85200119018555,40.98800277709961,51.160003662109375,39.448001861572266,44.564002990722656,32.20600128173828,83.4280014038086,76.85200500488281,79.26400756835938,17.136001586914062,64.85800170898438,74.21400451660156,48.74800109863281,67.88200378417969,34.11600112915039,52.62600326538086,14.970000267028809,81.3280029296875,74.84400177001953,79.49200439453125,68.6520004272461,76.18000030517578,56.95000457763672,69.45800018310547,39.742000579833984,53.66800308227539,17.82200050354004,64.15800476074219,45.178001403808594,10.484000205993652,5.374000072479248,3.574000120162964,81.50000762939453,71.94600677490234,78.4260025024414,65.70000457763672,74.67200469970703,60.682003021240234,65.6780014038086,44.262001037597656,54.08000183105469,81.25800323486328,73.85400390625,79.09800720214844,66.85000610351562,76.09600067138672,55.68000411987305,67.9320068359375,34.858001708984375,57.150001525878906,20.440000534057617,74.12200164794922,69.66400146484375,66.16600036621094,46.64600372314453,61.76000213623047,53.474002838134766,50.93600082397461,42.59000015258789,40.50200271606445,24.130001068115234,83.26800537109375,79.17200469970703,79.66600036621094,74.4000015258789,78.26399993896484,69.02200317382812,76.01600646972656,66.56400299072266,71.81000518798828,57.656002044677734,81.58200073242188,73.43400573730469,80.48800659179688,70.79800415039062,77.14200592041016,60.09800338745117,74.1760025024414,52.10000228881836,69.32600402832031,40.51400375366211,69.04800415039062,63.79000473022461,57.80800247192383,53.198001861572266,45.922000885009766,43.35200119018555,36.513999938964844,36.11000061035156,28.25200080871582,28.154001235961914,34.68000030517578,9.279999732971191,67.13999938964844,,44.75920104980469,71.67720413208008,81.42120361328125,72.02520217895508,67.40200386047363,52.018803405761716,79.22360229492188,59.38880386352539,60.88760223388672,81.00760345458984,48.86160297393799,44.92080192565918,76.54280395507813,75.45040435791016,71.48280410766601,82.36080169677734,72.30680389404297,58.697201538085935,47.300801849365236,50.33640327453613,47.90880184173584,57.12960357666016,77.064404296875,69.3628028869629,51.60200157165527,53.137203216552734,25.75360131263733,80.39920349121094,68.24120483398437,77.31200561523437,70.68560333251953,70.87120361328125,66.86160278320312,47.02000198364258,47.93320236206055,47.50880165100098,77.80480346679687,62.77455692413523,71.9921366373698,54.67417115914194,
efficientnet-b5-advprop-autoaug,49.96759209247056,84.302001953125,74.68000030517578,81.4020004272461,36.0533332824707,54.08000183105469,41.83615493774414,80.25247971145177,70.60414788097385,81.90999603271484,85.45999908447266,45.022003173828125,96.72999572753906,96.13999938964844,99.50694444444444,99.44588744588745,65.91133004926108,57.73399014778325,88.32000732421875,25.8700008392334,84.1760025024414,82.88600158691406,81.49400329589844,78.0580062866211,83.83600616455078,82.41600036621094,80.88800048828125,76.66600036621094,83.29800415039062,82.01200103759766,75.60800170898438,79.99400329589844,80.77400207519531,82.28600311279297,72.41400146484375,78.31800079345703,78.71800231933594,80.66000366210938,67.77400207519531,75.67200469970703,83.07600402832031,82.95000457763672,77.8280029296875,78.3800048828125,81.9280014038086,81.7540054321289,73.09400177001953,75.69200134277344,79.1760025024414,78.96000671386719,61.74400329589844,69.2560043334961,73.3280029296875,66.41200256347656,44.150001525878906,44.67000198364258,67.95000457763672,35.18800354003906,31.994001388549805,12.520000457763672,83.31800079345703,80.72000122070312,78.66600036621094,72.72400665283203,83.49400329589844,78.77400207519531,77.63200378417969,67.47600555419922,81.04600524902344,73.84800720214844,73.28400421142578,54.01400375366211,78.54400634765625,67.96200561523438,65.83600616455078,40.21600341796875,78.02200317382812,60.108001708984375,59.15400314331055,27.918001174926758,83.85800170898438,83.46400451660156,80.4260025024414,77.86200714111328,83.58800506591797,76.62000274658203,79.8340072631836,60.12200164794922,83.81600189208984,80.93800354003906,81.04000091552734,71.55400085449219,81.67400360107422,76.2020034790039,78.37600708007812,61.5420036315918,78.64400482177734,55.268001556396484,73.4260025024414,81.39400482177734,75.4780044555664,79.8060073852539,72.20600128173828,77.36800384521484,66.7800064086914,75.38600158691406,61.60200119018555,68.53600311279297,46.62600326538086,79.94200134277344,75.29800415039062,71.51600646972656,64.43800354003906,62.88600158691406,53.94600296020508,60.92400360107422,51.87800216674805,54.590003967285156,44.682003021240234,83.58000183105469,77.88400268554688,80.07000732421875,32.038002014160156,69.01399993896484,75.7280044555664,55.89200210571289,69.12000274658203,42.44600296020508,53.30600357055664,23.442001342773438,82.61600494384766,78.3800048828125,81.17400360107422,74.302001953125,78.39600372314453,66.01600646972656,72.36200714111328,50.538002014160156,58.28000259399414,23.98600196838379,72.58600616455078,62.820003509521484,32.18600082397461,22.93000030517578,15.182001113891602,81.7760009765625,75.4260025024414,79.91400146484375,70.71200561523438,77.72600555419922,66.50200653076172,70.6240005493164,50.74800109863281,58.24400329589844,82.64200592041016,77.99200439453125,81.00200653076172,73.10800170898438,78.15800476074219,65.14400482177734,70.56999969482422,44.71000289916992,62.384002685546875,28.04400062561035,77.21000671386719,74.4520034790039,72.2040023803711,60.97200393676758,69.60200500488281,62.37600326538086,60.83000183105469,52.96600341796875,58.160003662109375,44.13600158691406,83.41800689697266,80.56800079345703,80.81200408935547,77.04600524902344,79.77800750732422,73.56400299072266,76.11200714111328,69.38400268554688,72.46000671386719,61.15400314331055,82.90800476074219,78.6240005493164,82.25200653076172,76.7820053100586,79.42000579833984,68.74400329589844,76.83000183105469,61.592002868652344,72.77400207519531,50.71200180053711,73.64600372314453,70.31200408935547,66.69200134277344,62.57200241088867,58.44600296020508,54.836002349853516,50.16400146484375,47.342002868652344,40.50400161743164,38.874000549316406,62.34000015258789,14.979999542236328,80.55999755859375,42.81999969482422,52.469604110717775,72.28240356445312,82.31600341796874,74.56560440063477,69.05280456542968,60.62360305786133,76.49800415039063,67.29080276489258,64.5384033203125,80.88480377197266,56.10360260009766,54.78720245361328,78.83680419921875,78.62040405273437,72.36080398559571,82.85120391845703,74.95120391845703,67.60120391845703,58.980403137207034,57.79960289001465,53.735601806640624,65.97160339355469,79.27320251464843,72.34320297241212,58.6444034576416,57.85160331726074,41.14080238342285,81.36120147705078,74.1040023803711,77.0916030883789,74.4984031677246,73.65680236816407,70.91440353393554,58.04840316772461,57.76200218200684,57.890402221679686,78.51600646972656,67.76005450517702,74.51038144429525,61.84375032123767,50.17499923706055
resnext101_32x8d_swsl,56.32494328616182,84.29400634765625,75.33999633789062,79.46000671386719,51.22666931152344,75.59000396728516,56.43459701538086,83.31830477908025,68.62037871956717,82.75,85.47999572753906,37.92400360107422,97.19999694824219,96.23999786376953,99.52083333333334,99.44588744588745,68.66995073891626,55.66502463054187,88.68800354003906,30.080001831054688,84.13600158691406,77.82000732421875,81.38800048828125,76.37800598144531,83.59000396728516,75.6520004272461,80.67400360107422,73.85400390625,82.56200408935547,73.71800231933594,71.906005859375,79.56200408935547,67.0300064086914,81.0320053100586,65.08800506591797,77.51800537109375,57.3640022277832,78.5560073852539,55.58400344848633,74.4260025024414,80.95800018310547,83.69200134277344,77.12200164794922,78.89400482177734,76.0300064086914,83.16400146484375,71.33399963378906,77.27000427246094,65.42400360107422,81.74000549316406,59.61000442504883,73.18600463867188,50.814002990722656,76.41000366210938,43.8280029296875,58.1140022277832,41.12800216674805,62.650001525878906,34.57400131225586,29.614002227783203,78.6780014038086,78.66400146484375,78.18800354003906,74.41000366210938,79.38600158691406,74.18600463867188,77.18800354003906,69.72000122070312,72.5320053100586,63.44400405883789,73.34600067138672,57.76000213623047,66.4520034790039,51.58400344848633,66.98800659179688,45.5880012512207,63.73800277709961,39.45000076293945,62.03600311279297,34.25600051879883,83.7020034790039,80.04600524902344,79.19200134277344,77.60600280761719,81.21600341796875,58.71000289916992,75.5260009765625,55.974002838134766,83.57600402832031,69.54800415039062,80.75000762939453,67.93800354003906,79.6780014038086,55.8280029296875,76.17000579833984,55.68400192260742,72.94800567626953,28.746002197265625,68.35200500488281,82.3060073852539,77.01399993896484,81.45000457763672,74.59200286865234,79.06000518798828,70.1240005493164,75.16000366210938,63.46400451660156,64.95600128173828,47.66400146484375,76.92200469970703,73.70800018310547,66.08200073242188,62.394004821777344,57.448001861572266,52.9160041809082,55.73200225830078,51.22200393676758,49.92400360107422,44.840003967285156,82.58000183105469,78.80000305175781,77.67200469970703,27.126001358032227,72.70800018310547,68.9800033569336,62.27400207519531,57.73200225830078,49.69200134277344,34.30800247192383,28.518001556396484,78.93800354003906,76.34600067138672,74.21000671386719,70.71600341796875,64.85400390625,61.62800216674805,50.24400329589844,47.884002685546875,30.61600112915039,29.156002044677734,69.69400024414062,58.384002685546875,31.876001358032227,23.648000717163086,14.446001052856445,69.9780044555664,71.09400177001953,66.46600341796875,63.99400329589844,62.0160026550293,58.60600280761719,48.470001220703125,45.67000198364258,31.78400230407715,78.17400360107422,75.51399993896484,72.52400207519531,69.0580062866211,63.570003509521484,60.090003967285156,45.28200149536133,43.09000015258789,31.69000244140625,30.316001892089844,71.81999969482422,71.30599975585938,64.22600555419922,55.346004486083984,65.00800323486328,57.02400207519531,54.814002990722656,45.3640022277832,51.086002349853516,41.09000015258789,81.72000122070312,80.31800079345703,77.28800201416016,74.84800720214844,74.85000610351562,69.31000518798828,62.46800231933594,62.56200408935547,54.64200210571289,52.426002502441406,78.70000457763672,76.44800567626953,75.73200225830078,73.24000549316406,64.31999969482422,62.28200149536133,56.47600173950195,54.380001068115234,46.06800079345703,43.65800094604492,71.41600036621094,67.85000610351562,63.75200271606445,58.94600296020508,57.10200119018555,51.242000579833984,49.15400314331055,43.742000579833984,43.85200119018555,36.02000045776367,15.09999942779541,9.34000015258789,55.37999725341797,13.079999923706055,56.3468017578125,61.46560287475586,80.22400360107422,59.772403717041016,77.53120269775391,56.86560249328613,76.5864044189453,62.00160293579101,66.57160186767578,72.15720291137696,63.41560363769531,51.560002136230466,64.25920181274414,75.99800415039063,64.25440292358398,81.97520446777344,58.24800262451172,61.39080276489258,54.02600173950195,55.61360244750976,58.3984016418457,61.22160263061524,78.71360321044922,67.89280395507812,57.146002197265624,53.88880233764648,39.609601211547854,70.31680374145508,68.56200485229492,62.87080307006836,58.57560348510742,55.74280281066895,71.54920349121093,57.01600341796875,57.293601989746094,57.05520172119141,70.19360275268555,63.17163376441368,66.32449194590251,60.656255340576166,23.22499918937683
vit_base_patch16_384,51.11807280976558,84.20000457763672,74.31999969482422,77.47000122070312,50.63999938964844,50.88666915893555,38.1005744934082,88.45807033363391,75.11271415689811,81.44999694824219,84.58000183105469,36.358001708984375,96.70999908447266,96.18999481201172,99.44444444444444,99.36796536796537,70.19704433497537,59.310344827586206,89.3280029296875,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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BiT-M-R50x3-ILSVRC2012,41.24446364913039,84.1500015258789,73.19999694824219,77.56200408935547,45.69333267211914,47.900001525878906,33.74992752075195,82.05590622182146,69.97294860234446,80.61000061035156,84.62999725341797,26.98600196838379,96.97999572753906,96.20999908447266,99.48611111111111,99.39393939393939,69.85221674876847,58.47290640394088,88.76800537109375,30.798002243041992,83.76200103759766,79.47000122070312,76.8740005493164,72.22000122070312,83.0260009765625,78.18000030517578,75.91600036621094,69.81800079345703,81.57000732421875,77.25,67.88800048828125,73.94000244140625,74.26000213623047,79.26800537109375,62.08000183105469,70.7760009765625,69.60200500488281,75.77200317382812,53.60600280761719,65.76000213623047,80.49600219726562,83.2800064086914,70.61800384521484,73.60200500488281,76.9020004272461,82.56800079345703,61.428001403808594,70.93400573730469,69.37000274658203,80.78600311279297,45.512001037597656,64.45000457763672,56.89200210571289,73.9020004272461,28.672000885009766,41.65800094604492,47.518001556396484,59.0880012512207,20.046001434326172,14.19800090789795,79.79800415039062,78.02000427246094,73.7280044555664,66.0260009765625,80.58800506591797,74.75,72.54000091552734,58.44200134277344,76.64400482177734,66.77000427246094,64.58200073242188,42.23200225830078,70.24400329589844,58.02000427246094,48.832000732421875,29.836002349853516,65.0260009765625,48.35200119018555,35.89400100708008,20.510000228881836,81.15400695800781,82.49200439453125,70.70000457763672,71.81600189208984,78.5,73.52400207519531,67.052001953125,52.314002990722656,82.63600158691406,70.23200225830078,74.98600006103516,55.48800277709961,76.98800659179688,56.29600143432617,67.76200103759766,37.832000732421875,69.56200408935547,27.840002059936523,58.21600341796875,82.36200714111328,69.94000244140625,81.03400421142578,65.49800109863281,78.39800262451172,58.24400329589844,75.50800323486328,52.332000732421875,66.76399993896484,36.444000244140625,78.06200408935547,69.01200103759766,69.802001953125,57.342002868652344,62.11600112915039,47.26400375366211,60.708003997802734,45.7920036315918,55.070003509521484,39.20800018310547,82.14000701904297,73.81999969482422,77.33600616455078,11.484000205993652,62.426002502441406,70.94800567626953,46.704002380371094,63.34400177001953,32.92399978637695,45.22600173950195,15.890000343322754,80.1300048828125,73.08600616455078,77.26399993896484,68.42200469970703,71.94800567626953,59.73800277709961,63.5160026550293,47.30400085449219,48.8640022277832,28.974000930786133,59.01000213623047,44.0620002746582,17.418001174926758,12.59000015258789,9.046000480651855,76.45000457763672,68.5780029296875,73.66800689697266,63.05800247192383,71.04000091552734,58.138004302978516,63.09400177001953,45.790000915527344,50.29600143432617,79.83800506591797,71.42400360107422,76.46400451660156,66.84200286865234,71.54000091552734,58.82400131225586,61.04600143432617,42.37800216674805,50.66400146484375,29.45600128173828,72.14400482177734,65.19600677490234,64.83399963378906,47.954002380371094,61.76400375366211,51.3900032043457,48.75400161743164,41.2400016784668,45.15400314331055,29.464000701904297,82.67000579833984,75.44000244140625,78.29000091552734,68.9520034790039,77.33000183105469,63.03200149536133,60.458003997802734,58.15200424194336,51.9900016784668,49.044002532958984,80.46400451660156,71.39600372314453,78.6780014038086,69.1240005493164,72.7300033569336,60.346004486083984,67.95800018310547,53.35400390625,60.802001953125,43.172000885009766,64.64800262451172,58.01000213623047,53.26400375366211,48.176002502441406,42.64400100708008,39.724002838134766,34.272003173828125,32.996002197265625,27.930002212524414,26.100000381469727,,,,,43.40920143127441,65.18240280151367,77.76800384521485,68.34440307617187,75.92480239868163,45.786801719665526,76.81320343017578,59.47840270996094,56.4916015625,74.46000366210937,52.96840343475342,41.0012020111084,72.12640228271485,67.74320220947266,67.79880447387696,80.67960357666016,67.91040267944337,58.53000259399414,47.04880294799805,53.78480224609375,46.35280094146729,65.15160293579102,72.65320129394532,62.92400283813477,55.50480308532715,53.27240257263183,28.425200843811034,75.75240173339844,65.12240142822266,66.23560180664063,62.07680244445801,66.90960311889648,59.11520156860352,51.723602294921875,45.255201721191405,44.55160255432129,70.14760284423828,60.230064030182675,68.68684734768338,53.05585467689916,
efficientnet-b6-autoaug,50.199848763098196,84.12800598144531,74.06999969482422,80.18600463867188,36.69333267211914,47.92000198364258,34.701019287109375,79.53110910730388,67.53832281334536,81.54999542236328,84.93000030517578,34.99800109863281,96.66999816894531,96.25999450683594,99.47222222222221,99.46320346320347,65.07389162561577,54.43349753694581,87.90400695800781,19.66200065612793,83.88800048828125,81.97200012207031,80.85400390625,75.61000061035156,83.46600341796875,81.3060073852539,80.1500015258789,73.33200073242188,82.7040023803711,80.82000732421875,71.55400085449219,78.81000518798828,79.08800506591797,81.31800079345703,66.54600524902344,76.52200317382812,76.4520034790039,79.20600128173828,59.202003479003906,72.69400024414062,83.10000610351562,82.87200164794922,75.6500015258789,76.6760025024414,81.77400207519531,81.69000244140625,67.89600372314453,73.0260009765625,78.44200134277344,78.27200317382812,52.97200393676758,63.538002014160156,72.01800537109375,62.426002502441406,34.0,32.12800216674805,65.61800384521484,26.476001739501953,23.04800033569336,6.822000503540039,82.5840072631836,81.3340072631836,76.88400268554688,70.34400177001953,83.16000366210938,79.4540023803711,75.31600189208984,62.65800476074219,80.12000274658203,74.1820068359375,70.52000427246094,45.768001556396484,77.6300048828125,67.28600311279297,61.45000457763672,31.39000129699707,77.02400207519531,59.73800277709961,50.6400032043457,20.178001403808594,83.66600036621094,83.60400390625,79.08000183105469,77.11600494384766,83.3740005493164,76.22400665283203,77.04400634765625,58.01000213623047,83.43600463867188,77.98600006103516,80.24200439453125,64.7760009765625,80.22400665283203,69.48600006103516,76.3280029296875,49.85200119018555,75.27000427246094,42.23200225830078,69.13400268554688,82.24800109863281,74.07200622558594,81.34800720214844,70.6500015258789,79.94200134277344,64.76600646972656,78.84600067138672,58.40400314331055,74.35200500488281,40.00200271606445,75.19800567626953,70.9780044555664,63.06200408935547,56.0780029296875,53.060001373291016,43.88200378417969,51.492000579833984,41.95600128173828,45.04800033569336,34.48200225830078,83.53400421142578,77.54400634765625,80.50000762939453,19.56800079345703,66.5979995727539,75.77200317382812,50.62000274658203,69.53800201416016,36.21000289916992,55.290000915527344,16.562000274658203,81.4780044555664,75.56400299072266,79.48400115966797,69.9320068359375,75.89200592041016,58.95000457763672,69.39800262451172,39.87800216674805,55.07400131225586,15.210000991821289,66.10600280761719,47.37000274658203,13.052000999450684,7.6620001792907715,5.304000377655029,81.6780014038086,73.2040023803711,79.29800415039062,66.93000030517578,76.5560073852539,61.68000411987305,67.96400451660156,45.246002197265625,53.94400405883789,81.41600036621094,74.91400146484375,79.18000030517578,67.96600341796875,75.79199981689453,57.006004333496094,67.8080062866211,34.50200271606445,58.61600112915039,18.676000595092773,74.34200286865234,71.22200012207031,67.14400482177734,51.14400100708008,63.20600128173828,56.178001403808594,52.67400360107422,45.41600036621094,43.37200164794922,32.0260009765625,82.99600219726562,79.84800720214844,79.51400756835938,75.37600708007812,78.0,69.59000396728516,75.81800079345703,67.28400421142578,71.58399963378906,58.63200378417969,81.56800079345703,74.91200256347656,80.58000183105469,72.08800506591797,76.84800720214844,61.21600341796875,74.22200012207031,52.840003967285156,70.04600524902344,40.48400115966797,66.85600280761719,64.24800109863281,56.044002532958984,53.8900032043457,44.08000183105469,44.342002868652344,34.75800323486328,36.820003509521484,27.93600082397461,29.328001022338867,37.439998626708984,8.880000114440918,69.77999877929688,21.079999923706055,46.06760215759277,72.39880447387695,81.19400329589844,72.26520309448242,66.34720230102539,53.86440200805664,79.34720306396484,60.30800323486328,61.57880401611328,80.10360412597656,50.43800163269043,45.725602340698245,76.65280303955078,76.36560363769532,72.92680358886719,82.11640167236328,72.56240158081054,60.14760284423828,51.197200775146484,50.612802505493164,49.50680236816406,57.57200241088867,77.80600280761719,70.14600524902343,51.90680351257324,53.3444019317627,27.898801422119142,79.92760467529297,69.2488021850586,76.19040374755859,69.90640258789062,71.88800430297852,66.96200332641601,49.47520294189453,50.713201904296874,45.93480224609375,77.58240203857422,63.42086437910031,71.94798083835178,55.95610789248818,34.29499936103821
FixPNASNet,43.50221454034784,83.69800567626953,73.36000061035156,78.38200378417969,32.82666778564453,42.423336029052734,31.49207305908203,78.53922452660053,63.66095581605049,80.86000061035156,84.6500015258789,29.700000762939453,96.38999938964844,96.00999450683594,99.4375,99.44588744588745,65.07389162561577,50.44334975369458,87.24800109863281,19.66400146484375,83.46600341796875,80.94600677490234,78.53800201416016,72.11800384521484,82.74800109863281,79.95800018310547,77.65400695800781,69.4800033569336,81.51400756835938,79.2760009765625,67.23800659179688,75.97000122070312,76.16600036621094,79.81400299072266,61.066001892089844,73.16600036621094,71.21800231933594,77.16600036621094,52.5160026550293,68.78800201416016,82.3740005493164,83.49600219726562,72.05400085449219,76.62000274658203,80.5320053100586,83.28600311279297,61.570003509521484,75.09200286865234,75.17400360107422,82.73600769042969,42.952003479003906,71.14200592041016,62.936004638671875,79.87800598144531,24.34200096130371,53.77000427246094,52.60000228881836,69.74200439453125,15.608000755310059,22.34800148010254,82.84200286865234,80.4000015258789,74.7300033569336,67.38800048828125,82.89000701904297,77.31600189208984,73.26000213623047,60.85000228881836,81.32000732421875,71.45000457763672,68.02000427246094,45.034000396728516,78.3740005493164,64.93800354003906,58.85200119018555,30.240001678466797,76.46000671386719,56.10400390625,53.94200134277344,18.530000686645508,81.36000061035156,82.89200592041016,74.0840072631836,74.56200408935547,78.9020004272461,74.4020004272461,71.4020004272461,56.73600387573242,82.46600341796875,77.06400299072266,77.23200225830078,60.48600387573242,77.34600067138672,66.71600341796875,70.96600341796875,45.00800323486328,69.19800567626953,33.71000289916992,61.92200469970703,82.33600616455078,73.78400421142578,81.27800750732422,70.6780014038086,79.13800048828125,64.07200622558594,75.3280029296875,57.30400085449219,65.4800033569336,39.45000076293945,76.12200164794922,69.61600494384766,64.26399993896484,56.00400161743164,54.98200225830078,45.51000213623047,52.53000259399414,43.20000076293945,45.87800216674805,36.630001068115234,83.2820053100586,74.02400207519531,79.07000732421875,15.446001052856445,63.62200164794922,71.59000396728516,49.90200424194336,63.58000183105469,34.49800109863281,46.6140022277832,12.99000072479248,80.8060073852539,72.53800201416016,78.46800231933594,65.46800231933594,73.50800323486328,53.320003509521484,64.38800048828125,37.15400314331055,46.910003662109375,18.762001037597656,61.980003356933594,44.874000549316406,16.91200065612793,11.116000175476074,6.854000091552734,77.47600555419922,67.68400573730469,74.9280014038086,59.970001220703125,72.08800506591797,52.78000259399414,62.90200424194336,36.30400085449219,48.086002349853516,80.38400268554688,71.17400360107422,77.52200317382812,63.19600296020508,72.59400177001953,51.2760009765625,60.82600402832031,31.856000900268555,49.268001556396484,19.830001831054688,72.5580062866211,66.5,65.2300033569336,47.176002502441406,61.99800109863281,50.37800216674805,51.038002014160156,40.310001373291016,48.980003356933594,29.020000457763672,82.08200073242188,77.4280014038086,77.5,70.76000213623047,76.08600616455078,64.05599975585938,65.8280029296875,59.42400360107422,58.900001525878906,49.80800247192383,80.56400299072266,72.40400695800781,79.04800415039062,68.60600280761719,72.86200714111328,55.00200271606445,67.76600646972656,45.96200180053711,60.138004302978516,34.71200180053711,70.23400115966797,63.59400177001953,59.970001220703125,54.040000915527344,49.26400375366211,45.18000030517578,40.48400115966797,38.19600296020508,32.37600326538086,30.756000518798828,15.09999942779541,7.619999885559082,58.87999725341797,9.59999942779541,44.40840110778809,70.0416030883789,77.85440216064453,68.81600341796874,79.82760467529297,50.44760322570801,76.71200408935547,55.33720321655274,61.05760269165039,80.37720489501953,59.7944034576416,46.35320129394531,72.07560501098632,71.12120361328125,68.82720413208008,80.94160308837891,68.11880264282226,59.96080322265625,46.67680130004883,47.46640205383301,47.007201957702634,58.755201721191405,74.82320251464844,64.29520187377929,49.448402404785156,47.28040237426758,28.34720096588135,77.51280212402344,64.4836036682129,70.72320327758788,66.95680313110351,67.09600372314453,65.7608024597168,50.19200210571289,43.30520191192627,50.46560211181641,72.0792022705078,61.3546078853118,70.3967588212755,53.55821285247803,22.799998998641968
efficientnet-b5-autoaug,49.11958517878362,83.6300048828125,73.5199966430664,79.34800720214844,32.13333511352539,48.65999984741211,35.95079803466797,79.4409377817854,66.36609558160504,81.43000030517578,84.94999694824219,38.00600051879883,96.31999969482422,96.00999450683594,99.43055555555556,99.35064935064936,64.08866995073892,53.34975369458128,87.63200378417969,20.52800178527832,83.6240005493164,81.18600463867188,79.93800354003906,75.0260009765625,83.16000366210938,80.3800048828125,79.17000579833984,72.7300033569336,82.24000549316406,79.80000305175781,71.31800079345703,77.73200225830078,77.73600006103516,80.98400115966797,66.5320053100586,75.42400360107422,74.70800018310547,79.09400177001953,60.16800308227539,71.62800598144531,82.1300048828125,82.21600341796875,75.11200714111328,75.8060073852539,80.2540054321289,80.88600158691406,68.49400329589844,72.19600677490234,76.26000213623047,77.406005859375,54.500003814697266,63.52400207519531,68.4020004272461,61.93800354003906,35.768001556396484,34.236000061035156,61.256004333496094,28.1820011138916,24.874000549316406,7.684000492095947,81.77000427246094,78.39800262451172,75.72000122070312,69.60000610351562,82.16800689697266,74.86000061035156,73.91800689697266,62.570003509521484,79.10000610351562,67.87200164794922,68.76399993896484,47.23400115966797,74.7040023803711,59.59800338745117,59.73200225830078,34.150001525878906,73.04800415039062,50.052001953125,49.066001892089844,23.05000114440918,83.29800415039062,82.84600067138672,78.45800018310547,76.17400360107422,83.0560073852539,74.68800354003906,76.54200744628906,56.66200256347656,83.02800750732422,76.52400207519531,79.46200561523438,63.46600341796875,79.89800262451172,66.75,75.36800384521484,48.772003173828125,75.01800537109375,37.50200271606445,67.97000122070312,81.1520004272461,73.52200317382812,79.90800476074219,70.1300048828125,77.41400146484375,64.42200469970703,74.48400115966797,58.41400146484375,66.79400634765625,42.152000427246094,75.0320053100586,69.8280029296875,62.932003021240234,54.85400390625,53.090003967285156,43.040000915527344,51.07400131225586,41.044002532958984,44.92000198364258,33.83000183105469,82.56400299072266,76.39600372314453,76.17200469970703,20.36400032043457,64.76800537109375,68.96400451660156,50.43000411987305,60.48400115966797,37.89200210571289,43.37600326538086,19.650001525878906,80.73600006103516,74.95800018310547,78.46600341796875,68.9320068359375,73.72000122070312,57.80400085449219,65.052001953125,40.432003021240234,45.25400161743164,18.18400001525879,66.11800384521484,49.570003509521484,14.208001136779785,7.992000579833984,4.6080002784729,79.7800064086914,72.41400146484375,76.06600189208984,66.19200134277344,71.49200439453125,60.686004638671875,58.83000183105469,43.368003845214844,42.5620002746582,80.5260009765625,74.052001953125,77.83600616455078,67.25,73.2820053100586,56.15800094604492,62.29600143432617,35.21200180053711,49.57600402832031,21.408000946044922,73.72600555419922,69.67000579833984,65.9320068359375,51.4640007019043,63.01400375366211,54.86000442504883,49.93600082397461,43.884002685546875,39.60600280761719,30.788002014160156,82.60400390625,79.04400634765625,79.01000213623047,74.02200317382812,76.98600006103516,68.13800048828125,74.42400360107422,64.7560043334961,69.14200592041016,55.560001373291016,80.9540023803711,74.43600463867188,79.83800506591797,71.85400390625,74.96800231933594,61.04600143432617,71.35400390625,52.820003509521484,65.88400268554688,41.152000427246094,67.63400268554688,64.04600524902344,57.97200393676758,53.638004302978516,47.794002532958984,44.68400192260742,38.96800231933594,37.25800323486328,30.226001739501953,29.630001068115234,35.91999816894531,7.419999599456787,69.77999877929688,16.619998931884766,47.32080268859863,66.15600204467773,80.85960540771484,68.64560165405274,66.1256031036377,53.087602615356445,75.95040283203124,60.261602783203124,61.7280029296875,78.15800476074219,50.689203357696535,45.85120315551758,74.59960327148437,75.56000366210938,66.31200332641602,81.82040252685547,68.70320358276368,58.442803955078126,50.133203125,50.81600112915039,49.827203369140626,57.409603118896484,76.77840423583984,68.30400314331055,52.062002182006836,52.63760261535644,28.4992018699646,78.76200256347656,69.15480270385743,73.66040344238282,67.66200180053711,65.74600296020508,65.44000244140625,48.519202423095706,51.749603271484375,48.518802642822266,76.433203125,62.300997885679585,69.66473645104303,55.706297563251695,32.434998869895935
efficientnet-b5-randaug,50.03240790752944,83.5320053100586,73.22000122070312,79.2540054321289,32.0533332824707,49.060001373291016,37.827430725097656,79.35076645626691,67.08746618575293,80.54000091552734,84.36000061035156,39.85600280761719,96.33999633789062,96.04999542236328,99.43055555555556,99.2987012987013,65.32019704433498,53.99014778325123,87.26400756835938,28.93600082397461,83.33000183105469,80.96000671386719,80.24400329589844,74.88800048828125,82.97400665283203,80.14600372314453,79.31000518798828,72.46000671386719,82.26200103759766,79.60000610351562,70.9020004272461,77.71800231933594,77.53800201416016,81.24000549316406,66.08800506591797,75.3060073852539,74.57200622558594,79.76600646972656,60.12800216674805,71.34400177001953,81.75800323486328,81.28600311279297,75.9320068359375,75.19000244140625,80.04600524902344,79.2300033569336,70.19200134277344,71.09400177001953,76.87200164794922,74.21800231933594,58.87800216674805,60.98400115966797,70.89400482177734,55.0880012512207,42.374000549316406,33.61000061035156,65.2800064086914,18.556001663208008,31.340002059936523,9.72800064086914,81.56600189208984,79.30000305175781,76.64600372314453,70.33000183105469,81.84200286865234,76.35800170898438,74.99800109863281,64.03800201416016,79.33200073242188,70.58200073242188,70.79800415039062,50.27400207519531,75.96400451660156,62.548004150390625,62.35400390625,37.560001373291016,72.52799987792969,53.224002838134766,51.73800277709961,26.434001922607422,81.79200744628906,82.74200439453125,77.46200561523438,76.79800415039062,79.56800079345703,74.85000610351562,74.66000366210938,57.71600341796875,83.05400085449219,76.5040054321289,79.80000305175781,65.5040054321289,80.95800018310547,69.01800537109375,76.5840072631836,51.82400131225586,77.31200408935547,47.51400375366211,70.55400085449219,79.80000305175781,72.36000061035156,77.96800231933594,68.62000274658203,74.76399993896484,62.224002838134766,71.35200500488281,56.5880012512207,60.99200439453125,39.37600326538086,76.94800567626953,71.28400421142578,66.8080062866211,57.678001403808594,58.41400146484375,46.974002838134766,55.840003967285156,44.74400329589844,50.05000305175781,37.73400115966797,82.46200561523438,76.79200744628906,77.96400451660156,23.72800064086914,66.50800323486328,71.71600341796875,53.11000442504883,63.432003021240234,39.79800033569336,44.94000244140625,21.696001052856445,80.68000030517578,75.79400634765625,78.71400451660156,70.59200286865234,71.9020004272461,61.34400177001953,58.96000289916992,46.18600082397461,47.69200134277344,22.628000259399414,67.38200378417969,53.41800308227539,18.00800132751465,10.226000785827637,6.4760003089904785,80.11200714111328,72.5580062866211,72.84600067138672,67.7040023803711,63.64600372314453,62.87800216674805,50.88200378417969,48.70000076293945,39.18800354003906,80.5060043334961,73.65800476074219,77.86000061035156,67.85800170898438,71.61200714111328,59.58200454711914,64.91600036621094,41.302001953125,56.91400146484375,26.59600067138672,71.95000457763672,69.99600219726562,65.88400268554688,52.134002685546875,63.500003814697266,56.17000198364258,55.7760009765625,45.82600402832031,55.650001525878906,35.34800338745117,82.37000274658203,79.302001953125,78.07200622558594,74.4520034790039,75.58200073242188,68.61600494384766,74.19600677490234,65.97000122070312,69.0300064086914,57.906002044677734,80.86400604248047,72.62200164794922,79.83800506591797,69.41000366210938,74.85000610351562,60.21600341796875,72.62000274658203,53.80600357055664,69.32400512695312,44.198001861572266,68.6259994506836,65.76000213623047,60.16400146484375,56.70600128173828,51.704002380371094,48.996002197265625,43.18800354003906,41.64200210571289,33.862003326416016,33.75800323486328,37.20000076293945,9.119999885559082,70.4000015258789,20.899999618530273,49.72720184326172,68.40240249633788,80.53680267333985,67.58960189819337,61.67560234069824,55.11400299072265,72.97520294189454,60.05040283203125,59.83360214233399,78.24640197753907,50.12120132446289,49.37240219116211,75.49920501708985,75.81200408935547,68.10280380249023,81.914404296875,70.36160278320312,62.55200271606445,51.89480285644531,53.79920272827148,51.580803298950194,61.612004089355466,76.78440399169922,69.24920272827148,55.30880241394043,56.15520248413086,31.102001857757568,78.56320495605469,68.89320297241211,74.97000427246094,70.12560501098633,61.33480377197266,67.30680313110352,51.68280258178711,55.74320259094238,51.508802032470705,75.85000457763672,63.345172331883354,70.1011367585924,57.34375005521273,34.40500044822693
resnext101_32x4d_swsl,52.592632602354975,83.23400115966797,74.15999603271484,77.84800720214844,41.560001373291016,72.67333221435547,53.59115219116211,82.05590622182146,66.90712353471596,81.72999572753906,85.23999786376953,35.46800231933594,96.40999603271484,96.04999542236328,99.41666666666666,99.40259740259741,67.29064039408867,54.778325123152705,87.76000213623047,24.898000717163086,83.08800506591797,75.91200256347656,80.052001953125,74.01399993896484,82.53800201416016,73.38200378417969,79.46200561523438,71.31800079345703,81.34800720214844,71.33800506591797,68.94200134277344,78.2040023803711,64.14600372314453,79.66800689697266,61.552001953125,75.87600708007812,54.02000427246094,76.93400573730469,51.150001525878906,72.43400573730469,78.78800201416016,82.35400390625,75.2800064086914,77.22000122070312,72.69400024414062,81.62800598144531,68.69200134277344,75.2560043334961,60.89200210571289,80.01800537109375,55.762001037597656,70.6820068359375,45.03600311279297,73.89400482177734,39.454002380371094,54.17000198364258,35.25400161743164,58.90800094604492,29.452001571655273,26.766000747680664,77.08600616455078,76.06400299072266,76.2280044555664,71.42000579833984,77.55400085449219,70.85800170898438,75.13600158691406,65.85600280761719,70.71200561523438,58.39400100708008,71.35400390625,52.272003173828125,64.64200592041016,45.85600280761719,64.67200469970703,39.672000885009766,62.346004486083984,33.55000305175781,59.50200271606445,28.1200008392334,82.31400299072266,78.2300033569336,77.65400695800781,76.10000610351562,79.44400024414062,56.66800308227539,73.89600372314453,54.012001037597656,82.406005859375,67.96400451660156,79.34200286865234,65.80400085449219,78.0780029296875,54.704002380371094,74.4780044555664,53.47800064086914,71.08800506591797,29.25200080871582,66.25,80.80000305175781,74.61800384521484,79.64800262451172,71.9540023803711,76.5580062866211,66.55599975585938,72.11800384521484,59.730003356933594,59.070003509521484,42.26400375366211,74.54000091552734,71.58399963378906,62.55000305175781,59.230003356933594,52.68800354003906,49.3280029296875,50.316001892089844,47.38600158691406,44.36000061035156,41.04800033569336,81.06200408935547,76.89000701904297,74.6500015258789,26.91400146484375,69.46000671386719,64.83000183105469,57.80000305175781,52.134002685546875,45.3280029296875,29.26000213623047,24.6460018157959,77.04800415039062,74.25800323486328,71.76200103759766,67.80000305175781,62.048004150390625,56.952003479003906,46.794002532958984,42.820003509521484,25.93800163269043,24.20400047302246,67.08200073242188,54.80400085449219,27.834001541137695,19.64000129699707,10.738000869750977,66.79000091552734,67.76600646972656,63.858001708984375,60.634002685546875,59.30000305175781,54.51000213623047,44.19600296020508,40.55000305175781,26.374000549316406,76.44600677490234,73.35400390625,70.08399963378906,65.6300048828125,60.590003967285156,55.21200180053711,41.544002532958984,37.156002044677734,27.154001235961914,24.946001052856445,69.07200622558594,68.53800201416016,61.04600143432617,51.96800231933594,61.526004791259766,53.16200256347656,51.07600402832031,41.52400207519531,47.25400161743164,36.77000045776367,80.84600067138672,78.99000549316406,76.03400421142578,72.66600036621094,72.71400451660156,65.76399993896484,57.952003479003906,59.0160026550293,49.28200149536133,48.19400405883789,77.08000183105469,74.45000457763672,73.54199981689453,70.76399993896484,61.65200424194336,57.19200134277344,53.2920036315918,48.53600311279297,42.204002380371094,37.22800064086914,67.38400268554688,64.31800079345703,59.63600158691406,54.57600402832031,53.04600143432617,46.500003814697266,44.708003997802734,39.08000183105469,39.40400314331055,31.954002380371094,13.539999961853027,8.260000228881836,53.79999923706055,11.319999694824219,51.46800270080566,56.94440231323242,78.66600341796875,56.71800270080566,75.36040420532227,55.26160202026367,73.6388038635254,57.634001922607425,63.0244026184082,70.4680046081543,60.818803024291995,47.28560256958008,61.554002380371095,74.32400360107422,60.387202453613284,80.71520538330078,55.16360282897949,57.99480361938477,50.39240188598633,51.25960273742676,54.82480430603027,56.890802001953126,77.20560455322266,64.9260025024414,53.20680274963379,49.67160301208496,36.019601058959964,67.75960388183594,65.39520111083985,58.53280181884766,57.363602828979495,52.1036018371582,69.37840347290039,53.71520156860352,53.72800254821777,52.835602569580075,67.36560287475587,60.08506961724699,63.359003088209384,57.34419210333572,21.729999780654907
efficientnet-b5,46.597169709409094,83.11400604248047,72.7699966430664,77.07600402832031,25.946666717529297,45.0,31.535303115844727,76.64562669071235,62.759242560865644,80.4000015258789,84.16999816894531,32.762001037597656,96.00999450683594,95.73999786376953,99.36805555555556,99.31601731601731,63.54679802955665,52.51231527093596,87.02400207519531,22.226001739501953,82.802001953125,80.96000671386719,78.66600036621094,73.66200256347656,82.06600189208984,79.74000549316406,77.67400360107422,71.45600128173828,80.80400085449219,78.83200073242188,69.656005859375,75.91600036621094,75.9320068359375,78.57200622558594,64.22600555419922,72.68400573730469,71.71800231933594,75.35400390625,56.23400115966797,67.8800048828125,81.52000427246094,79.88800048828125,73.14400482177734,72.5040054321289,79.47600555419922,77.4280014038086,65.81600189208984,67.4800033569336,75.11400604248047,71.26800537109375,53.43800354003906,55.958003997802734,67.07600402832031,46.802001953125,36.5780029296875,25.698001861572266,60.1400032043457,11.230000495910645,26.284000396728516,4.642000198364258,80.89800262451172,78.48200225830078,74.45800018310547,68.11600494384766,81.31200408935547,75.11400604248047,72.73800659179688,60.8640022277832,78.34600067138672,67.55400085449219,68.156005859375,44.90400314331055,75.5300064086914,58.71600341796875,59.112003326416016,31.73000144958496,74.27799987792969,48.618003845214844,47.108001708984375,21.240001678466797,80.28600311279297,81.85800170898438,74.25,74.44400024414062,77.46800231933594,73.68400573730469,71.38400268554688,55.34800338745117,81.81400299072266,74.54800415039062,77.27799987792969,62.44200134277344,76.86200714111328,65.2540054321289,70.98600006103516,48.40800094604492,70.06200408935547,42.22800064086914,63.12000274658203,79.02200317382812,70.18000030517578,76.90400695800781,65.68000030517578,73.68400573730469,58.006004333496094,70.01200103759766,51.0420036315918,59.7920036315918,33.02799987792969,74.00800323486328,67.79199981689453,61.20000457763672,51.86000061035156,50.96000289916992,40.060001373291016,48.5880012512207,37.608001708984375,41.720001220703125,30.338001251220703,81.59600067138672,74.9800033569336,76.57200622558594,21.080001831054688,64.46000671386719,68.92400360107422,50.000003814697266,59.87800216674805,35.87800216674805,42.39600372314453,17.79800033569336,79.31000518798828,73.19000244140625,76.4780044555664,66.05400085449219,71.0300064086914,54.15400314331055,62.458003997802734,38.230003356933594,47.24800109863281,19.02400016784668,63.87800216674805,48.27000045776367,18.43000030517578,11.302000999450684,6.742000102996826,77.19800567626953,70.65400695800781,74.49600219726562,63.65200424194336,71.81999969482422,57.31200408935547,63.52000427246094,40.730003356933594,50.798004150390625,79.1500015258789,71.89600372314453,75.71600341796875,64.0260009765625,70.97200012207031,52.68600082397461,59.836002349853516,33.16600036621094,49.28600311279297,19.9320011138916,71.54000091552734,67.66800689697266,63.20000457763672,47.2920036315918,60.3280029296875,51.56800079345703,48.204002380371094,39.884002685546875,42.426002502441406,27.16400146484375,81.79400634765625,77.77800750732422,77.81200408935547,72.35000610351562,75.57000732421875,66.04000091552734,68.6500015258789,62.186004638671875,62.2400016784668,53.0160026550293,79.71800231933594,72.7020034790039,78.156005859375,69.38800048828125,72.33399963378906,57.310001373291016,67.906005859375,48.518001556396484,61.022003173828125,36.76000213623047,67.38400268554688,63.03200149536133,59.186004638671875,54.336002349853516,50.80000305175781,46.208003997802734,43.11600112915039,39.518001556396484,33.220001220703125,32.0880012512207,37.70000076293945,8.65999984741211,72.69999694824219,21.68000030517578,45.37080268859863,65.69680328369141,77.29840393066407,67.30480422973633,57.323201942443845,52.34440155029297,71.88280410766602,56.935601806640626,55.58720169067383,78.072802734375,45.25640296936035,47.03640213012695,71.82720336914062,71.40360107421876,65.87320327758789,79.91960296630859,66.99200210571288,57.13960266113281,46.71520309448242,48.34120140075684,48.62320327758789,55.29520263671875,74.56400299072266,66.27400436401368,50.13040199279785,50.91480407714844,29.724400806427003,77.43640441894532,67.0468032836914,72.66520462036132,67.51440353393555,67.56640319824218,64.31440353393555,45.53160095214844,51.05200271606445,50.74120254516602,73.21320419311523,60.27607464668079,67.9868033197191,53.5350761262994,35.18499946594238
vit_large_patch16_224,47.655828022037376,83.0560073852539,72.31999969482422,74.70600128173828,35.46666717529297,50.88999938964844,40.73375701904297,86.56447249774571,72.94860234445446,79.90999603271484,83.62999725341797,33.18600082397461,95.94999694824219,95.29000091552734,99.35416666666667,99.3073593073593,69.75369458128078,59.40886699507389,87.36000061035156,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
pnasnet5large,46.18126822944799,82.73600769042969,72.30999755859375,77.04400634765625,22.880001068115234,44.026668548583984,32.86761474609375,78.7195671776375,61.76735798016231,80.43000030517578,83.90999603271484,33.84600067138672,95.73999786376953,95.33999633789062,99.35416666666667,99.32467532467533,65.17241379310344,51.03448275862069,86.4320068359375,26.158000946044922,82.48600769042969,79.34400177001953,79.12000274658203,73.73800659179688,81.86800384521484,78.01800537109375,78.30000305175781,71.4260025024414,80.74000549316406,76.93600463867188,69.48200225830078,76.81400299072266,73.26800537109375,78.97000122070312,63.644004821777344,74.26399993896484,67.41800689697266,76.19400024414062,55.7920036315918,70.36200714111328,80.54000091552734,82.39000701904297,73.62000274658203,77.40800476074219,77.54000091552734,82.12000274658203,66.09600067138672,76.32400512695312,70.0040054321289,81.31200408935547,50.3380012512207,73.02400207519531,55.69000244140625,77.83200073242188,31.108001708984375,58.93000411987305,44.93600082397461,66.4520034790039,20.968000411987305,28.07600212097168,80.3280029296875,77.11600494384766,76.36600494384766,68.72400665283203,79.42200469970703,72.67000579833984,75.20000457763672,63.21400451660156,77.26000213623047,64.39600372314453,71.47600555419922,50.708003997802734,73.24600219726562,55.724002838134766,65.43000030517578,38.064002990722656,70.06200408935547,45.410003662109375,60.62800216674805,27.016000747680664,80.0780029296875,80.77200317382812,75.30000305175781,74.93800354003906,77.39200592041016,70.16000366210938,72.30000305175781,56.41800308227539,81.57400512695312,74.9780044555664,77.8340072631836,64.81800079345703,76.58800506591797,63.81200408935547,71.81999969482422,50.814002990722656,68.9800033569336,32.37600326538086,63.678001403808594,81.54800415039062,74.19800567626953,80.76200103759766,70.94600677490234,78.62600708007812,63.97600173950195,75.35800170898438,56.12200164794922,66.18400573730469,37.060001373291016,75.62600708007812,71.01399993896484,63.70600128173828,58.23400115966797,54.46000289916992,47.83400344848633,51.592002868652344,45.624000549316406,45.27000045776367,39.13199996948242,81.66800689697266,74.87200164794922,74.82600402832031,20.852001190185547,65.32600402832031,65.54199981689453,53.99200439453125,55.44400405883789,42.73600387573242,36.6400032043457,22.496000289916992,78.7540054321289,73.38800048828125,75.74000549316406,67.85200500488281,69.76399993896484,57.71400451660156,58.678001403808594,43.288002014160156,40.0420036315918,24.644001007080078,66.16800689697266,52.30000305175781,21.95800018310547,15.042000770568848,9.022000312805176,75.8800048828125,69.43400573730469,72.5260009765625,63.064002990722656,68.86199951171875,57.14800262451172,57.68000411987305,42.50400161743164,41.11600112915039,78.39400482177734,72.45800018310547,74.71200561523438,65.71200561523438,68.79600524902344,55.676002502441406,54.90400314331055,37.78600311279297,42.29800033569336,25.36600112915039,71.9000015258789,68.4020004272461,64.06200408935547,50.27000427246094,62.67200469970703,53.02400207519531,52.03600311279297,42.21600341796875,47.12200164794922,32.540000915527344,81.1820068359375,78.20000457763672,77.33600616455078,72.40800476074219,75.7300033569336,66.61600494384766,65.8800048828125,60.900001525878906,58.86600112915039,51.082000732421875,78.69600677490234,73.19200134277344,76.86600494384766,70.06999969482422,69.1500015258789,58.12000274658203,63.33400344848633,49.82600402832031,54.868003845214844,38.89400100708008,82.73600769042969,65.30400085449219,60.02000427246094,56.224002838134766,51.14200210571289,48.19400405883789,42.69000244140625,40.98800277709961,36.55000305175781,33.06999969482422,28.31999969482422,8.139999389648438,65.27999877929688,16.079999923706055,49.54520378112793,63.06320419311523,76.92240447998047,64.59560317993164,78.02120361328124,53.56800231933594,76.4956039428711,58.02040176391601,60.46040344238281,76.06360321044922,62.75240364074707,48.756002044677736,68.58280410766602,72.1864028930664,62.82400360107422,80.05160369873047,63.820803833007815,59.55840301513672,49.290402221679685,51.39960250854492,51.88440284729004,58.130802917480466,75.77200317382812,65.84120330810546,53.37720260620117,51.66160278320312,32.898002243041994,74.9968048095703,66.81640396118163,65.74200210571288,64.41960372924805,63.21280212402344,69.82000350952148,52.367601013183595,48.426001358032224,54.627603912353514,71.79880447387696,61.760536497067164,67.94042583041723,56.57069744310881,29.454999446868896
instagram-resnext101_32x8d,53.39742897266934,82.68800354003906,73.62999725341797,77.99600219726562,45.37333297729492,75.80667114257812,54.91756820678711,84.67087466185752,69.97294860234446,80.8499984741211,84.47999572753906,36.470001220703125,96.31999969482422,95.91999816894531,99.39583333333334,99.34199134199135,69.01477832512315,56.15763546798029,87.00800323486328,27.802001953125,82.42000579833984,76.35200500488281,79.74600219726562,74.44800567626953,81.96400451660156,74.10600280761719,78.89200592041016,72.24000549316406,81.04000091552734,72.24400329589844,70.44000244140625,77.83000183105469,66.02400207519531,79.58800506591797,64.08800506591797,75.7560043334961,56.32200241088867,76.85600280761719,54.46000289916992,72.3740005493164,78.64000701904297,81.98200225830078,75.18000030517578,77.56800079345703,73.20600128173828,81.41200256347656,68.19800567626953,75.67000579833984,62.25200271606445,79.89200592041016,55.958003997802734,71.07400512695312,47.922000885009766,74.14600372314453,40.284000396728516,54.708003997802734,38.63800048828125,60.888004302978516,30.98400115966797,28.088001251220703,77.23200225830078,76.84800720214844,76.39600372314453,72.08600616455078,77.65800476074219,72.00800323486328,75.34800720214844,66.69200134277344,71.22200012207031,60.03400421142578,70.93000030517578,53.996002197265625,63.868003845214844,47.80000305175781,64.13400268554688,41.14400100708008,60.452003479003906,35.720001220703125,58.5160026550293,29.898000717163086,81.61400604248047,78.39200592041016,77.6820068359375,76.0580062866211,78.93800354003906,58.03200149536133,74.24000549316406,54.94400405883789,81.94800567626953,67.41800689697266,79.01800537109375,66.09600067138672,77.63400268554688,55.26400375366211,73.61800384521484,53.64600372314453,70.83399963378906,30.274002075195312,66.06000518798828,80.42200469970703,74.82000732421875,79.41600036621094,71.92000579833984,76.85200500488281,66.63400268554688,72.88600158691406,59.98400115966797,61.58000183105469,43.66400146484375,74.62600708007812,71.24400329589844,62.336002349853516,59.294002532958984,52.302001953125,49.63600158691406,50.30800247192383,47.592002868652344,43.55600357055664,41.39400100708008,80.89000701904297,77.35000610351562,75.61000061035156,26.91400146484375,70.01000213623047,65.71200561523438,58.426002502441406,53.36600112915039,45.91600036621094,30.91200065612793,25.36600112915039,77.27000427246094,74.34600067138672,72.71600341796875,68.9280014038086,63.09400177001953,59.0260009765625,47.68800354003906,44.624000549316406,27.000001907348633,26.130001068115234,66.91600036621094,54.422000885009766,28.976001739501953,20.904001235961914,12.10400104522705,68.16600036621094,68.21200561523438,64.9540023803711,61.85000228881836,60.310001373291016,56.35600280761719,46.05600357055664,43.48200225830078,29.12200164794922,76.88400268554688,73.84600067138672,71.06600189208984,67.1820068359375,61.6400032043457,57.880001068115234,42.82200241088867,40.00200271606445,28.766000747680664,27.490001678466797,69.74200439453125,69.03600311279297,62.10200119018555,54.02000427246094,61.96200180053711,54.37400436401367,51.61000061035156,43.23200225830078,47.44600296020508,38.2140007019043,79.16800689697266,78.4800033569336,74.26800537109375,72.24000549316406,72.59400177001953,66.6300048828125,56.89200210571289,57.37400436401367,47.2760009765625,45.72200393676758,77.28600311279297,74.77000427246094,74.83000183105469,71.87600708007812,63.96800231933594,60.64800262451172,56.290000915527344,52.73200225830078,45.070003509521484,42.25400161743164,82.68800354003906,64.53400421142578,59.400001525878906,54.93000411987305,52.78400421142578,47.20600128173828,44.592002868652344,39.75,39.246002197265625,32.48400115966797,24.979999542236328,18.53999900817871,53.86000061035156,23.139999389648438,52.7632022857666,58.48200378417969,78.193603515625,57.55360298156738,75.66400375366212,55.531603240966795,74.2312026977539,60.45600357055664,63.40440368652344,70.0864028930664,61.42160339355469,47.780802154541014,63.48880233764648,74.12360534667968,61.29800300598144,80.37360382080078,56.23560218811035,58.57240219116211,51.775202941894534,53.28000259399414,55.41360244750977,56.62560348510742,76.91960296630859,64.08920440673828,54.61080093383789,51.54040298461914,36.664401054382324,69.00960311889648,67.13520431518555,60.13160247802735,57.87600402832031,53.72160186767578,69.06480331420899,53.83200225830078,54.120802307128905,55.74200286865234,66.03960342407227,60.813295232332656,64.07362524668376,58.1014345369841,30.12999963760376
efficientnet-b4-advprop-autoaug,47.70443988333153,82.68600463867188,72.45999908447266,78.89600372314453,26.573333740234375,53.22999954223633,40.42917251586914,78.809738503156,66.45626690712353,80.38999938964844,84.27999877929688,43.49400329589844,96.0,95.36000061035156,99.45138888888889,99.35064935064936,65.36945812807882,54.48275862068965,86.12800598144531,25.880001068115234,82.50000762939453,80.8800048828125,79.79200744628906,76.12200164794922,82.25200653076172,80.21200561523438,79.2020034790039,74.57600402832031,81.57000732421875,79.68000030517578,73.33800506591797,77.92000579833984,77.82600402832031,80.35800170898438,69.48800659179688,75.9540023803711,75.22000122070312,78.46800231933594,64.18800354003906,72.86600494384766,80.86600494384766,80.8740005493164,75.93000030517578,76.29800415039062,79.15800476074219,79.33200073242188,71.16000366210938,73.29000091552734,75.13400268554688,75.46600341796875,59.5880012512207,65.4780044555664,67.5040054321289,60.298004150390625,41.20000076293945,38.41800308227539,59.94400405883789,29.994001388549805,29.496002197265625,10.306000709533691,80.8080062866211,77.43000030517578,76.92000579833984,69.70000457763672,81.54600524902344,74.49800109863281,75.72400665283203,63.65400314331055,78.66600036621094,67.62000274658203,71.1520004272461,50.134002685546875,75.16600036621094,59.8640022277832,64.1240005493164,37.47800064086914,73.85800170898438,50.47600173950195,56.43600082397461,26.48200035095215,82.14000701904297,81.42000579833984,78.76200103759766,75.69400024414062,81.79200744628906,71.77200317382812,77.87600708007812,56.09400177001953,82.00000762939453,78.31200408935547,79.23400115966797,69.74800109863281,79.82000732421875,72.56000518798828,76.14400482177734,59.05400466918945,76.26399993896484,48.32400131225586,70.77000427246094,79.23800659179688,72.89200592041016,77.36200714111328,69.44400024414062,74.81000518798828,63.43400192260742,72.42400360107422,58.20000457763672,65.27200317382812,43.09800338745117,77.99800109863281,73.27000427246094,68.8800048828125,61.596004486083984,59.90400314331055,51.03400421142578,57.928001403808594,48.932003021240234,51.410003662109375,42.0160026550293,81.57400512695312,75.50800323486328,76.34000396728516,28.702001571655273,65.83800506591797,70.2020034790039,51.84600067138672,62.590003967285156,38.634002685546875,45.38600158691406,21.09400177001953,80.74200439453125,76.23800659179688,79.0300064086914,71.73200225830078,75.91800689697266,63.0160026550293,70.16200256347656,47.69200134277344,56.89600372314453,24.724000930786133,70.6820068359375,61.28600311279297,32.6879997253418,23.744001388549805,14.880001068115234,79.9020004272461,72.84600067138672,77.57000732421875,68.302001953125,75.5,63.436004638671875,68.74400329589844,47.25800323486328,56.85200119018555,80.52800750732422,75.66400146484375,78.66200256347656,70.62800598144531,75.7820053100586,62.01400375366211,68.052001953125,42.52400207519531,58.71400451660156,27.740001678466797,74.11800384521484,71.70800018310547,68.06400299072266,57.336002349853516,65.51000213623047,58.39200210571289,55.24800109863281,47.762001037597656,54.868003845214844,41.052001953125,81.7300033569336,78.85200500488281,78.37600708007812,74.2800064086914,77.35400390625,69.70800018310547,72.00800323486328,65.31000518798828,66.93800354003906,55.928001403808594,80.83200073242188,76.10200500488281,80.03800201416016,74.35200500488281,76.7820053100586,65.61400604248047,73.91000366210938,58.178001403808594,68.83200073242188,47.176002502441406,70.69400024414062,67.2820053100586,62.112003326416016,59.04600143432617,54.50800323486328,50.836002349853516,46.656002044677734,43.59800338745117,38.93600082397461,35.86000061035156,61.84000015258789,18.84000015258789,79.33999633789062,42.86000061035156,49.48960227966309,65.97760162353515,80.40320587158203,72.54960479736329,65.19280204772949,57.85840187072754,73.82120513916016,64.28440399169922,61.41360321044922,78.00880279541016,52.75800266265869,51.3244026184082,76.07880249023438,76.55720367431641,67.21840362548828,81.02960510253907,72.34760437011718,63.56160278320313,55.25000152587891,55.714002990722655,50.58400268554688,63.224002838134766,77.14680480957031,68.81560363769532,56.680402755737305,55.544402313232425,40.65600242614746,78.76360321044922,71.54240417480469,72.52120437622071,70.47760391235352,71.71360244750977,68.8712028503418,55.36960372924805,55.47480163574219,54.58120193481445,75.28120422363281,64.88401349874644,71.26398131052653,59.228150307504755,50.71999931335449
efficientnet-b4-autoaug,47.893486010586585,82.55000305175781,72.02999877929688,77.8060073852539,27.266666412353516,47.53000259399414,34.329620361328125,75.7439134355275,62.849413886384134,79.83999633789062,83.87999725341797,36.374000549316406,95.72999572753906,95.2699966430664,99.30555555555556,99.26406926406926,62.41379310344828,51.52709359605912,86.24000549316406,17.50400161743164,82.44400024414062,79.04000091552734,78.23400115966797,73.0060043334961,81.85400390625,78.19600677490234,77.49800109863281,70.84200286865234,81.03400421142578,77.22400665283203,69.31600189208984,76.12200164794922,74.88200378417969,79.47600555419922,64.2760009765625,73.72400665283203,70.97600555419922,77.12200164794922,57.5160026550293,69.84600067138672,80.0,80.71000671386719,72.9320068359375,73.96000671386719,77.57000732421875,78.87800598144531,65.75,69.95000457763672,71.56600189208984,74.09600067138672,50.98600387573242,60.708003997802734,59.98800277709961,54.71800231933594,31.84200096130371,31.792001724243164,50.066001892089844,19.09800148010254,20.86400032043457,7.032000541687012,79.2560043334961,75.66400146484375,73.96200561523438,67.83600616455078,79.93800354003906,71.12200164794922,71.68600463867188,60.4160041809082,74.55400085449219,62.19600296020508,66.5780029296875,45.20600128173828,68.50800323486328,52.052001953125,57.18000411987305,32.16400146484375,67.24600219726562,41.676002502441406,46.66200256347656,20.946001052856445,81.99200439453125,81.2820053100586,76.49600219726562,74.67000579833984,81.71400451660156,71.23400115966797,74.21600341796875,54.85200119018555,81.79200744628906,72.7820053100586,77.60200500488281,60.618003845214844,78.21400451660156,60.42400360107422,73.5840072631836,44.902000427246094,72.9320068359375,28.32000160217285,66.21200561523438,79.66400146484375,71.47000122070312,78.1240005493164,67.77799987792969,75.76800537109375,61.086002349853516,73.0,53.85000228881836,64.30000305175781,35.91400146484375,73.55000305175781,67.91400146484375,60.730003356933594,52.678001403808594,50.64600372314453,41.022003173828125,48.53000259399414,38.59600067138672,41.7660026550293,31.580001831054688,80.72600555419922,74.38200378417969,73.42200469970703,16.782001495361328,63.26000213623047,64.56200408935547,48.51000213623047,54.4640007019043,35.694000244140625,35.880001068115234,17.71000099182129,78.74400329589844,72.7280044555664,75.73200225830078,65.93400573730469,70.27200317382812,53.7400016784668,60.676002502441406,35.448001861572266,42.31800079345703,13.35400104522705,64.0260009765625,46.07600402832031,12.280000686645508,6.624000549316406,4.51800012588501,79.03800201416016,69.73200225830078,74.64800262451172,63.656002044677734,70.4780044555664,58.13200378417969,60.23800277709961,40.91600036621094,44.38600158691406,78.42000579833984,71.49200439453125,75.36600494384766,63.60200119018555,70.31800079345703,51.428001403808594,57.97200393676758,29.836002349853516,46.242000579833984,16.16200065612793,71.12600708007812,67.14400482177734,63.974002838134766,49.0880012512207,62.16400146484375,52.298004150390625,52.62800216674805,42.262001037597656,48.31200408935547,31.780000686645508,81.07200622558594,77.20000457763672,77.01200103759766,71.51399993896484,75.03600311279297,64.906005859375,71.0260009765625,60.22600173950195,64.94000244140625,50.470001220703125,78.61800384521484,71.91800689697266,77.2800064086914,68.6240005493164,72.37600708007812,56.250003814697266,68.4020004272461,46.980003356933594,61.86000442504883,34.70600128173828,65.20800018310547,61.37800216674805,53.71800231933594,51.262001037597656,45.73800277709961,42.62600326538086,37.21800231933594,35.104000091552734,29.530000686645508,27.816001892089844,36.71999740600586,8.239999771118164,71.54000091552734,20.459999084472656,45.31360282897949,60.54200210571289,79.32880554199218,65.54840240478515,61.50000343322754,50.364802551269534,74.17120208740235,55.69560317993164,58.01960144042969,73.90040283203125,48.68840351104736,43.63720169067383,71.70720443725585,73.62200469970703,61.81080322265625,80.38600311279296,65.66360321044922,59.640803527832034,48.51440238952637,46.504001998901366,47.911201858520506,55.044403076171875,75.08480224609374,64.86320266723632,48.240802955627444,49.98800201416016,26.704801273345947,76.06360473632813,66.99120254516602,67.8380027770996,62.808403396606444,65.75760269165039,63.21360397338867,46.358001708984375,48.47480239868164,46.282401657104494,73.81720275878907,59.59438238143921,66.76726983388265,53.06263410166691,34.239999294281006
BiT-M-R101x1-ILSVRC2012,39.202765474775845,82.52200317382812,71.40999603271484,74.64600372314453,36.706668853759766,44.00666809082031,29.96718406677246,81.06402164111812,66.99729486023445,79.72999572753906,83.75999450683594,26.57400131225586,96.22000122070312,95.56999969482422,99.41666666666666,99.34199134199135,68.07881773399015,55.61576354679802,87.45600128173828,20.726001739501953,82.12000274658203,78.37000274658203,76.12200164794922,70.42000579833984,81.20000457763672,76.91600036621094,74.9000015258789,67.52200317382812,79.6240005493164,75.85800170898438,65.46200561523438,72.83200073242188,71.97200012207031,77.26000213623047,58.64800262451172,69.302001953125,65.58600616455078,73.21200561523438,48.31800079345703,64.302001953125,79.48200225830078,81.73600769042969,69.57600402832031,73.656005859375,76.27400207519531,80.91000366210938,61.070003509521484,71.59800720214844,69.93400573730469,79.28600311279297,47.01400375366211,66.25800323486328,59.5420036315918,72.55000305175781,31.464000701904297,47.19200134277344,51.208003997802734,57.426002502441406,22.93600082397461,17.272001266479492,79.5040054321289,77.75800323486328,72.27000427246094,65.16600036621094,77.99800109863281,74.5300064086914,69.2560043334961,57.262001037597656,74.76800537109375,66.13999938964844,60.340003967285156,40.44000244140625,67.73800659179688,56.32200241088867,43.28200149536133,27.72800064086914,64.13999938964844,46.066001892089844,31.558000564575195,18.852001190185547,79.58600616455078,81.32200622558594,70.94200134277344,71.47600555419922,76.28800201416016,71.56800079345703,67.0260009765625,51.64200210571289,80.95000457763672,70.54199981689453,74.49800109863281,54.336002349853516,75.05400085449219,58.250003814697266,67.21800231933594,37.630001068115234,66.2300033569336,28.214000701904297,56.75200271606445,80.46800231933594,69.59400177001953,79.08200073242188,65.44200134277344,76.4000015258789,58.0780029296875,73.76200103759766,52.14600372314453,64.51399993896484,35.444000244140625,75.68800354003906,67.1500015258789,66.656005859375,54.62400436401367,58.25400161743164,44.68600082397461,56.954002380371094,43.11600112915039,51.108001708984375,36.682003021240234,80.75200653076172,73.0840072631836,76.65400695800781,11.916000366210938,61.46000289916992,69.59400177001953,45.57400131225586,61.5880012512207,31.404001235961914,43.94200134277344,15.0600004196167,78.52400207519531,70.25800323486328,75.35200500488281,63.96400451660156,69.71800231933594,53.380001068115234,60.69600296020508,39.422000885009766,45.97600173950195,20.578001022338867,59.71000289916992,44.91800308227539,16.06599998474121,11.66200065612793,9.026000022888184,74.21000671386719,63.33400344848633,71.33800506591797,56.182003021240234,68.3759994506836,50.552001953125,59.7920036315918,36.87600326538086,46.63600158691406,77.9020004272461,68.89400482177734,74.29000091552734,61.73600387573242,68.97600555419922,51.884002685546875,57.846004486083984,33.97600173950195,47.552001953125,20.748001098632812,69.9280014038086,63.23200225830078,62.04000473022461,45.73800277709961,59.37800216674805,50.00200271606445,47.48200225830078,39.64200210571289,45.41800308227539,30.00400161743164,80.9320068359375,74.64800262451172,75.97000122070312,67.28600311279297,74.73800659179688,60.608001708984375,59.14600372314453,54.35000228881836,50.018001556396484,43.30800247192383,78.33800506591797,69.49000549316406,76.61600494384766,66.15399932861328,69.62600708007812,54.98600387573242,64.2560043334961,47.3640022277832,56.45600128173828,36.64800262451172,63.49400329589844,56.336002349853516,52.250003814697266,46.43600082397461,41.44200134277344,37.97800064086914,33.5260009765625,30.976001739501953,27.50400161743164,24.93600082397461,,,,,41.889601135253905,64.16320266723633,75.6216033935547,66.05320281982422,74.38160400390625,45.40000228881836,74.84520111083984,54.928402709960935,56.140802001953126,72.82960357666016,55.19520378112793,39.332401275634766,69.05840454101562,67.28720169067383,66.50600357055664,78.683203125,65.31320266723633,56.849202728271486,45.723602294921875,47.44760284423828,45.3164026260376,61.73200302124023,71.4916015625,60.04000244140625,49.520402145385745,45.534002685546874,28.276401329040528,73.74040222167969,62.07400360107422,67.28800354003906,61.97920227050781,64.07040328979492,55.341202926635745,49.25160217285156,46.41200256347656,43.643202209472655,68.1608039855957,58.27540779113768,66.93991415235732,50.87381284613359,
nasnetalarge,47.08868964027222,82.5060043334961,72.29000091552734,77.36000061035156,23.213333129882812,45.20333480834961,32.86761474609375,77.63751127141569,62.12804328223625,80.04000091552734,83.83999633789062,36.5880012512207,95.61000061035156,95.20999908447266,99.29861111111111,99.22077922077922,64.92610837438424,51.37931034482759,86.08000183105469,28.354001998901367,82.36600494384766,79.09600067138672,79.04400634765625,74.0060043334961,82.0060043334961,77.86800384521484,78.58200073242188,71.7300033569336,81.09800720214844,76.802001953125,69.85200500488281,77.69400024414062,73.45800018310547,79.90400695800781,64.41799926757812,75.89000701904297,68.23800659179688,78.01000213623047,56.67000198364258,73.02200317382812,80.35400390625,82.2300033569336,73.62800598144531,77.19400024414062,77.23200225830078,81.92400360107422,66.32400512695312,75.72400665283203,70.22600555419922,81.10000610351562,50.432003021240234,72.27400207519531,54.8640022277832,77.19000244140625,29.764001846313477,57.67400360107422,42.406002044677734,64.26000213623047,18.740001678466797,26.658000946044922,80.1240005493164,76.7760009765625,76.04000091552734,68.26600646972656,79.31000518798828,72.4320068359375,74.75200653076172,62.46000289916992,77.2300033569336,63.17200469970703,71.27000427246094,48.93400192260742,73.16600036621094,52.506004333496094,65.15800476074219,35.582000732421875,69.1300048828125,41.05000305175781,59.87800216674805,24.07200050354004,82.16800689697266,80.57600402832031,77.49000549316406,74.97200012207031,80.28400421142578,68.98400115966797,73.60200500488281,55.070003509521484,82.18400573730469,74.65400695800781,78.7540054321289,64.21800231933594,80.02800750732422,63.208003997802734,75.21800231933594,49.49800109863281,75.37200164794922,29.71000099182129,68.4260025024414,81.13200378417969,73.7540054321289,80.22000122070312,70.63400268554688,78.35800170898438,64.406005859375,75.88800048828125,57.62600326538086,68.59600067138672,40.41400146484375,75.45800018310547,71.03400421142578,63.644004821777344,58.50200271606445,53.630001068115234,48.3280029296875,50.910003662109375,45.970001220703125,44.55000305175781,39.21200180053711,81.3340072631836,74.64000701904297,74.4800033569336,18.928001403808594,64.73400115966797,65.41800689697266,52.74400329589844,54.94200134277344,40.9640007019043,35.900001525878906,20.426000595092773,79.01399993896484,73.81999969482422,76.11400604248047,69.38400268554688,70.96000671386719,60.316001892089844,61.49800109863281,46.922000885009766,44.29800033569336,27.648000717163086,65.98800659179688,51.91400146484375,21.392000198364258,14.55000114440918,8.598000526428223,74.73800659179688,67.4020004272461,72.07600402832031,62.10000228881836,68.86199951171875,57.702003479003906,58.96400451660156,44.612003326416016,44.272003173828125,78.49400329589844,73.11400604248047,75.07000732421875,67.11000061035156,69.77000427246094,58.060001373291016,57.7920036315918,40.67000198364258,45.76400375366211,27.530000686645508,71.69800567626953,68.23600006103516,64.3740005493164,51.00200271606445,61.816001892089844,53.28600311279297,51.742000579833984,42.672000885009766,49.16800308227539,34.60600280761719,81.07000732421875,78.10800170898438,77.00800323486328,72.41000366210938,74.65800476074219,66.34600067138672,64.2300033569336,59.698001861572266,57.19600296020508,49.43600082397461,79.04200744628906,73.61000061035156,77.08000183105469,70.39400482177734,70.33600616455078,58.64400100708008,65.30599975585938,50.28600311279297,57.8380012512207,39.452003479003906,82.5060043334961,61.66400146484375,52.97600173950195,50.88600158691406,43.62800216674805,42.77000045776367,34.39400100708008,35.28600311279297,29.2760009765625,27.98600196838379,39.81999969482422,14.100000381469727,68.84400177001953,25.18000030517578,47.862802505493164,61.18720397949219,80.00720520019532,66.37680282592774,77.34080352783204,52.537201690673825,76.83880157470703,58.477202606201175,61.36680374145508,75.79200286865235,61.90480270385742,43.718401718139646,69.92040328979492,74.69800415039063,62.41480407714844,80.67680511474609,65.37800445556641,59.75960235595703,49.960401916503905,53.29680213928223,50.70160255432129,57.63840255737305,76.84640350341797,65.19960174560546,55.61800117492676,52.03400230407715,32.48840198516846,75.09240264892578,67.33520278930663,65.01640319824219,63.42640342712402,63.782403564453126,69.41960372924805,52.6092025756836,47.77760353088379,48.55600204467773,70.83240432739258,61.73940799908758,67.77982561323378,56.51852889813876,36.986000537872314
efficientnet-b4,46.19747218321271,82.2280044555664,70.80999755859375,75.43000030517578,23.786666870117188,43.65666961669922,30.077228546142578,75.29305680793507,60.77547339945897,79.13999938964844,83.22000122070312,31.94000244140625,95.43000030517578,95.20999908447266,99.27777777777777,99.24675324675324,62.315270935960584,49.802955665024626,85.92000579833984,18.513999938964844,81.77400207519531,78.52200317382812,77.82600402832031,72.11800384521484,80.79400634765625,77.44200134277344,76.79800415039062,69.51600646972656,79.39000701904297,76.29600524902344,67.79400634765625,74.94600677490234,72.9260025024414,77.02400207519531,61.978004455566406,71.63600158691406,67.81600189208984,73.27000427246094,53.86600112915039,66.74800109863281,79.96000671386719,78.60200500488281,72.0300064086914,71.5320053100586,77.00200653076172,75.89200592041016,63.88200378417969,66.64400482177734,70.75200653076172,69.95800018310547,48.50400161743164,54.94200134277344,59.630001068115234,48.52800369262695,30.25400161743164,24.858001708984375,50.39400100708008,12.672000885009766,20.580001831054688,4.384000301361084,78.05400085449219,76.46000671386719,72.48600006103516,66.37000274658203,78.41000366210938,71.39600372314453,69.71000671386719,58.708003997802734,73.84000396728516,62.224002838134766,64.6300048828125,42.5420036315918,68.24400329589844,51.092002868652344,55.90800094604492,28.858001708984375,66.05000305175781,39.54800033569336,46.53000259399414,18.652000427246094,78.68800354003906,80.86600494384766,72.76600646972656,73.96000671386719,75.60600280761719,71.0040054321289,69.49800109863281,54.03400421142578,80.7280044555664,71.11200714111328,76.50800323486328,60.46200180053711,75.07200622558594,59.01000213623047,69.67000579833984,45.94400405883789,66.91000366210938,33.400001525878906,60.79000473022461,77.74200439453125,69.21200561523438,75.74600219726562,64.52200317382812,72.60200500488281,56.80400085449219,69.41600036621094,49.742000579833984,60.34800338745117,32.47600173950195,71.9020004272461,66.44800567626953,58.44400405883789,50.172000885009766,48.23600387573242,38.242000579833984,45.74800109863281,35.91200256347656,38.84000015258789,28.73600196838379,80.62800598144531,73.79400634765625,73.22200012207031,19.788000106811523,62.10600280761719,62.980003356933594,46.93800354003906,52.794002532958984,33.44200134277344,34.656002044677734,15.722001075744629,77.35200500488281,70.81800079345703,73.406005859375,63.15400314331055,66.15800476074219,50.18000411987305,53.832000732421875,34.07200241088867,33.69000244140625,15.558000564575195,61.268001556396484,43.564002990722656,15.000000953674316,9.32800006866455,6.158000469207764,74.23800659179688,67.5260009765625,70.68000030517578,58.99200439453125,66.93800354003906,51.86600112915039,55.24400329589844,35.20000076293945,38.290000915527344,76.67200469970703,69.5580062866211,72.17200469970703,60.62800216674805,65.27000427246094,48.5420036315918,49.698001861572266,28.80000114440918,35.6400032043457,16.304000854492188,69.22400665283203,65.56800079345703,59.80800247192383,45.92000198364258,58.03200149536133,49.432003021240234,46.33400344848633,38.27400207519531,40.94000244140625,26.218000411987305,80.51400756835938,76.86400604248047,75.68800354003906,70.48400115966797,73.34200286865234,63.64800262451172,65.75200653076172,59.48200225830078,58.3180046081543,50.336002349853516,77.03800201416016,70.59000396728516,74.71000671386719,66.80599975585938,66.57200622558594,53.340003967285156,60.316001892089844,43.95800018310547,51.01400375366211,32.13600158691406,64.66600036621094,59.60600280761719,53.62600326538086,49.018001556396484,45.68600082397461,40.112003326416016,37.60000228881836,33.0260009765625,30.57600212097168,25.946001052856445,41.71999740600586,9.399999618530273,72.31999969482422,24.799999237060547,43.02600250244141,60.144003295898436,75.40080413818359,60.887603759765625,57.13040313720703,50.837603378295896,71.17080307006836,53.36600189208984,54.551202392578126,72.91960296630859,44.47200269699097,41.541601943969724,65.93000411987305,69.84640426635742,60.85600280761719,78.45040435791016,59.890403747558594,54.86760330200195,45.08240165710449,44.76640281677246,46.40040302276611,52.634001922607425,73.59080352783204,64.1628028869629,46.7564022064209,46.41960144042969,27.063601207733154,74.60040283203125,65.0544044494629,67.54760437011718,63.07840423583984,61.0780029296875,61.85280303955078,43.90200233459473,47.05000305175781,46.43080177307129,70.72280502319336,57.20133628845216,64.09664787716336,51.039076353374284,37.059998989105225
resnext50_32x4d_swsl,49.3842497569407,82.18000030517578,72.6500015258789,76.09800720214844,33.026668548583984,68.97666931152344,50.44902038574219,81.78539224526601,63.11992786293958,80.23999786376953,84.04000091552734,28.930002212524414,95.8699951171875,95.62999725341797,99.30555555555556,99.25541125541125,65.27093596059113,51.42857142857142,86.8800048828125,20.402000427246094,81.96800231933594,74.57600402832031,78.99400329589844,72.53600311279297,81.25800323486328,71.53400421142578,78.22200012207031,69.45000457763672,80.06800079345703,68.97200012207031,66.62000274658203,76.69600677490234,60.7660026550293,77.99400329589844,57.720001220703125,73.97000122070312,48.858001708984375,74.70600128173828,45.784000396728516,70.10200500488281,77.06600189208984,81.3080062866211,72.72200012207031,75.92000579833984,69.73600006103516,80.49600219726562,64.2280044555664,73.5040054321289,54.92400360107422,78.25800323486328,48.96600341796875,67.54600524902344,37.902000427246094,70.13400268554688,32.1140022277832,47.43000411987305,28.838001251220703,51.32400131225586,22.796001434326172,19.73000144958496,75.75800323486328,74.5,75.17200469970703,69.23400115966797,76.38400268554688,68.47400665283203,73.87800598144531,62.21800231933594,68.95600128173828,53.96800231933594,69.0,46.624000549316406,61.23400115966797,40.202003479003906,61.310001373291016,33.42000198364258,58.27400207519531,28.07000160217285,55.96800231933594,22.6820011138916,80.93600463867188,77.19000244140625,76.04000091552734,74.60200500488281,77.76600646972656,55.11600112915039,71.66800689697266,51.676002502441406,81.22200012207031,62.89800262451172,78.27200317382812,61.044002532958984,76.65800476074219,46.85600280761719,72.53800201416016,47.08400344848633,68.47200012207031,21.790000915527344,63.27000427246094,79.59800720214844,73.156005859375,78.08200073242188,69.66600036621094,74.71000671386719,63.26000213623047,69.92400360107422,56.01000213623047,56.96600341796875,37.406002044677734,73.1240005493164,69.54600524902344,60.10200119018555,55.952003479003906,49.62600326538086,45.43000030517578,47.61600112915039,43.3900032043457,41.0620002746582,36.86600112915039,79.92400360107422,75.79600524902344,73.16600036621094,21.218000411987305,66.09200286865234,61.28600311279297,51.810001373291016,46.69400405883789,37.63199996948242,22.996000289916992,17.852001190185547,74.67400360107422,71.76000213623047,68.16600036621094,64.59400177001953,56.512001037597656,52.62600326538086,39.74800109863281,37.7760009765625,20.07000160217285,19.988000869750977,63.78400421142578,48.82400131225586,21.71000099182129,14.816000938415527,8.406000137329102,63.60600280761719,63.40400314331055,59.15200424194336,55.090003967285156,53.4640007019043,49.14400100708008,36.74800109863281,35.314002990722656,19.828001022338867,73.83200073242188,70.76800537109375,65.9280014038086,62.19400405883789,54.612003326416016,50.65200424194336,34.68800354003906,32.650001525878906,21.4060001373291,21.48200035095215,66.52799987792969,65.52400207519531,56.56800079345703,46.85200119018555,57.08200454711914,47.9640007019043,45.07200241088867,35.7760009765625,39.702003479003906,30.628002166748047,79.11800384521484,77.61000061035156,73.30400085449219,70.02200317382812,70.28400421142578,62.13600158691406,54.23800277709961,54.172000885009766,44.18800354003906,41.52400207519531,74.99000549316406,72.02000427246094,70.73800659179688,67.7800064086914,57.086002349853516,53.61000442504883,48.262001037597656,44.48800277709961,37.066001892089844,33.842002868652344,62.84800338745117,61.34800338745117,54.09400177001953,50.94000244140625,47.832000732421875,43.12200164794922,39.88200378417969,36.04600143432617,35.384002685546875,29.218002319335938,11.9399995803833,8.800000190734863,51.47999954223633,12.139999389648438,46.8356014251709,53.042802810668945,77.01080322265625,51.834001541137695,72.30400314331055,51.12480278015137,71.85600433349609,54.34800415039062,59.89960250854492,68.12120208740234,56.82600440979004,44.13480224609375,57.62840347290039,72.35760345458985,56.8132022857666,79.1988021850586,50.09320182800293,52.99040222167969,45.34880142211914,47.549203109741214,49.836402130126956,54.30600128173828,75.5968032836914,61.09280166625977,49.34880180358887,44.67080230712891,31.50800151824951,64.94120254516602,62.42200241088867,53.6932014465332,52.77000198364258,46.55960197448731,67.06560287475585,50.236802673339845,48.16520233154297,48.00800247192383,64.2264030456543,56.37930517441186,59.74429132673476,53.598297289798154,21.089999675750732
resnext101_32x16d_ssl,47.288538403370424,81.83600616455078,71.25,74.11000061035156,32.66666793823242,50.22999954223633,34.60865783691406,80.34265103697025,66.45626690712353,79.18000030517578,82.69999694824219,29.96200180053711,95.79000091552734,95.4000015258789,99.34722222222221,99.39393939393939,61.97044334975369,51.231527093596064,85.69600677490234,26.630001068115234,81.63200378417969,73.97600555419922,78.41600036621094,72.63400268554688,80.98600006103516,71.4280014038086,77.71600341796875,69.93400573730469,79.86600494384766,69.44200134277344,68.01600646972656,76.4280014038086,62.96000289916992,77.7820053100586,61.428001403808594,74.06600189208984,53.84600067138672,74.54000091552734,52.19600296020508,70.44400024414062,77.4800033569336,80.82600402832031,74.23400115966797,75.61400604248047,72.27400207519531,79.98400115966797,68.52000427246094,73.50200653076172,61.87600326538086,78.00800323486328,57.89400100708008,68.31800079345703,47.230003356933594,70.78600311279297,43.30400085449219,50.20600128173828,37.76000213623047,55.25400161743164,33.74800109863281,22.54800033569336,75.6240005493164,73.89400482177734,74.6760025024414,70.55000305175781,75.58200073242188,69.27200317382812,73.73600006103516,65.6780014038086,70.5780029296875,58.228004455566406,70.4000015258789,54.11000442504883,64.6300048828125,47.064002990722656,65.05400085449219,42.566001892089844,61.618003845214844,36.152000427246094,60.44400405883789,31.676000595092773,81.06200408935547,76.37600708007812,75.88400268554688,74.19400024414062,77.87800598144531,56.50400161743164,71.51399993896484,52.93000411987305,80.94600677490234,64.79400634765625,77.77800750732422,64.44000244140625,75.67400360107422,48.63600158691406,72.06999969482422,52.71600341796875,66.54000091552734,19.52800178527832,63.44400405883789,78.9320068359375,72.42200469970703,77.43600463867188,68.60400390625,74.47400665283203,62.59400177001953,70.06600189208984,55.928001403808594,58.3900032043457,39.374000549316406,72.48600006103516,69.94800567626953,59.91800308227539,57.7400016784668,50.182003021240234,47.75800323486328,47.97600173950195,45.8280029296875,41.85200119018555,39.46800231933594,79.32000732421875,75.59600067138672,72.69200134277344,26.578001022338867,68.38200378417969,63.03200149536133,58.096004486083984,50.768001556396484,45.656002044677734,28.14000129699707,24.77800178527832,75.19200134277344,73.63600158691406,69.76000213623047,68.04800415039062,60.45000457763672,58.846004486083984,45.07600402832031,44.93400192260742,24.578001022338867,26.244001388549805,66.36800384521484,54.49800109863281,28.354001998901367,20.904001235961914,13.140000343322754,61.134002685546875,66.66800689697266,61.23800277709961,61.298004150390625,57.16800308227539,56.340003967285156,42.974002838134766,42.92400360107422,25.330001831054688,73.72600555419922,72.31000518798828,66.71800231933594,65.52000427246094,57.35000228881836,56.16200256347656,38.68600082397461,39.1140022277832,25.174001693725586,26.63800048828125,66.69800567626953,66.71200561523438,58.38600158691406,50.858001708984375,58.5160026550293,50.83400344848633,46.8280029296875,39.314002990722656,42.34000015258789,34.202003479003906,79.16000366210938,77.12600708007812,73.19000244140625,70.46200561523438,69.63200378417969,63.58200454711914,49.474002838134766,54.35600280761719,39.34000015258789,42.91800308227539,73.9020004272461,72.79199981689453,69.5320053100586,69.21600341796875,57.21400451660156,56.87600326538086,49.10000228881836,48.64400100708008,38.5780029296875,38.53000259399414,67.5580062866211,64.87000274658203,60.04600143432617,56.17000198364258,53.69600296020508,49.35000228881836,45.67000198364258,42.19000244140625,40.87000274658203,35.11800003051758,15.420000076293945,8.760000228881836,51.31999969482422,13.84000015258789,52.91600227355957,56.922003173828124,76.42000427246094,55.01120262145996,72.97160263061524,54.17160224914551,71.85960464477539,57.21160202026367,59.784402465820314,69.60640258789063,58.03760299682617,49.53960189819336,57.66520309448242,72.13800277709962,58.79040260314942,78.9612030029297,52.330802536010744,54.553602600097655,48.384003448486325,51.94880294799805,54.50160255432129,54.482801818847655,75.41400146484375,61.688804626464844,54.34160270690918,50.772003936767575,36.65280170440674,66.33040237426758,64.84160385131835,59.32400283813477,53.16760368347168,49.56880264282226,68.86200180053712,52.14840316772461,55.540001678466794,53.56800308227539,62.159202575683594,58.632289891365254,61.316269599066835,56.78391845100805,22.335000038146973
vit_base_patch16_224,44.690504483093875,81.79000091552734,71.33000183105469,72.60800170898438,32.06666564941406,47.336666107177734,35.76411437988281,85.75293056807935,69.97294860234446,78.75,82.61000061035156,30.5260009765625,95.33999633789062,95.19999694824219,99.22222222222223,99.2121212121212,67.88177339901478,56.00985221674877,86.67200469970703,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
vit_base_patch32_384,43.76687911850492,81.65800476074219,71.23999786376953,72.52400207519531,33.66666793823242,44.70000076293945,32.460845947265625,84.76104598737602,70.8746618575293,79.70999908447266,83.25999450683594,33.98400115966797,95.80999755859375,95.2699966430664,99.23611111111111,99.15151515151514,69.06403940886699,58.17733990147783,85.93600463867188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnext101_32x8d_ssl,46.186669547369554,81.62600708007812,71.40999603271484,73.75800323486328,29.066667556762695,49.086666107177734,34.0211067199707,78.08836789900812,62.488728584310195,79.06999969482422,82.97999572753906,29.25200080871582,95.5,95.31999969482422,99.33333333333333,99.2900432900433,61.92118226600986,50.29556650246305,86.4320068359375,26.426000595092773,81.51200103759766,73.90800476074219,78.2800064086914,72.35800170898438,80.79600524902344,70.96400451660156,77.52400207519531,69.52200317382812,79.59600067138672,68.9020004272461,67.37200164794922,76.30000305175781,61.58000183105469,77.60800170898438,60.21400451660156,73.73400115966797,52.388004302978516,74.22000122070312,50.69000244140625,70.02000427246094,77.22200012207031,80.75200653076172,73.78600311279297,75.57200622558594,71.42200469970703,80.0560073852539,67.79000091552734,73.41200256347656,60.10000228881836,78.19600677490234,55.68600082397461,68.07600402832031,44.60400390625,71.39600372314453,39.94000244140625,48.89600372314453,34.67399978637695,56.13200378417969,30.16400146484375,21.32000160217285,75.42400360107422,73.91000366210938,74.5300064086914,70.20600128173828,75.08200073242188,68.92400360107422,73.16800689697266,65.0300064086914,69.37800598144531,57.26400375366211,69.80000305175781,52.72800064086914,62.70600128173828,45.97200393676758,63.71000289916992,40.652000427246094,58.86000442504883,34.9900016784668,58.20600128173828,29.53400230407715,80.87200164794922,76.39600372314453,75.94800567626953,74.10000610351562,77.31400299072266,56.500003814697266,71.10800170898438,52.97200393676758,80.6760025024414,63.93000411987305,77.62800598144531,63.71600341796875,75.36200714111328,47.46800231933594,72.01600646972656,51.650001525878906,66.92000579833984,16.474000930786133,63.67000198364258,78.9280014038086,72.31999969482422,77.54000091552734,69.052001953125,74.23800659179688,62.79000473022461,69.64000701904297,55.820003509521484,56.448001861572266,38.39200210571289,72.0580062866211,69.38200378417969,58.948001861572266,56.71600341796875,48.874000549316406,46.592002868652344,46.698001861572266,44.5780029296875,40.492000579833984,38.21800231933594,79.08000183105469,75.56000518798828,72.59600067138672,25.100000381469727,68.01399993896484,62.91200256347656,56.77800369262695,50.92400360107422,43.89800262451172,27.886001586914062,23.59200096130371,74.84200286865234,72.51600646972656,69.53600311279297,67.01800537109375,59.384002685546875,57.43400192260742,44.68400192260742,44.034000396728516,24.806001663208008,25.802001953125,65.80599975585938,53.566001892089844,26.362001419067383,18.947999954223633,10.780000686645508,61.55800247192383,64.9800033569336,62.14600372314453,60.3280029296875,58.03000259399414,55.81800079345703,43.0260009765625,42.544002532958984,25.23200035095215,73.58200073242188,71.52799987792969,67.03800201416016,64.71800231933594,57.340003967285156,55.55800247192383,38.87800216674805,38.88600158691406,25.136001586914062,26.516000747680664,66.09000396728516,66.32600402832031,56.592002868652344,49.06800079345703,57.0880012512207,49.94000244140625,45.35200119018555,37.974002838134766,40.66400146484375,32.58000183105469,78.66000366210938,77.0840072631836,72.70000457763672,70.22000122070312,69.63600158691406,62.63600158691406,49.39600372314453,53.6400032043457,39.448001861572266,41.62200164794922,74.29600524902344,72.31800079345703,70.40400695800781,68.97200012207031,58.290000915527344,57.11600112915039,50.28000259399414,49.11000061035156,39.55000305175781,39.02000045776367,66.64200592041016,63.89800262451172,58.840003967285156,54.53400421142578,52.590003967285156,47.698001861572266,44.29600143432617,40.37200164794922,39.518001556396484,33.156002044677734,13.079999923706055,8.59999942779541,49.87999725341797,11.739999771118164,51.63000221252442,56.21200332641602,76.22880401611329,54.65040245056152,73.30640563964843,53.507603073120116,71.3588035583496,57.3072006225586,59.67480239868164,68.29000320434571,57.45520362854004,47.931602478027344,58.56400375366211,72.07400436401367,58.67960205078125,78.74640197753907,52.39480209350586,53.1572021484375,47.17760238647461,51.44120140075684,53.568402481079104,53.4140022277832,75.17160339355469,61.04040298461914,53.36080322265625,50.019202041625974,35.09240074157715,65.54840316772462,64.03120269775391,57.60440216064453,52.15360298156738,49.99840202331543,67.88280410766602,51.09720306396484,53.473201751708984,52.377203369140624,61.96800308227539,57.964074521187044,60.814025179545084,55.944023634258066,20.8249990940094
vit_large_patch32_384,44.949767743329375,81.51200103759766,70.58999633789062,72.7280044555664,38.93333435058594,48.23666763305664,34.67154312133789,86.29395852119026,73.12894499549142,78.30999755859375,81.5999984741211,35.05000305175781,95.82999420166016,95.23999786376953,99.24305555555556,99.16883116883118,69.4088669950739,59.26108374384237,86.01600646972656,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
senet154,43.30776709517122,81.30400085449219,70.19999694824219,73.0260009765625,19.013334274291992,42.22666931152344,30.000591278076172,74.30117222723173,57.98016230838593,78.45999908447266,82.88999938964844,29.264001846313477,95.06999969482422,94.72999572753906,99.23611111111111,98.98701298701299,60.73891625615764,47.29064039408867,83.96800231933594,15.738000869750977,81.30400085449219,81.30400085449219,77.69200134277344,71.14200592041016,79.61200714111328,69.82400512695312,76.47000122070312,68.18600463867188,77.6780014038086,67.656005859375,66.06000518798828,74.4320068359375,60.560001373291016,74.60200500488281,59.60600280761719,70.81800079345703,50.172000885009766,70.06200408935547,50.16200256347656,65.64200592041016,75.61200714111328,81.30400085449219,71.96800231933594,71.28400421142578,69.4800033569336,73.51800537109375,65.4320068359375,66.36400604248047,56.66200256347656,66.47600555419922,52.768001556396484,55.89600372314453,39.79600143432617,46.288002014160156,36.124000549316406,29.942001342773438,29.108001708984375,15.588000297546387,26.02800178527832,7.260000228881836,81.30400085449219,69.51600646972656,72.62000274658203,66.55000305175781,73.4800033569336,62.0680046081543,71.302001953125,60.25800323486328,53.80600357055664,46.250003814697266,62.69400405883789,46.63600158691406,35.86600112915039,31.614002227783203,48.67000198364258,33.948001861572266,28.71200180053711,20.290000915527344,38.316001892089844,23.100000381469727,81.30400085449219,78.3280029296875,72.79400634765625,74.62600708007812,73.82600402832031,64.23200225830078,70.17400360107422,58.13600158691406,79.15800476074219,66.1500015258789,76.16400146484375,63.97200393676758,71.18600463867188,50.99400329589844,68.23600006103516,51.43400192260742,60.89200210571289,23.786001205444336,57.888004302978516,81.30400085449219,69.12800598144531,71.9520034790039,64.76000213623047,67.16800689697266,58.08400344848633,63.19200134277344,52.32600402832031,50.066001892089844,36.37800216674805,81.30400085449219,67.27000427246094,50.73600387573242,51.97200393676758,38.25600051879883,40.656002044677734,35.486000061035156,38.288002014160156,28.498001098632812,31.388002395629883,81.30400085449219,73.37000274658203,64.34600067138672,24.590002059936523,63.23400115966797,49.160003662109375,49.816001892089844,35.62200164794922,37.69000244140625,18.194000244140625,20.00200080871582,81.30400085449219,70.78600311279297,66.74800109863281,63.384002685546875,53.518001556396484,50.26000213623047,35.46000289916992,34.20800018310547,14.438000679016113,14.86600112915039,63.776004791259766,50.4160041809082,23.82400131225586,16.986000061035156,10.688000679016113,81.30400085449219,68.61199951171875,63.81200408935547,60.70600128173828,55.426002502441406,52.35200119018555,35.07200241088867,33.48800277709961,15.498001098632812,81.30400085449219,69.56200408935547,64.39400482177734,60.936004638671875,52.066001892089844,48.97200393676758,30.632001876831055,29.23400115966797,15.688000679016113,16.128000259399414,64.06999969482422,64.7280044555664,51.96800231933594,43.80400085449219,52.78400421142578,47.500003814697266,40.5880012512207,35.25,32.60000228881836,26.330001831054688,81.30400085449219,76.81000518798828,73.92000579833984,70.2560043334961,71.39200592041016,63.310001373291016,53.40200424194336,55.496002197265625,43.39400100708008,44.23400115966797,81.30400085449219,70.68000030517578,69.47600555419922,66.74000549316406,53.76000213623047,52.82400131225586,43.27800369262695,43.43400192260742,30.10000228881836,31.176000595092773,81.30400085449219,63.66800308227539,58.820003509521484,55.00400161743164,50.53200149536133,46.922000885009766,42.53000259399414,39.746002197265625,36.444000244140625,31.898000717163086,35.55999755859375,9.15999984741211,61.53999710083008,16.34000015258789,46.09840202331543,45.94760360717773,73.2732032775879,50.2936014175415,56.63480281829834,54.55160331726074,66.73640289306641,52.97080192565918,56.1352035522461,54.633602142333984,46.14920310974121,47.4476016998291,55.58360290527344,69.05120315551758,49.72520141601562,76.65160369873047,48.81680202484131,48.402001953125,43.52240219116211,44.96640281677246,48.82240180969238,46.85600128173828,73.01080322265625,62.021202850341794,46.700801849365234,46.17920112609863,33.13800220489502,65.90320281982422,63.03120422363281,54.1316032409668,56.69800224304199,50.22240219116211,58.720402526855466,45.914802932739256,50.46400260925293,53.926001739501956,64.68240356445312,54.1103512103741,56.61766917970446,52.04713942879124,30.649998664855957
resnet50_swsl,48.44982175650859,81.18000030517578,71.45999908447266,74.52000427246094,29.893333435058594,68.30667114257812,49.550987243652344,81.51487826871056,62.759242560865644,79.31999969482422,83.1199951171875,28.268001556396484,95.40999603271484,95.19999694824219,99.19444444444444,99.2034632034632,64.72906403940887,50.3448275862069,85.40800476074219,14.938000679016113,80.802001953125,73.36800384521484,77.39600372314453,71.01000213623047,80.0840072631836,70.27799987792969,76.58800506591797,67.87000274658203,78.61800384521484,67.89400482177734,65.17200469970703,75.06600189208984,59.948001861572266,76.68400573730469,56.67400360107422,72.47200012207031,48.57200241088867,73.302001953125,45.32400131225586,68.21400451660156,75.2020034790039,80.18600463867188,71.09400177001953,74.36800384521484,66.22000122070312,79.1780014038086,61.24800109863281,71.86400604248047,49.07600402832031,76.70000457763672,43.07600021362305,65.56800079345703,30.696001052856445,67.12000274658203,24.560001373291016,45.00400161743164,21.09800148010254,46.06200408935547,16.328001022338867,17.75,74.35400390625,72.53800201416016,73.49600219726562,67.74800109863281,75.26800537109375,66.44200134277344,72.20000457763672,60.80000305175781,66.09200286865234,51.63200378417969,66.90800476074219,45.02800369262695,57.7920036315918,37.50800323486328,58.89800262451172,31.018001556396484,53.802001953125,25.768001556396484,52.900001525878906,20.2760009765625,79.92000579833984,75.7820053100586,75.24200439453125,73.302001953125,75.89000701904297,53.2920036315918,70.71600341796875,50.38800048828125,80.12200164794922,61.03000259399414,76.53400421142578,59.50800323486328,74.94400024414062,44.19200134277344,70.59600067138672,45.30000305175781,66.3479995727539,18.354000091552734,61.000003814697266,78.1820068359375,71.59600067138672,76.85800170898438,68.14000701904297,73.302001953125,61.95600128173828,68.13600158691406,54.81200408935547,54.762001037597656,37.09000015258789,71.1520004272461,68.10400390625,57.39400100708008,54.24800109863281,46.784000396728516,43.362003326416016,44.65400314331055,41.38200378417969,37.72200012207031,34.444000244140625,78.86800384521484,74.53400421142578,71.5300064086914,18.736000061035156,64.94200134277344,59.37600326538086,51.060001373291016,46.10600280761719,37.17000198364258,24.312000274658203,16.976001739501953,72.8800048828125,70.07400512695312,65.60400390625,62.3280029296875,52.362003326416016,49.32200241088867,34.32200241088867,32.9640007019043,14.890000343322754,15.004000663757324,61.730003356933594,46.99800109863281,21.378000259399414,15.180000305175781,9.192000389099121,63.03400421142578,62.80400466918945,56.72600173950195,53.43400192260742,49.72200393676758,45.65800094604492,32.20800018310547,29.968002319335938,15.518000602722168,71.72000122070312,69.04600524902344,62.410003662109375,59.566001892089844,49.28000259399414,46.742000579833984,28.340002059936523,27.394001007080078,15.828001022338867,15.778000831604004,64.46400451660156,63.272003173828125,54.23200225830078,44.592002868652344,53.59800338745117,45.11600112915039,41.63200378417969,32.055999755859375,36.374000549316406,27.174001693725586,77.51000213623047,76.1240005493164,72.2040023803711,68.34000396728516,69.66800689697266,59.948001861572266,48.19200134277344,49.230003356933594,36.513999938964844,35.55000305175781,73.11600494384766,70.44000244140625,67.93000030517578,65.97600555419922,51.19400405883789,49.62000274658203,40.986000061035156,39.358001708984375,28.976001739501953,27.76000213623047,61.750003814697266,60.380001068115234,52.73200225830078,50.32600402832031,45.14200210571289,41.66400146484375,36.97200012207031,34.592002868652344,32.034000396728516,27.45400047302246,12.479999542236328,8.760000228881836,51.65999984741211,12.65999984741211,44.974002075195315,50.77760238647461,75.4448028564453,48.01160297393799,69.84920349121094,49.4468017578125,70.24800262451171,50.630802917480466,58.71880264282227,65.46160354614258,54.9108024597168,42.88320198059082,52.44040222167969,70.81760330200196,56.0384033203125,77.89800415039062,45.515602111816406,50.06000289916992,42.44200172424316,43.70520191192627,48.93640213012695,51.54120101928711,73.94720306396485,57.838402557373044,45.938402366638186,41.36040210723877,30.895601081848145,64.01200256347656,61.21000289916992,48.45840225219727,50.53000259399414,43.44160213470459,64.88040313720703,48.30800247192383,43.26120109558106,45.72600173950195,60.8176025390625,53.95295633169321,57.01511374579536,51.32132861488744,21.389999866485596
efficientnet-b3-advprop-autoaug,43.955925245759964,81.09000396728516,70.29000091552734,76.656005859375,17.226667404174805,50.116668701171875,36.89009475708008,76.73579801623085,65.01352569882776,78.5,82.6199951171875,40.3640022277832,94.88999938964844,94.55999755859375,99.20138888888889,99.10822510822511,63.44827586206897,52.906403940886705,84.6240005493164,25.55000114440918,80.96000671386719,78.2560043334961,77.89600372314453,73.94400024414062,80.40400695800781,77.2800064086914,77.15400695800781,72.38600158691406,79.5040054321289,76.5,71.07400512695312,75.74800109863281,73.81200408935547,78.1500015258789,66.9320068359375,73.51399993896484,69.73600006103516,75.74800109863281,60.64200210571289,69.81000518798828,78.29000091552734,78.97200012207031,73.26399993896484,73.71600341796875,74.9520034790039,76.88800048828125,67.39600372314453,69.96200561523438,67.7800064086914,71.3740005493164,54.368003845214844,61.03200149536133,54.91800308227539,52.0160026550293,35.790000915527344,32.992000579833984,44.492000579833984,19.102001190185547,24.774002075195312,8.098000526428223,78.23800659179688,72.52000427246094,74.64200592041016,65.77200317382812,78.93600463867188,67.84400177001953,73.27799987792969,59.85400390625,73.68400573730469,58.452003479003906,66.14800262451172,45.452003479003906,65.81400299072266,47.294002532958984,56.18400192260742,32.62800216674805,63.720001220703125,36.03000259399414,47.314002990722656,22.57000160217285,80.5300064086914,78.64400482177734,76.58800506591797,73.53400421142578,79.99200439453125,65.7560043334961,76.13800048828125,53.36000442504883,80.29600524902344,73.98200225830078,77.29200744628906,66.7040023803711,77.6300048828125,64.82400512695312,73.71000671386719,55.91200256347656,73.60000610351562,35.816001892089844,67.81200408935547,77.2040023803711,69.85200500488281,75.13600158691406,65.72600555419922,71.91000366210938,58.48200225830078,69.90400695800781,52.81800079345703,62.99800109863281,37.35200119018555,75.13400268554688,70.58800506591797,63.842002868652344,57.58400344848633,53.8280029296875,46.69000244140625,51.40800094604492,44.42400360107422,44.55800247192383,37.21000289916992,78.79200744628906,72.78400421142578,70.82400512695312,27.57200050354004,61.932003021240234,61.656002044677734,48.704002380371094,51.980003356933594,35.16200256347656,33.14200210571289,18.474000930786133,78.16800689697266,73.74000549316406,75.35400390625,69.22600555419922,69.85800170898438,60.60200119018555,59.52000427246094,46.608001708984375,40.762001037597656,24.29400062561035,68.56800079345703,59.49800109863281,32.66800308227539,23.61800193786621,15.756000518798828,76.91400146484375,70.04600524902344,73.12200164794922,65.44600677490234,69.6820068359375,60.592002868652344,58.73800277709961,46.13600158691406,42.3120002746582,77.98200225830078,73.0320053100586,74.81000518798828,67.9020004272461,69.3479995727539,59.406002044677734,57.380001068115234,41.91400146484375,46.10400390625,27.75200080871582,70.46600341796875,68.16000366210938,63.27800369262695,53.08000183105469,61.272003173828125,53.678001403808594,50.22200393676758,42.16600036621094,49.50400161743164,35.763999938964844,79.84800720214844,76.94800567626953,75.86200714111328,71.40800476074219,74.45000457763672,65.77400207519531,66.89400482177734,59.73600387573242,60.952003479003906,48.874000549316406,78.38200378417969,73.87000274658203,76.99400329589844,71.69400024414062,71.27400207519531,62.84800338745117,66.49200439453125,56.33400344848633,59.69200134277344,46.38200378417969,67.35800170898438,63.4900016784668,57.80600357055664,54.38200378417969,49.53000259399414,45.91600036621094,40.768001556396484,38.612003326416016,33.34000015258789,30.632001876831055,62.18000030517578,16.459999084472656,78.55999755859375,47.15999984741211,45.25520286560059,56.4280029296875,78.40960540771485,64.73240356445312,59.67040100097656,55.41640281677246,71.43040313720704,62.22560272216797,56.84600296020508,72.07840423583984,49.16000232696533,46.606402206420896,70.56680297851562,74.3080047607422,59.278804016113284,78.95320434570313,65.12480239868164,58.94840316772461,50.569601440429686,54.0012020111084,47.411202621459964,57.75400238037109,74.82440338134765,64.54800338745117,54.89400291442871,53.55400352478027,40.02160148620605,75.11680297851562,68.99560317993163,64.0864028930664,63.804403686523436,64.15360260009766,63.51320266723633,51.29920349121094,51.118402099609376,49.76040191650391,71.60120544433593,60.60220820598113,65.66100328233506,56.02989751916182,51.089999198913574
efficientnet-b3-autoaug,44.182780598466024,81.05400085449219,70.1199951171875,74.9520034790039,17.68000030517578,45.01000213623047,32.62198257446289,76.28494138863842,61.40667267808837,78.16999816894531,82.56999969482422,34.73800277709961,94.73999786376953,94.5199966430664,99.17361111111111,99.19480519480518,61.47783251231527,50.04926108374384,84.33600616455078,11.598000526428223,80.84600067138672,76.25200653076172,76.54400634765625,71.27200317382812,80.26000213623047,74.90800476074219,75.80000305175781,69.03800201416016,79.18800354003906,73.85000610351562,67.33399963378906,74.29400634765625,70.42400360107422,77.44400024414062,62.08400344848633,71.55000305175781,65.45000457763672,74.58000183105469,54.94000244140625,67.41000366210938,77.68600463867188,78.5580062866211,71.14400482177734,71.39200592041016,72.91200256347656,75.95600128173828,62.82200241088867,66.73400115966797,61.66800308227539,69.66600036621094,46.89600372314453,55.72600173950195,44.2760009765625,47.538002014160156,29.040000915527344,26.91200065612793,33.314002990722656,14.8100004196167,19.224000930786133,5.7900004386901855,75.44800567626953,70.72200012207031,72.5300064086914,63.8640022277832,75.9020004272461,63.50200271606445,70.36400604248047,56.60400390625,68.74800109863281,51.082000732421875,64.94000244140625,42.59000015258789,61.42000198364258,39.50800323486328,56.630001068115234,30.518001556396484,58.74800109863281,29.14000129699707,47.798004150390625,20.56800079345703,80.37200164794922,78.4320068359375,74.9020004272461,72.5780029296875,80.04600524902344,64.96000671386719,73.0060043334961,51.70600128173828,80.12800598144531,67.60200500488281,75.89400482177734,58.454002380371094,76.05400085449219,50.52800369262695,71.24200439453125,41.47200012207031,70.15400695800781,17.84800148010254,63.27800369262695,77.2560043334961,68.28800201416016,75.34200286865234,64.29000091552734,72.68000030517578,57.400001525878906,70.14000701904297,50.58000183105469,62.62200164794922,33.858001708984375,70.24800109863281,64.90399932861328,55.9160041809082,47.77400207519531,45.14400100708008,35.62000274658203,42.47600173950195,33.422000885009766,35.66200256347656,26.43600082397461,77.8740005493164,71.37600708007812,66.76000213623047,13.04800033569336,58.7760009765625,54.750003814697266,44.68400192260742,43.33000183105469,33.16200256347656,24.75200080871582,16.81800079345703,75.9780044555664,70.60800170898438,71.60400390625,62.590003967285156,64.04000091552734,48.06800079345703,50.45000076293945,28.57400131225586,29.3700008392334,9.696000099182129,62.95600128173828,46.24400329589844,13.712000846862793,8.134000778198242,5.600000381469727,75.79199981689453,69.01399993896484,70.86200714111328,62.55000305175781,65.84200286865234,55.388004302978516,51.02800369262695,33.28600311279297,32.19600296020508,75.56200408935547,69.05400085449219,71.12000274658203,59.80000305175781,64.08600616455078,46.342002868652344,48.124000549316406,24.132001876831055,34.38199996948242,12.442000389099121,67.61199951171875,63.8280029296875,58.26000213623047,43.948001861572266,57.68400192260742,47.5420036315918,46.92400360107422,36.56800079345703,39.832000732421875,26.134000778198242,79.40400695800781,75.5320053100586,75.01200103759766,68.9520034790039,72.31000518798828,61.82400131225586,65.59200286865234,56.66400146484375,58.46000289916992,45.7400016784668,76.23400115966797,69.11600494384766,74.46400451660156,65.73600006103516,67.33600616455078,51.87400436401367,61.33000183105469,42.34400177001953,52.46600341796875,30.23600196838379,61.970001220703125,57.28200149536133,50.4640007019043,46.814002990722656,42.202003479003906,39.0160026550293,33.34800338745117,32.0160026550293,26.07600212097168,24.828001022338867,33.71999740600586,7.299999713897705,69.15999603271484,16.8799991607666,42.82880172729492,50.7908016204834,77.35080413818359,58.28840217590332,57.305602073669434,47.45160140991211,71.60800323486328,51.86120262145996,54.883201599121094,68.05320205688477,45.31080198287964,39.991202163696286,66.36600341796876,71.66440353393554,53.49320182800293,78.4636016845703,58.65480270385742,54.062401580810544,43.60400199890137,42.3540018081665,44.96320266723633,49.88920211791992,73.1196044921875,61.74240264892578,43.90720157623291,46.36720218658447,27.329201316833498,72.17680511474609,64.93360214233398,57.9712028503418,55.8740047454834,59.144003295898436,62.4524040222168,41.631201171875,45.825202560424806,42.812002182006836,70.15560379028321,55.49666924354358,61.24775836732652,50.11686545422202,31.764998078346252
resnet152_3x_simclrv2_finetuned_100pct_tf_port,46.94825537431133,81.04200744628906,70.3499984741211,77.91200256347656,33.85333251953125,47.296669006347656,35.06258773803711,78.89990982867448,66.63660955816052,77.72999572753906,81.75,31.494001388549805,95.58999633789062,95.41999816894531,99.34722222222221,99.27272727272727,65.17241379310344,54.48275862068965,85.18400573730469,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnext101_32x4d_ssl,45.12801123474128,80.9280014038086,70.2699966430664,72.84800720214844,24.1733341217041,47.16666793823242,31.433120727539062,77.36699729486023,62.21821460775473,78.47999572753906,82.11000061035156,28.038002014160156,95.43999481201172,95.13999938964844,99.29861111111111,99.25541125541125,62.118226600985224,50.44334975369458,85.40800476074219,20.030000686645508,80.65400695800781,73.19000244140625,77.63600158691406,71.71000671386719,79.84200286865234,70.2800064086914,76.77200317382812,68.93800354003906,78.59400177001953,68.2300033569336,66.5780029296875,75.2760009765625,60.87200164794922,76.49200439453125,59.34800338745117,72.71800231933594,50.87000274658203,72.91200256347656,49.43000411987305,68.71400451660156,76.12600708007812,79.99400329589844,72.69400024414062,74.70000457763672,70.63400268554688,79.06200408935547,66.23200225830078,72.07400512695312,59.220001220703125,77.01399993896484,53.586002349853516,66.5979995727539,43.910003662109375,69.29800415039062,38.3640022277832,46.30800247192383,34.10200119018555,52.21200180053711,28.48200225830078,18.2760009765625,73.82400512695312,72.54800415039062,73.61400604248047,68.15800476074219,73.49600219726562,67.10400390625,72.4540023803711,62.39600372314453,66.87000274658203,54.95600128173828,68.38200378417969,49.00400161743164,59.000003814697266,43.12800216674805,61.58200454711914,36.426002502441406,54.68000411987305,31.726001739501953,55.82600402832031,25.66400146484375,80.01600646972656,75.46400451660156,74.80599975585938,73.42200469970703,76.34600067138672,54.922000885009766,69.86400604248047,51.15200424194336,79.89600372314453,61.46400451660156,76.94600677490234,61.358001708984375,74.43600463867188,43.8380012512207,70.80400085449219,48.15400314331055,65.15800476074219,13.758000373840332,61.728004455566406,77.54800415039062,70.656005859375,75.7800064086914,66.69800567626953,71.84000396728516,59.436004638671875,67.14800262451172,53.19000244140625,54.066001892089844,35.810001373291016,70.97000122070312,68.22200012207031,57.07200241088867,54.98200225830078,46.750003814697266,44.59400177001953,44.8380012512207,42.544002532958984,38.540000915527344,36.202003479003906,78.58200073242188,74.33000183105469,70.95600128173828,21.256000518798828,65.5979995727539,60.5680046081543,53.038002014160156,47.44200134277344,39.23400115966797,24.612001419067383,19.588001251220703,73.46600341796875,71.11200714111328,66.95800018310547,64.36600494384766,54.298004150390625,53.26400375366211,36.90800094604492,37.82400131225586,16.0939998626709,19.43400001525879,63.77800369262695,50.672000885009766,24.224000930786133,17.450000762939453,9.988000869750977,60.93000411987305,61.77000427246094,57.71800231933594,56.1660041809082,51.772003173828125,50.682003021240234,34.43400192260742,36.16800308227539,16.131999969482422,72.33800506591797,69.94800567626953,63.94000244140625,61.96600341796875,51.95000076293945,50.87600326538086,30.86600112915039,32.0780029296875,17.428001403808594,20.150001525878906,64.83399963378906,64.3800048828125,55.2760009765625,46.880001068115234,55.176002502441406,47.608001708984375,43.410003662109375,35.50600051879883,38.94200134277344,30.46000099182129,77.55400085449219,76.18400573730469,71.79400634765625,69.0060043334961,68.18000030517578,61.090003967285156,46.86000061035156,51.7660026550293,36.96800231933594,40.43000030517578,73.06200408935547,71.1780014038086,68.9540023803711,67.35800170898438,54.552001953125,53.230003356933594,44.87200164794922,44.21600341796875,33.36000061035156,33.37000274658203,65.35800170898438,62.18400192260742,57.596004486083984,53.09600067138672,51.678001403808594,46.022003173828125,43.94600296020508,39.230003356933594,38.78200149536133,32.03600311279297,12.319999694824219,8.479999542236328,50.71999740600586,10.639999389648438,48.329602813720705,53.89240264892578,75.17040405273437,49.54480171203613,71.5160026550293,51.06840286254883,69.27640380859376,53.87040252685547,57.15800399780274,65.57400360107422,55.59120254516601,46.51360244750977,54.96000213623047,70.82960357666016,56.43200187683105,77.6988037109375,47.30440216064453,51.527601623535155,44.96680183410645,47.00360336303711,50.357601165771484,51.634001922607425,74.22320251464843,59.695203399658205,49.200003433227536,44.963203048706056,33.22240142822265,64.6884033203125,63.20080413818359,56.79840316772461,49.88920230865479,44.19720230102539,66.37160415649414,49.3088020324707,51.87160186767578,51.47200241088867,60.271202087402344,55.65330538138367,58.43595819473267,53.56556069223503,20.53999900817871
polynet,44.938965107486226,80.85800170898438,70.06999969482422,73.46200561523438,20.226667404174805,42.22999954223633,29.363910675048828,73.66997294860235,56.89810640216412,78.43999481201172,82.40999603271484,27.768001556396484,95.18000030517578,94.66999816894531,99.20138888888889,99.13419913419914,61.37931034482759,47.33990147783251,84.30400085449219,13.226000785827637,80.44400024414062,76.65400695800781,76.41000366210938,69.77000427246094,79.4280014038086,74.94000244140625,75.18800354003906,66.81400299072266,77.88800048828125,73.29000091552734,64.61800384521484,73.09200286865234,67.4540023803711,75.28800201416016,56.888004302978516,69.60000610351562,56.840003967285156,71.49800109863281,46.02800369262695,64.54199981689453,77.69400024414062,77.04600524902344,69.7040023803711,69.74200439453125,73.66400146484375,74.36400604248047,60.59800338745117,64.71000671386719,64.06000518798828,68.4540023803711,44.91400146484375,54.18800354003906,49.25400161743164,51.040000915527344,27.9320011138916,27.654001235961914,38.35000228881836,22.97800064086914,19.150001525878906,6.028000354766846,76.72600555419922,74.43000030517578,70.28600311279297,64.27000427246094,76.3800048828125,70.11600494384766,67.42400360107422,56.926002502441406,68.62000274658203,60.678001403808594,58.54600143432617,41.17000198364258,54.03400421142578,49.72200393676758,42.082000732421875,28.606000900268555,44.906002044677734,38.63800048828125,28.81800079345703,19.196001052856445,77.14000701904297,78.97600555419922,71.43000030517578,72.12600708007812,73.98800659179688,67.1820068359375,68.12200164794922,52.1400032043457,79.19600677490234,66.79800415039062,74.86800384521484,57.63200378417969,72.83200073242188,52.048004150390625,67.41600036621094,42.884002685546875,64.17200469970703,23.714000701904297,58.35400390625,75.65800476074219,66.55400085449219,73.1500015258789,61.39800262451172,69.83200073242188,54.10600280761719,67.66200256347656,48.10400390625,57.99200439453125,30.25400161743164,70.72000122070312,65.64200592041016,56.730003356933594,50.592002868652344,45.72800064086914,38.85600280761719,43.000003814697266,36.46800231933594,35.874000549316406,29.408000946044922,79.34200286865234,71.81400299072266,72.9320068359375,17.29400062561035,59.94000244140625,64.31000518798828,44.27800369262695,53.88600158691406,30.214000701904297,32.3900032043457,14.196001052856445,74.86000061035156,67.94600677490234,69.84200286865234,58.08200454711914,59.94600296020508,43.18400192260742,44.630001068115234,27.09600067138672,23.82200050354004,11.902000427246094,60.75200271606445,46.182003021240234,18.694000244140625,12.42400074005127,7.9200005531311035,71.87200164794922,61.10000228881836,66.75,50.176002502441406,60.53000259399414,42.0780029296875,44.00400161743164,26.272001266479492,25.156002044677734,74.61400604248047,67.01800537109375,68.97400665283203,55.55800247192383,59.9160041809082,41.492000579833984,39.98200225830078,22.57000160217285,24.98400115966797,12.830000877380371,64.1520004272461,62.87600326538086,52.182003021240234,41.082000732421875,49.94200134277344,43.118003845214844,36.75400161743164,30.796001434326172,30.584001541137695,21.09200096130371,79.11200714111328,75.69600677490234,73.7280044555664,68.72000122070312,70.96200561523438,62.55800247192383,60.052001953125,55.910003662109375,52.592002868652344,45.250003814697266,75.69600677490234,68.91200256347656,73.11000061035156,64.29600524902344,63.198001861572266,47.474002838134766,55.67400360107422,37.066001892089844,44.400001525878906,25.698001861572266,80.85800170898438,59.88600158691406,53.57200241088867,50.56200408935547,45.47200393676758,42.96000289916992,37.61600112915039,36.07200241088867,33.21000289916992,29.288002014160156,18.899999618530273,7.859999656677246,53.87999725341797,11.559999465942383,42.03360214233398,58.71680221557617,73.46560516357422,54.62000160217285,58.7764030456543,48.41520347595215,68.85880279541016,48.689202880859376,52.08320236206055,64.13320388793946,44.46440324783325,43.75360260009766,62.41560287475586,68.03800201416016,60.57200393676758,76.9092010498047,53.69400405883789,46.72280158996582,39.792802047729495,39.893602180480954,44.08840217590332,50.41040191650391,71.76640319824219,61.62680358886719,41.64200286865234,38.570401954650876,29.194401454925536,69.83560333251953,60.823603820800784,60.60440216064453,57.743604278564455,53.662401580810545,53.43120193481445,44.19320297241211,44.459601974487306,50.14560241699219,67.28920440673828,54.019623291798126,60.476425128512915,48.2610341523823,23.049998998641968
BiT-M-R152x4-nonfinetuned,32.46192070865291,80.48800659179688,68.79000091552734,73.1240005493164,37.333335876464844,37.8466682434082,25.573307037353516,79.4409377817854,69.52209197475203,76.19999694824219,80.56999969482422,16.604000091552734,94.86000061035156,94.62999725341797,99.34722222222221,99.2987012987013,61.47783251231527,54.97536945812808,83.48800659179688,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BiT-M-R50x1-ILSVRC2012,34.85470454790969,80.4020004272461,68.5,71.51399993896484,25.266666412353516,39.19000244140625,25.166540145874023,76.46528403967538,61.49684400360685,77.47000122070312,82.06999969482422,21.59400177001953,95.2699966430664,94.75999450683594,99.24305555555556,99.14285714285714,63.30049261083743,50.78817733990147,84.59200286865234,10.484000205993652,79.94000244140625,75.66600036621094,71.99600219726562,65.2800064086914,78.79000091552734,73.98800659179688,70.60000610351562,62.45000457763672,77.03800201416016,72.6500015258789,59.94400405883789,68.1300048828125,67.89000701904297,74.15400695800781,52.37000274658203,63.756004333496094,60.220001220703125,69.64800262451172,41.2140007019043,57.73800277709961,76.36000061035156,79.5040054321289,63.342002868652344,69.21200561523438,72.1820068359375,78.69800567626953,52.12000274658203,66.36199951171875,63.77400207519531,76.88800048828125,35.564002990722656,59.836002349853516,50.21600341796875,69.96000671386719,20.144001007080078,38.62000274658203,40.11800003051758,52.932003021240234,13.18600082397461,12.208000183105469,76.44000244140625,74.20600128173828,66.63600158691406,57.32400131225586,76.88400268554688,69.61000061035156,63.67200469970703,47.91200256347656,71.94800567626953,59.186004638671875,57.25200271606445,29.660001754760742,65.3740005493164,47.91200256347656,43.81800079345703,17.900001525878906,62.836002349853516,36.45000076293945,30.296001434326172,11.07800006866455,76.5040054321289,79.29600524902344,66.11000061035156,66.76399993896484,73.302001953125,68.7280044555664,61.048004150390625,47.2760009765625,78.22400665283203,63.5880012512207,69.66400146484375,47.7760009765625,70.76200103759766,48.66800308227539,60.02400207519531,31.994001388549805,60.30000305175781,18.690000534057617,48.302001953125,78.27800750732422,65.06200408935547,76.63800048828125,60.302001953125,73.87000274658203,52.16400146484375,70.79199981689453,45.84400177001953,61.66400146484375,29.952001571655273,72.12200164794922,61.406002044677734,61.496002197265625,47.262001037597656,53.0420036315918,37.09000015258789,50.582000732421875,35.2660026550293,44.630001068115234,28.8960018157959,78.802001953125,67.96400451660156,72.92400360107422,8.136000633239746,52.41400146484375,64.04000091552734,34.85000228881836,53.6660041809082,21.856000900268555,33.26000213623047,9.290000915527344,75.53400421142578,63.20000457763672,71.92000579833984,56.230003356933594,65.11199951171875,43.90800094604492,54.67000198364258,27.76000213623047,37.67000198364258,10.532000541687012,49.59800338745117,34.17399978637695,11.346000671386719,8.318000793457031,5.788000106811523,70.01600646972656,55.540000915527344,66.7020034790039,46.57600402832031,63.518001556396484,39.25200271606445,53.388004302978516,24.476001739501953,38.39800262451172,74.83200073242188,60.936004638671875,70.14200592041016,52.58000183105469,63.30800247192383,41.42400360107422,49.72800064086914,22.27800178527832,37.880001068115234,11.098000526428223,64.83600616455078,56.92400360107422,56.10200119018555,38.62800216674805,53.42400360107422,42.01400375366211,40.492000579833984,31.3960018157959,37.43600082397461,22.3960018157959,78.5040054321289,70.67400360107422,72.12000274658203,60.71600341796875,70.33200073242188,51.88600158691406,50.55600357055664,44.97800064086914,41.1400032043457,32.77000045776367,74.88800048828125,62.17400360107422,72.6300048828125,57.5680046081543,63.868003845214844,44.07200241088867,57.1400032043457,35.374000549316406,47.742000579833984,24.700000762939453,56.97200393676758,49.26400375366211,44.540000915527344,39.204002380371094,34.50400161743164,30.894001007080078,26.856000900268555,24.656002044677734,22.582000732421875,18.862001419067383,7.678000450134277,6.172000408172607,29.488000869750977,6.646000385284424,32.77480144500733,57.472801971435544,71.81840362548829,60.98120269775391,71.59640426635742,40.38920078277588,72.24840240478515,44.77760238647461,50.664802169799806,70.69640274047852,49.24760208129883,32.57600212097168,63.25360260009766,61.02960205078125,60.53840255737305,75.91400299072265,59.178002166748044,50.45800247192383,38.271602630615234,37.66320247650147,37.27480201721191,56.37440185546875,66.44400405883789,52.20480194091797,40.326002311706546,35.26560192108154,21.84480094909668,70.08280334472656,56.25160369873047,60.53000259399414,55.79400291442871,58.40440368652344,52.33480224609375,41.984001541137694,36.871202087402345,37.0908016204834,62.53040313720703,52.211961340292916,61.942358313666446,43.589265311391735,12.496000528335571
resnext50_32x4d_ssl,43.30776709517122,80.3280029296875,69.47999572753906,71.74200439453125,20.053333282470703,45.41666793823242,30.594039916992188,76.91614066726781,59.513074842200176,77.4000015258789,81.69999694824219,24.336000442504883,94.87999725341797,94.69999694824219,99.25,99.17748917748918,60.295566502463046,47.19211822660099,83.40800476074219,14.944000244140625,79.97200012207031,71.59400177001953,76.79400634765625,69.84200286865234,79.0320053100586,68.11800384521484,75.81200408935547,66.34200286865234,77.51600646972656,65.56400299072266,63.80400466918945,74.2560043334961,57.11000442504883,75.21800231933594,55.0880012512207,71.37600708007812,45.74400329589844,71.48400115966797,43.88600158691406,66.89400482177734,74.86800384521484,79.12800598144531,71.16200256347656,73.12600708007812,67.63200378417969,78.17200469970703,63.182003021240234,70.67000579833984,52.66800308227539,75.62200164794922,47.7920036315918,64.18600463867188,34.314002990722656,66.41800689697266,29.56800079345703,41.836002349853516,23.566001892089844,45.80600357055664,19.922000885009766,14.640000343322754,72.94800567626953,71.39400482177734,72.7040023803711,66.62800598144531,73.21000671386719,65.24200439453125,71.26800537109375,60.112003326416016,65.61600494384766,51.388004302978516,66.75200653076172,45.178001403808594,57.64400100708008,38.59000015258789,59.3900032043457,32.48800277709961,53.80600357055664,27.674001693725586,53.522003173828125,22.110000610351562,79.18800354003906,74.68800354003906,73.73400115966797,72.27000427246094,74.87800598144531,53.89400100708008,68.40400695800781,50.16200256347656,79.12200164794922,57.75200271606445,75.91800689697266,58.21000289916992,72.8340072631836,39.910003662109375,69.10000610351562,44.4900016784668,62.816001892089844,11.66200065612793,58.768001556396484,76.70600128173828,69.62000274658203,74.94400024414062,65.82600402832031,70.99000549316406,58.58400344848633,65.81200408935547,51.27400207519531,51.35200119018555,33.400001525878906,68.91400146484375,66.49400329589844,54.108001708984375,52.32400131225586,43.13200378417969,41.656002044677734,40.64200210571289,39.5160026550293,34.202003479003906,33.02000045776367,77.59400177001953,73.2560043334961,69.71400451660156,17.834001541137695,63.720001220703125,57.84800338745117,50.018001556396484,44.522003173828125,36.48800277709961,22.898000717163086,17.782001495361328,71.36400604248047,68.66800689697266,63.8180046081543,60.82600402832031,49.62800216674805,48.022003173828125,30.988000869750977,31.910001754760742,12.196001052856445,14.668000221252441,60.87600326538086,45.41600036621094,18.802000045776367,12.920001029968262,7.720000267028809,55.86000442504883,60.42400360107422,51.52400207519531,53.07600402832031,45.03000259399414,46.630001068115234,27.59600067138672,30.168001174926758,11.836000442504883,70.12200164794922,67.36800384521484,61.07400131225586,57.95600128173828,47.71000289916992,45.30400085449219,25.154001235961914,26.178001403808594,12.88800048828125,15.648000717163086,61.974002838134766,62.30600357055664,51.78000259399414,42.21600341796875,51.992000579833984,43.96000289916992,39.6140022277832,32.152000427246094,34.48200225830078,26.248001098632812,77.1760025024414,75.23400115966797,70.1520004272461,67.01800537109375,66.81200408935547,58.52000427246094,42.59800338745117,48.454002380371094,31.928001403808594,35.66800308227539,70.906005859375,68.61400604248047,65.86199951171875,63.69600296020508,49.906002044677734,47.426002502441406,39.474002838134766,37.44000244140625,27.09800148010254,25.91400146484375,62.21600341796875,60.480003356933594,53.570003509521484,50.302001953125,46.56200408935547,42.204002380371094,38.262001037597656,35.16200256347656,33.62000274658203,28.410001754760742,11.25999927520752,8.779999732971191,47.41999816894531,11.539999961853027,45.30320281982422,50.85760307312012,73.76760406494141,45.598802947998045,69.02920455932617,48.59320259094238,67.9608024597168,48.61800308227539,55.74080276489258,64.64480438232422,52.891604042053224,43.311602401733396,50.64920234680176,69.1848045349121,54.5152027130127,76.64440307617187,43.38960151672363,47.96840209960938,41.37640228271484,42.490801620483396,48.25280227661133,48.19960250854492,73.02640533447266,56.97880325317383,44.818803215026854,41.04840202331543,29.146800994873047,61.62600326538086,59.79240264892578,50.60960311889649,47.58120231628418,38.369202041625975,64.72720413208008,46.602001953125,46.32520217895508,46.84600296020508,57.733202362060545,52.57173617436337,55.33280287848578,50.43311863949424,19.749999284744263
inceptionresnetv2,43.99913578913255,80.27000427246094,69.29000091552734,75.02000427246094,15.426667213439941,44.11333465576172,32.73398971557617,75.7439134355275,58.701532912533814,77.47999572753906,82.22000122070312,31.658000946044922,94.5199966430664,94.36000061035156,99.18055555555556,99.10822510822511,64.5320197044335,50.44334975369458,83.93600463867188,24.112001419067383,80.03600311279297,75.76600646972656,76.25,69.96600341796875,79.64000701904297,74.23800659179688,75.49800109863281,67.20600128173828,78.68600463867188,72.9260025024414,65.31800079345703,74.24200439453125,68.73600006103516,77.14600372314453,58.69000244140625,72.02000427246094,61.682003021240234,74.64800262451172,50.06800079345703,68.50200653076172,76.09600067138672,79.6820068359375,69.53600311279297,73.8080062866211,70.84400177001953,78.98800659179688,60.98600387573242,71.81200408935547,59.948001861572266,77.2020034790039,45.0780029296875,66.79000091552734,44.82400131225586,67.95600128173828,28.00400161743164,47.07600402832031,34.66400146484375,44.00400161743164,19.384000778198242,16.72800064086914,77.64400482177734,72.8280029296875,72.8340072631836,63.71400451660156,76.4800033569336,67.4800033569336,71.27400207519531,57.14600372314453,73.23600006103516,56.250003814697266,66.50800323486328,42.68400192260742,66.95600128173828,44.27800369262695,59.55000305175781,30.36600112915039,62.39600372314453,32.884002685546875,53.62000274658203,20.38800048828125,79.38600158691406,77.74800109863281,74.46400451660156,71.48600006103516,76.23600006103516,62.45600128173828,70.81800079345703,49.70000076293945,79.80400085449219,69.98200225830078,75.73200225830078,61.406002044677734,77.29000091552734,56.55800247192383,71.5260009765625,46.77000045776367,72.47000122070312,24.836000442504883,64.7040023803711,78.76200103759766,70.4520034790039,77.59200286865234,66.70800018310547,75.0580062866211,58.506004333496094,72.06400299072266,51.202003479003906,62.98400115966797,33.6879997253418,71.7560043334961,66.49800109863281,57.30400085449219,52.15200424194336,46.38200378417969,40.80400085449219,43.42400360107422,38.044002532958984,36.71800231933594,31.178001403808594,78.64200592041016,71.1760025024414,70.51000213623047,17.546001434326172,59.596004486083984,58.47600173950195,45.992000579833984,46.57600402832031,33.93400192260742,27.20600128173828,16.670000076293945,75.62000274658203,69.6780014038086,71.95800018310547,63.26400375366211,65.13600158691406,53.21200180053711,54.91800308227539,40.3640022277832,38.39200210571289,23.634000778198242,62.644004821777344,49.0780029296875,19.724000930786133,13.176000595092773,7.896000385284424,72.0320053100586,62.27400207519531,68.14200592041016,56.066001892089844,64.2280044555664,50.96800231933594,52.922000885009766,38.22200012207031,38.316001892089844,75.44200134277344,68.77799987792969,71.09600067138672,61.53200149536133,64.6259994506836,51.682003021240234,50.9160041809082,35.52400207519531,39.97600173950195,24.29400062561035,66.81800079345703,62.88600158691406,57.74800109863281,44.470001220703125,54.32600402832031,45.91400146484375,42.884002685546875,34.8380012512207,42.27400207519531,28.73600196838379,78.29600524902344,74.89600372314453,72.9540023803711,67.23600006103516,70.76600646972656,60.118003845214844,57.388004302978516,51.15400314331055,48.582000732421875,39.044002532958984,75.95600128173828,69.32600402832031,73.39600372314453,65.72000122070312,64.31400299072266,53.000003814697266,57.48400115966797,44.538002014160156,48.14600372314453,34.27000045776367,80.27000427246094,57.10400390625,50.85200119018555,46.96200180053711,44.092002868652344,39.21800231933594,35.78600311279297,32.37000274658203,28.650001525878906,26.018001556396484,35.75400161743164,14.0,65.05999755859375,24.602001190185547,42.85960235595703,54.74400329589844,77.03720092773438,61.20480194091797,69.56640396118163,49.38160095214844,73.29200286865235,53.370802307128905,56.111202239990234,71.34240264892578,55.24280319213867,40.33440246582031,63.8592025756836,71.4488021850586,56.282003021240236,78.03120422363281,60.41120147705078,52.810002136230466,43.368801498413085,48.36200141906738,45.47360191345215,51.11680297851562,73.30240325927734,58.489602661132814,50.03040199279785,46.32840156555176,30.503601932525633,70.66960372924805,62.24960174560547,57.275201416015626,58.31600151062012,59.128003692626955,64.7572036743164,45.73520202636719,44.597602462768556,47.93000259399414,65.59720382690429,56.85227938187427,62.70073604583739,51.681454834185146,34.854000091552734
se_resnext101_32x4d,40.52608836556119,80.23600006103516,69.4000015258789,70.51200103759766,14.173334121704102,40.356666564941406,26.819156646728516,72.40757439134356,56.89810640216412,77.54999542236328,82.06999969482422,26.41400146484375,94.36000061035156,94.1199951171875,99.00694444444444,99.04761904761905,59.21182266009852,45.22167487684729,83.2800064086914,11.470000267028809,79.74000549316406,72.02200317382812,76.7560043334961,70.4520034790039,78.5040054321289,69.46000671386719,75.20000457763672,67.58399963378906,76.48600006103516,67.44000244140625,65.29400634765625,72.93800354003906,59.698001861572266,73.28400421142578,57.39600372314453,69.0580062866211,48.1140022277832,68.39800262451172,45.202003479003906,63.37400436401367,74.95600128173828,74.99400329589844,70.81800079345703,69.08600616455078,69.06999969482422,71.14800262451172,64.29199981689453,63.4160041809082,58.31200408935547,63.00200271606445,52.71200180053711,51.1660041809082,43.19600296020508,39.7760009765625,37.68800354003906,22.380001068115234,32.85000228881836,12.238000869750977,28.09800148010254,3.8980002403259277,74.46800231933594,66.7560043334961,73.21600341796875,63.89800262451172,74.93600463867188,59.64800262451172,72.06000518798828,57.80400085449219,64.96200561523438,44.56800079345703,66.41800689697266,44.54600143432617,54.48600387573242,30.586002349853516,56.93000411987305,32.16800308227539,52.69600296020508,18.976001739501953,49.310001373291016,21.418001174926758,75.28800201416016,76.84600067138672,71.19000244140625,73.54800415039062,71.66800689697266,60.9900016784668,67.7540054321289,57.07600402832031,77.97600555419922,65.83600616455078,75.02200317382812,63.346004486083984,69.64600372314453,52.428001403808594,66.35400390625,52.18400192260742,58.592002868652344,23.654001235961914,55.432003021240234,72.73400115966797,66.60200500488281,69.39000701904297,61.73200225830078,64.1240005493164,54.09600067138672,59.340003967285156,47.91400146484375,45.43800354003906,31.73600196838379,67.41400146484375,65.83399963378906,50.16400146484375,50.93400192260742,37.842002868652344,39.74800109863281,35.0620002746582,37.544002532958984,28.01000213623047,30.740001678466797,77.10000610351562,71.62800598144531,64.97200012207031,26.350000381469727,60.91400146484375,49.97200393676758,48.50600051879883,35.56800079345703,37.17400360107422,17.088001251220703,19.806001663208008,74.55000305175781,69.94600677490234,67.58600616455078,63.04000473022461,53.49800109863281,48.50600051879883,32.44200134277344,29.200000762939453,11.334000587463379,10.086000442504883,62.8380012512207,50.018001556396484,24.9580020904541,18.07400131225586,11.212000846862793,66.63400268554688,64.58800506591797,59.41800308227539,56.230003356933594,51.44600296020508,48.57200241088867,30.944002151489258,29.03400230407715,12.84000015258789,72.96400451660156,68.79199981689453,63.71400451660156,59.83000183105469,48.75200271606445,45.582000732421875,23.994001388549805,22.158000946044922,12.10400104522705,11.180000305175781,61.24800109863281,61.816001892089844,49.61000061035156,42.65800094604492,51.4900016784668,46.18000030517578,39.6140022277832,34.77799987792969,33.86600112915039,28.100000381469727,77.81200408935547,75.6500015258789,71.29400634765625,68.36400604248047,67.88600158691406,59.96800231933594,50.368003845214844,52.55400085449219,40.52400207519531,39.75,73.41800689697266,69.57600402832031,68.6300048828125,65.45800018310547,48.538002014160156,47.552001953125,36.10000228881836,35.48200225830078,23.50800132751465,22.560001373291016,80.23600006103516,61.952003479003906,56.880001068115234,53.48600387573242,49.48600387573242,45.68600082397461,41.30000305175781,38.93400192260742,35.14800262451172,31.09200096130371,26.279998779296875,11.279999732971191,60.53999710083008,17.0,43.96680183410645,44.10680236816406,70.63400421142578,47.882002449035646,52.231602096557616,54.500802993774414,62.205203247070315,48.12560195922852,52.41600227355957,64.30960388183594,41.98920316696167,46.23000221252441,50.03880348205566,67.1504035949707,48.94000244140625,75.28240356445312,44.305602836608884,47.165601348876955,42.70640068054199,41.50840072631836,47.60560264587402,43.698401641845706,71.46520462036133,59.2572021484375,44.155602645874026,41.97880268096924,33.42000141143799,63.34680328369141,61.185603332519534,55.67680206298828,55.95080223083496,44.2564022064209,63.58680419921875,44.960001373291014,50.721601486206055,52.61000213623047,61.576803588867186,52.25829993761504,54.67875828213162,50.36473926243029,28.774998903274536
efficientnet-b3,42.81624716430809,80.21200561523438,68.41999816894531,72.24000549316406,12.946666717529297,42.15333557128906,28.642732620239258,74.12082957619477,59.24256086564472,77.29999542236328,81.47000122070312,30.59800148010254,94.25999450683594,94.05999755859375,99.08333333333333,99.06493506493507,61.37931034482759,49.556650246305416,83.18400573730469,12.134000778198242,79.79800415039062,75.31200408935547,75.82400512695312,70.56000518798828,78.71000671386719,73.78600311279297,74.61400604248047,67.83200073242188,76.91000366210938,72.44000244140625,65.91200256347656,72.4520034790039,67.9540023803711,74.11400604248047,59.17200469970703,68.66000366210938,60.80800247192383,70.03800201416016,49.9160041809082,63.342002868652344,76.49600219726562,75.51399993896484,70.2560043334961,68.62800598144531,72.7300033569336,71.78600311279297,63.24400329589844,63.19200134277344,64.55400085449219,63.92000198364258,50.820003509521484,51.5160026550293,52.006004333496094,38.070003509521484,34.96600341796875,22.152000427246094,42.96800231933594,7.654000282287598,25.790000915527344,3.7860002517700195,74.57400512695312,70.79199981689453,70.09600067138672,63.686004638671875,75.04600524902344,63.87200164794922,67.36199951171875,55.996002197265625,68.84000396728516,51.24400329589844,62.43800354003906,40.470001220703125,62.060001373291016,38.60000228881836,55.086002349853516,27.81800079345703,59.66400146484375,27.990001678466797,47.89800262451172,18.790000915527344,75.87800598144531,77.35600280761719,70.2560043334961,71.70000457763672,72.41400146484375,63.94200134277344,66.73600006103516,51.55000305175781,78.54400634765625,66.4000015258789,74.3280029296875,59.13200378417969,72.19400024414062,52.038002014160156,67.04000091552734,44.73200225830078,63.92400360107422,26.54800033569336,57.67400360107422,74.40400695800781,65.6259994506836,71.78600311279297,60.4900016784668,67.78600311279297,52.070003509521484,65.23200225830078,44.630001068115234,55.93400192260742,26.774002075195312,68.75,63.35400390625,53.40200424194336,46.86600112915039,42.81800079345703,35.06800079345703,40.12600326538086,32.900001525878906,33.496002197265625,26.052001953125,77.18400573730469,71.06400299072266,67.38999938964844,20.900001525878906,59.134002685546875,55.548004150390625,44.4640007019043,43.874000549316406,31.902002334594727,25.716001510620117,15.702000617980957,73.73800659179688,68.01600646972656,68.2540054321289,59.83200454711914,58.21000289916992,46.10600280761719,42.16200256347656,28.400001525878906,20.532001495361328,10.950000762939453,60.30000305175781,45.82400131225586,18.636001586914062,12.512001037597656,7.978000164031982,70.28800201416016,64.906005859375,64.61800384521484,55.31200408935547,58.836002349853516,46.70600128173828,42.21800231933594,27.964000701904297,23.040000915527344,72.53400421142578,66.5060043334961,66.4520034790039,57.02000427246094,57.052001953125,43.73400115966797,37.336002349853516,22.338001251220703,22.98600196838379,10.906000137329102,65.40800476074219,62.38600158691406,54.60000228881836,41.73800277709961,53.77400207519531,45.12600326538086,41.87800216674805,33.406002044677734,34.474002838134766,22.540000915527344,78.3340072631836,74.93400573730469,73.38600158691406,67.77200317382812,70.1760025024414,60.00800323486328,60.02800369262695,53.888004302978516,51.38600158691406,42.95800018310547,73.2800064086914,67.26600646972656,69.71600341796875,62.798004150390625,58.302001953125,47.540000915527344,50.538002014160156,37.12600326538086,39.448001861572266,25.144001007080078,63.52800369262695,58.47200393676758,54.0880012512207,49.06800079345703,46.230003356933594,41.064002990722656,38.65400314331055,34.426002502441406,30.976001739501953,27.312002182006836,34.79999923706055,9.179999351501465,71.37999725341797,21.53999900817871,41.352001953125,50.49960174560547,72.59080352783204,52.57920379638672,51.3888017654419,49.60280303955078,67.0284034729004,47.9748031616211,49.91800155639648,68.0368034362793,41.85480213165283,42.068402481079104,58.25680313110352,67.20680236816406,53.94240226745605,75.91400451660157,51.2720027923584,50.02680282592773,41.03920211791992,40.10080223083496,44.453201866149904,47.71840209960938,70.97840423583985,59.91200332641601,42.66080322265625,41.404402542114255,29.050001430511475,70.06000289916992,62.67840347290039,61.75080261230469,57.25680160522461,51.80000228881836,60.576001739501955,40.848001861572264,49.01520309448242,46.69520263671875,66.66200332641601,53.307971937228466,58.526602819230824,48.562844622762576,34.22499871253967
inceptionv4,42.7946418926218,80.08200073242188,69.23999786376953,74.5040054321289,16.253334045410156,41.96333312988281,31.566743850708008,75.29305680793507,58.97204688908927,77.6500015258789,82.0999984741211,28.13800048828125,94.31999969482422,94.2699966430664,99.22222222222223,99.16017316017316,63.5960591133005,48.76847290640394,83.52000427246094,20.546001434326172,79.88200378417969,75.16000366210938,75.6240005493164,68.81999969482422,79.3740005493164,73.04400634765625,74.9520034790039,66.10000610351562,78.37800598144531,71.59200286865234,63.590003967285156,73.44600677490234,66.49200439453125,76.82200622558594,56.50800323486328,71.10600280761719,58.702003479003906,74.1240005493164,47.46800231933594,66.86600494384766,76.26200103759766,79.5840072631836,68.9780044555664,73.32200622558594,71.00800323486328,79.23200225830078,60.340003967285156,71.4320068359375,59.118003845214844,78.08800506591797,45.2920036315918,67.04000091552734,43.314002990722656,72.29000091552734,29.154001235961914,49.30000305175781,33.2400016784668,53.13600158691406,20.746000289916992,18.43000030517578,77.08200073242188,71.87200164794922,72.24000549316406,62.130001068115234,76.28400421142578,66.24600219726562,70.7760009765625,55.53400421142578,72.81800079345703,55.01000213623047,66.5780029296875,40.290000915527344,67.06600189208984,42.99800109863281,59.16400146484375,27.332000732421875,62.47200393676758,31.442001342773438,52.99800109863281,17.358001708984375,79.3280029296875,77.2020034790039,73.91400146484375,70.48800659179688,76.17200469970703,61.49200439453125,69.79199981689453,48.01400375366211,79.5780029296875,64.90800476074219,75.28400421142578,57.16400146484375,76.56600189208984,48.21000289916992,70.22000122070312,41.75600051879883,70.36200714111328,17.43400001525879,62.25800323486328,79.01600646972656,70.24400329589844,78.17400360107422,66.7300033569336,76.00200653076172,59.00200271606445,72.94400024414062,51.60400390625,64.72600555419922,33.97800064086914,70.86000061035156,65.6820068359375,56.49200439453125,51.220001220703125,45.46600341796875,40.0160026550293,42.720001220703125,37.64200210571289,35.96800231933594,30.8960018157959,78.29600524902344,70.11200714111328,69.46600341796875,14.420001029968262,58.22600173950195,58.27800369262695,44.0620002746582,45.48400115966797,31.080001831054688,24.510000228881836,14.13800048828125,74.92400360107422,68.28800201416016,71.17000579833984,61.58000183105469,63.96800231933594,50.432003021240234,52.320003509521484,36.570003509521484,34.0160026550293,20.1460018157959,59.80800247192383,45.182003021240234,16.98200035095215,10.712000846862793,5.744000434875488,68.74600219726562,59.178001403808594,65.40399932861328,51.952003479003906,61.35000228881836,46.73800277709961,48.78400421142578,34.3120002746582,32.720001220703125,74.21400451660156,66.73600006103516,69.48400115966797,58.810001373291016,62.68000411987305,47.93600082397461,48.02000045776367,31.628002166748047,35.98800277709961,21.556001663208008,64.34600067138672,61.358001708984375,55.15800094604492,42.26000213623047,51.910003662109375,42.47200012207031,40.14800262451172,31.32600212097168,38.3280029296875,24.6820011138916,77.96000671386719,74.39600372314453,72.3800048828125,66.3080062866211,69.79600524902344,58.01400375366211,53.99800109863281,49.13600158691406,44.44000244140625,36.5,74.49400329589844,67.39600372314453,71.89200592041016,63.32400131225586,62.83000183105469,50.0880012512207,56.91200256347656,42.02800369262695,48.53000259399414,32.62200164794922,80.08200073242188,55.89400100708008,53.762001037597656,46.37600326538086,47.29600143432617,39.66800308227539,39.68600082397461,33.332000732421875,33.41400146484375,27.48200225830078,24.988000869750977,9.02400016784668,61.71999740600586,16.35999870300293,40.52880172729492,53.51360168457031,76.40120391845703,59.27960357666016,72.46600341796875,46.36840267181397,74.17240447998047,51.09160232543945,56.31160278320313,71.14440231323242,55.90480346679688,40.550402069091795,62.931603240966794,70.2936019897461,55.20680274963379,77.71600341796875,58.07720260620117,49.97800216674805,40.41960144042969,45.333201217651364,43.52360229492187,50.301202392578126,72.3988037109375,56.87080307006836,47.40320243835449,42.5452018737793,27.685601425170898,68.99800415039063,60.49720306396485,56.588402557373044,53.84920310974121,55.40080184936524,64.35120239257813,45.091202926635745,44.90200271606445,50.848001098632814,63.714804077148436,55.52051549569154,61.6992918226454,50.10899187389174,28.02299928665161
BiT-M-R101x3-nonfinetuned,31.83536782975046,79.97400665283203,68.8699951171875,72.51000213623047,34.90666580200195,37.0533332824707,25.264793395996094,78.1785392245266,68.16952209197476,76.77999877929688,81.0,16.494001388549805,94.65999603271484,94.58999633789062,99.28472222222223,99.0995670995671,60.78817733990147,53.74384236453202,82.54400634765625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnext101_32x8d_deepaugment_augmix,41.109430701091064,79.89600372314453,68.76000213623047,71.85000610351562,11.480000495910645,52.11000061035156,38.43267059326172,78.89990982867448,66.54643823264202,77.22000122070312,82.29000091552734,43.71600341796875,94.02999877929688,93.88999938964844,99.17361111111111,99.12554112554113,66.69950738916256,54.33497536945813,82.64000701904297,50.474002838134766,79.62200164794922,75.00200653076172,77.71400451660156,73.36800384521484,78.74800109863281,73.38400268554688,76.66800689697266,71.43400573730469,77.30000305175781,72.12800598144531,69.8479995727539,75.12800598144531,67.44600677490234,75.36600494384766,65.48200225830078,72.88800048828125,60.884002685546875,72.51200103759766,58.63600158691406,69.57600402832031,78.63600158691406,78.31400299072266,76.14600372314453,75.46400451660156,77.22400665283203,77.38400268554688,74.14800262451172,73.90400695800781,74.0780029296875,75.83200073242188,68.60000610351562,70.89600372314453,65.96800231933594,71.35200500488281,56.33200454711914,61.46600341796875,57.13200378417969,61.6400032043457,44.35600280761719,41.064002990722656,78.92000579833984,77.71400451660156,77.23200225830078,74.29000091552734,79.03600311279297,75.9320068359375,77.33200073242188,71.50200653076172,77.24000549316406,71.15800476074219,75.70600128173828,64.78800201416016,73.09000396728516,62.48600387573242,71.88200378417969,55.198001861572266,66.76600646972656,50.720001220703125,66.41000366210938,43.44600296020508,76.26000213623047,75.05400085449219,74.0,74.79800415039062,72.9280014038086,53.954002380371094,70.76600646972656,53.41800308227539,78.22600555419922,72.41600036621094,76.34200286865234,70.93400573730469,73.47000122070312,64.8080062866211,71.2540054321289,63.552001953125,69.0320053100586,41.624000549316406,65.85400390625,74.1240005493164,70.92000579833984,71.79800415039062,67.23800659179688,67.48800659179688,61.564002990722656,63.93800354003906,57.11000442504883,52.660003662109375,43.99400329589844,73.93400573730469,71.79000091552734,65.0300064086914,62.69200134277344,57.220001220703125,54.56200408935547,54.96000289916992,52.948001861572266,49.3900032043457,47.20000076293945,79.40400695800781,76.8060073852539,77.0040054321289,40.84400177001953,72.96800231933594,72.86800384521484,66.6760025024414,67.75800323486328,59.71600341796875,51.29600143432617,42.63800048828125,76.6240005493164,74.75800323486328,74.71000671386719,72.2300033569336,71.36400604248047,67.9280014038086,65.71600341796875,61.17000198364258,54.63200378417969,48.39800262451172,73.59200286865234,67.71600341796875,47.77000045776367,39.91800308227539,28.76000213623047,75.41000366210938,73.74000549316406,73.33000183105469,70.4520034790039,71.39400482177734,67.71400451660156,65.79199981689453,60.60200119018555,57.01000213623047,76.57600402832031,74.64200592041016,74.47600555419922,71.81000518798828,71.28600311279297,67.92000579833984,64.09200286865234,59.708003997802734,56.99800109863281,51.954002380371094,70.64800262451172,70.08200073242188,63.14200210571289,58.78200149536133,62.1400032043457,58.70000457763672,53.17000198364258,49.23800277709961,50.20000076293945,45.02000045776367,78.4280014038086,77.16200256347656,74.56000518798828,72.1780014038086,74.23800659179688,68.0,64.40399932861328,60.59800338745117,57.06200408935547,50.298004150390625,77.21000671386719,75.36400604248047,76.09400177001953,74.02000427246094,71.98200225830078,68.94200134277344,68.83800506591797,65.31800079345703,64.1259994506836,59.5160026550293,69.99800109863281,69.0260009765625,63.39600372314453,61.37600326538086,59.2660026550293,56.49400329589844,50.98600387573242,48.50200271606445,47.374000549316406,39.25800323486328,,,,,61.84480285644531,67.60200424194336,73.983203125,68.6092041015625,72.90440292358399,60.70920333862305,66.00160369873046,68.63200302124024,60.16520462036133,75.01040496826172,64.55880432128906,54.9312026977539,71.6500030517578,71.64320373535156,69.6660041809082,76.70960235595703,68.68560333251953,59.86000213623047,56.36440200805664,65.20680465698243,63.76080322265625,60.10680389404297,74.39480438232422,65.64720230102539,64.89680252075195,64.59640350341797,51.551202392578126,69.76880493164063,67.75360260009765,70.60760345458985,61.57120208740234,68.58720245361329,73.71240234375,57.838401794433594,63.91640396118164,58.204002380371094,69.7384033203125,65.56296744713417,68.29255892435711,63.7959821199116,
resnet101_cutmix,42.06546397320946,79.82600402832031,68.02999877929688,71.28800201416016,12.186666488647461,38.81666946411133,28.210420608520508,73.48963029756538,54.5536519386835,76.5999984741211,81.12999725341797,24.02800178527832,93.94999694824219,93.86000061035156,99.15277777777777,99.11688311688312,62.463054187192114,47.635467980295566,82.97600555419922,13.516000747680664,79.46400451660156,69.1520004272461,75.02799987792969,67.54400634765625,78.50200653076172,65.57400512695312,73.98200225830078,64.39800262451172,76.8800048828125,62.91400146484375,61.926002502441406,72.26399993896484,54.044002532958984,74.31600189208984,53.9160041809082,69.24000549316406,41.48800277709961,70.12000274658203,42.474002838134766,64.74400329589844,73.0840072631836,78.39600372314453,68.79800415039062,71.49000549316406,65.9260025024414,77.22000122070312,60.79600143432617,68.61600494384766,52.586002349853516,74.34800720214844,46.60600280761719,62.26400375366211,36.75800323486328,62.98600387573242,30.104001998901367,39.082000732421875,26.950000762939453,39.74800109863281,20.862001419067383,11.97800064086914,63.98600387573242,68.7800064086914,68.63600158691406,63.02000427246094,68.3740005493164,61.298004150390625,66.44000244140625,56.81200408935547,45.96800231933594,45.84400177001953,56.204002380371094,41.694000244140625,29.09600067138672,33.26000213623047,41.25800323486328,29.34200096130371,24.56800079345703,23.14000129699707,31.338001251220703,19.43600082397461,78.22000122070312,74.14400482177734,72.46400451660156,70.14400482177734,73.66200256347656,52.952003479003906,67.2280044555664,49.288002014160156,78.3060073852539,57.26400375366211,74.16800689697266,56.44400405883789,71.31000518798828,39.788002014160156,67.55400085449219,42.98200225830078,59.592002868652344,12.086000442504883,56.53200149536133,76.08000183105469,67.56800079345703,73.81000518798828,63.478004455566406,69.22600555419922,56.34400177001953,64.24600219726562,49.660003662109375,50.68600082397461,33.21800231933594,67.67400360107422,63.958003997802734,51.35000228881836,48.6140022277832,40.04800033569336,37.470001220703125,37.63199996948242,35.25400161743164,30.398000717163086,28.43800163269043,76.24000549316406,70.46600341796875,66.13400268554688,17.444000244140625,60.064002990722656,51.93800354003906,46.44600296020508,37.10200119018555,33.172000885009766,18.21200180053711,16.428001403808594,69.39200592041016,66.64600372314453,61.37000274658203,58.74400329589844,47.630001068115234,45.66800308227539,30.176000595092773,29.52800178527832,11.904000282287598,13.384000778198242,58.14600372314453,43.83400344848633,18.23000144958496,12.132000923156738,7.854000568389893,57.69000244140625,55.43600082397461,51.55800247192383,48.32600402832031,44.41600036621094,42.57200241088867,26.948001861572266,27.34600067138672,11.574000358581543,67.96600341796875,65.0,58.638004302978516,55.66200256347656,45.7660026550293,43.18400192260742,24.98000144958496,24.468000411987305,12.986001014709473,13.984000205993652,59.98600387573242,59.836002349853516,48.608001708984375,40.250003814697266,50.656002044677734,42.60400390625,38.46600341796875,31.362001419067383,31.68600082397461,25.41200065612793,77.03600311279297,73.68000030517578,68.43600463867188,64.0979995727539,63.99200439453125,54.00800323486328,47.39600372314453,45.29600143432617,37.794002532958984,32.974002838134766,68.31800079345703,65.6500015258789,63.19000244140625,60.820003509521484,47.71000289916992,45.04600143432617,38.230003356933594,35.374000549316406,27.196001052856445,24.836000442504883,79.82600402832031,57.790000915527344,51.650001525878906,47.84400177001953,44.156002044677734,40.09400177001953,36.01000213623047,33.0260009765625,31.226001739501953,26.350000381469727,22.139999389648438,10.304000854492188,54.97999954223633,14.979999542236328,42.06080207824707,46.46440315246582,72.21800384521484,44.094402122497556,66.53960342407227,47.26040267944336,66.80960311889649,46.34520149230957,54.053602600097655,46.3984016418457,50.68600311279297,41.02080116271973,48.92880210876465,67.58920364379883,49.92520294189453,75.85640411376953,42.0672025680542,45.880402374267575,39.89280242919922,40.45960102081299,45.31520233154297,45.420401382446286,71.05160217285156,54.01120147705078,42.794002532958984,37.439201736450194,28.03920202255249,58.634402465820315,58.05160369873047,51.06080322265625,47.24680290222168,38.437201499938965,52.77520217895508,42.746802139282224,45.43320236206055,48.573602294921876,58.93080368041992,50.1494383469606,52.971469381120464,47.73819173009772,25.60099983215332
efficientnet-b2-autoaug,40.68812790320838,79.7760009765625,68.52999877929688,73.31200408935547,10.09333324432373,42.516666412353516,30.40342903137207,73.21911632100992,57.70964833183048,76.80999755859375,81.45999908447266,32.76000213623047,94.13999938964844,93.9000015258789,99.07638888888889,99.11688311688312,60.689655172413794,48.96551724137931,83.02400207519531,13.100000381469727,79.60200500488281,73.61800384521484,75.53600311279297,69.8740005493164,78.88400268554688,71.69800567626953,74.57400512695312,67.52000427246094,77.64600372314453,70.11600494384766,65.70800018310547,72.93800354003906,65.57600402832031,75.60600280761719,59.69400405883789,69.94600677490234,59.388004302978516,72.40400695800781,51.69200134277344,65.73400115966797,75.21200561523438,76.73400115966797,69.72600555419922,69.9320068359375,69.8740005493164,74.21800231933594,61.87400436401367,65.35600280761719,57.94000244140625,68.0979995727539,46.75400161743164,54.96200180053711,41.01400375366211,47.61000061035156,28.720001220703125,27.114002227783203,30.23000144958496,15.42400074005127,19.43000030517578,5.538000106811523,73.62200164794922,67.5,71.17400360107422,62.76000213623047,70.44000244140625,59.94400405883789,68.94600677490234,55.31800079345703,65.02799987792969,46.17400360107422,61.478004455566406,40.374000549316406,54.6400032043457,33.336002349853516,52.13200378417969,27.830001831054688,49.91200256347656,22.874000549316406,45.68600082397461,18.994001388549805,79.1780014038086,75.86400604248047,74.10400390625,71.11600494384766,78.82600402832031,58.0780029296875,71.91600036621094,49.26400375366211,78.76399993896484,65.3280029296875,74.88600158691406,57.9160041809082,74.06600189208984,48.538002014160156,69.35400390625,41.67400360107422,67.83399963378906,15.862000465393066,61.44400405883789,75.91400146484375,67.0320053100586,73.97200012207031,62.70600128173828,71.12600708007812,55.21000289916992,68.73800659179688,48.262001037597656,60.72200393676758,31.772001266479492,68.07400512695312,63.40400314331055,52.2920036315918,46.672000885009766,40.44200134277344,34.75800323486328,38.17000198364258,32.448001861572266,31.816001892089844,25.59600067138672,75.89200592041016,70.58000183105469,64.0060043334961,13.266000747680664,58.00200271606445,51.250003814697266,43.96600341796875,37.97200012207031,32.03200149536133,19.75800132751465,15.7760009765625,73.48200225830078,68.7760009765625,68.3740005493164,61.2920036315918,59.816001892089844,48.57200241088867,46.086002349853516,31.226001739501953,25.630001068115234,11.604000091552734,62.842002868652344,48.25200271606445,16.222000122070312,10.042000770568848,5.8460001945495605,74.48400115966797,65.98600006103516,69.9320068359375,58.57600402832031,65.33000183105469,51.91200256347656,51.204002380371094,33.24800109863281,30.020002365112305,73.18800354003906,67.6760025024414,67.77799987792969,59.19200134277344,59.564002990722656,46.96000289916992,43.660003662109375,26.648000717163086,30.352001190185547,14.37600040435791,64.2300033569336,61.57200241088867,53.71800231933594,40.85000228881836,53.548004150390625,44.37000274658203,41.788002014160156,33.27400207519531,31.84200096130371,24.334001541137695,78.04600524902344,74.3280029296875,72.79199981689453,67.18400573730469,69.6760025024414,59.74200439453125,62.14200210571289,53.44400405883789,53.428001403808594,40.73200225830078,73.75800323486328,68.61400604248047,71.5320053100586,65.19800567626953,63.60200119018555,52.75800323486328,57.400001525878906,44.00800323486328,48.44000244140625,32.73800277709961,60.80400466918945,55.86600112915039,48.89600372314453,45.400001525878906,41.69000244140625,37.4640007019043,34.342002868652344,30.512001037597656,26.770000457763672,23.226001739501953,30.8799991607666,6.940000057220459,69.83999633789062,16.079999923706055,41.05520133972168,45.96560211181641,75.73360137939453,54.67760162353515,56.41680088043213,46.64720344543457,70.09440383911132,52.663204193115234,52.99640235900879,62.72840194702148,44.5804027557373,38.49360122680664,62.94640274047852,70.34080276489257,49.77560310363769,76.82840423583984,54.90840225219726,49.0252025604248,40.88000221252442,42.97040157318115,44.07120208740234,46.15880279541015,71.7456039428711,59.08600387573242,44.294001770019534,44.564401626586914,28.640801334381102,68.07920455932617,62.89760208129883,54.85400276184082,52.734002876281735,58.19400291442871,59.88320388793945,40.575601959228514,45.300802612304686,42.50040283203125,67.21680221557617,53.50246412570661,58.2687582015991,49.036128792009855,30.934998869895935
FixResNet50CutMix_v2,29.583018256454572,79.76200103759766,67.12999725341797,70.41400146484375,12.74666690826416,33.84333419799805,22.1049747467041,73.12894499549142,52.479711451758334,76.13999938964844,80.43999481201172,15.066000938415527,94.05999755859375,94.22000122070312,99.11805555555556,99.00432900432901,59.26108374384237,42.95566502463054,82.4320068359375,3.5940001010894775,79.34200286865234,70.83200073242188,72.60400390625,62.58200454711914,78.08600616455078,67.14400482177734,71.14800262451172,58.82200241088867,75.93400573730469,63.91800308227539,55.71000289916992,68.6760025024414,50.76400375366211,72.34600067138672,45.40800094604492,64.47200012207031,32.61600112915039,66.69800567626953,31.702001571655273,57.92400360107422,73.1780014038086,78.21200561523438,61.724002838134766,66.73400115966797,63.46600341796875,76.58800506591797,47.91400146484375,61.8900032043457,45.836002349853516,72.5320053100586,28.972002029418945,49.94000244140625,26.808000564575195,57.96200180053711,14.784000396728516,20.196001052856445,17.312000274658203,31.772001266479492,9.358000755310059,4.25,56.346004486083984,70.48800659179688,61.9160041809082,54.1140022277832,54.336002349853516,63.53400421142578,55.974002838134766,43.3120002746582,27.7760009765625,47.544002532958984,44.340003967285156,26.16400146484375,11.736001014709473,33.954002380371094,26.70600128173828,15.206000328063965,5.800000190734863,23.532001495361328,15.062000274658203,8.678000450134277,77.96200561523438,77.12200164794922,68.51399993896484,66.7300033569336,73.06800079345703,61.45000457763672,61.176002502441406,46.310001373291016,78.13600158691406,51.94000244140625,70.9280014038086,47.560001373291016,69.10200500488281,31.05000114440918,61.00200271606445,32.630001068115234,54.12400436401367,7.086000442504883,46.98600387573242,77.49000549316406,63.42400360107422,75.99400329589844,57.788002014160156,73.51200103759766,48.92400360107422,70.74200439453125,42.21200180053711,62.0680046081543,24.678001403808594,65.09200286865234,59.19000244140625,45.88600158691406,41.634002685546875,33.25400161743164,29.604001998901367,30.790000915527344,27.428001403808594,24.1200008392334,20.780000686645508,77.4540023803711,66.05400085449219,68.06000518798828,10.062000274658203,48.1660041809082,53.474002838134766,29.7080020904541,37.880001068115234,17.826000213623047,17.013999938964844,6.702000141143799,68.61400604248047,59.17000198364258,60.096004486083984,46.086002349853516,45.066001892089844,27.310001373291016,25.624000549316406,12.290000915527344,8.584000587463379,3.5500001907348633,46.89800262451172,30.546001434326172,10.660000801086426,6.890000343322754,5.034000396728516,49.314002990722656,40.316001892089844,46.7760009765625,26.242000579833984,40.21000289916992,19.894001007080078,21.830001831054688,10.082000732421875,7.9160003662109375,66.99800109863281,56.9900016784668,57.03000259399414,41.368003845214844,43.3380012512207,25.1200008392334,21.43600082397461,9.736000061035156,10.438000679016113,4.462000370025635,52.21600341796875,53.6400032043457,37.78200149536133,30.03400230407715,40.540000915527344,34.224002838134766,27.148000717163086,23.54400062561035,20.770000457763672,16.09000015258789,75.58000183105469,71.05599975585938,63.474002838134766,58.552001953125,57.6660041809082,45.46800231933594,31.862001419067383,37.134002685546875,22.634000778198242,24.5260009765625,67.76800537109375,58.93800354003906,61.75400161743164,51.230003356933594,44.810001373291016,29.82600212097168,34.242000579833984,20.4060001373291,22.540000915527344,12.242000579833984,55.2920036315918,51.31200408935547,43.04800033569336,41.242000579833984,36.18600082397461,33.566001892089844,28.68800163269043,27.450000762939453,24.444000244140625,21.86800193786621,14.0,8.260000228881836,39.31999969482422,11.179999351501465,29.49480094909668,47.810403442382814,70.4784034729004,41.596802711486816,63.41320381164551,40.65840148925781,71.96120376586914,34.528401947021486,47.40520248413086,31.198801803588868,40.60200157165527,35.087601852416995,46.222801971435544,61.72120208740235,50.77640228271484,74.48120422363282,39.84800128936767,35.69120140075684,31.506401824951173,27.535201358795167,33.691201496124265,39.82840156555176,66.96480255126953,47.34720153808594,29.681201362609862,20.02560086250305,20.005601119995116,57.05480270385742,50.84480247497559,45.32000160217285,45.72960205078125,33.20920181274414,40.79960250854492,35.72720184326172,32.550401496887204,37.53160133361816,50.243202209472656,43.437232786569844,49.02195796966553,38.21983330626237,18.18999981880188
dpn107,40.779950307875126,79.74600219726562,67.8499984741211,72.69600677490234,9.920000076293945,43.086666107177734,30.827880859375,75.56357078449054,59.06221821460775,76.50999450683594,81.18000030517578,29.420001983642578,94.15999603271484,93.8699951171875,99.11805555555556,99.2121212121212,64.08866995073892,50.14778325123152,82.8800048828125,22.36400032043457,79.52400207519531,72.83600616455078,76.0040054321289,70.7020034790039,78.81400299072266,70.77400207519531,74.9020004272461,68.74800109863281,77.2820053100586,69.3080062866211,67.0040054321289,73.0260009765625,63.60400390625,74.80400085449219,61.49400329589844,69.8800048828125,53.94600296020508,71.27799987792969,52.650001525878906,64.99200439453125,72.99000549316406,74.19600677490234,69.59200286865234,68.48800659179688,65.39400482177734,69.75200653076172,61.586002349853516,62.50400161743164,50.888004302978516,60.41400146484375,46.83400344848633,50.14600372314453,32.59000015258789,34.41800308227539,28.974000930786133,21.630001068115234,22.350000381469727,7.526000499725342,19.582000732421875,3.8680002689361572,71.95000457763672,62.846004486083984,72.34400177001953,61.36600112915039,72.53800201416016,55.39400100708008,70.81600189208984,55.040000915527344,59.798004150390625,41.104000091552734,64.22200012207031,41.08400344848633,44.87800216674805,27.6820011138916,51.112003326416016,28.774002075195312,37.8900032043457,17.09000015258789,40.43600082397461,18.660001754760742,76.3740005493164,72.552001953125,71.66600036621094,70.63200378417969,73.69000244140625,51.208003997802734,68.8080062866211,49.44400405883789,77.98800659179688,62.62200164794922,74.35600280761719,60.46200180053711,73.47000122070312,48.208003997802734,68.85200500488281,48.05400085449219,67.13999938964844,19.428001403808594,61.71600341796875,70.53600311279297,63.66400146484375,65.38999938964844,57.678001403808594,58.230003356933594,48.974002838134766,53.67000198364258,43.2920036315918,38.82600021362305,27.718000411987305,69.302001953125,66.72600555419922,53.57400131225586,52.380001068115234,41.8120002746582,41.37600326538086,39.25600051879883,38.952003479003906,32.30800247192383,32.06999969482422,74.2820053100586,70.22200012207031,60.586002349853516,21.48600196838379,57.8280029296875,43.70000076293945,41.868003845214844,27.814001083374023,27.82400131225586,10.836000442504883,13.422000885009766,73.91400146484375,70.41000366210938,69.15400695800781,65.13200378417969,60.12000274658203,55.332000732421875,44.47800064086914,40.73200225830078,22.522001266479492,21.854000091552734,63.432003021240234,52.30400085449219,26.32600212097168,18.66200065612793,11.474000930786133,67.77799987792969,62.67200469970703,62.91200256347656,57.48200225830078,57.73600387573242,52.30800247192383,41.7140007019043,38.2660026550293,23.406002044677734,73.31400299072266,69.67400360107422,67.63400268554688,63.346004486083984,58.428001403808594,53.62600326538086,38.044002532958984,35.81800079345703,22.746000289916992,23.11800193786621,60.590003967285156,61.256004333496094,50.58400344848633,42.750003814697266,50.980003356933594,45.28000259399414,41.066001892089844,35.00200271606445,38.130001068115234,30.09400177001953,77.27400207519531,74.83800506591797,70.03400421142578,66.79000091552734,65.58399963378906,58.178001403808594,49.130001068115234,50.066001892089844,40.92000198364258,38.75600051879883,73.9260025024414,70.5780029296875,71.2040023803711,67.57600402832031,59.53000259399414,55.73600387573242,50.76000213623047,47.10000228881836,39.272003173828125,36.30000305175781,79.74600219726562,58.022003173828125,49.69600296020508,48.30600357055664,42.32400131225586,40.198001861572266,34.454002380371094,33.10600280761719,29.920001983642578,25.998001098632812,25.648000717163086,8.59999942779541,68.77999877929688,19.55000114440918,40.984801864624025,40.82320137023926,73.73240203857422,54.03760261535645,49.26120367050171,50.01560249328613,57.33040161132813,55.458003234863284,48.26520195007324,57.41080322265625,41.32720265388489,41.12600250244141,58.938402557373045,69.07960357666016,43.44360198974609,76.34040222167968,52.03320198059082,48.27000274658203,42.8764030456543,49.116402816772464,42.232801818847655,47.25040130615234,71.76080322265625,57.72560195922851,50.69200210571289,46.6184024810791,34.439601516723634,66.09360427856446,64.11960296630859,48.84240303039551,50.803602600097655,50.70920181274414,59.78600158691406,46.300802612304686,45.31360206604004,47.22800216674805,60.588401794433594,52.371571749907275,54.618713500764635,50.38097086705658,30.644500017166138
FixResNet50CutMix,29.76126174786648,79.74200439453125,67.08999633789062,70.2760009765625,12.453333854675293,33.810001373291016,22.04012680053711,72.04688908926961,52.02885482416592,75.94999694824219,80.3499984741211,14.934000968933105,94.04000091552734,94.22999572753906,99.11805555555556,98.99567099567099,58.86699507389162,42.758620689655174,82.24000549316406,3.6040000915527344,79.3060073852539,70.81200408935547,72.69000244140625,62.802001953125,78.00800323486328,67.17000579833984,71.22400665283203,58.802001953125,75.8080062866211,63.996002197265625,55.820003509521484,68.75800323486328,50.77000427246094,72.28400421142578,45.50400161743164,64.47000122070312,32.59800338745117,66.61000061035156,31.806001663208008,58.00800323486328,73.31200408935547,78.13200378417969,61.768001556396484,66.79800415039062,63.30800247192383,76.55400085449219,47.9160041809082,61.978004455566406,45.58400344848633,72.43000030517578,28.944002151489258,49.94600296020508,26.72800064086914,57.78200149536133,14.748001098632812,20.084001541137695,17.148000717163086,31.71000099182129,9.36400032043457,4.232000350952148,56.24400329589844,70.46200561523438,62.038002014160156,54.08400344848633,54.35200119018555,63.394004821777344,55.99800109863281,43.150001525878906,27.854001998901367,47.50400161743164,44.342002868652344,26.046001434326172,11.690000534057617,33.836002349853516,26.7080020904541,15.094000816345215,5.754000186920166,23.52400016784668,15.094000816345215,8.592000007629395,77.81400299072266,76.86800384521484,68.58200073242188,66.83399963378906,72.906005859375,61.176002502441406,61.14200210571289,46.44200134277344,78.09000396728516,51.798004150390625,70.96000671386719,47.59800338745117,68.96800231933594,30.86800193786621,61.02800369262695,32.67399978637695,54.02800369262695,7.064000129699707,46.90400314331055,77.57400512695312,63.46000289916992,76.052001953125,57.884002685546875,73.24400329589844,49.05600357055664,70.41400146484375,42.24400329589844,62.01400375366211,24.624000549316406,65.03800201416016,59.25400161743164,45.96200180053711,41.540000915527344,33.43600082397461,29.668001174926758,30.548002243041992,27.408000946044922,23.82200050354004,20.748001098632812,77.38400268554688,66.17200469970703,68.10200500488281,9.986000061035156,48.118003845214844,53.53400421142578,29.744001388549805,37.974002838134766,17.756000518798828,17.038000106811523,6.658000469207764,68.51800537109375,59.03200149536133,59.802001953125,45.96800231933594,45.040000915527344,27.214000701904297,25.64200210571289,12.280000686645508,8.496000289916992,3.55400013923645,46.91600036621094,30.586002349853516,10.610000610351562,6.836000442504883,5.01200008392334,49.134002685546875,40.13800048828125,47.08400344848633,26.222002029418945,40.13200378417969,19.79800033569336,21.740001678466797,10.03600025177002,7.756000518798828,66.83200073242188,56.91800308227539,56.71600341796875,41.25600051879883,43.176002502441406,25.09400177001953,21.292001724243164,9.664000511169434,10.542000770568848,4.492000102996826,52.30000305175781,53.60600280761719,37.46000289916992,29.908000946044922,40.21000289916992,34.1879997253418,27.052001953125,23.580001831054688,20.57400131225586,16.086000442504883,75.50200653076172,71.15400695800781,63.5160026550293,58.58200454711914,57.474002838134766,45.47200393676758,31.7760009765625,37.04800033569336,22.29400062561035,24.402000427246094,67.59200286865234,58.952003479003906,61.67000198364258,51.13200378417969,44.592002868652344,29.792001724243164,34.302001953125,20.2760009765625,22.59800148010254,12.146000862121582,55.18400192260742,51.34600067138672,42.98200225830078,41.22600173950195,36.018001556396484,33.44600296020508,28.51000213623047,27.3960018157959,24.32000160217285,21.898000717163086,13.779999732971191,8.380000114440918,39.099998474121094,11.300000190734863,29.393201446533205,47.74400291442871,70.36120376586913,41.49960212707519,63.321601486206056,40.706800842285155,71.85960311889649,34.459602165222165,47.45360260009765,31.178801441192626,40.60760269165039,35.062401580810544,46.15080223083496,61.72320327758789,50.80640296936035,74.40320434570313,39.71160182952881,35.519202423095706,31.473601150512696,27.484801197052,33.68960218429565,39.76120147705078,67.03000335693359,47.3316032409668,29.609601068496705,19.95960063934326,19.992000770568847,57.06920394897461,50.94680213928223,45.21600227355957,45.55480251312256,33.169202423095705,40.836001777648924,35.72360115051269,32.54800186157227,37.4028018951416,50.112402725219724,43.38675084603137,48.93564699490865,38.212191323230144,18.139999628067017
efficientnet-b2-advprop-autoaug,40.81775953332613,79.60200500488281,67.88999938964844,73.99600219726562,10.893333435058594,44.413333892822266,32.18770217895508,75.02254283137962,61.226330027051404,76.54999542236328,81.29000091552734,34.172000885009766,94.15999603271484,94.0,99.02083333333334,98.99567099567099,62.51231527093596,49.40886699507389,82.6240005493164,17.588001251220703,79.32400512695312,75.03600311279297,75.7760009765625,71.16400146484375,78.69800567626953,73.56400299072266,74.74200439453125,69.35200500488281,77.51800537109375,72.39400482177734,67.9780044555664,73.13800048828125,68.64200592041016,75.6820068359375,63.27400207519531,70.6520004272461,62.862003326416016,72.91600036621094,56.22200393676758,66.37000274658203,75.07000732421875,76.7820053100586,70.0979995727539,71.23800659179688,69.76600646972656,73.84400177001953,62.54600143432617,66.7820053100586,58.54600143432617,66.72600555419922,47.65800094604492,56.68000411987305,41.60600280761719,43.900001525878906,29.306001663208008,28.55000114440918,29.902002334594727,14.68600082397461,19.016000747680664,7.168000221252441,75.0300064086914,67.9320068359375,72.57400512695312,62.49800109863281,75.302001953125,61.728004455566406,70.80400085449219,55.34400177001953,67.57600402832031,49.224002838134766,63.14200210571289,40.95800018310547,55.85000228881836,37.52400207519531,51.202003479003906,28.814001083374023,50.09800338745117,27.14200210571289,42.78600311279297,19.398000717163086,78.75200653076172,75.66400146484375,74.49800109863281,71.18600463867188,78.19400024414062,58.070003509521484,73.88200378417969,49.884002685546875,78.74400329589844,68.30599975585938,75.16800689697266,61.64800262451172,75.14400482177734,54.85200119018555,70.6500015258789,47.9900016784668,69.80599975585938,22.052001953125,64.01000213623047,74.99400329589844,66.78600311279297,72.48800659179688,61.80600357055664,68.88400268554688,53.33400344848633,66.59200286865234,46.698001861572266,57.970001220703125,29.774002075195312,70.66400146484375,66.18600463867188,55.83000183105469,50.48600387573242,43.94600296020508,38.2920036315918,41.47600173950195,35.99400329589844,34.332000732421875,28.894001007080078,75.94200134277344,70.19400024414062,65.57600402832031,18.420000076293945,57.958003997802734,54.05400085449219,44.08000183105469,42.65400314331055,32.108001708984375,25.034000396728516,16.238000869750977,75.19000244140625,70.36800384521484,71.36200714111328,64.67000579833984,63.65200424194336,53.428001403808594,51.10600280761719,36.89200210571289,32.22600173950195,16.378000259399414,64.52400207519531,52.98200225830078,22.804000854492188,15.596000671386719,11.034000396728516,73.61800384521484,66.80400085449219,68.73400115966797,59.92000198364258,63.7660026550293,53.34400177001953,50.72800064086914,36.0260009765625,33.55800247192383,74.93400573730469,69.72400665283203,70.29000091552734,62.73800277709961,62.87600326538086,51.75200271606445,47.470001220703125,31.634000778198242,34.46200180053711,18.768001556396484,65.21400451660156,63.5880012512207,55.2660026550293,44.73200225830078,53.564002990722656,46.4640007019043,41.402000427246094,34.68000030517578,35.43600082397461,27.07000160217285,77.76200103759766,74.70600128173828,72.39000701904297,67.63400268554688,69.9000015258789,60.400001525878906,61.090003967285156,53.6400032043457,52.798004150390625,40.7140007019043,75.8060073852539,70.77200317382812,73.73600006103516,67.89600372314453,65.55000305175781,56.52400207519531,59.208003997802734,47.98200225830078,50.50400161743164,36.884002685546875,62.4160041809082,58.8640022277832,50.89200210571289,49.290000915527344,43.74800109863281,41.53600311279297,36.854000091552734,34.570003509521484,30.940000534057617,27.154001235961914,55.13999938964844,12.380000114440918,76.6199951171875,41.20000076293945,41.402400970458984,48.71000366210937,76.1280029296875,58.7072036743164,55.18760299682617,49.82560234069824,68.18560333251953,56.011602783203124,51.679602813720706,64.77120361328124,46.08360347747803,42.282802200317384,64.96080322265625,71.6416030883789,52.652001953125,76.82760467529297,58.006402587890626,50.17640228271485,43.30680122375488,46.92320289611816,44.11560173034668,49.24960174560547,72.13560180664062,59.418801879882814,48.347202682495116,46.7364013671875,33.3880012512207,70.49960403442383,65.59800338745117,54.97800407409668,55.78880157470703,58.08080215454102,60.101602935791014,43.97040328979492,45.72480087280273,44.97000160217285,66.78800354003906,55.16741794194932,59.70375853644477,50.98387594724955,46.33499884605408
dpn131,40.218213244031546,79.4320068359375,67.72999572753906,72.3800048828125,9.426667213439941,43.14666748046875,30.18334197998047,74.03065825067628,59.87376014427412,76.37999725341797,81.11000061035156,29.692001342773438,93.86000061035156,93.47999572753906,99.0486111111111,98.99567099567099,63.99014778325123,49.90147783251231,83.08800506591797,21.81800079345703,79.2560043334961,72.156005859375,75.72200012207031,70.47000122070312,78.56800079345703,70.22600555419922,74.76800537109375,68.1780014038086,76.9800033569336,68.44600677490234,66.56000518798828,72.90800476074219,62.974002838134766,74.64800262451172,61.25200271606445,70.00200653076172,54.40200424194336,71.08800506591797,53.19600296020508,65.26000213623047,73.2800064086914,74.19200134277344,69.74000549316406,68.82600402832031,66.12800598144531,70.08200073242188,62.09400177001953,63.27400207519531,51.43600082397461,61.53400421142578,46.61600112915039,51.80400085449219,32.72800064086914,36.384002685546875,28.50400161743164,24.07200050354004,22.25400161743164,9.53600025177002,19.160001754760742,4.438000202178955,71.38600158691406,62.644004821777344,71.75,60.12000274658203,71.19600677490234,54.19200134277344,70.08399963378906,52.6660041809082,57.08000183105469,39.39400100708008,62.49800109863281,38.06800079345703,43.3280029296875,25.79400062561035,50.07600402832031,25.248001098632812,38.22800064086914,15.5260009765625,41.480003356933594,15.620000839233398,76.24000549316406,72.71000671386719,71.57200622558594,70.78400421142578,73.62200164794922,51.41200256347656,68.42200469970703,49.63600158691406,77.84200286865234,62.87000274658203,74.21200561523438,60.316001892089844,73.06999969482422,49.28600311279297,68.93800354003906,48.59400177001953,66.23400115966797,21.532001495361328,61.56200408935547,70.63800048828125,64.76000213623047,66.22000122070312,59.09400177001953,59.500003814697266,50.320003509521484,54.608001708984375,44.75600051879883,40.63600158691406,29.882001876831055,68.41400146484375,65.85400390625,53.07200241088867,51.42000198364258,41.60000228881836,40.676002502441406,38.37200164794922,38.37600326538086,31.546001434326172,31.816001892089844,74.78400421142578,70.01399993896484,60.71600341796875,22.726001739501953,56.044002532958984,42.810001373291016,38.29800033569336,27.648000717163086,24.556001663208008,12.082000732421875,10.842000961303711,73.59000396728516,70.09200286865234,68.68600463867188,64.66200256347656,59.202003479003906,54.836002349853516,43.82400131225586,40.37600326538086,21.0260009765625,21.1560001373291,61.380001068115234,48.5160026550293,23.080001831054688,16.470001220703125,10.294000625610352,67.06000518798828,63.05400466918945,61.78400421142578,57.900001525878906,56.80000305175781,52.6660041809082,40.69000244140625,38.05400085449219,21.68000030517578,73.0780029296875,69.61199951171875,66.78800201416016,63.228004455566406,57.4900016784668,53.59600067138672,36.89800262451172,35.17399978637695,20.746000289916992,22.536001205444336,61.71000289916992,61.650001525878906,51.6400032043457,43.73200225830078,51.89400100708008,45.53000259399414,42.130001068115234,35.75400161743164,38.944000244140625,30.428001403808594,76.9280014038086,74.67400360107422,70.04600524902344,66.5580062866211,66.21000671386719,57.77800369262695,50.74400329589844,50.108001708984375,42.38600158691406,38.784000396728516,73.78400421142578,70.39200592041016,70.58399963378906,67.36600494384766,57.506004333496094,55.64200210571289,48.09800338745117,47.000003814697266,35.5260009765625,35.41800308227539,79.4320068359375,57.650001525878906,49.38200378417969,47.0160026550293,41.86000061035156,38.952003479003906,33.61800003051758,32.018001556396484,28.910001754760742,25.25400161743164,25.272001266479492,8.157999992370605,68.5,19.600000381469727,38.3444019317627,39.510001754760744,73.40160217285157,53.26560287475586,50.345601844787595,50.41120223999023,58.32040176391602,55.163603973388675,49.76240196228027,56.24360275268555,42.48280153274536,40.178002166748044,57.09960250854492,68.94120483398437,43.6080020904541,76.10800323486328,51.00000190734863,49.26360168457031,43.418801879882814,48.82920112609863,39.950801086425784,46.60080184936523,71.73200378417968,57.58040313720703,50.224402236938474,46.698402404785156,31.94800148010254,65.64080505371093,63.9312026977539,49.16520309448242,51.56200332641602,49.60280303955078,59.17760162353515,45.62840270996094,45.222802352905276,46.64040260314941,61.262803649902345,52.05996150236862,54.36893595589531,49.980297113719736,30.382500410079956
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se_resnext50_32x4d,39.73749594901156,79.07600402832031,67.7699966430664,69.23600006103516,10.106666564941406,38.88333511352539,25.217632293701172,72.04688908926961,55.54553651938684,76.1500015258789,80.97999572753906,25.91400146484375,93.75,93.43999481201172,98.9375,98.96103896103897,59.90147783251232,45.66502463054187,81.87200164794922,9.640000343322754,79.07600402832031,79.07600402832031,75.98600006103516,69.48400115966797,77.18800354003906,68.07600402832031,74.57200622558594,66.18400573730469,74.87800598144531,65.63400268554688,63.78200149536133,71.84000396728516,57.57600402832031,71.35600280761719,55.32400131225586,67.8800048828125,46.06800079345703,66.21000671386719,43.93400192260742,61.93000411987305,73.5320053100586,79.07600402832031,69.40800476074219,68.53800201416016,67.0320053100586,70.19600677490234,62.294002532958984,62.90800476074219,53.64200210571289,61.9160041809082,49.21200180053711,50.840003967285156,37.02000045776367,37.720001220703125,32.91200256347656,21.884000778198242,27.274002075195312,10.12600040435791,24.130001068115234,3.82200026512146,79.07600402832031,66.052001953125,72.08000183105469,62.99400329589844,73.33800506591797,58.910003662109375,70.56400299072266,56.75400161743164,63.55000305175781,43.38800048828125,64.906005859375,42.858001708984375,52.432003021240234,29.268001556396484,55.05600357055664,30.424001693725586,51.00800323486328,18.263999938964844,46.65800094604492,20.236000061035156,79.07600402832031,75.91000366210938,70.07200622558594,73.11400604248047,70.41600036621094,60.928001403808594,66.98200225830078,57.500003814697266,76.73600006103516,62.92400360107422,74.16000366210938,61.096004486083984,68.47200012207031,47.91800308227539,65.62000274658203,48.62800216674805,56.384002685546875,18.358001708984375,53.70000076293945,79.07600402832031,65.2760009765625,67.4020004272461,60.090003967285156,61.52000427246094,51.64800262451172,56.090003967285156,45.474002838134766,40.730003356933594,29.1460018157959,79.07600402832031,64.34000396728516,46.34800338745117,47.77800369262695,33.14200210571289,35.316001892089844,30.3960018157959,32.97600173950195,23.00800132751465,25.990001678466797,79.07600402832031,70.96400451660156,64.36600494384766,21.858001708984375,60.08200454711914,50.862003326416016,48.09600067138672,36.518001556396484,35.564002990722656,16.18400001525879,16.80000114440918,79.07600402832031,68.50800323486328,64.25,59.522003173828125,48.71200180053711,43.038002014160156,30.566001892089844,25.96000099182129,10.880000114440918,9.594000816345215,61.21200180053711,47.314002990722656,20.634000778198242,14.226000785827637,8.960000038146973,79.07600402832031,61.130001068115234,55.85000228881836,52.3640022277832,47.814002990722656,43.30800247192383,28.898000717163086,24.416000366210938,10.838000297546387,79.07600402832031,67.14600372314453,61.302001953125,57.156002044677734,47.16800308227539,42.19600296020508,24.750001907348633,21.054000854492188,11.36400032043457,10.218000411987305,58.73600387573242,60.52800369262695,45.94000244140625,39.182003021240234,48.55800247192383,44.02400207519531,35.932003021240234,32.25600051879883,28.224000930786133,22.612001419067383,79.07600402832031,74.74000549316406,68.44000244140625,66.66400146484375,63.57400131225586,56.57400131225586,45.406002044677734,49.07400131225586,35.676002502441406,36.12800216674805,79.07600402832031,68.33399963378906,66.6300048828125,63.708003997802734,48.65800094604492,45.87600326538086,37.47200012207031,34.66800308227539,24.670001983642578,22.270000457763672,79.07600402832031,60.52000427246094,53.62600326538086,51.56800079345703,45.05400085449219,43.75400161743164,37.52000045776367,37.124000549316406,31.920001983642578,29.674001693725586,19.079999923706055,8.0,58.15999984741211,13.739999771118164,42.65320167541504,43.17640151977539,70.21680145263672,46.696801567077635,51.80680332183838,52.43920364379883,60.96360321044922,46.97120208740235,50.32680244445801,63.88080368041992,41.59840235710144,44.52800178527832,51.301202392578126,66.10680313110352,49.40120277404785,73.74160461425781,44.73200225830078,43.47800254821777,39.72040214538574,39.55400199890137,46.30120277404785,42.394002532958986,70.44160385131836,56.63600234985351,41.324402046203616,38.17160129547119,30.469201278686523,63.28600311279297,59.74160232543945,51.70000305175781,53.20760269165039,44.49520206451416,61.85280303955078,41.28000259399414,47.59120254516601,49.43920211791992,58.43440246582031,50.646392160806904,53.46398040983412,48.30040238781979,24.744999885559082
FixResNet50,34.114723992654206,79.0,66.72999572753906,69.5979995727539,10.720000267028809,35.6966667175293,22.969600677490234,68.62037871956717,51.03697024346258,75.20999908447266,80.18000030517578,15.320000648498535,93.79000091552734,93.7699966430664,98.96527777777779,98.98701298701299,57.68472906403941,41.2807881773399,81.8080062866211,3.124000072479248,78.37000274658203,72.44000244140625,70.91200256347656,61.2660026550293,77.23600006103516,69.5979995727539,69.37000274658203,57.21400451660156,75.08000183105469,66.98600006103516,54.11000442504883,66.60800170898438,57.27400207519531,71.85000610351562,43.980003356933594,61.85000228881836,42.570003509521484,66.83000183105469,31.106000900268555,54.728004455566406,73.7280044555664,76.69600677490234,60.45600128173828,64.87800598144531,66.08399963378906,74.73600006103516,46.21000289916992,59.224002838134766,51.50200271606445,69.8479995727539,27.762001037597656,45.80800247192383,33.784000396728516,52.750003814697266,14.346000671386719,16.522001266479492,23.84800148010254,26.220001220703125,9.276000022888184,2.9820001125335693,64.24400329589844,72.36600494384766,61.340003967285156,53.30400085449219,69.45600128173828,67.39600372314453,57.3380012512207,42.63800048828125,47.480003356933594,55.24400329589844,47.730003356933594,23.61400032043457,33.09400177001953,42.44200134277344,30.77800178527832,12.890000343322754,28.588001251220703,29.43600082397461,17.814001083374023,7.202000141143799,75.93600463867188,76.72000122070312,66.44800567626953,65.56600189208984,71.1300048828125,60.2660026550293,60.43000411987305,44.124000549316406,77.23600006103516,53.090003967285156,69.12600708007812,44.67400360107422,69.08600616455078,31.336002349853516,59.12400436401367,28.926000595092773,54.98600387573242,7.5360002517700195,46.37600326538086,75.71800231933594,61.186004638671875,73.78600311279297,55.092002868652344,70.19200134277344,45.57400131225586,67.44800567626953,40.066001892089844,57.592002868652344,24.45400047302246,65.04800415039062,57.68400192260742,46.85400390625,40.0420036315918,34.50400161743164,27.856000900268555,31.28400230407715,25.57600212097168,24.852001190185547,19.23400115966797,77.65400695800781,65.1300048828125,70.93600463867188,7.698000431060791,46.56800079345703,60.11600112915039,27.148000717163086,46.53000259399414,14.890000343322754,22.168001174926758,4.9720001220703125,67.72400665283203,57.93800354003906,58.018001556396484,45.134002685546875,40.704002380371094,27.45600128173828,21.034000396728516,12.616000175476074,5.350000381469727,3.3420002460479736,45.194000244140625,28.09800148010254,9.600000381469727,6.748000144958496,4.814000129699707,53.8900032043457,39.160003662109375,47.16800308227539,25.584001541137695,37.62600326538086,19.176000595092773,17.702001571655273,9.282000541687012,5.152000427246094,66.7760009765625,55.98800277709961,55.746002197265625,41.202003479003906,40.39200210571289,25.1460018157959,17.59000015258789,9.282000541687012,7.378000259399414,3.8680002689361572,50.090003967285156,52.37600326538086,39.71800231933594,30.14200210571289,37.17000198364258,32.72200012207031,27.144001007080078,22.77800178527832,24.46200180053711,15.410000801086426,73.70600128173828,69.552001953125,59.27800369262695,56.64400100708008,53.62400436401367,45.53000259399414,27.82600212097168,35.59000015258789,18.714000701904297,22.880001068115234,67.98400115966797,58.24200439453125,62.33000183105469,51.0780029296875,44.16800308227539,29.60000228881836,32.90800094604492,20.108001708984375,20.98000144958496,11.508000373840332,52.470001220703125,48.814002990722656,39.55800247192383,38.702003479003906,33.94000244140625,31.14000129699707,26.394001007080078,25.400001525878906,22.722002029418945,20.200000762939453,8.0,7.199999809265137,38.20000076293945,7.799999713897705,27.92960042953491,53.37680282592773,69.67480392456055,38.56600227355957,60.05000228881836,38.19760141372681,68.94720306396485,34.10720233917236,45.27440223693848,48.57240219116211,37.88280253410339,32.8512020111084,45.674001693725586,60.300804901123044,55.48080329895019,73.87320251464844,37.57640113830566,35.71680221557617,30.68560161590576,27.097201776504516,31.741601371765135,40.50840263366699,64.69360275268555,46.03920135498047,29.297201585769653,19.26520128250122,18.89080047607422,61.77360153198242,49.53520317077637,49.789201736450195,45.78960208892822,32.30760231018066,43.00000228881836,34.07840194702148,31.610001182556154,35.016801834106445,46.62960243225098,43.24920202279702,49.96240233315362,36.972507193214014,15.300000071525574
resnext101_64x4d,37.71200172842173,78.95600128173828,67.1500015258789,69.61800384521484,7.28000020980835,43.28000259399414,30.318931579589844,72.85843101893597,56.627592425608654,75.37999725341797,80.18000030517578,27.520000457763672,93.72999572753906,93.69999694824219,98.875,98.93506493506493,60.14778325123152,46.65024630541872,82.19200134277344,18.220001220703125,78.69800567626953,71.00200653076172,75.5060043334961,69.31999969482422,77.89200592041016,68.31200408935547,74.51600646972656,66.86000061035156,76.40400695800781,66.24000549316406,64.67200469970703,72.69200134277344,58.98800277709961,74.11000061035156,57.80600357055664,69.96800231933594,47.3640022277832,70.19200134277344,47.340003967285156,65.71200561523438,72.92400360107422,77.45600128173828,69.15800476074219,71.99800109863281,65.40800476074219,76.31600189208984,60.62600326538086,69.20800018310547,49.41800308227539,73.35800170898438,44.310001373291016,62.92400360107422,30.512001037597656,62.42400360107422,26.73000144958496,41.676002502441406,20.634000778198242,39.7660026550293,17.97800064086914,15.254000663757324,70.91400146484375,65.5979995727539,71.10400390625,62.7920036315918,72.1760025024414,58.432003021240234,69.79000091552734,56.52400207519531,56.48200225830078,44.634002685546875,62.204002380371094,43.63600158691406,40.55000305175781,32.65999984741211,48.43000411987305,31.944002151489258,37.09000015258789,21.878000259399414,38.78600311279297,22.310001373291016,77.31600189208984,71.78600311279297,72.52200317382812,69.79199981689453,72.92000579833984,51.000003814697266,67.60000610351562,48.48600387573242,77.78400421142578,61.99200439453125,74.48800659179688,59.298004150390625,72.2540054321289,48.10000228881836,68.39400482177734,47.16800308227539,62.93800354003906,20.668001174926758,58.63200378417969,74.50800323486328,68.1780014038086,71.94600677490234,64.27000427246094,66.19600677490234,56.018001556396484,60.11600112915039,48.33400344848633,45.4900016784668,31.934001922607422,68.66000366210938,65.44200134277344,54.470001220703125,51.8640022277832,44.092002868652344,41.320003509521484,41.570003509521484,39.66400146484375,34.552001953125,33.23800277709961,74.14000701904297,70.1500015258789,63.22600173950195,22.176000595092773,59.39400100708008,47.47600173950195,46.94200134277344,32.34600067138672,35.474002838134766,14.316000938415527,18.34000015258789,71.31200408935547,68.09000396728516,65.39600372314453,61.21200180053711,54.39400100708008,50.14400100708008,38.624000549316406,35.18400192260742,19.926000595092773,18.104000091552734,61.14600372314453,48.16200256347656,22.632001876831055,16.13800048828125,9.998000144958496,63.28600311279297,60.410003662109375,57.78200149536133,53.23400115966797,51.66400146484375,47.27000045776367,36.182003021240234,32.54600143432617,20.260000228881836,78.95600128173828,66.7280044555664,62.134002685546875,58.32400131225586,50.624000549316406,46.84800338745117,31.310001373291016,27.75200080871582,19.50800132751465,16.43000030517578,62.066001892089844,61.18800354003906,51.660003662109375,42.82200241088867,52.150001525878906,45.04800033569336,40.27400207519531,33.432003021240234,36.23200225830078,28.66400146484375,78.95600128173828,74.05000305175781,69.32400512695312,65.77000427246094,65.02799987792969,56.71200180053711,46.458003997802734,47.74800109863281,37.44600296020508,35.374000549316406,78.95600128173828,68.28800201416016,66.49800109863281,63.76200485229492,50.05400085449219,47.88800048828125,39.57400131225586,37.480003356933594,28.048002243041992,25.84400177001953,78.95600128173828,58.30800247192383,50.62200164794922,48.788002014160156,43.80800247192383,40.97600173950195,36.05000305175781,34.16200256347656,31.584001541137695,27.536001205444336,15.199999809265137,8.579999923706055,57.91999816894531,12.579999923706055,43.44120216369629,44.64040107727051,72.64240417480468,49.930401992797854,65.8640022277832,49.38400230407715,63.65120391845703,48.65240249633789,53.746802520751956,55.44240188598633,52.21200160980224,41.95400199890137,52.62600135803223,68.32720489501953,46.30080242156983,75.4592041015625,48.506401443481444,48.476402282714844,42.23080215454102,43.21640205383301,46.060001373291016,48.668802642822264,71.67880401611328,55.93080215454101,46.5468017578125,42.336001586914065,31.61520175933838,62.381204223632814,61.19960250854492,47.77920265197754,50.70920295715332,45.834801864624026,58.06280288696289,46.3056022644043,43.760402297973634,48.20400199890137,59.44240264892578,52.060463973803394,54.808846992916536,49.82425498962403,23.56999945640564
BiT-M-R50x3-nonfinetuned,28.843037701199094,78.95000457763672,67.47000122070312,69.04000091552734,28.626667022705078,33.70000076293945,20.9613094329834,76.46528403967538,66.36609558160504,75.95999908447266,80.40999603271484,12.452000617980957,94.15999603271484,94.43999481201172,99.24305555555556,99.14285714285714,58.91625615763547,51.2807881773399,81.552001953125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet152_3x_simclrv2_linear_probe_tf_port,39.3918116020309,78.91200256347656,67.29000091552734,77.60400390625,19.560001373291016,39.016666412353516,27.6936092376709,74.21100090171325,62.93958521190262,75.29999542236328,80.13999938964844,26.172000885009766,93.7699966430664,93.62999725341797,99.17361111111111,98.89177489177489,59.40886699507389,49.556650246305416,80.54400634765625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
efficientnet-b2,39.786107810305715,78.89000701904297,66.87999725341797,69.8800048828125,8.706666946411133,39.46333312988281,26.170686721801758,70.96483318304779,56.53742110009017,75.70999908447266,80.30999755859375,28.23600196838379,93.4000015258789,93.31999969482422,98.99305555555556,98.95238095238095,59.60591133004927,46.748768472906406,82.2560043334961,13.242000579833984,78.4800033569336,72.58800506591797,74.52000427246094,68.4020004272461,77.22600555419922,70.52400207519531,73.22600555419922,65.4320068359375,74.95800018310547,68.7280044555664,63.346004486083984,70.74200439453125,62.83400344848633,71.89600372314453,56.060001373291016,66.79600524902344,54.582000732421875,67.11600494384766,45.69000244140625,60.86000442504883,73.71200561523438,73.302001953125,67.89400482177734,66.13200378417969,67.68600463867188,69.30599975585938,59.52000427246094,60.228004455566406,56.204002380371094,60.5160026550293,44.87800216674805,47.458003997802734,40.09400177001953,33.91800308227539,28.658000946044922,19.768001556396484,29.31800079345703,6.950000286102295,19.648000717163086,3.6060001850128174,71.41000366210938,66.29199981689453,68.44200134277344,60.78200149536133,71.30000305175781,57.93400192260742,65.68800354003906,53.2400016784668,63.2920036315918,43.85600280761719,58.720001220703125,38.08000183105469,53.51400375366211,31.422000885009766,49.96000289916992,25.93000030517578,49.0780029296875,21.518001556396484,43.38800048828125,17.292001724243164,73.84400177001953,74.4540023803711,68.34000396728516,69.8280029296875,69.76600646972656,58.03600311279297,64.29000091552734,48.704002380371094,77.10800170898438,63.61000442504883,72.70600128173828,57.608001708984375,69.01600646972656,48.582000732421875,64.14200592041016,43.1400032043457,59.21800231933594,20.392000198364258,53.590003967285156,72.38200378417969,63.28000259399414,69.63400268554688,57.89800262451172,66.14800262451172,48.82400131225586,63.474002838134766,41.07400131225586,52.836002349853516,23.270000457763672,65.5040054321289,61.08200454711914,49.17400360107422,43.85400390625,37.32200241088867,31.93600082397461,34.814002990722656,29.602001190185547,27.910001754760742,22.898000717163086,74.94200134277344,69.04800415039062,62.46000289916992,17.584001541137695,55.73600387573242,48.10600280761719,40.302001953125,34.96600341796875,27.950000762939453,18.66400146484375,13.616000175476074,71.64200592041016,66.03600311279297,65.53800201416016,58.21000289916992,54.44400405883789,44.93000030517578,38.41400146484375,28.468000411987305,17.4320011138916,11.244000434875488,58.83200454711914,44.44000244140625,18.168001174926758,12.040000915527344,7.156000137329102,68.42200469970703,62.608001708984375,62.31200408935547,53.678001403808594,56.14600372314453,45.7660026550293,39.66400146484375,29.09200096130371,21.052001953125,70.1760025024414,64.5580062866211,63.2920036315918,55.3900032043457,52.85200119018555,42.5880012512207,33.40800094604492,22.86800193786621,19.148000717163086,11.61400032043457,61.58400344848633,58.80600357055664,48.84800338745117,36.230003356933594,49.76400375366211,40.374000549316406,37.02400207519531,28.62200164794922,28.880001068115234,19.27400016784668,76.85400390625,73.2820053100586,71.5040054321289,65.43600463867188,68.00200653076172,56.88600158691406,58.208003997802734,50.2920036315918,49.62200164794922,38.59000015258789,70.39200592041016,64.63600158691406,66.36199951171875,59.8640022277832,52.87800216674805,44.19000244140625,43.78000259399414,34.11600112915039,32.50400161743164,22.584001541137695,60.36600112915039,55.1400032043457,48.80400085449219,45.19600296020508,42.21800231933594,37.59400177001953,35.55600357055664,31.000001907348633,29.31800079345703,23.994001388549805,35.380001068115234,7.21999979019165,71.23999786376953,21.68000030517578,39.064801406860354,44.20440139770508,69.7904037475586,49.49400291442871,48.798401546478274,47.372802352905275,64.89480285644531,45.07800178527832,46.86920166015625,61.71880340576172,39.438402795791625,38.58480224609375,53.18320236206055,64.61360321044921,47.82760238647461,73.9352035522461,47.77520179748535,45.22000274658203,36.661201858520506,39.403602600097656,41.33040218353271,42.94480323791504,69.22880477905274,56.897203063964845,41.777601432800296,40.87720146179199,28.12720184326172,65.85120315551758,59.78600311279297,53.40280303955078,53.01480216979981,49.519203186035156,57.23960189819336,37.87440223693848,44.119602584838866,43.252401733398436,64.83800430297852,50.05450515135741,54.425847196578985,46.018128658595835,33.87999975681305
wide_resnet101_2,39.678081451874256,78.84600067138672,66.3499984741211,69.62000274658203,7.386666774749756,40.356666564941406,28.106271743774414,71.5058611361587,55.27502254283137,75.73999786376953,80.3699951171875,24.200000762939453,93.72999572753906,93.72000122070312,99.05555555555556,99.03896103896103,61.13300492610837,46.40394088669951,81.3280029296875,12.42400074005127,78.09800720214844,69.74000549316406,74.18800354003906,67.74800109863281,76.72400665283203,66.80000305175781,72.54000091552734,64.9020004272461,74.01000213623047,64.3280029296875,62.2920036315918,70.10200500488281,55.95000076293945,70.39200592041016,54.23600387573242,65.87800598144531,43.6140022277832,64.89200592041016,42.724002838134766,59.78400421142578,72.63800048828125,73.04199981689453,67.93800354003906,66.93600463867188,64.99800109863281,68.64600372314453,59.76400375366211,61.0880012512207,51.71800231933594,59.46200180053711,45.884002685546875,49.31200408935547,35.90999984741211,35.880001068115234,30.580001831054688,22.922000885009766,26.474000930786133,12.154000282287598,21.9320011138916,5.616000175476074,78.84600067138672,65.31000518798828,69.00800323486328,61.980003356933594,71.22200012207031,58.060001373291016,67.76800537109375,55.64200210571289,52.75200271606445,43.85200119018555,58.91800308227539,41.452003479003906,37.93600082397461,32.20000076293945,44.124000549316406,30.48000144958496,42.38800048828125,21.764001846313477,35.294002532958984,21.202001571655273,78.84600067138672,72.16200256347656,68.23400115966797,69.0780029296875,69.98800659179688,50.932003021240234,64.75200653076172,47.656002044677734,75.84200286865234,60.788002014160156,71.7760009765625,59.23800277709961,65.49200439453125,46.03600311279297,61.268001556396484,47.52800369262695,52.522003173828125,18.4060001373291,49.28400421142578,69.84000396728516,63.090003967285156,65.60200500488281,57.28600311279297,58.73600387573242,48.27000045776367,52.858001708984375,41.01000213623047,37.263999938964844,24.468000411987305,64.8080062866211,62.26000213623047,47.49400329589844,45.996002197265625,35.43400192260742,34.64800262451172,33.246002197265625,32.54600143432617,26.61800193786621,26.00800132751465,73.84000396728516,69.17200469970703,62.836002349853516,22.358001708984375,58.58400344848633,48.27800369262695,44.794002532958984,33.645999908447266,32.73400115966797,15.032000541687012,17.381999969482422,68.70800018310547,66.50200653076172,59.906002044677734,58.38200378417969,44.480003356933594,44.16200256347656,24.512001037597656,27.04800033569336,8.176000595092773,10.85200023651123,59.496002197265625,46.68800354003906,22.104001998901367,16.00800132751465,10.462000846862793,59.2660026550293,57.57200241088867,52.0420036315918,50.5260009765625,43.20800018310547,43.63200378417969,22.84600067138672,26.87200164794922,9.032000541687012,78.84600067138672,64.92400360107422,56.4900016784668,54.790000915527344,41.72200012207031,41.18000030517578,19.126001358032227,21.360000610351562,9.152000427246094,11.670001029968262,54.75400161743164,57.41200256347656,41.15400314331055,36.358001708984375,42.42400360107422,38.93800354003906,29.054000854492188,27.0260009765625,24.628000259399414,21.394001007080078,78.84600067138672,73.02000427246094,65.74200439453125,62.9900016784668,60.840003967285156,52.250003814697266,41.43000030517578,42.84000015258789,31.9580020904541,29.77800178527832,78.84600067138672,65.22600555419922,61.67200469970703,60.0780029296875,43.64400100708008,42.50600051879883,32.81800079345703,32.09800338745117,21.48400115966797,21.144001007080078,78.84600067138672,57.310001373291016,51.592002868652344,48.02800369262695,45.89200210571289,40.652000427246094,38.400001525878906,34.134002685546875,33.18600082397461,27.516000747680664,20.31999969482422,8.179999351501465,59.619998931884766,12.799999237060547,42.15120239257813,44.23720207214355,68.53800354003906,41.15640144348144,49.8368013381958,49.17160263061523,56.86000289916992,44.21040267944336,46.824802017211915,56.62880096435547,41.174802207946776,41.52800178527832,47.69280166625977,63.06280288696289,46.72640209197998,72.82320556640624,41.06720085144043,38.4028018951416,36.22560195922851,38.78480129241943,44.53320236206055,41.520003128051755,68.49840393066407,52.17560234069824,41.38920269012451,38.20520191192627,30.9516019821167,60.086402893066406,58.380402374267575,50.34760093688965,49.664802169799806,37.27880153656006,55.022402954101565,40.291601943969724,45.21960258483887,49.5832015991211,55.7632022857666,48.200894546508785,50.45631327099271,46.20006552244487,25.22999930381775
xception,40.73133844658096,78.82000732421875,67.23999786376953,72.07400512695312,9.146666526794434,40.996665954589844,29.957359313964844,72.58791704238052,55.906221821460775,76.50999450683594,80.81999969482422,26.54400062561035,93.43999481201172,93.6199951171875,98.95833333333334,98.89177489177489,63.15270935960591,47.58620689655172,82.28800201416016,9.398000717163086,78.82000732421875,78.82000732421875,74.3280029296875,67.13800048828125,77.9260025024414,71.26600646972656,73.56400299072266,63.538002014160156,76.93000030517578,69.66600036621094,60.90400314331055,71.99200439453125,64.00800323486328,74.96400451660156,52.426002502441406,69.27799987792969,54.862003326416016,71.656005859375,41.74800109863281,64.56999969482422,74.07600402832031,78.82000732421875,65.88200378417969,71.58399963378906,67.8280029296875,77.34600067138672,56.346004486083984,69.67200469970703,55.0880012512207,75.77400207519531,41.220001220703125,64.69600677490234,38.37800216674805,68.82400512695312,25.878002166748047,46.58000183105469,28.918001174926758,47.3280029296875,18.145999908447266,16.852001190185547,78.82000732421875,69.60600280761719,70.156005859375,59.59800338745117,74.1300048828125,63.316001892089844,68.4320068359375,51.96600341796875,70.33000183105469,50.6660041809082,62.99800109863281,36.18600082397461,63.35200119018555,37.32600021362305,55.18800354003906,24.038002014160156,58.288002014160156,25.588001251220703,48.384002685546875,15.134000778198242,78.82000732421875,75.58600616455078,72.58600616455078,68.35600280761719,74.82200622558594,60.15200424194336,68.6520004272461,46.33000183105469,78.25,63.69200134277344,73.5840072631836,55.12200164794922,75.11400604248047,45.552001953125,67.84400177001953,39.284000396728516,68.9020004272461,14.03800106048584,58.384002685546875,78.82000732421875,66.86000061035156,75.51600646972656,62.006004333496094,72.7820053100586,53.0260009765625,69.27200317382812,44.794002532958984,58.80600357055664,25.678001403808594,78.82000732421875,63.10400390625,51.68800354003906,46.91800308227539,39.7400016784668,35.29600143432617,36.84000015258789,32.86000061035156,30.506000518798828,26.202001571655273,78.82000732421875,67.86000061035156,66.8080062866211,12.562000274658203,54.67000198364258,53.88200378417969,39.35600280761719,41.14400100708008,26.902000427246094,20.54400062561035,12.034000396728516,78.82000732421875,65.27000427246094,67.2820053100586,56.25800323486328,57.39200210571289,41.512001037597656,41.342002868652344,24.908000946044922,19.746000289916992,9.788000106811523,56.384002685546875,40.5420036315918,13.92400074005127,8.564000129699707,4.820000171661377,78.82000732421875,54.94200134277344,59.28000259399414,45.71000289916992,54.256004333496094,38.75800323486328,37.32600021362305,22.176000595092773,18.41400146484375,78.82000732421875,63.480003356933594,65.406005859375,52.426002502441406,55.67000198364258,38.20000076293945,35.874000549316406,19.448001861572266,22.006000518798828,10.428000450134277,61.05400466918945,58.23400115966797,49.75200271606445,36.33400344848633,47.14200210571289,39.018001556396484,33.82200241088867,28.180002212524414,31.21200180053711,21.032001495361328,78.82000732421875,72.86800384521484,69.61600494384766,63.76400375366211,66.64800262451172,54.4900016784668,51.612003326416016,45.39400100708008,42.320003509521484,32.858001708984375,78.82000732421875,64.43400573730469,69.06800079345703,58.87800216674805,56.728004455566406,41.14400100708008,48.53400421142578,31.18800163269043,37.47600173950195,21.172000885009766,78.82000732421875,52.9640007019043,47.45600128173828,42.48800277709961,41.402000427246094,34.34000015258789,34.02400207519531,28.330001831054688,27.46000099182129,22.284000396728516,22.479999542236328,6.390000343322754,62.52000045776367,13.880000114440918,37.38440208435058,49.300402069091795,75.18160400390624,52.91640357971191,69.61840362548828,44.33080139160156,71.03920516967773,43.363202285766604,50.472801971435544,68.98400344848633,53.87680282592773,36.081201171875,58.125203704833986,68.21000366210937,52.23960380554199,76.0592041015625,51.55520324707031,44.59640274047852,36.55960197448731,36.796401786804196,40.16440124511719,47.518802642822266,70.74640197753907,53.87480239868164,39.54720191955566,34.1968017578125,24.846801471710204,67.7244041442871,57.15080184936524,52.85760231018067,51.804002952575686,49.61920318603516,61.03160400390625,40.87600212097168,41.49440231323242,45.83240242004395,61.80320434570312,51.702505319546425,58.15418119430543,45.84233895853946,26.317500114440918
efficientnet-b1-autoaug,38.40877174030464,78.71600341796875,66.98999786376953,71.75200653076172,8.40000057220459,41.856666564941406,30.430938720703125,70.33363390441839,58.07033363390441,75.38999938964844,80.68999481201172,30.66600227355957,93.70999908447266,93.75999450683594,98.9375,98.94372294372295,59.6551724137931,47.389162561576356,81.24800109863281,11.718000411987305,78.44000244140625,71.7300033569336,74.38200378417969,68.73200225830078,77.64000701904297,69.71200561523438,73.3800048828125,66.34200286865234,76.27200317382812,68.11400604248047,64.6820068359375,71.68000030517578,63.47600173950195,74.11800384521484,58.87800216674805,68.74600219726562,56.34800338745117,70.80400085449219,50.638004302978516,64.46600341796875,73.2820053100586,75.156005859375,68.23400115966797,68.87000274658203,66.72000122070312,72.06400299072266,60.21800231933594,63.83400344848633,52.432003021240234,64.45600128173828,44.362003326416016,52.85000228881836,33.566001892089844,41.0260009765625,26.45600128173828,24.09200096130371,22.922000885009766,11.254000663757324,17.452001571655273,4.400000095367432,71.1240005493164,65.05599975585938,69.51200103759766,61.11600112915039,71.54800415039062,56.41400146484375,67.3080062866211,53.790000915527344,61.86000442504883,41.432003021240234,59.978004455566406,39.302001953125,51.750003814697266,28.656002044677734,50.85000228881836,27.034000396728516,48.858001708984375,19.304000854492188,45.94000244140625,17.748001098632812,77.85800170898438,73.47400665283203,72.69000244140625,69.83399963378906,77.36600494384766,53.2400016784668,71.28400421142578,47.20000076293945,77.47400665283203,61.380001068115234,73.76600646972656,56.44000244140625,72.20000457763672,43.194000244140625,67.89200592041016,40.00800323486328,65.54000091552734,13.804000854492188,59.78400421142578,72.3080062866211,65.47600555419922,69.10600280761719,60.89400100708008,63.58200454711914,53.3280029296875,58.538002014160156,46.56200408935547,43.82600021362305,29.926000595092773,66.46800231933594,61.74800109863281,50.15200424194336,44.906002044677734,38.660003662109375,33.25200271606445,36.41800308227539,31.09600067138672,29.718002319335938,24.54400062561035,73.86200714111328,69.04199981689453,60.46600341796875,12.974000930786133,56.172000885009766,45.85600280761719,41.71800231933594,32.932003021240234,29.636001586914062,16.808000564575195,14.546000480651855,71.3800048828125,66.96000671386719,65.99800109863281,59.208003997802734,56.228004455566406,46.038002014160156,41.512001037597656,29.132001876831055,21.084001541137695,11.094000816345215,60.25800323486328,45.35000228881836,13.694000244140625,8.263999938964844,5.070000171661377,72.93800354003906,66.1259994506836,67.31200408935547,58.512001037597656,61.67200469970703,51.14200210571289,44.14400100708008,30.924001693725586,23.57400131225586,71.15400695800781,66.01800537109375,65.19000244140625,57.40200424194336,56.27000427246094,45.086002349853516,38.3380012512207,24.838001251220703,24.900001525878906,13.18600082397461,62.55800247192383,60.15400314331055,51.85600280761719,39.6400032043457,52.21000289916992,43.150001525878906,42.23400115966797,32.704002380371094,32.788002014160156,24.32000160217285,76.62200164794922,73.21200561523438,70.94200134277344,65.29600524902344,67.2020034790039,57.0680046081543,59.21800231933594,50.948001861572266,50.12000274658203,39.09000015258789,72.22600555419922,67.0300064086914,69.5780029296875,63.756004333496094,60.02400207519531,51.19400405883789,53.112003326416016,42.66400146484375,43.71800231933594,31.64000129699707,56.948001861572266,53.97600173950195,44.57200241088867,43.60000228881836,38.650001525878906,36.00600051879883,31.198001861572266,29.174001693725586,24.524002075195312,22.666000366210938,30.65999984741211,6.359999656677246,70.08000183105469,15.65999984741211,39.79800109863281,42.172401428222656,74.08760375976563,51.24040260314941,52.79120235443115,45.29120140075683,61.47200317382813,51.25680351257324,51.23720283508301,61.0280029296875,42.809201908111575,37.084401321411136,59.7316032409668,69.08320465087891,45.98480339050293,75.45480346679688,51.17040328979492,48.329202270507814,39.99360237121582,41.30600280761719,42.22280101776123,44.283203125,70.53080291748047,57.12280349731445,42.48640308380127,43.684400939941405,26.527201175689697,65.87600402832031,61.85440368652344,49.784402465820314,49.018402099609375,53.9280029296875,58.717603302001955,39.109201431274414,43.3444019317627,39.178401947021484,64.8208023071289,51.18536678216395,55.01953615612453,47.55050762578062,30.690000295639038
se_resnet152,38.20892297720644,78.65800476074219,67.43999481201172,68.11600494384766,9.346667289733887,40.046669006347656,26.671777725219727,72.67808836789901,55.635707844905326,75.98999786376953,80.80999755859375,27.02800178527832,93.38999938964844,93.41999816894531,98.90972222222221,98.8051948051948,58.81773399014778,44.827586206896555,82.04800415039062,13.41200065612793,78.1520004272461,70.83000183105469,75.9000015258789,69.32400512695312,76.8080062866211,67.49200439453125,74.21400451660156,65.91600036621094,74.57200622558594,64.99800109863281,62.95000457763672,71.83200073242188,55.974002838134766,71.14200592041016,53.24200439453125,68.08200073242188,43.0260009765625,66.2760009765625,40.01000213623047,61.952003479003906,73.24000549316406,73.04600524902344,69.0300064086914,68.53800201416016,67.1500015258789,69.1520004272461,62.228004455566406,62.708003997802734,56.052001953125,61.44600296020508,49.38200378417969,50.94200134277344,40.5160026550293,40.93400192260742,33.65400314331055,25.73600196838379,30.740001678466797,14.874000549316406,25.024002075195312,6.7860002517700195,72.51000213623047,66.89200592041016,72.27400207519531,63.00200271606445,73.30400085449219,59.97200393676758,71.39600372314453,56.788002014160156,61.052001953125,46.2760009765625,63.4160041809082,43.012001037597656,46.37000274658203,33.31800079345703,49.80600357055664,30.5260009765625,46.3640022277832,22.262001037597656,41.922000885009766,20.36600112915039,73.08200073242188,75.22000122070312,70.0300064086914,72.63200378417969,69.31200408935547,58.96600341796875,66.4020004272461,56.15400314331055,76.05400085449219,66.21200561523438,73.90400695800781,63.522003173828125,67.36199951171875,53.88200378417969,64.93400573730469,52.7140007019043,55.52400207519531,26.32600212097168,52.99200439453125,69.98200225830078,64.72000122070312,65.74600219726562,59.38600158691406,59.458003997802734,51.082000732421875,53.93000411987305,44.31800079345703,39.36000061035156,27.910001754760742,65.24400329589844,64.48400115966797,47.108001708984375,48.77000045776367,34.88600158691406,37.3380012512207,32.31999969482422,35.202003479003906,25.22800064086914,28.16400146484375,76.08000183105469,70.56999969482422,64.69400024414062,26.886001586914062,60.00200271606445,52.68000411987305,47.784000396728516,40.974002838134766,35.676002502441406,21.384000778198242,17.38800048828125,72.0780029296875,68.91600036621094,64.46600341796875,60.250003814697266,51.58400344848633,45.84800338745117,34.95800018310547,29.190000534057617,15.852001190185547,12.244000434875488,62.320003509521484,50.39400100708008,25.922000885009766,18.93000030517578,11.918000221252441,64.28600311279297,60.84400177001953,56.83200454711914,51.512001037597656,49.294002532958984,43.87600326538086,33.60200119018555,27.972002029418945,17.578001022338867,70.59400177001953,67.81600189208984,62.39600372314453,58.23200225830078,50.62200164794922,45.23200225830078,30.73600196838379,25.196001052856445,18.23000144958496,14.152000427246094,57.58400344848633,60.45000457763672,45.03600311279297,39.95600128173828,47.108001708984375,44.18600082397461,34.854000091552734,32.54800033569336,29.73600196838379,26.48200035095215,75.93600463867188,74.83000183105469,68.24800109863281,66.44400024414062,63.66800308227539,56.39200210571289,45.730003356933594,48.954002380371094,35.64200210571289,35.38800048828125,71.07400512695312,68.79400634765625,67.06400299072266,64.59200286865234,52.40800094604492,48.98200225830078,42.65400314331055,39.038002014160156,30.740001678466797,27.038002014160156,78.65800476074219,60.03400421142578,53.92400360107422,51.0420036315918,46.294002532958984,43.086002349853516,38.604000091552734,36.22200012207031,32.89200210571289,28.944002151489258,25.03999900817871,8.559999465942383,63.63999938964844,16.440000534057617,42.73880157470703,45.74400253295899,68.26680145263671,47.787602233886716,51.890402221679686,54.38160247802735,57.69520263671875,49.688803100585936,49.48320121765137,59.92000198364258,42.94200191497803,43.86560249328613,52.78800277709961,65.65240478515625,51.16240196228027,73.39000396728515,46.515602111816406,42.86360206604004,40.72440147399902,42.125601577758786,46.284001159667966,40.957201385498045,70.39600219726563,56.40160140991211,43.289601707458495,39.52320175170898,33.89680118560791,60.464002227783205,58.2884033203125,53.53960266113281,56.12120323181152,44.318402481079104,59.76280288696289,42.7916015625,47.86360397338867,50.0744026184082,57.84480285644531,50.938135689955494,53.40795796712239,48.952633777417624,28.419999599456787
resnet50_cutmix,38.06848871124554,78.60000610351562,65.81999969482422,68.6259994506836,7.253333568572998,34.833335876464844,23.745800018310547,72.31740306582508,53.20108205590623,74.95999908447266,79.43000030517578,18.947999954223633,93.0,93.36000061035156,99.02777777777779,98.92640692640693,61.13300492610837,45.960591133004925,81.07200622558594,8.922000885009766,78.12600708007812,66.73200225830078,73.302001953125,65.37800598144531,77.01000213623047,62.480003356933594,72.15400695800781,61.84400177001953,74.97200012207031,58.98800277709961,59.298004150390625,70.2040023803711,46.30800247192383,71.46000671386719,50.400001525878906,66.41400146484375,30.176000595092773,66.23800659179688,37.73800277709961,60.75200271606445,70.18400573730469,76.52400207519531,65.0,68.5580062866211,59.186004638671875,74.7820053100586,54.900001525878906,64.5979995727539,41.38600158691406,70.70800018310547,37.82600021362305,55.410003662109375,23.518001556396484,55.32600402832031,21.636001586914062,28.060001373291016,14.944000244140625,28.948001861572266,13.988000869750977,7.2220001220703125,50.71000289916992,64.8280029296875,64.93800354003906,59.48200225830078,50.71800231933594,56.33400344848633,61.5680046081543,51.7140007019043,26.25200080871582,39.23200225830078,49.11000061035156,35.16200256347656,11.468000411987305,26.224000930786133,29.264001846313477,23.054000854492188,5.182000160217285,17.381999969482422,17.39000129699707,14.920001029968262,76.5780029296875,72.40800476074219,69.94600677490234,67.9000015258789,71.54199981689453,51.8380012512207,63.884002685546875,47.064002990722656,76.76200103759766,51.90800094604492,72.16200256347656,52.52400207519531,68.44600677490234,33.272003173828125,63.8800048828125,38.36600112915039,55.012001037597656,9.226000785827637,51.660003662109375,73.9780044555664,64.48600006103516,71.29800415039062,59.44400405883789,66.26800537109375,50.8640022277832,60.99200439453125,43.996002197265625,45.560001373291016,26.382001876831055,64.49800109863281,60.76000213623047,45.708003997802734,43.94200134277344,33.07200241088867,32.50200271606445,30.632001876831055,30.514001846313477,23.57000160217285,23.73000144958496,73.99200439453125,67.8759994506836,61.76400375366211,13.85200023651123,55.31200408935547,45.85200119018555,39.53200149536133,30.652002334594727,26.382001876831055,12.610000610351562,11.886000633239746,65.9280014038086,62.05800247192383,56.362003326416016,52.540000915527344,41.294002532958984,37.28600311279297,23.178001403808594,21.506000518798828,7.8580002784729,8.672000885009766,52.96600341796875,37.92000198364258,15.166000366210938,10.564000129699707,7.336000442504883,49.336002349853516,47.51400375366211,44.582000732421875,38.612003326416016,37.5,32.75400161743164,20.02800178527832,19.362001419067383,7.462000370025635,64.19200134277344,59.5880012512207,52.970001220703125,48.048004150390625,39.00200271606445,34.22600173950195,18.56599998474121,17.5260009765625,9.054000854492188,9.770000457763672,54.772003173828125,55.118003845214844,40.63600158691406,32.74400329589844,44.10600280761719,35.89200210571289,31.386001586914062,24.73000144958496,23.552001953125,18.940000534057617,75.0060043334961,71.82600402832031,64.79400634765625,60.18000411987305,59.35200119018555,48.314002990722656,36.152000427246094,38.62600326538086,26.328001022338867,25.940000534057617,64.67200469970703,61.090003967285156,58.35400390625,54.862003326416016,41.00200271606445,36.69000244140625,30.610000610351562,27.34200096130371,19.95400047302246,18.022001266479492,78.60000610351562,54.18000411987305,47.52400207519531,44.320003509521484,39.47600173950195,36.402000427246094,31.650001525878906,30.02800178527832,27.200000762939453,23.968000411987305,24.718000411987305,11.392000198364258,49.954002380371094,19.779998779296875,36.866401481628415,40.80000190734863,69.66800231933594,38.92400178909302,61.25760269165039,43.9412015914917,63.61920394897461,39.601202392578124,49.03440208435059,28.866001319885253,44.76960220336914,37.77960205078125,42.9184024810791,64.30640411376953,44.97400245666504,73.56120452880859,36.756801223754884,38.890402221679686,33.48480224609375,33.83160171508789,40.19760150909424,39.496002197265625,68.56520309448243,48.9772029876709,36.412401580810545,29.432802200317383,24.790401268005372,52.936802291870116,54.931603240966794,41.84360275268555,43.73040218353272,31.78160104751587,44.454002380371094,38.28960189819336,38.670000839233396,44.89000244140625,52.32640266418457,44.696166224357405,47.06891347037422,42.54400215148926,26.461000442504883
efficientnet-b1-advprop-autoaug,38.20892297720644,78.53600311279297,66.61000061035156,72.13800048828125,8.973333358764648,43.19333267211914,30.84556770324707,72.49774571686204,60.77547339945897,75.47999572753906,80.3499984741211,32.62200164794922,93.13999938964844,93.38999938964844,98.98611111111111,98.93506493506493,60.0,48.07881773399015,80.86400604248047,17.131999969482422,78.27400207519531,73.63600158691406,75.29000091552734,70.93800354003906,77.59400177001953,71.93800354003906,74.4020004272461,69.07400512695312,76.39200592041016,70.71600341796875,67.64800262451172,72.88400268554688,66.66200256347656,74.49400329589844,62.46800231933594,70.24800109863281,59.99200439453125,71.1820068359375,55.096004486083984,65.86600494384766,73.66600036621094,75.2300033569336,69.7560043334961,70.15800476074219,67.77799987792969,71.79000091552734,62.544002532958984,65.6520004272461,56.95000457763672,63.730003356933594,49.788002014160156,54.728004455566406,41.95000076293945,41.30000305175781,33.52000045776367,28.656002044677734,31.802001953125,15.790000915527344,23.77800178527832,7.448000431060791,72.71400451660156,66.19600677490234,71.84400177001953,62.42000198364258,73.93000030517578,59.30600357055664,70.24800109863281,55.36600112915039,62.85600280761719,45.3380012512207,61.85200119018555,40.612003326416016,51.262001037597656,32.70199966430664,49.6140022277832,28.32000160217285,47.19000244140625,22.86400032043457,43.432003021240234,19.422000885009766,77.802001953125,73.63800048828125,74.24200439453125,70.62600708007812,77.2560043334961,53.28200149536133,73.14400482177734,48.470001220703125,77.45600128173828,66.68400573730469,74.66400146484375,61.80400466918945,73.68800354003906,53.53600311279297,69.73400115966797,48.2140007019043,68.17400360107422,21.00400161743164,62.46000289916992,70.47000122070312,65.1520004272461,66.45000457763672,59.97600173950195,59.6400032043457,51.65400314331055,54.57600402832031,45.14600372314453,40.474002838134766,28.82000160217285,69.38200378417969,65.31600189208984,54.480003356933594,49.57200241088867,43.14200210571289,37.564002990722656,40.2660026550293,35.34800338745117,33.246002197265625,28.304000854492188,74.46600341796875,69.69600677490234,63.522003173828125,19.4320011138916,58.00400161743164,50.868003845214844,43.880001068115234,38.63600158691406,31.36800193786621,21.14000129699707,16.18400001525879,73.66200256347656,69.16000366210938,69.18600463867188,63.37000274658203,60.71800231933594,52.230003356933594,46.96800231933594,36.220001220703125,27.196001052856445,16.804000854492188,63.94600296020508,52.7920036315918,23.70800018310547,16.154001235961914,11.314000129699707,71.5260009765625,65.96000671386719,65.69200134277344,59.262001037597656,60.19400405883789,52.45600128173828,45.13600158691406,34.79800033569336,27.95400047302246,73.15800476074219,68.90800476074219,68.09400177001953,61.78200149536133,60.12400436401367,51.0420036315918,43.38600158691406,32.55000305175781,30.810001373291016,20.064001083374023,63.29000473022461,61.88600158691406,53.384002685546875,43.268001556396484,52.81200408935547,44.84600067138672,42.00200271606445,33.44200134277344,37.34000015258789,27.39000129699707,76.48200225830078,74.11000061035156,70.68400573730469,66.4800033569336,67.84400177001953,58.46200180053711,58.37600326538086,51.83000183105469,49.42000198364258,38.64400100708008,74.1240005493164,69.7280044555664,71.69400024414062,66.98600006103516,63.40800476074219,55.95600128173828,56.64400100708008,48.18000411987305,48.118003845214844,38.19600296020508,61.026004791259766,58.33000183105469,50.790000915527344,48.98600387573242,43.932003021240234,40.71200180053711,36.294002532958984,33.61800003051758,28.404001235961914,26.176000595092773,55.439998626708984,11.9399995803833,75.72000122070312,43.07999801635742,41.22800178527832,45.28120231628418,74.87520294189453,55.546002578735354,53.56800231933594,49.70920295715332,58.32200317382812,55.80920257568359,50.1496021270752,61.59040222167969,45.32840242385864,41.564401626586914,62.79760208129883,70.84880294799805,49.72640266418457,75.58720397949219,55.114402770996094,49.76560287475586,42.16640129089355,46.86920280456543,43.826402282714845,48.10320281982422,71.73800201416016,57.9052017211914,47.556802368164064,45.92160186767578,33.58280162811279,68.58880310058593,65.04480361938477,54.42920150756836,53.62880249023438,54.10040168762207,59.39800186157227,43.220802307128906,47.87720222473145,44.08920249938965,64.56120300292969,53.69691516925126,57.20415816836886,50.51288644389102,46.54499936103821
wide_resnet50_2,38.14410716214756,78.46800231933594,66.1500015258789,68.802001953125,6.0,38.65333557128906,25.30998992919922,70.60414788097385,53.471596032461676,75.1199951171875,79.81999969482422,22.132001876831055,93.15999603271484,93.45999908447266,98.89583333333334,98.97835497835497,58.22660098522168,44.72906403940887,81.29600524902344,8.568000793457031,78.46800231933594,78.46800231933594,73.76000213623047,66.48600006103516,75.98800659179688,64.58000183105469,71.93800354003906,63.368003845214844,73.46000671386719,61.8180046081543,60.80800247192383,69.11000061035156,51.814002990722656,69.7300033569336,52.756004333496094,64.61400604248047,38.28200149536133,63.884002685546875,40.926002502441406,57.922000885009766,71.32200622558594,78.46800231933594,66.36400604248047,65.12800598144531,61.948001861572266,67.1500015258789,56.21200180053711,58.50400161743164,45.18800354003906,57.46600341796875,38.986000061035156,45.66600036621094,27.634000778198242,33.790000915527344,23.196001052856445,18.73200035095215,19.312000274658203,11.208000183105469,15.634000778198242,4.232000350952148,78.46800231933594,64.6780014038086,67.54600524902344,60.58400344848633,67.21800231933594,56.70000457763672,65.28400421142578,53.57400131225586,46.974002838134766,41.34800338745117,56.25400161743164,38.314002990722656,31.85000228881836,28.672000885009766,42.35600280761719,26.632001876831055,27.670001983642578,18.404001235961914,33.17399978637695,17.645999908447266,78.46800231933594,71.99400329589844,67.14400482177734,68.49400329589844,68.89800262451172,50.570003509521484,63.73600387573242,46.902000427246094,75.41600036621094,56.62000274658203,71.63200378417969,55.922000885009766,64.99200439453125,39.816001892089844,61.138004302978516,42.49800109863281,51.66400146484375,13.588000297546387,48.86600112915039,78.46800231933594,61.02800369262695,63.94000244140625,54.660003662109375,57.43600082397461,45.47200393676758,52.39800262451172,38.8900032043457,36.98800277709961,22.624000549316406,78.46800231933594,61.19000244140625,46.5160026550293,44.49800109863281,34.384002685546875,32.842002868652344,32.220001220703125,30.704002380371094,25.334001541137695,24.006000518798828,78.46800231933594,68.5040054321289,61.9900016784668,16.96000099182129,56.88200378417969,46.406002044677734,42.262001037597656,31.222002029418945,29.43600082397461,12.92400074005127,13.890000343322754,78.46800231933594,64.58600616455078,58.14600372314453,55.31200408935547,42.12200164794922,39.91200256347656,23.36400032043457,22.282001495361328,8.028000831604004,7.788000583648682,57.93800354003906,43.8900032043457,18.894001007080078,13.268000602722168,8.75,78.46800231933594,53.6660041809082,48.39200210571289,45.25200271606445,39.53600311279297,37.41800308227539,20.768001556396484,20.68000030517578,8.254000663757324,78.46800231933594,63.21800231933594,55.730003356933594,52.118003845214844,40.486000061035156,37.55800247192383,18.558000564575195,17.532001495361328,8.756000518798828,8.956000328063965,52.066001892089844,54.44200134277344,37.58000183105469,32.29199981689453,39.022003173828125,34.7140007019043,26.862001419067383,23.27400016784668,19.928001403808594,17.012001037597656,78.46800231933594,72.63200378417969,64.302001953125,61.74800109863281,57.932003021240234,49.612003326416016,35.570003509521484,40.34800338745117,26.600000381469727,27.862001419067383,78.46800231933594,64.47400665283203,61.92000198364258,59.1140022277832,44.28200149536133,40.928001403808594,33.91200256347656,30.602001190185547,22.546001434326172,19.784000396728516,78.46800231933594,55.32200241088867,47.69600296020508,45.090003967285156,40.57400131225586,37.21000289916992,32.842002868652344,30.470001220703125,28.660001754760742,24.32200050354004,21.15999984741211,8.279999732971191,61.279998779296875,13.779999732971191,39.350001907348634,41.96040229797363,67.88760223388672,42.02560176849365,49.61640167236328,46.15520133972168,57.846002197265626,42.98040237426758,44.534803009033205,50.43600234985352,38.45240173339844,38.48280220031738,48.22560195922851,62.503203582763675,46.20200176239014,72.30600433349609,40.39960136413574,35.09160194396973,32.34680061340332,35.87640209197998,42.19480228424072,43.38440208435058,67.46880264282227,50.440402603149415,37.97600297927856,33.11680221557617,28.5480016708374,58.99240264892578,56.86880264282227,45.080802536010744,46.517602348327635,39.08360195159912,52.922802734375,38.64800186157227,40.07840194702148,45.648002243041994,52.574402236938475,46.234791953747084,49.07100221845839,43.62867591757523,26.124999523162842
se_resnet101,38.45198228367722,78.39600372314453,67.0999984741211,68.0260009765625,8.546667098999023,39.046669006347656,25.327674865722656,71.77637511271415,55.18485121731289,75.5999984741211,80.25,27.040000915527344,93.29000091552734,93.2699966430664,98.96527777777779,98.97835497835497,60.54187192118226,45.566502463054185,81.24800109863281,11.658000946044922,77.86200714111328,70.31400299072266,75.2540054321289,68.67400360107422,76.32600402832031,67.03800201416016,73.4320068359375,65.19000244140625,74.0260009765625,64.3080062866211,62.40400314331055,70.9520034790039,55.092002868652344,70.63800048828125,52.0880012512207,66.8759994506836,41.89800262451172,65.41400146484375,38.07600021362305,60.98800277709961,73.35600280761719,72.4800033569336,68.88800048828125,67.54400634765625,67.21600341796875,68.2540054321289,62.00200271606445,61.72200393676758,54.69400405883789,59.49200439453125,48.768001556396484,50.018001556396484,37.5,38.290000915527344,32.145999908447266,25.16200065612793,27.416000366210938,14.592000961303711,23.132001876831055,6.590000152587891,71.62200164794922,66.35000610351562,70.97600555419922,61.64200210571289,72.61000061035156,58.618003845214844,69.39200592041016,54.92000198364258,58.09800338745117,44.50800323486328,60.43000411987305,41.49400329589844,43.71800231933594,31.66600227355957,47.262001037597656,30.020002365112305,40.980003356933594,21.062000274658203,37.75,19.928001403808594,72.85400390625,74.98800659179688,69.40400695800781,72.0,68.91400146484375,58.5780029296875,66.37200164794922,55.474002838134766,75.72200012207031,65.99600219726562,73.45000457763672,63.60200119018555,66.8759994506836,54.41800308227539,63.868003845214844,53.060001373291016,55.59400177001953,27.518001556396484,52.66400146484375,69.53800201416016,64.31400299072266,65.48800659179688,59.08400344848633,59.49800109863281,51.130001068115234,54.68800354003906,45.0780029296875,40.04600143432617,29.014001846313477,64.93000030517578,63.79000473022461,47.30600357055664,48.064002990722656,34.444000244140625,36.336002349853516,31.996002197265625,34.242000579833984,24.856000900268555,27.224000930786133,75.74200439453125,70.28400421142578,64.62800598144531,27.918001174926758,58.432003021240234,50.87800216674805,45.862003326416016,38.182003021240234,34.60000228881836,19.418001174926758,17.850000381469727,71.50800323486328,68.30400085449219,63.724002838134766,59.85600280761719,51.12600326538086,45.04600143432617,32.880001068115234,27.724000930786133,12.766000747680664,10.680000305175781,61.19600296020508,48.384002685546875,22.928001403808594,16.29800033569336,10.4660005569458,64.0060043334961,60.88600158691406,56.94000244140625,52.20600128173828,49.54600143432617,43.932003021240234,31.020002365112305,26.634000778198242,14.262001037597656,70.38800048828125,67.0580062866211,62.28200149536133,57.720001220703125,50.220001220703125,44.14400100708008,27.602001190185547,23.038002014160156,14.392001152038574,12.288000106811523,58.368003845214844,59.724002838134766,45.12800216674805,38.86600112915039,46.152000427246094,43.09400177001953,34.05000305175781,30.970001220703125,28.514001846313477,24.448001861572266,76.052001953125,74.18600463867188,69.41000366210938,66.25200653076172,65.35200500488281,56.62200164794922,45.08000183105469,47.53600311279297,35.45600128173828,34.59000015258789,70.7280044555664,67.85600280761719,66.4260025024414,63.49800491333008,51.46200180053711,48.00600051879883,41.10600280761719,37.470001220703125,28.48000144958496,25.07000160217285,78.39600372314453,60.04000473022461,53.1660041809082,51.34400177001953,45.762001037597656,43.750003814697266,38.134002685546875,37.20000076293945,32.586002349853516,29.860000610351562,24.68000030517578,7.079999923706055,63.79999923706055,17.260000228881836,41.60080223083496,44.440803146362306,67.99200134277343,46.40080223083496,50.62160301208496,54.410801315307616,57.851602935791014,48.38000221252442,49.72400245666504,57.405602264404294,42.20720252990723,44.438802337646486,51.64040260314941,65.15160369873047,49.76960334777832,72.85320281982422,44.97680110931397,42.44240226745605,39.42040176391602,40.849602127075194,45.405602645874026,40.70640144348145,69.5004035949707,55.83720321655274,42.32200126647949,39.06320152282715,31.85440158843994,59.730003356933594,57.28640213012695,52.03640213012695,56.29960327148437,43.154802322387695,57.16200332641601,41.93120231628418,46.9872013092041,49.608802795410156,58.27000274658203,50.123068990462876,52.566713619232175,48.08067597840961,28.204999923706055
resnet152,40.066976342227505,78.31200408935547,66.83999633789062,69.46600341796875,6.053333282470703,41.336666107177734,28.53465461730957,72.76825969341749,56.9882777276826,75.04999542236328,80.0999984741211,25.860000610351562,93.30999755859375,93.22999572753906,98.93055555555556,98.96103896103897,60.78817733990147,46.502463054187196,81.60000610351562,10.556000709533691,77.656005859375,70.0260009765625,74.4320068359375,68.6300048828125,76.22200012207031,67.34200286865234,72.91600036621094,65.99800109863281,73.91000366210938,65.2820053100586,64.02400207519531,70.46600341796875,56.44200134277344,70.5580062866211,56.56200408935547,66.51800537109375,42.28600311279297,65.5580062866211,44.51000213623047,60.41400146484375,72.65400695800781,72.6780014038086,68.14600372314453,66.5260009765625,65.95800018310547,68.7020034790039,60.17000198364258,60.202003479003906,53.11600112915039,60.548004150390625,46.262001037597656,47.62200164794922,36.94000244140625,37.518001556396484,30.330001831054688,19.600000381469727,27.290000915527344,11.10200023651123,21.376001358032227,3.932000160217285,65.59200286865234,67.27799987792969,69.00200653076172,62.86600112915039,68.36000061035156,60.12800216674805,66.93800354003906,56.12200164794922,44.42400360107422,45.62000274658203,57.59800338745117,41.55000305175781,28.864002227783203,32.7140007019043,41.79600143432617,28.68800163269043,26.450000762939453,20.996000289916992,32.522003173828125,18.266000747680664,72.62200164794922,72.20600128173828,68.17000579833984,69.8280029296875,69.0979995727539,50.406002044677734,64.51800537109375,48.198001861572266,75.91800689697266,60.8380012512207,72.56800079345703,59.5880012512207,67.84400177001953,45.87000274658203,63.40400314331055,47.14800262451172,56.160003662109375,18.200000762939453,51.682003021240234,69.50200653076172,62.548004150390625,65.34400177001953,56.60400390625,58.52800369262695,47.672000885009766,53.230003356933594,41.44000244140625,38.36000061035156,25.494001388549805,65.70000457763672,63.0420036315918,49.14800262451172,47.302001953125,36.534000396728516,35.518001556396484,34.12600326538086,33.42000198364258,26.694002151489258,26.38800048828125,75.20600128173828,70.24800109863281,65.35800170898438,21.850000381469727,59.220001220703125,50.71800231933594,45.28000259399414,35.57400131225586,32.4900016784668,15.40000057220459,15.328001022338867,67.86800384521484,65.59600067138672,58.80800247192383,57.070003509521484,41.83000183105469,42.5260009765625,20.142000198364258,25.332000732421875,4.588000297546387,9.882000923156738,59.60200119018555,46.314002990722656,20.910001754760742,14.730000495910645,9.484000205993652,57.160003662109375,56.176002502441406,48.544002532958984,47.178001403808594,38.496002197265625,39.96600341796875,16.700000762939453,23.470001220703125,4.174000263214111,67.3800048828125,65.06400299072266,56.81200408935547,55.156002044677734,40.40400314331055,41.082000732421875,14.792000770568848,21.27800178527832,5.0920000076293945,11.32800006866455,57.7760009765625,58.39800262451172,43.9640007019043,36.454002380371094,44.79600143432617,39.59800338745117,31.84600067138672,27.606000900268555,24.584001541137695,20.880001068115234,75.23200225830078,73.38600158691406,67.66000366210938,64.97000122070312,63.868003845214844,55.69000244140625,43.380001068115234,45.768001556396484,34.68000030517578,33.0780029296875,68.49200439453125,66.4520034790039,63.816001892089844,61.762001037597656,46.72600173950195,45.30800247192383,34.61000061035156,35.012001037597656,21.032001495361328,23.9580020904541,78.31200408935547,56.454002380371094,50.0260009765625,46.32400131225586,43.51000213623047,38.36000061035156,35.64200210571289,31.420001983642578,30.660001754760742,25.038002014160156,13.039999961853027,7.319999694824219,58.79999923706055,10.760000228881836,41.4984016418457,45.34720115661621,68.32840270996094,38.647201728820804,50.10960216522217,49.32240180969238,56.99280319213867,46.49840202331543,46.75160255432129,46.73800201416016,39.57640132904053,39.51920166015625,46.935202026367186,64.06840362548829,48.45120143890381,72.78080444335937,36.89600257873535,40.593201065063475,36.587202072143555,38.78160152435303,44.513201522827146,42.440402603149415,68.94920349121094,54.57840194702148,40.08120136260986,35.46920185089111,30.208001327514648,60.27560272216797,59.944802856445314,51.191602325439455,49.50400161743164,33.01480188369751,53.57120361328125,41.134001922607425,45.256801986694335,47.63000221252442,56.964002227783205,47.807068827213385,49.602224450641216,46.121560006392635,22.479999780654907
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resnet101_lpf3,39.31619315112888,78.11600494384766,66.05999755859375,68.5979995727539,6.039999961853027,40.45333480834961,27.833127975463867,70.69431920649234,54.82416591523895,75.0999984741211,79.72000122070312,24.00800132751465,93.25,93.32999420166016,98.92361111111111,98.84848484848486,59.11330049261084,45.4679802955665,80.96000671386719,7.404000282287598,77.33800506591797,69.1300048828125,73.97400665283203,67.0979995727539,76.04400634765625,66.35800170898438,72.3740005493164,64.22200012207031,73.79400634765625,64.0060043334961,61.68400192260742,69.87000274658203,56.24200439453125,70.17000579833984,53.954002380371094,65.70600128173828,45.19000244140625,64.76800537109375,42.80400085449219,59.80600357055664,71.87000274658203,72.60400390625,67.34400177001953,66.47200012207031,63.2660026550293,68.93400573730469,58.000003814697266,60.96200180053711,48.092002868652344,61.3640022277832,42.160003662109375,49.77800369262695,30.828001022338867,40.89200210571289,25.580001831054688,23.9580020904541,21.790000915527344,16.61400032043457,17.18800163269043,6.190000057220459,65.81400299072266,65.31800079345703,68.59200286865234,62.0780029296875,65.5580062866211,58.298004150390625,66.49400329589844,55.37400436401367,48.42000198364258,43.45800018310547,57.660003662109375,42.204002380371094,34.68600082397461,31.270002365112305,45.18400192260742,30.020002365112305,33.95800018310547,19.262001037597656,36.62000274658203,20.282001495361328,72.73400115966797,72.34600067138672,67.80400085449219,68.93800354003906,69.24600219726562,51.26000213623047,64.57600402832031,48.298004150390625,75.2760009765625,55.55000305175781,71.99800109863281,55.87800216674805,65.63600158691406,38.178001403808594,62.052001953125,42.93600082397461,52.970001220703125,12.794000625610352,50.086002349853516,69.73800659179688,62.974002838134766,65.89600372314453,57.40400314331055,59.518001556396484,49.03200149536133,53.634002685546875,42.288002014160156,37.80000305175781,26.32400131225586,64.13999938964844,61.4160041809082,46.518001556396484,45.368003845214844,34.14800262451172,33.89400100708008,32.05800247192383,31.910001754760742,25.450000762939453,25.13800048828125,74.51000213623047,69.05400085449219,62.400001525878906,18.48200035095215,58.3900032043457,45.272003173828125,45.336002349853516,30.06800079345703,33.7400016784668,13.3100004196167,17.112001419067383,66.55400085449219,64.92200469970703,56.480003356933594,55.09800338745117,39.86800003051758,38.44200134277344,21.058000564575195,19.86400032043457,6.334000110626221,6.160000324249268,58.006004333496094,44.61000061035156,19.968000411987305,14.180000305175781,9.508000373840332,54.78600311279297,54.358001708984375,46.5160026550293,43.36600112915039,37.874000549316406,35.3280029296875,19.3960018157959,19.18400001525879,6.5460004806518555,64.61000061035156,63.14800262451172,52.38200378417969,50.564002990722656,36.358001708984375,34.422000885009766,14.842000961303711,14.270000457763672,6.004000186920166,6.674000263214111,54.928001403808594,56.638004302978516,39.82600021362305,34.27400207519531,41.02400207519531,36.70800018310547,28.420001983642578,25.16200065612793,21.246000289916992,18.36600112915039,74.85200500488281,72.66200256347656,66.24400329589844,63.03200149536133,61.92000198364258,53.85000228881836,44.46000289916992,46.87600326538086,35.8380012512207,34.93800354003906,66.17200469970703,64.27000427246094,59.7920036315918,58.24400329589844,40.19600296020508,37.82400131225586,29.47800064086914,27.302001953125,18.214000701904297,16.66400146484375,78.11600494384766,56.660003662109375,49.9160041809082,46.82200241088867,43.39400100708008,39.178001403808594,35.86000061035156,32.37800216674805,31.4320011138916,25.976001739501953,13.59999942779541,7.659999847412109,57.87999725341797,10.779999732971191,41.99160270690918,43.52120170593262,67.17240142822266,38.05880098342895,52.08160285949707,46.9064022064209,57.317203521728516,40.860802459716794,47.60440216064453,49.68720245361328,41.47200155258179,40.20280227661133,42.77040252685547,63.303202056884764,45.11200160980225,72.42280578613281,34.8392014503479,37.0888011932373,34.22960166931152,33.815601444244386,44.72640190124512,40.46280136108398,68.34600296020508,54.271602630615234,36.897202014923096,31.92800121307373,29.254401206970215,60.185203552246094,57.95240097045898,47.16920204162598,46.02560157775879,33.02360172271729,54.910002899169925,39.54520225524902,42.05440254211426,47.74360237121582,56.66280288696289,46.51852515538534,48.40802450180055,44.75115995407105,22.47999906539917
efficientnet-b1,38.00907421410824,77.90800476074219,65.83999633789062,67.85400390625,7.2266669273376465,37.14666748046875,23.910865783691406,70.51397655545536,56.9882777276826,74.55999755859375,79.25999450683594,26.6200008392334,92.65999603271484,92.66999816894531,98.74305555555556,98.82251082251082,58.27586206896552,46.354679802955665,80.35200500488281,6.590000152587891,77.42000579833984,70.43600463867188,73.1520004272461,67.18000030517578,75.9000015258789,68.0300064086914,71.65400695800781,64.46400451660156,73.5840072631836,66.15399932861328,62.25800323486328,69.14200592041016,60.294002532958984,70.24800109863281,54.802001953125,64.91600036621094,51.730003356933594,65.08200073242188,44.118003845214844,58.69000244140625,71.66200256347656,71.0979995727539,66.39400482177734,63.928001403808594,65.10600280761719,65.9020004272461,58.41200256347656,56.64800262451172,52.18600082397461,54.81800079345703,43.80800247192383,41.816001892089844,34.79800033569336,23.45400047302246,27.136001586914062,12.914000511169434,24.4580020904541,2.8420002460479736,18.466001510620117,1.7760001420974731,69.59000396728516,63.26000213623047,68.2040023803711,59.426002502441406,70.64400482177734,53.8900032043457,66.73200225830078,51.80800247192383,63.454002380371094,38.74400329589844,60.98200225830078,37.21600341796875,53.98600387573242,26.964000701904297,51.96600341796875,25.602001190185547,51.48600387573242,18.13800048828125,46.6140022277832,16.628000259399414,72.16000366210938,72.39800262451172,66.0300064086914,68.3479995727539,68.1240005493164,54.56200408935547,62.19400405883789,47.70600128173828,75.63800048828125,61.406002044677734,71.47600555419922,57.022003173828125,67.5,46.09600067138672,62.48600387573242,42.82400131225586,56.58400344848633,20.350000381469727,51.458003997802734,67.60000610351562,60.2660026550293,62.55600357055664,53.62800216674805,54.772003173828125,43.98200225830078,49.06800079345703,36.95800018310547,32.15400314331055,20.11600112915039,64.02799987792969,59.14800262451172,46.96600341796875,41.72800064086914,35.40999984741211,29.970001220703125,32.75200271606445,27.82600212097168,26.398000717163086,21.440000534057617,73.19600677490234,67.71400451660156,58.74800109863281,18.464000701904297,54.01400375366211,43.52800369262695,40.03000259399414,31.442001342773438,28.8960018157959,16.928001403808594,13.958001136779785,69.0780029296875,64.10400390625,61.85400390625,54.57600402832031,48.46200180053711,39.358001708984375,29.84800148010254,21.338001251220703,8.784000396728516,5.618000030517578,56.92000198364258,42.124000549316406,15.50200080871582,9.91200065612793,6.242000102996826,64.82200622558594,59.74800109863281,56.9900016784668,49.27000045776367,49.470001220703125,40.320003509521484,30.740001678466797,21.45400047302246,11.404000282287598,67.5260009765625,62.336002349853516,58.55400466918945,51.09600067138672,45.8280029296875,36.42000198364258,23.382001876831055,15.492000579833984,10.68600082397461,6.12600040435791,58.73800277709961,56.772003173828125,45.61600112915039,33.5620002746582,46.70600128173828,37.26000213623047,34.7140007019043,26.00200080871582,25.634000778198242,17.84400177001953,75.64200592041016,71.92000579833984,69.4280014038086,63.47200393676758,65.87800598144531,54.80600357055664,55.23800277709961,48.80400085449219,46.862003326416016,37.06800079345703,67.63600158691406,62.85400390625,62.788002014160156,57.512001037597656,45.80000305175781,39.09400177001953,35.32600021362305,28.088001251220703,23.356000900268555,16.70800018310547,57.68400192260742,54.53000259399414,46.88200378417969,44.660003662109375,40.3280029296875,36.604000091552734,32.91200256347656,29.750001907348633,26.024002075195312,23.18000030517578,30.779998779296875,6.239999771118164,70.04000091552734,18.260000228881836,38.13600196838379,40.19920196533203,68.00120162963867,43.60520210266113,43.622800302505496,46.87280120849609,53.230003356933594,40.85120162963867,42.9900016784668,61.83200378417969,35.41640131473541,37.744801712036136,46.981201553344725,62.72880477905274,44.768402862548825,72.44680328369141,41.19520225524902,42.28160133361816,34.28800163269043,34.29400119781494,40.9224027633667,41.11080131530762,67.51080322265625,55.214002990722655,36.998802185058594,35.47640113830566,26.140000820159912,63.32880325317383,58.5644027709961,49.642001724243165,50.962401962280275,42.68520221710205,58.89960250854492,36.02240142822266,42.84320259094238,40.7660026550293,62.60960388183594,47.06811501857561,50.51491341325973,43.784949449489,31.329999923706055
resnet101_lpf5,37.71200172842173,77.90800476074219,66.18000030517578,67.99000549316406,5.3466668128967285,39.03666687011719,26.94688606262207,71.95671776375113,54.01262398557258,74.79999542236328,79.56999969482422,24.09600067138672,92.88999938964844,92.90999603271484,98.875,98.9004329004329,58.47290640394088,44.97536945812808,80.75200653076172,9.256000518798828,77.25200653076172,68.47200012207031,73.39400482177734,66.74200439453125,75.74800109863281,65.69600677490234,71.76399993896484,63.89600372314453,73.09400177001953,63.178001403808594,61.612003326416016,69.08399963378906,55.3900032043457,69.41400146484375,54.500003814697266,64.99600219726562,43.95600128173828,64.22200012207031,44.150001525878906,58.958003997802734,71.30000305175781,71.94800567626953,66.71600341796875,65.33399963378906,62.38600158691406,67.93400573730469,57.37800216674805,59.230003356933594,46.152000427246094,59.814002990722656,40.93800354003906,47.20600128173828,28.52800178527832,38.45800018310547,24.546001434326172,21.292001724243164,19.668001174926758,14.528000831604004,16.34000015258789,4.898000240325928,64.95600128173828,65.35400390625,67.9260025024414,61.49200439453125,66.28600311279297,58.820003509521484,65.72200012207031,54.93400192260742,51.34400177001953,43.37200164794922,56.74200439453125,39.90400314331055,39.95800018310547,30.136001586914062,44.612003326416016,27.216001510620117,35.290000915527344,18.6200008392334,36.518001556396484,17.70400047302246,72.11600494384766,71.48600006103516,67.16600036621094,68.5320053100586,68.23200225830078,50.22600173950195,63.67400360107422,46.730003356933594,75.1500015258789,56.560001373291016,71.2540054321289,55.32600402832031,65.5580062866211,40.33000183105469,61.58400344848633,42.25200271606445,53.2400016784668,14.250000953674316,49.52800369262695,68.70800018310547,61.428001403808594,64.58600616455078,55.342002868652344,57.71200180053711,46.68600082397461,52.78000259399414,40.82400131225586,37.944000244140625,25.624000549316406,64.44600677490234,61.35600280761719,47.58000183105469,45.790000915527344,35.64400100708008,34.65800094604492,33.28200149536133,32.5780029296875,26.3960018157959,25.916000366210938,74.24800109863281,68.64600372314453,63.368003845214844,17.70600128173828,58.048004150390625,47.682003021240234,43.55600357055664,30.75200080871582,29.774002075195312,12.4660005569458,13.842000961303711,66.63800048828125,64.61800384521484,57.40400314331055,55.76000213623047,40.426002502441406,41.22800064086914,19.742000579833984,24.416000366210938,5.270000457763672,8.636000633239746,57.15400314331055,44.064002990722656,20.312000274658203,14.640000343322754,9.660000801086426,54.794002532958984,53.62400436401367,46.810001373291016,45.11000061035156,37.58400344848633,38.05400085449219,17.404001235961914,22.290000915527344,5.230000019073486,65.37000274658203,63.552001953125,54.474002838134766,53.19600296020508,38.44200134277344,39.03200149536133,14.858000755310059,19.106000900268555,5.7260003089904785,9.664000511169434,55.41200256347656,56.496002197265625,42.71600341796875,36.570003509521484,42.970001220703125,37.93000030517578,30.894001007080078,26.702001571655273,24.552001953125,20.4060001373291,74.69000244140625,72.16200256347656,65.7280044555664,62.36600112915039,60.932003021240234,52.14400100708008,42.84600067138672,43.768001556396484,34.810001373291016,32.89800262451172,67.26399993896484,65.58000183105469,61.80000305175781,60.48200225830078,43.75400161743164,42.944000244140625,32.04199981689453,32.50800323486328,19.34600067138672,21.308000564575195,77.90800476074219,55.768001556396484,50.46200180053711,46.340003967285156,43.4640007019043,38.538002014160156,36.07400131225586,32.09600067138672,30.78400230407715,25.774002075195312,13.9399995803833,7.679999828338623,60.0,10.899999618530273,40.25000228881836,43.260402297973634,66.85920333862305,37.89600143432617,50.53640308380127,46.10920333862305,56.346002197265626,44.564401626586914,45.98080139160156,51.56680145263672,39.592001247406,39.70320205688476,44.84120101928711,62.64120330810547,45.703201866149904,71.94600219726563,35.774001598358154,39.3088020324707,35.620801544189455,36.910001564025876,42.773202896118164,41.46960258483887,67.63920211791992,52.66760177612305,38.93160152435303,33.66680145263672,29.166001510620116,59.338402557373044,58.1800033569336,45.60680160522461,46.570401191711426,32.364401721954344,54.304002380371095,40.059601593017575,41.18360214233398,47.73840217590332,55.801202392578126,46.53734569305028,48.495957597096755,44.73385469035099,23.12999975681305
vit_small_patch16_224,32.9426380036729,77.85600280761719,65.3699951171875,67.06000518798828,12.173333168029785,40.11000061035156,27.088369369506836,70.96483318304779,54.91433724075744,73.29999542236328,78.88999938964844,30.924001693725586,92.75999450683594,92.5999984741211,98.73611111111111,98.8051948051948,58.128078817733986,45.27093596059114,79.39200592041016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet101_lpf2,38.72744949767743,77.80000305175781,66.25,68.88600158691406,5.480000019073486,39.586666107177734,25.36501121520996,70.8746618575293,54.73399458972047,74.76000213623047,79.7699966430664,24.090002059936523,92.82999420166016,92.97000122070312,98.77083333333333,98.7965367965368,60.39408866995074,44.532019704433495,80.9280014038086,6.954000473022461,76.9780044555664,68.32400512695312,73.4520034790039,66.96600341796875,75.47600555419922,65.21800231933594,71.7820053100586,63.78200149536133,73.00200653076172,62.8640022277832,61.428001403808594,69.25,53.73600387573242,69.66200256347656,52.39200210571289,65.41200256347656,39.89400100708008,64.45600128173828,38.90800094604492,59.342002868652344,70.8740005493164,72.51000213623047,66.52400207519531,66.2280044555664,60.518001556396484,68.83000183105469,56.06800079345703,60.820003509521484,42.794002532958984,61.94200134277344,39.130001068115234,50.68600082397461,24.942001342773438,43.34600067138672,22.898000717163086,26.20400047302246,16.578001022338867,19.470001220703125,15.158000946044922,7.188000202178955,65.6780014038086,65.10800170898438,67.7760009765625,61.68000411987305,67.92000579833984,58.096004486083984,66.31999969482422,54.858001708984375,50.788002014160156,43.45000076293945,57.5260009765625,41.20800018310547,34.18600082397461,30.802001953125,42.32200241088867,29.158000946044922,29.180002212524414,19.6560001373291,30.830001831054688,19.812000274658203,72.37600708007812,71.51800537109375,67.24000549316406,68.56999969482422,68.84400177001953,50.39400100708008,63.724002838134766,47.30800247192383,74.76000213623047,55.2400016784668,71.28800201416016,55.070003509521484,64.88800048828125,38.49800109863281,61.064002990722656,41.68600082397461,51.98200225830078,14.094000816345215,48.33400344848633,69.81000518798828,63.18000411987305,66.07600402832031,57.90800094604492,59.96200180053711,49.40800094604492,54.118003845214844,42.25600051879883,38.5880012512207,26.14000129699707,62.83400344848633,60.522003173828125,45.88600158691406,44.66600036621094,34.272003173828125,33.46600341796875,31.924001693725586,31.514001846313477,25.584001541137695,25.078001022338867,74.22600555419922,68.89800262451172,62.090003967285156,18.394001007080078,58.08000183105469,44.314002990722656,44.814002990722656,29.488000869750977,33.37800216674805,13.99000072479248,16.93600082397461,66.37000274658203,64.52200317382812,57.46000289916992,55.89200210571289,40.85600280761719,39.986000061035156,18.25200080871582,21.750001907348633,2.492000102996826,6.744000434875488,57.09800338745117,43.19200134277344,18.748001098632812,12.986001014709473,8.657999992370605,56.71400451660156,56.57400131225586,48.18400192260742,46.35000228881836,38.45600128173828,37.612003326416016,15.122000694274902,19.672000885009766,2.3500001430511475,64.97200012207031,63.410003662109375,54.19200134277344,52.340003967285156,38.46800231933594,37.236000061035156,12.562000274658203,16.946001052856445,3.4900002479553223,7.910000324249268,55.788002014160156,56.49400329589844,41.0420036315918,34.03600311279297,41.39400100708008,36.59800338745117,28.78400230407715,25.398000717163086,21.282001495361328,17.808000564575195,74.79400634765625,72.34600067138672,66.68600463867188,62.936004638671875,62.60600280761719,52.93600082397461,43.10600280761719,44.63600158691406,33.95000076293945,32.52400207519531,66.08800506591797,64.22200012207031,60.44000244140625,58.78400421142578,41.98200225830078,40.39200210571289,29.93800163269043,29.652002334594727,15.756000518798828,18.610000610351562,77.80000305175781,54.84800338745117,46.4900016784668,44.30000305175781,40.1400032043457,36.702003479003906,32.19600296020508,30.238000869750977,28.514001846313477,24.04400062561035,12.9399995803833,6.839999675750732,58.099998474121094,10.139999389648438,41.3432014465332,43.42240180969238,66.57000274658203,37.08600187301636,53.219601440429685,46.20560150146484,57.71080322265625,42.33200187683106,47.77840156555176,49.55040245056152,42.22520189285278,38.02640228271484,42.840802383422854,62.330003356933595,44.8216028213501,71.91480407714843,34.736800861358645,37.658002090454104,34.066802215576175,35.56840181350708,44.42120208740234,40.10000228881836,67.84760284423828,53.075601959228514,37.77880153656006,33.43240165710449,28.1364013671875,58.00720291137695,56.6952018737793,43.141201400756835,45.94880199432373,32.16520171165466,52.95480117797852,39.04920196533203,39.955601119995116,45.02800254821777,56.22840347290039,46.0602277254447,47.78611345026226,44.380149238987975,22.00499927997589
se_resnet50,35.88635627093011,77.63600158691406,65.83999633789062,66.77200317382812,6.173333644866943,36.866668701171875,23.643617630004883,69.88277727682598,54.283137962128045,74.16999816894531,79.13999938964844,24.514001846313477,92.97000122070312,92.66999816894531,98.79861111111111,98.89177489177489,58.81773399014778,44.08866995073892,80.28800201416016,9.700000762939453,77.63600158691406,77.63600158691406,73.87200164794922,67.00200653076172,75.32000732421875,65.83200073242188,72.10400390625,63.85400390625,72.5780029296875,63.23600387573242,61.21600341796875,69.3479995727539,54.90200424194336,68.41800689697266,52.61600112915039,64.49400329589844,43.290000915527344,61.936004638671875,40.73800277709961,57.58200454711914,71.59600067138672,77.63600158691406,66.74000549316406,65.02000427246094,65.17000579833984,65.33800506591797,59.6400032043457,57.90400314331055,52.42400360107422,54.91800308227539,46.522003173828125,43.820003509521484,35.788002014160156,30.59800148010254,30.310001373291016,17.490001678466797,26.006000518798828,8.973999977111816,21.6460018157959,3.9760000705718994,77.63600158691406,63.958003997802734,68.87000274658203,58.80600357055664,71.302001953125,55.6400032043457,67.87800598144531,51.89600372314453,54.55000305175781,40.86600112915039,58.730003356933594,38.284000396728516,39.608001708984375,28.73400115966797,45.772003173828125,26.86600112915039,37.98800277709961,19.046001434326172,36.22600173950195,17.91200065612793,77.63600158691406,73.99800109863281,67.92000579833984,70.44400024414062,68.10800170898438,56.94600296020508,64.55000305175781,53.00200271606445,74.54199981689453,62.75800323486328,71.49000549316406,59.6400032043457,64.83399963378906,49.018001556396484,62.022003173828125,48.000003814697266,53.21000289916992,22.384000778198242,50.374000549316406,77.63600158691406,61.20000457763672,63.10000228881836,54.832000732421875,56.20600128173828,46.038002014160156,51.092002868652344,40.202003479003906,36.23400115966797,24.68600082397461,77.63600158691406,61.53000259399414,43.28000259399414,44.72200393676758,30.402002334594727,32.61000061035156,27.858001708984375,30.566001892089844,21.36800193786621,23.650001525878906,77.63600158691406,68.1780014038086,62.092002868652344,22.73200035095215,55.746002197265625,47.3380012512207,42.656002044677734,34.59600067138672,31.398000717163086,17.586000442504883,14.600000381469727,77.63600158691406,67.18000030517578,62.26200485229492,58.868003845214844,49.548004150390625,44.01000213623047,32.02400207519531,26.79400062561035,12.00200080871582,9.906000137329102,58.810001373291016,45.724002838134766,21.634000778198242,15.080000877380371,9.51200008392334,77.63600158691406,58.586002349853516,54.62200164794922,49.94200134277344,46.922000885009766,41.8900032043457,28.714000701904297,24.108001708984375,11.9660005569458,77.63600158691406,65.7800064086914,59.70000457763672,56.134002685546875,47.410003662109375,42.55800247192383,25.23600196838379,20.86400032043457,11.87600040435791,10.034000396728516,54.862003326416016,56.30600357055664,41.2660026550293,34.61000061035156,42.582000732421875,38.730003356933594,29.590002059936523,26.534000396728516,23.760000228881836,20.128000259399414,77.63600158691406,72.9540023803711,66.0580062866211,63.16400146484375,61.1660041809082,52.34600067138672,41.79800033569336,44.3380012512207,32.28200149536133,32.24400329589844,77.63600158691406,66.68000030517578,64.68600463867188,62.1140022277832,48.13800048828125,46.090003967285156,37.784000396728516,35.182003021240234,25.648000717163086,22.6460018157959,77.63600158691406,56.68400192260742,49.2760009765625,47.68800354003906,41.8280029296875,40.00200271606445,34.454002380371094,33.56800079345703,29.222002029418945,27.058000564575195,23.059999465942383,6.239999771118164,64.65999603271484,16.23400115966797,38.7528018951416,41.64880218505859,67.66600112915039,46.69440269470215,47.49280223846436,50.763602066040036,56.8536018371582,46.542402267456055,45.39160232543945,56.21680221557617,37.642002534866336,41.00000190734863,50.77840156555176,63.27120361328125,47.849601364135744,71.17760467529297,44.37160243988037,38.41200180053711,35.26160163879395,39.07400245666504,42.515601348876956,40.108802032470706,67.48000259399414,53.00920181274414,41.35160140991211,36.845201873779295,30.152001190185548,60.97920227050781,57.08520355224609,50.19680252075195,53.02080192565918,43.97200107574463,55.4952033996582,38.61560211181641,44.97160301208496,46.48320198059082,55.78800277709961,48.10812530150781,51.09502437379625,45.53791805317527,27.54849910736084
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resnet50_augmix,36.36707356595009,77.53800201416016,65.11000061035156,66.59600067138672,3.7733333110809326,41.040000915527344,28.479633331298828,70.8746618575293,57.61947700631199,74.56999969482422,79.70999908447266,26.47800064086914,92.57999420166016,92.86000061035156,98.86805555555556,98.9004329004329,58.22660098522168,46.354679802955665,80.04800415039062,10.682000160217285,77.052001953125,68.0580062866211,73.59600067138672,66.1760025024414,75.49400329589844,65.16400146484375,71.94000244140625,63.30800247192383,73.06400299072266,63.044002532958984,61.086002349853516,69.12600708007812,56.64600372314453,69.35600280761719,55.066001892089844,64.69800567626953,48.040000915527344,63.21600341796875,46.7760009765625,57.596004486083984,75.60400390625,74.99000549316406,69.66800689697266,68.74800109863281,73.07200622558594,73.40800476074219,64.88800048828125,65.16200256347656,66.08200073242188,70.21800231933594,53.78200149536133,58.096004486083984,51.340003967285156,61.198001861572266,36.1400032043457,38.20600128173828,38.704002380371094,43.59800338745117,24.48400115966797,12.996000289916992,68.32400512695312,72.10400390625,68.84600067138672,63.12000274658203,68.6820068359375,67.34000396728516,66.94400024414062,58.49200439453125,54.2920036315918,58.05400085449219,59.74800109863281,46.540000915527344,41.0880012512207,46.35600280761719,49.03200149536133,33.22200012207031,33.07400131225586,33.35200119018555,41.73800277709961,21.34200096130371,70.92000579833984,72.64000701904297,66.85600280761719,69.28600311279297,66.63999938964844,51.21600341796875,61.676002502441406,47.402000427246094,74.42400360107422,62.204002380371094,71.03600311279297,60.23200225830078,65.01800537109375,48.46000289916992,59.93800354003906,49.05000305175781,55.64200210571289,21.464000701904297,47.89200210571289,69.45000457763672,61.84400177001953,65.66000366210938,55.900001525878906,59.53200149536133,46.750003814697266,54.48600387573242,40.0620002746582,39.43800354003906,22.89000129699707,65.53800201416016,62.47600173950195,50.018001556396484,47.16200256347656,38.21200180053711,35.922000885009766,36.19000244140625,34.104000091552734,29.330001831054688,27.248001098632812,75.74800109863281,69.6300048828125,69.21400451660156,25.488000869750977,60.75200271606445,60.810001373291016,50.1660041809082,50.50800323486328,38.07400131225586,29.50400161743164,17.522001266479492,68.79400634765625,66.35000610351562,61.336002349853516,58.63200378417969,46.68000411987305,45.53000259399414,24.498001098632812,28.772001266479492,5.464000225067139,10.200000762939453,59.698001861572266,47.7660026550293,24.84600067138672,19.536001205444336,13.556000709533691,65.37000274658203,60.05600357055664,55.33000183105469,51.63600158691406,46.204002380371094,44.45600128173828,22.862001419067383,27.024002075195312,6.01800012588501,68.10000610351562,65.5780029296875,59.448001861572266,56.82400131225586,46.50200271606445,45.176002502441406,23.554000854492188,26.224000930786133,11.930000305175781,15.062000274658203,58.75800323486328,59.03200149536133,45.64800262451172,39.54600143432617,45.7920036315918,41.00800323486328,32.17399978637695,28.23600196838379,24.59200096130371,21.66400146484375,74.94800567626953,72.81999969482422,66.94400024414062,62.73800277709961,63.276004791259766,52.87000274658203,47.268001556396484,45.13200378417969,37.61000061035156,32.836002349853516,70.14400482177734,67.51600646972656,66.25,63.660003662109375,52.10000228881836,49.7760009765625,42.65800094604492,41.34600067138672,30.840002059936523,30.798002243041992,63.73400115966797,60.936004638671875,56.2760009765625,53.77400207519531,55.41400146484375,48.97800064086914,47.284000396728516,41.49400329589844,45.05000305175781,33.41600036621094,18.639999389648438,7.0,64.33999633789062,14.059999465942383,44.54320182800293,55.441202545166014,66.52880325317383,41.35440282821655,64.68240356445312,50.291601943969724,57.71320343017578,50.61920280456543,45.4892017364502,53.092003631591794,48.641601943969725,47.71960220336914,52.39840202331543,61.4796028137207,57.156802368164065,71.6364028930664,41.906802368164065,41.39280204772949,37.89720191955566,41.77280158996582,47.228802871704104,43.857601928710935,67.39120407104492,53.27920227050781,41.89680290222168,38.77080173492432,33.08040142059326,60.19040298461914,58.48240203857422,60.96040344238281,51.19680328369141,39.15680170059204,57.261601257324216,41.38240127563476,49.79240264892578,53.55160140991211,58.009202575683595,50.77743822733562,53.90144712660048,48.26421269868549,26.00999879837036
resnet50_mixup,37.134060710813436,77.47200012207031,65.0199966430664,67.60600280761719,6.546666622161865,39.55666732788086,26.909549713134766,70.96483318304779,52.750225428313804,74.36000061035156,79.52999877929688,25.202001571655273,92.8499984741211,92.87999725341797,98.79166666666667,98.7878787878788,59.26108374384237,45.320197044334975,80.22400665283203,9.62600040435791,76.91400146484375,68.25,73.16800689697266,66.0780029296875,75.97200012207031,64.86800384521484,72.20600128173828,63.23800277709961,74.11000061035156,62.480003356933594,60.346004486083984,70.24800109863281,54.20600128173828,71.18600463867188,51.84400177001953,67.13600158691406,42.810001373291016,66.41600036621094,40.44000244140625,62.186004638671875,70.91400146484375,75.99800109863281,65.89200592041016,69.16400146484375,62.54000473022461,74.46000671386719,56.650001525878906,65.98200225830078,48.25200271606445,70.69400024414062,40.91800308227539,58.35200119018555,31.46200180053711,57.78600311279297,25.37200164794922,34.7400016784668,22.326000213623047,36.9900016784668,17.306001663208008,11.826000213623047,65.97000122070312,65.98600006103516,65.86600494384766,59.99400329589844,64.50200653076172,58.64800262451172,62.970001220703125,52.820003509521484,52.18400192260742,43.71600341796875,56.900001525878906,37.5420036315918,36.6140022277832,30.4580020904541,45.36600112915039,25.2760009765625,28.468000411987305,19.744001388549805,33.89200210571289,16.154001235961914,75.55000305175781,71.76800537109375,70.56000518798828,68.07200622558594,70.36600494384766,50.35000228881836,65.17000579833984,46.70000076293945,76.0060043334961,54.570003509521484,72.41000366210938,53.682003021240234,69.66000366210938,38.71000289916992,65.65399932861328,40.25600051879883,58.42400360107422,14.284000396728516,54.95000076293945,73.94000244140625,67.0,71.92400360107422,63.54000473022461,68.12800598144531,57.23600387573242,63.75800323486328,51.81200408935547,50.96600341796875,35.794002532958984,66.60200500488281,62.69200134277344,51.05000305175781,47.87800216674805,39.64400100708008,37.16400146484375,37.07200241088867,35.18600082397461,30.476001739501953,28.676000595092773,73.94200134277344,67.8479995727539,63.51400375366211,16.534000396728516,55.922000885009766,50.178001403808594,41.41800308227539,36.84400177001953,28.420001983642578,16.716001510620117,12.958000183105469,68.17400360107422,64.36400604248047,60.80400466918945,56.17400360107422,46.8900032043457,41.71800231933594,28.1200008392334,25.50200080871582,8.832000732421875,9.82800006866455,54.92000198364258,40.6400032043457,17.408000946044922,12.79800033569336,9.266000747680664,57.30400085449219,53.37200164794922,51.53000259399414,45.124000549316406,43.80800247192383,38.45600128173828,24.98600196838379,22.75200080871582,8.15000057220459,66.2280044555664,62.178001403808594,56.48400115966797,51.422000885009766,42.676002502441406,37.58400344848633,20.702001571655273,18.668001174926758,9.062000274658203,9.788000106811523,59.69000244140625,58.60000228881836,47.87800216674805,40.246002197265625,48.80600357055664,41.7400016784668,36.652000427246094,30.1460018157959,31.798002243041992,24.992000579833984,74.87600708007812,72.28600311279297,67.68600463867188,63.224002838134766,63.470001220703125,53.342002868652344,43.750003814697266,43.90400314331055,33.395999908447266,30.66400146484375,66.45600128173828,62.698001861572266,60.43400192260742,56.9160041809082,42.592002868652344,38.46600341796875,31.518001556396484,28.36800193786621,19.654001235961914,18.338001251220703,77.47200012207031,55.87200164794922,49.69200134277344,47.00400161743164,43.37000274658203,39.91400146484375,35.92400360107422,33.57600021362305,31.022001266479492,26.910001754760742,17.268001556396484,7.758000373840332,49.32400131225586,13.4399995803833,38.35720252990723,43.710401916503905,70.00120391845704,42.56400260925293,63.18560256958008,45.04880218505859,65.74320373535156,40.95720252990723,55.076403045654295,49.54760246276855,48.01280136108399,40.65520133972168,44.13080177307129,65.74880294799804,48.23880195617676,72.91960144042969,39.03040199279785,44.9648021697998,39.144801712036134,35.928001403808594,41.313201141357425,44.96880264282227,68.98880310058594,52.68400268554687,39.5172025680542,33.866000938415525,27.006401443481444,58.52280197143555,56.38920288085937,47.098802185058595,45.93640289306641,37.15560169219971,52.998802185058594,42.31920127868652,41.22760276794433,47.4960018157959,56.63560333251953,48.202515064141686,51.213913504282644,45.53892842342978,21.947500705718994
fbresnet152,36.3454682942638,77.38600158691406,65.47999572753906,69.10200500488281,4.693333625793457,41.12333297729492,28.931596755981445,71.5058611361587,54.46348061316502,74.80999755859375,79.93999481201172,27.244001388549805,92.5,92.80999755859375,98.75694444444446,98.8138528138528,61.083743842364534,45.86206896551724,80.4800033569336,16.22599983215332,77.38600158691406,77.38600158691406,73.78800201416016,68.12200164794922,76.2280044555664,67.72200012207031,72.70800018310547,65.49400329589844,74.54000091552734,65.46400451660156,63.46600341796875,71.02000427246094,57.474002838134766,72.06600189208984,55.71200180053711,67.94800567626953,44.358001708984375,68.19400024414062,44.23600387573242,63.400001525878906,70.70600128173828,77.38600158691406,66.93400573730469,70.66800689697266,62.10200119018555,74.23200225830078,56.98400115966797,68.03800201416016,45.39200210571289,70.62200164794922,40.47200012207031,61.57600402832031,27.268001556396484,58.156002044677734,23.93800163269043,39.922000885009766,18.36600112915039,35.60200119018555,16.248001098632812,14.570000648498535,77.38600158691406,64.3479995727539,69.07400512695312,60.458003997802734,69.43400573730469,56.40800094604492,67.51800537109375,53.46800231933594,52.7660026550293,42.32200241088867,58.64200210571289,39.5780029296875,38.566001892089844,29.97800064086914,45.22800064086914,28.39000129699707,32.73400115966797,19.882001876831055,36.93800354003906,19.402000427246094,77.38600158691406,70.09600067138672,71.41200256347656,68.2760009765625,70.98800659179688,47.522003173828125,66.26000213623047,45.87600326538086,76.156005859375,59.040000915527344,72.57200622558594,56.62600326538086,70.24400329589844,43.910003662109375,65.85600280761719,43.66600036621094,60.79600143432617,17.826000213623047,55.730003356933594,77.38600158691406,66.0979995727539,68.4800033569336,61.3280029296875,61.93000411987305,52.90400314331055,55.910003662109375,45.290000915527344,41.62600326538086,28.93800163269043,77.38600158691406,62.682003021240234,50.21200180053711,47.61600112915039,38.996002197265625,36.70600128173828,36.66800308227539,34.66600036621094,29.96200180053711,28.336000442504883,77.38600158691406,68.29400634765625,61.81200408935547,19.046001434326172,56.362003326416016,46.5160026550293,41.69200134277344,31.20600128173828,29.426000595092773,11.960000991821289,15.012001037597656,77.38600158691406,65.53600311279297,62.75400161743164,58.3900032043457,51.28400421142578,46.316001892089844,36.15800094604492,31.46200180053711,18.588001251220703,15.372000694274902,57.9900016784668,43.62000274658203,19.260000228881836,13.302000999450684,8.518000602722168,77.38600158691406,58.0680046081543,54.98200225830078,50.57200241088867,48.62000274658203,44.10200119018555,33.52000045776367,29.496002197265625,18.82200050354004,77.38600158691406,64.29199981689453,60.68400192260742,55.71600341796875,49.89800262451172,44.458003997802734,32.07600021362305,26.864002227783203,20.386001586914062,16.4320011138916,58.69600296020508,59.03400421142578,47.14800262451172,39.17400360107422,47.88800048828125,42.230003356933594,36.21600341796875,30.464000701904297,32.540000915527344,25.48600196838379,77.38600158691406,72.60000610351562,67.60400390625,63.87200164794922,63.458003997802734,54.46600341796875,43.76400375366211,44.79600143432617,35.592002868652344,33.56999969482422,77.38600158691406,65.36199951171875,64.51600646972656,60.87000274658203,49.790000915527344,46.1400032043457,40.25600051879883,36.84800338745117,29.430002212524414,26.042001724243164,77.38600158691406,54.68400192260742,46.66400146484375,44.368003845214844,40.44600296020508,36.82400131225586,32.71800231933594,29.966001510620117,28.63800048828125,23.9580020904541,14.574000358581543,7.799999713897705,60.02000045776367,11.220000267028809,40.25920219421387,42.58760108947754,71.1140037536621,49.23400192260742,63.19960174560547,46.698001861572266,61.066403198242185,47.052402114868165,50.91160163879395,54.17720260620117,50.954802894592284,37.96000213623047,52.27560234069824,66.36600341796876,45.77600212097168,73.68280181884765,48.086001586914065,44.49760208129883,39.27760276794434,41.552402114868165,42.157202529907224,46.64480209350586,69.772802734375,53.860802459716794,43.415202140808105,39.692802047729494,28.538001251220702,62.48080215454102,59.406002807617185,44.76680145263672,47.678801727294925,46.66600151062012,55.480003356933594,42.00120124816895,40.91520195007324,45.17040176391602,57.56080322265625,49.98160226283928,53.14806878831652,47.172170719347505,23.403500199317932
resnet101,38.3763638327752,77.3740005493164,65.44999694824219,67.37200164794922,4.720000267028809,39.30666732788086,26.968502044677734,71.5058611361587,53.74211000901713,74.18000030517578,78.75,25.020000457763672,92.79999542236328,92.87999725341797,98.70833333333333,98.89177489177489,60.78817733990147,45.17241379310345,80.28800201416016,7.136000156402588,76.55400085449219,68.69800567626953,73.22600555419922,66.87800598144531,75.02400207519531,65.60000610351562,71.7760009765625,63.7400016784668,72.37800598144531,63.21800231933594,61.40200424194336,68.94600677490234,54.6660041809082,68.46800231933594,52.77000427246094,64.48800659179688,41.95800018310547,63.12800216674805,39.41600036621094,58.172000885009766,70.69400024414062,71.12200164794922,66.20000457763672,64.8280029296875,62.71200180053711,66.98800659179688,56.980003356933594,58.80600357055664,48.422000885009766,58.73200225830078,41.00400161743164,47.30400085449219,31.68600082397461,37.91400146484375,24.582000732421875,21.84800148010254,21.972000122070312,15.072000503540039,16.31599998474121,5.214000225067139,63.566001892089844,65.91600036621094,66.27799987792969,60.99200439453125,69.31000518798828,58.56200408935547,65.26399993896484,54.53600311279297,49.246002197265625,44.30600357055664,55.454002380371094,39.858001708984375,36.762001037597656,31.66400146484375,42.30400085449219,27.514001846313477,33.91400146484375,21.538000106811523,34.45800018310547,18.262001037597656,71.7020034790039,70.76000213623047,66.72400665283203,68.28800201416016,67.82200622558594,49.1660041809082,63.12000274658203,46.958003997802734,74.49600219726562,59.224002838134766,70.78600311279297,58.18800354003906,64.88600158691406,44.150001525878906,60.87200164794922,45.70600128173828,52.708003997802734,17.976001739501953,48.94600296020508,68.24600219726562,61.346004486083984,64.04800415039062,55.720001220703125,57.0780029296875,47.1140022277832,51.71600341796875,40.814002990722656,37.60000228881836,25.384000778198242,63.74400329589844,61.3280029296875,46.92400360107422,45.24400329589844,34.730003356933594,33.624000549316406,32.470001220703125,31.55000114440918,25.554000854492188,24.922000885009766,73.6300048828125,68.69400024414062,63.83400344848633,21.196001052856445,57.7760009765625,50.880001068115234,44.66600036621094,38.04600143432617,32.08000183105469,19.918001174926758,15.522000312805176,65.79600524902344,64.13999938964844,56.176002502441406,54.28200149536133,39.35200119018555,38.302001953125,19.310001373291016,21.104000091552734,4.210000038146973,7.100000381469727,58.21400451660156,46.08400344848633,21.850000381469727,16.084001541137695,11.2760009765625,54.50800323486328,51.69200134277344,46.03000259399414,42.58000183105469,36.272003173828125,34.85000228881836,15.872000694274902,18.73200035095215,4.134000301361084,64.29199981689453,62.55600357055664,52.9160041809082,50.874000549316406,37.09400177001953,35.68000030517578,14.058000564575195,16.4060001373291,5.014000415802002,8.156000137329102,54.39400100708008,55.93800354003906,40.11600112915039,35.21600341796875,41.16600036621094,37.71200180053711,28.738000869750977,26.248001098632812,22.796001434326172,19.946001052856445,73.72400665283203,71.5780029296875,64.59400177001953,60.62600326538086,61.272003173828125,49.564002990722656,40.23400115966797,41.902000427246094,31.178001403808594,29.650001525878906,65.69800567626953,64.13600158691406,59.814002990722656,58.37200164794922,40.83400344848633,39.26400375366211,29.256000518798828,28.66600227355957,16.944000244140625,18.302000045776367,77.3740005493164,55.77800369262695,48.37600326538086,46.54800033569336,42.3280029296875,38.922000885009766,35.022003173828125,32.194000244140625,31.018001556396484,25.874000549316406,11.880000114440918,7.550000190734863,57.84000015258789,10.119999885559082,40.23240242004395,44.39720191955566,66.32280349731445,36.96880207061768,49.965602493286134,48.06720237731933,55.73760299682617,41.74800186157226,46.07560234069824,50.55960235595703,39.6000018119812,39.86320114135742,42.509202575683595,62.089603424072266,49.2616024017334,71.11040267944335,34.67480134963989,37.44200096130371,35.01200218200684,34.73440093994141,43.74760074615479,40.68440246582031,67.32160415649415,50.6640022277832,36.98560066223145,30.998001194000246,30.701602172851562,58.82800369262695,56.84120330810547,47.09720077514648,48.25520248413086,31.363201999664305,52.751600646972655,39.333601760864255,41.016402053833005,46.823602294921876,54.20040283203125,46.06095593281282,48.1223134358724,44.09387565412019,21.84750008583069
inceptionv3,38.44658096575564,77.32000732421875,65.66999816894531,70.48800659179688,9.15999984741211,39.413333892822266,28.039459228515625,71.14517583408477,53.9224526600541,74.41999816894531,79.40999603271484,26.89000129699707,92.69999694824219,92.69999694824219,98.875,98.82251082251082,59.55665024630542,43.79310344827586,79.52000427246094,14.836000442504883,77.12600708007812,72.55599975585938,72.86200714111328,66.39400482177734,76.33200073242188,71.08200073242188,71.99800109863281,63.53000259399414,74.95000457763672,69.6300048828125,61.380001068115234,70.37600708007812,65.40399932861328,72.60600280761719,55.224002838134766,67.0780029296875,59.0420036315918,68.83800506591797,47.03600311279297,61.480003356933594,72.33200073242188,75.17000579833984,63.50400161743164,67.74000549316406,65.76200103759766,73.23600006103516,52.14200210571289,63.37200164794922,51.28200149536133,68.13400268554688,33.810001373291016,52.77400207519531,33.00200271606445,44.73200225830078,17.59600067138672,20.740001678466797,22.988000869750977,11.320000648498535,11.230000495910645,3.126000165939331,73.66000366210938,67.01200103759766,68.74400329589844,55.39400100708008,72.44800567626953,60.07400131225586,66.96000671386719,46.51000213623047,68.57600402832031,45.74400329589844,61.61000442504883,29.53400230407715,62.0680046081543,32.28200149536133,53.18800354003906,18.34600067138672,56.77800369262695,21.040000915527344,45.94200134277344,11.122000694274902,76.38600158691406,74.09000396728516,70.7800064086914,66.99600219726562,72.34600067138672,57.172000885009766,66.43800354003906,43.88200378417969,76.67200469970703,65.10600280761719,72.02200317382812,55.51400375366211,72.19600677490234,52.01400375366211,65.69000244140625,41.61600112915039,65.68800354003906,23.602001190185547,56.85400390625,73.51000213623047,62.19400405883789,71.40800476074219,56.220001220703125,67.09400177001953,46.36000061035156,63.746002197265625,40.08000183105469,53.50800323486328,24.332000732421875,66.85600280761719,62.18400192260742,51.41400146484375,47.08400344848633,40.96000289916992,35.83000183105469,37.98200225830078,33.592002868652344,31.512001037597656,27.38800048828125,75.24000549316406,65.90399932861328,65.00800323486328,15.94800090789795,49.98400115966797,50.906002044677734,32.954002380371094,36.65400314331055,20.486000061035156,17.512001037597656,8.314000129699707,72.12200164794922,65.9520034790039,68.15800476074219,59.066001892089844,60.08200454711914,47.28200149536133,46.768001556396484,32.28000259399414,27.96000099182129,15.988000869750977,55.7920036315918,40.66400146484375,14.782000541687012,9.84000015258789,6.076000213623047,66.5979995727539,54.952003479003906,62.410003662109375,48.06800079345703,57.3280029296875,41.57200241088867,43.73600387573242,28.062002182006836,26.500001907348633,71.406005859375,64.4260025024414,65.67200469970703,55.68400192260742,57.500003814697266,44.0620002746582,41.152000427246094,26.91400146484375,29.25200080871582,16.600000381469727,56.58400344848633,55.858001708984375,45.836002349853516,36.314002990722656,43.67400360107422,37.87000274658203,31.29400062561035,26.59800148010254,31.07600212097168,21.850000381469727,74.29400634765625,71.36200714111328,66.1780014038086,61.39800262451172,61.53000259399414,51.798004150390625,44.91800308227539,42.772003173828125,36.44200134277344,30.86800193786621,71.38600158691406,64.87800598144531,68.14000701904297,60.50400161743164,56.702003479003906,45.32200241088867,48.94600296020508,36.69200134277344,39.82200241088867,27.37200164794922,77.32000732421875,50.426002502441406,41.66800308227539,39.13800048828125,35.428001403808594,31.248001098632812,27.88800048828125,24.77800178527832,22.4320011138916,19.042001724243164,21.20800018310547,7.880000591278076,59.39999771118164,14.380000114440918,32.18120136260986,45.230401611328126,72.65760345458985,55.01800270080567,54.51840229034424,44.79120235443115,65.85320281982422,46.95360260009765,45.83720169067383,66.7060043334961,41.55040221214294,32.92640151977539,56.999203491210935,66.35680389404297,49.064002990722656,73.97040405273438,52.99640312194824,41.69280242919922,35.698001861572266,41.5372013092041,35.528400611877444,45.74480209350586,68.75880432128906,51.639603805541995,44.11360206604004,37.49800186157226,25.4308012008667,67.54280166625976,58.71280288696289,49.07320137023926,54.396802520751955,51.314402389526364,59.28880386352539,41.21560211181641,35.65640125274658,40.94720268249512,56.672402954101564,49.832074349965794,55.57766938739353,44.50920225193625,25.716999650001526
densenet161,36.96121853732311,77.13800048828125,65.29000091552734,67.99200439453125,4.200000286102295,40.176666259765625,28.56806182861328,71.41568981064022,55.09467989179441,74.31999969482422,79.33999633789062,26.27800178527832,92.30999755859375,92.69999694824219,98.61805555555556,98.7012987012987,60.24630541871922,46.40394088669951,80.56000518798828,15.49000072479248,76.89000701904297,68.8740005493164,73.60800170898438,67.4000015258789,76.10800170898438,65.6240005493164,72.64400482177734,64.5060043334961,74.46200561523438,62.82400131225586,62.294002532958984,71.01000213623047,52.980003356933594,72.17400360107422,53.88600158691406,68.10600280761719,38.902000427246094,68.38200378417969,41.37200164794922,63.6300048828125,70.61400604248047,75.98600006103516,65.96000671386719,70.29199981689453,62.52400207519531,74.88800048828125,56.406002044677734,67.55000305175781,47.28000259399414,71.89800262451172,40.19200134277344,61.10400390625,28.1460018157959,61.0420036315918,23.172000885009766,38.37800216674805,18.09200096130371,38.20000076293945,14.86600112915039,12.7160005569458,66.72600555419922,63.66400146484375,68.60200500488281,59.868003845214844,68.3800048828125,56.29600143432617,66.62000274658203,53.24400329589844,52.88600158691406,42.5880012512207,58.720001220703125,39.7400016784668,38.99800109863281,30.538002014160156,44.8640022277832,28.444002151489258,32.11600112915039,20.628000259399414,33.83400344848633,19.142000198364258,75.67000579833984,69.9260025024414,70.74200439453125,68.10400390625,71.4280014038086,49.4640007019043,65.72600555419922,46.99800109863281,75.82000732421875,58.0880012512207,72.51200103759766,57.09400177001953,69.92000579833984,43.60000228881836,65.86600494384766,44.8640022277832,60.496002197265625,15.87800121307373,56.21000289916992,73.04000091552734,66.78600311279297,70.52200317382812,62.570003509521484,64.84200286865234,54.678001403808594,58.470001220703125,46.95600128173828,43.50400161743164,29.66600227355957,66.7540054321289,62.98400115966797,52.67000198364258,49.13600158691406,41.81800079345703,38.96800231933594,39.79600143432617,37.17000198364258,32.91200256347656,30.920001983642578,72.38600158691406,67.94800567626953,61.204002380371094,20.038000106811523,56.1140022277832,45.422000885009766,42.43600082397461,29.95400047302246,30.886001586914062,12.746000289916992,16.384000778198242,68.48200225830078,65.22200012207031,61.20600128173828,56.99400329589844,48.37000274658203,44.42400360107422,32.51000213623047,29.804000854492188,15.624000549316406,15.118000984191895,58.18400192260742,44.38200378417969,20.838001251220703,14.962000846862793,9.534000396728516,57.702003479003906,53.80600357055664,53.33400344848633,47.0780029296875,46.68400192260742,41.320003509521484,30.60000228881836,28.20600128173828,16.082000732421875,67.8740005493164,64.33000183105469,59.340003967285156,55.224002838134766,47.16200256347656,43.134002685546875,27.91600227355957,25.856000900268555,16.812000274658203,16.22599983215332,59.05800247192383,58.052001953125,48.928001403808594,40.01400375366211,49.52400207519531,42.720001220703125,38.522003173828125,31.21200180053711,33.50400161743164,26.178001403808594,74.36000061035156,72.12800598144531,66.33399963378906,62.80800247192383,61.96600341796875,53.858001708984375,45.49800109863281,47.410003662109375,36.790000915527344,35.922000885009766,69.20600128173828,66.06600189208984,64.94000244140625,61.704002380371094,49.68800354003906,47.01400375366211,39.85000228881836,37.96600341796875,28.580001831054688,27.452001571655273,77.13800048828125,55.05000305175781,47.19400405883789,45.21000289916992,40.73200225830078,37.320003509521484,32.59000015258789,30.404001235961914,28.452001571655273,24.130001068115234,12.65999984741211,8.4399995803833,56.57999801635742,11.219999313354492,40.08760223388672,42.74280128479004,70.66680450439453,45.23840179443359,64.40280151367188,47.41960182189941,62.075601959228514,48.04040260314942,52.13120231628418,51.8212028503418,50.00800189971924,38.42280235290527,50.45280227661133,66.21120376586914,44.342401123046876,73.60320434570312,43.82080192565918,45.9072021484375,39.63520202636719,40.95400161743164,42.75360221862793,46.79000244140625,69.79960327148437,54.42520294189453,42.31240177154541,37.18000240325928,29.580001640319825,57.84080123901367,57.89160232543945,45.33120269775391,47.3912015914917,40.880402374267575,54.5280029296875,43.835601806640625,40.1192024230957,45.221201705932614,56.989601135253906,49.36214588360908,51.973246606191005,47.122907598395095,22.22499918937683
efficientnet-b0-advprop-autoaug,33.78524359943826,77.0840072631836,65.30999755859375,69.69200134277344,5.306666851043701,40.35000228881836,28.349939346313477,70.96483318304779,56.17673579801623,73.87999725341797,79.08999633789062,29.43800163269043,92.19999694824219,92.61000061035156,98.72222222222223,98.67532467532467,60.3448275862069,48.128078817733986,79.88800048828125,14.594000816345215,76.74600219726562,70.56999969482422,73.5780029296875,68.59000396728516,76.05400085449219,68.35400390625,72.46000671386719,66.47600555419922,74.61400604248047,66.65400695800781,64.64400482177734,70.68400573730469,60.380001068115234,72.11800384521484,58.868003845214844,67.48600006103516,50.80000305175781,68.4000015258789,50.18400192260742,62.75800323486328,70.2040023803711,72.92200469970703,66.84000396728516,68.15800476074219,61.71200180053711,69.08800506591797,57.69600296020508,63.144004821777344,44.66600036621094,59.84400177001953,40.762001037597656,51.18800354003906,26.292001724243164,32.50200271606445,23.944000244140625,20.674001693725586,17.3700008392334,7.944000244140625,15.962000846862793,3.750000238418579,70.41200256347656,61.66400146484375,70.4000015258789,58.39400100708008,71.03600311279297,53.230003356933594,68.9520034790039,50.89600372314453,59.018001556396484,38.284000396728516,58.87600326538086,36.608001708984375,45.59800338745117,25.57600212097168,45.25800323486328,24.626001358032227,39.75400161743164,16.678001403808594,37.794002532958984,16.236000061035156,76.11200714111328,69.81200408935547,72.38600158691406,68.29199981689453,75.5260009765625,47.900001525878906,71.6760025024414,46.0780029296875,75.92400360107422,63.932003021240234,72.79400634765625,60.728004455566406,71.55599975585938,48.37600326538086,67.4540023803711,46.720001220703125,65.93600463867188,17.12200164794922,60.17200469970703,68.14000701904297,62.926002502441406,63.55800247192383,57.48200225830078,56.000003814697266,48.698001861572266,50.91800308227539,41.98400115966797,35.358001708984375,25.312000274658203,66.67000579833984,62.69000244140625,50.36600112915039,46.50600051879883,38.32600021362305,34.46600341796875,35.75,32.332000732421875,28.926000595092773,25.57600212097168,71.48600006103516,67.12200164794922,58.290000915527344,18.02800178527832,53.678001403808594,44.34600067138672,39.8640022277832,31.774002075195312,27.636001586914062,15.554000854492188,13.256000518798828,71.83800506591797,67.33000183105469,67.2540054321289,61.08000183105469,57.51400375366211,49.67000198364258,41.902000427246094,33.772003173828125,20.93600082397461,14.90000057220459,61.73400115966797,50.46600341796875,23.244001388549805,16.126001358032227,10.290000915527344,69.42400360107422,62.108001708984375,63.14800262451172,54.28600311279297,56.94600296020508,47.220001220703125,40.68400192260742,30.580001831054688,22.75800132751465,71.31999969482422,66.46000671386719,65.59200286865234,59.10000228881836,56.35000228881836,48.880001068115234,38.43400192260742,30.196001052856445,26.62200164794922,18.314001083374023,59.096004486083984,58.346004486083984,47.68400192260742,37.784000396728516,47.26400375366211,39.52000045776367,35.8280029296875,28.398000717163086,30.184001922607422,21.988000869750977,74.71200561523438,72.22400665283203,68.4320068359375,63.69400405883789,65.13999938964844,54.78000259399414,52.93800354003906,47.67000198364258,44.19600296020508,34.85600280761719,72.33600616455078,67.63600158691406,69.67400360107422,64.50200653076172,59.59400177001953,53.18800354003906,51.93400192260742,45.08000183105469,42.47200012207031,35.150001525878906,52.95000076293945,53.93000411987305,43.99400329589844,44.51000213623047,37.82200241088867,37.052001953125,30.518001556396484,30.52800178527832,26.166000366210938,23.86800193786621,50.959999084472656,9.479999542236328,75.25999450683594,41.55999755859375,37.35200157165527,39.086401748657224,73.01080322265625,51.88880310058594,48.46000289916992,47.96920204162598,54.794803619384766,53.111203002929685,47.280401611328124,57.16360244750977,41.38280301094055,37.97760238647461,59.202002716064456,68.89640350341797,44.290000915527344,73.5864028930664,51.66360168457031,44.01120300292969,37.207201385498045,44.59000244140625,40.31120147705078,44.00760154724121,69.39320373535156,54.64480361938477,45.350401878356934,41.757601737976074,32.37200164794922,63.351602935791014,61.752404022216794,44.04880142211914,49.428402709960935,50.59200248718262,56.256002807617186,40.314001846313474,41.04080181121826,38.290001678466794,61.08360366821289,49.89868956957108,52.66442470550536,47.313644502037434,44.31499767303467
resnet50_cutout,35.91876417845955,77.06800079345703,64.43000030517578,66.87200164794922,4.386666774749756,34.926666259765625,23.906936645507812,69.25157799819658,51.93868349864743,73.06999969482422,78.1199951171875,20.314001083374023,92.27999877929688,92.22999572753906,98.75,98.86580086580086,59.40886699507389,42.610837438423644,78.94400024414062,8.826000213623047,76.49200439453125,65.46200561523438,72.17400360107422,64.02000427246094,75.40800476074219,61.46200180053711,70.84600067138672,60.62400436401367,73.56400299072266,58.55400466918945,58.03000259399414,68.79400634765625,48.656002044677734,70.31400299072266,49.33400344848633,65.40800476074219,35.145999908447266,65.16800689697266,37.57600021362305,60.21200180053711,67.96800231933594,75.06400299072266,63.69400405883789,67.93400573730469,56.74200439453125,73.38400268554688,53.15800094604492,64.4020004272461,38.73400115966797,69.52799987792969,35.99400329589844,56.12200164794922,21.628000259399414,55.71600341796875,19.84200096130371,30.048002243041992,13.462000846862793,31.806001663208008,12.792000770568848,8.013999938964844,59.10000228881836,63.022003173828125,64.60600280761719,58.12400436401367,58.94000244140625,54.596004486083984,61.85000228881836,51.31800079345703,35.25,39.242000579833984,49.55600357055664,36.022003173828125,18.742000579833984,26.556001663208008,32.05400085449219,24.494001388549805,13.052000999450684,17.84000015258789,24.034000396728516,16.04199981689453,75.09800720214844,69.95800018310547,68.91600036621094,66.50800323486328,69.80000305175781,48.62800216674805,63.294002532958984,44.730003356933594,75.53600311279297,51.13200378417969,71.23600006103516,51.53600311279297,67.56400299072266,32.21800231933594,63.42200469970703,37.480003356933594,53.7920036315918,8.556000709533691,50.63200378417969,71.88200378417969,63.05800247192383,68.73200225830078,57.5420036315918,62.522003173828125,48.380001068115234,56.07400131225586,41.13800048828125,39.788002014160156,25.134000778198242,62.724002838134766,58.85400390625,44.37600326538086,42.16200256347656,31.96000099182129,30.880001068115234,29.66400146484375,28.9320011138916,22.73000144958496,22.450000762939453,72.30599975585938,66.35800170898438,59.3280029296875,12.828001022338867,54.25400161743164,44.112003326416016,40.22600173950195,29.57600212097168,27.418001174926758,12.60400104522705,12.244000434875488,63.698001861572266,61.40800476074219,53.268001556396484,52.23600387573242,36.65400314331055,37.634002685546875,18.64000129699707,22.1820011138916,5.386000156402588,8.922000885009766,52.884002685546875,38.362003326416016,15.43600082397461,10.968000411987305,7.682000160217285,47.69000244140625,44.61600112915039,42.05400085449219,37.874000549316406,34.02400207519531,32.768001556396484,16.786001205444336,19.828001022338867,5.3580002784729,62.08400344848633,59.26400375366211,50.320003509521484,48.4640007019043,35.62800216674805,35.15800094604492,15.340001106262207,18.00400161743164,6.5400004386901855,9.85200023651123,52.13600158691406,53.6140022277832,39.3280029296875,32.39400100708008,41.60200119018555,35.27000045776367,29.022001266479492,24.218000411987305,22.46200180053711,18.966001510620117,72.80000305175781,70.656005859375,60.88200378417969,59.00200271606445,54.54600143432617,47.20600128173828,32.38800048828125,36.86600112915039,24.00200080871582,24.542001724243164,62.702003479003906,60.41200256347656,56.38600158691406,54.37000274658203,38.544002532958984,36.75400161743164,28.398000717163086,27.590002059936523,17.536001205444336,18.268001556396484,77.06800079345703,51.81800079345703,43.1400032043457,42.05400085449219,36.2400016784668,34.70000076293945,29.110000610351562,28.496002197265625,24.608001708984375,22.464000701904297,10.984000205993652,8.326000213623047,49.32400131225586,10.579999923706055,37.200001907348636,40.2512020111084,68.35800399780274,35.52920160293579,61.099602127075194,42.616402816772464,59.79960250854492,39.47880210876465,47.05040168762207,37.016801261901854,45.30400199890137,35.90640106201172,40.713201904296874,63.50000228881836,43.585201835632326,72.18920440673828,33.98240213394165,36.91000175476074,32.892401123046874,34.14840145111084,40.10000133514404,38.290802001953125,67.4868034362793,47.654402542114255,36.47640266418457,28.78240089416504,25.066401481628418,53.85600280761719,53.916802978515626,39.70680179595947,42.098401832580564,29.182401371002197,46.42000198364258,36.65560188293457,37.09600200653076,42.03320159912109,48.923601913452146,43.806750749930366,45.75142438146803,41.986928297344,19.803500413894653
FixResNet50_no_adaptation,27.832991249864968,77.04000091552734,65.02999877929688,67.06600189208984,4.386666774749756,39.24333572387695,27.007802963256836,69.43192064923355,52.29936880072137,73.66999816894531,78.77999877929688,23.056001663208008,92.62999725341797,92.7699966430664,98.73611111111111,98.84848484848486,58.86699507389162,43.69458128078818,79.56800079345703,8.22800064086914,76.6760025024414,66.2020034790039,72.802001953125,65.30000305175781,75.5580062866211,62.73200225830078,71.54400634765625,62.28600311279297,73.74000549316406,59.978004455566406,59.686004638671875,69.34000396728516,50.64200210571289,70.70600128173828,51.75800323486328,65.76000213623047,37.5620002746582,65.97200012207031,39.61800003051758,60.11000442504883,68.20000457763672,74.69800567626953,64.85600280761719,68.2540054321289,57.566001892089844,72.59000396728516,54.37000274658203,64.30400085449219,40.7400016784668,67.38400268554688,37.55000305175781,54.78600311279297,24.314001083374023,50.20600128173828,21.612001419067383,28.57200050354004,16.244001388549805,24.014001846313477,14.188000679016113,7.516000270843506,57.87400436401367,62.37600326538086,64.49400329589844,59.28200149536133,63.30600357055664,53.92400360107422,62.02400207519531,51.82200241088867,38.018001556396484,38.448001861572266,51.68000411987305,37.16200256347656,25.32200050354004,25.884000778198242,37.480003356933594,25.040000915527344,22.336000442504883,16.144001007080078,28.564001083374023,15.828001022338867,74.0,69.78600311279297,69.13200378417969,67.2300033569336,68.94000244140625,46.55800247192383,64.34000396728516,45.18600082397461,75.1300048828125,51.400001525878906,71.59200286865234,53.134002685546875,67.91800689697266,34.124000549316406,63.810001373291016,39.64400100708008,55.910003662109375,10.052000045776367,52.43400192260742,71.66600036621094,64.23200225830078,68.33200073242188,58.880001068115234,62.85200119018555,50.57400131225586,58.02800369262695,44.01400375366211,42.564002990722656,27.940000534057617,64.05000305175781,61.506004333496094,46.89600372314453,44.91400146484375,34.612003326416016,33.36000061035156,32.060001373291016,30.994001388549805,25.494001388549805,24.472002029418945,72.07200622558594,67.51200103759766,59.80400466918945,14.838000297546387,55.46400451660156,44.07400131225586,40.720001220703125,29.96000099182129,27.838001251220703,12.116000175476074,12.142000198364258,64.0320053100586,62.958003997802734,52.910003662109375,52.948001861572266,35.604000091552734,37.18400192260742,17.18600082397461,21.362001419067383,4.560000419616699,8.28600025177002,54.48600387573242,39.720001220703125,16.312000274658203,11.530000686645508,7.478000164031982,51.94600296020508,49.82200241088867,42.68000030517578,41.152000427246094,32.53200149536133,33.75400161743164,14.28600025177002,18.91400146484375,4.508000373840332,62.67400360107422,61.6660041809082,50.000003814697266,49.708003997802734,34.7400016784668,35.044002532958984,14.260000228881836,17.426000595092773,5.904000282287598,9.35200023651123,54.44200134277344,55.6400032043457,42.884002685546875,35.95600128173828,45.07600402832031,38.474002838134766,34.65999984741211,28.410001754760742,28.96200180053711,21.644001007080078,73.39000701904297,71.49600219726562,63.01400375366211,60.71200180053711,58.01000213623047,49.53600311279297,34.040000915527344,38.54800033569336,24.782001495361328,25.606000900268555,64.23800659179688,62.93800354003906,57.84400177001953,57.156002044677734,38.49800109863281,38.13199996948242,27.84600067138672,28.160001754760742,17.166000366210938,18.282001495361328,51.59600067138672,52.702003479003906,42.618003845214844,42.70600128173828,36.992000579833984,35.496002197265625,29.68800163269043,29.062002182006836,26.29400062561035,23.404001235961914,12.019999504089355,8.119999885559082,52.439998626708984,9.859999656677246,37.82680168151855,39.35520210266113,68.37960357666016,34.8584020614624,57.77840309143066,44.00640163421631,60.688401794433595,40.933601760864256,49.12800178527832,41.371202087402345,44.686402034759524,36.67400207519531,41.118402099609376,64.26160278320313,43.60520267486572,72.53040313720703,33.51560192108154,41.20480194091797,36.02480201721191,34.63920230865479,40.73520164489746,40.622402572631835,67.91120376586915,49.17960166931152,36.54760189056397,30.37400131225586,25.90520124435425,55.42320251464844,55.7296028137207,41.412802124023436,42.38400154113769,29.190401077270508,48.84840278625488,39.04920196533203,38.51520214080811,37.437601470947264,50.647203063964845,44.68259701851087,46.19573560290866,43.209265227066844,20.609999418258667
dpn68b,37.45273846818623,77.03400421142578,64.76000213623047,65.38400268554688,6.066666603088379,38.776668548583984,27.98836898803711,73.66997294860235,54.01262398557258,74.04999542236328,79.18000030517578,21.724000930786133,92.55999755859375,92.6500015258789,98.74305555555556,98.82251082251082,59.70443349753695,45.86206896551724,80.68800354003906,6.152000427246094,76.4320068359375,67.98200225830078,72.69600677490234,66.59400177001953,74.81600189208984,64.302001953125,71.0780029296875,63.55400466918945,72.11000061035156,61.68400192260742,60.90400314331055,68.47600555419922,51.310001373291016,68.46400451660156,51.98400115966797,64.16799926757812,38.05400085449219,62.89800262451172,40.34800338745117,57.7920036315918,70.08399963378906,70.83800506591797,65.90800476074219,64.71400451660156,61.750003814697266,66.37800598144531,56.62600326538086,58.80800247192383,45.500003814697266,57.55000305175781,40.678001403808594,46.970001220703125,27.548002243041992,34.28200149536133,24.170001983642578,21.21000099182129,18.27400016784668,9.540000915527344,16.079999923706055,4.36400032043457,67.33200073242188,63.37400436401367,69.70600128173828,59.4900016784668,65.86199951171875,54.35400390625,67.95800018310547,52.37800216674805,55.78200149536133,37.91400146484375,63.04000473022461,37.95600128173828,46.51000213623047,25.032001495361328,52.582000732421875,25.674001693725586,47.85600280761719,15.648000717163086,43.89600372314453,16.104000091552734,70.59600067138672,69.94600677490234,65.12000274658203,67.61000061035156,66.26600646972656,48.72800064086914,60.77000427246094,45.630001068115234,74.14600372314453,64.71800231933594,70.406005859375,60.634002685546875,64.72000122070312,53.68800354003906,61.18400192260742,50.14600372314453,53.22800064086914,27.406002044677734,50.44200134277344,66.87000274658203,59.98400115966797,61.92200469970703,53.922000885009766,54.37800216674805,44.284000396728516,49.28600311279297,37.88600158691406,33.996002197265625,21.924001693725586,64.12800598144531,61.51400375366211,48.20600128173828,46.634002685546875,36.37800216674805,36.04199981689453,34.070003509521484,33.992000579833984,27.73400115966797,27.874000549316406,73.38800048828125,67.44600677490234,61.262001037597656,25.518001556396484,55.40800094604492,44.018001556396484,40.650001525878906,28.974000930786133,28.114002227783203,12.7760009765625,12.744000434875488,65.94200134277344,64.09600067138672,56.118003845214844,54.932003021240234,39.33000183105469,38.64600372314453,19.578001022338867,20.71000099182129,5.758000373840332,6.466000080108643,61.728004455566406,49.974002838134766,23.886001586914062,16.81800079345703,10.868000984191895,46.18600082397461,54.500003814697266,38.88199996948242,42.5620002746582,31.178001403808594,33.294002532958984,15.486001014709473,16.856000900268555,5.478000164031982,64.17400360107422,62.82200241088867,51.650001525878906,50.906002044677734,34.84400177001953,35.54199981689453,13.778000831604004,14.972001075744629,6.084000110626221,6.7960004806518555,56.06800079345703,56.000003814697266,42.74800109863281,35.012001037597656,41.53200149536133,37.07600021362305,29.32600212097168,25.124000549316406,24.718000411987305,19.920000076293945,74.56800079345703,71.7760009765625,66.47600555419922,62.40400314331055,62.15400314331055,52.95000076293945,41.332000732421875,43.198001861572266,32.0,29.93800163269043,66.02000427246094,64.51600646972656,59.64400100708008,59.12800216674805,38.35000228881836,39.820003509521484,26.852001190185547,28.930002212524414,16.522001266479492,17.546001434326172,77.03400421142578,55.13200378417969,47.74800109863281,45.51400375366211,40.57400131225586,37.05600357055664,32.895999908447266,30.470001220703125,28.878002166748047,24.194000244140625,12.230000495910645,7.9160003662109375,45.87999725341797,8.760000228881836,38.32040138244629,39.26440238952637,65.79120254516602,37.345201683044436,47.717603302001955,49.90760192871094,53.29040298461914,41.988003158569335,43.60000114440918,56.66840133666992,39.213201904296874,38.473202514648435,41.47760200500488,61.58440322875977,44.083600997924805,70.94400329589844,34.10600156784058,38.87840118408203,34.62640113830567,34.207601165771486,40.872402381896975,42.10320281982422,66.8420036315918,52.05320167541504,36.97000169754028,30.67280158996582,32.65480213165283,56.66640167236328,56.67680282592774,44.631201934814456,52.897203063964845,27.442000675201417,59.43640213012695,41.21120147705078,40.69240226745605,45.426001739501956,55.30600204467773,45.670504621359015,47.44660206900702,44.21067575655485,18.696499586105347
resnet50_lpf5,36.0483958085773,77.02799987792969,64.5,65.86400604248047,3.826666831970215,37.34000015258789,25.16850471496582,70.06311992786294,52.84039675383229,73.76000213623047,78.72999572753906,19.720001220703125,92.41999816894531,92.4000015258789,98.59722222222223,98.64069264069263,57.04433497536946,42.41379310344828,79.79200744628906,6.330000400543213,76.24600219726562,66.85200500488281,72.49800109863281,64.69000244140625,74.26600646972656,63.44400405883789,70.64800262451172,61.17200469970703,71.56800079345703,60.810001373291016,58.39600372314453,67.6520004272461,52.060001373291016,67.60800170898438,49.89800262451172,63.00800323486328,39.474002838134766,61.656002044677734,38.672000885009766,56.3640022277832,68.9320068359375,71.04000091552734,63.62400436401367,64.05599975585938,57.268001556396484,66.6760025024414,51.4160041809082,57.93000411987305,38.71800231933594,58.74800109863281,34.12000274658203,45.8640022277832,21.742000579833984,38.04600143432617,19.016000747680664,20.77800178527832,13.916000366210938,15.324000358581543,12.476000785827637,5.324000358581543,61.85400390625,62.98800277709961,66.01800537109375,58.262001037597656,63.34800338745117,55.11000442504883,63.24400329589844,50.65400314331055,44.070003509521484,38.902000427246094,52.948001861572266,34.55000305175781,31.82600212097168,25.636001586914062,40.486000061035156,22.216001510620117,27.944002151489258,15.408000946044922,34.28200149536133,13.922000885009766,70.72000122070312,70.66800689697266,65.58399963378906,67.45600128173828,66.61000061035156,49.90200424194336,62.134002685546875,46.66600036621094,73.48200225830078,50.92400360107422,69.99000549316406,51.4640007019043,63.092002868652344,32.310001373291016,58.48400115966797,37.040000915527344,50.64600372314453,7.868000507354736,46.12200164794922,68.34000396728516,60.74400329589844,64.47600555419922,54.996002197265625,58.3280029296875,46.544002532958984,52.73800277709961,40.284000396728516,37.12200164794922,24.612001419067383,62.01200485229492,59.2920036315918,44.74800109863281,42.80400085449219,32.928001403808594,31.582000732421875,30.84400177001953,29.714000701904297,24.316001892089844,23.284000396728516,73.35400390625,67.02000427246094,60.82200241088867,12.550000190734863,54.118003845214844,43.660003662109375,39.124000549316406,28.338001251220703,26.214000701904297,11.540000915527344,11.564000129699707,64.58800506591797,62.43000411987305,54.52800369262695,52.108001708984375,37.07200241088867,35.43600082397461,17.534000396728516,18.404001235961914,3.81000018119812,6.116000175476074,55.858001708984375,41.624000549316406,17.650001525878906,12.416000366210938,7.804000377655029,51.82600402832031,50.58400344848633,43.47800064086914,40.71800231933594,34.33400344848633,32.87000274658203,14.63800048828125,17.00400161743164,3.632000207901001,63.13200378417969,60.454002380371094,51.28000259399414,48.01400375366211,35.25800323486328,32.50600051879883,12.592000961303711,14.28600025177002,3.7900002002716064,7.2920002937316895,51.90800094604492,53.178001403808594,37.172000885009766,30.184001922607422,39.53200149536133,34.32200241088867,27.306001663208008,23.166000366210938,20.18800163269043,16.518001556396484,73.33200073242188,71.18400573730469,63.89800262451172,59.94600296020508,58.84800338745117,47.71600341796875,38.220001220703125,39.08400344848633,29.292001724243164,27.07400131225586,65.1520004272461,62.7660026550293,59.156002044677734,56.45000457763672,39.8120002746582,36.34000015258789,29.052001953125,25.832000732421875,18.368000030517578,15.724000930786133,77.02799987792969,54.478004455566406,46.96800231933594,44.41400146484375,40.320003509521484,36.63199996948242,32.948001861572266,30.224000930786133,28.882001876831055,24.23400115966797,12.792000770568848,7.522000312805176,57.452003479003906,10.359999656677246,35.92080192565918,39.608802032470706,64.91000213623047,35.50640234947205,49.96680126190186,43.035200691223146,56.20080337524414,39.42240180969238,45.43600196838379,45.80840301513672,38.7904016494751,37.99640159606933,42.30800094604492,60.46280212402344,43.54280242919922,70.26880264282227,33.210402154922484,35.22120132446289,31.47360153198242,32.51040143966675,39.60800189971924,38.96960220336914,66.03400192260742,49.00080337524414,34.898801612854,29.50120210647583,27.07040090560913,56.5280029296875,54.56560287475586,40.11520233154297,42.334403324127194,29.581601762771605,51.39560241699219,37.335201263427734,36.13040256500244,45.22920188903809,52.71800193786621,43.5436021279066,45.668246669239466,41.60989661467703,22.031501054763794
densenet201,36.485902560224694,76.89600372314453,64.76000213623047,67.27400207519531,3.880000114440918,40.776668548583984,27.670028686523438,70.24346257889991,53.38142470694319,73.76000213623047,78.86000061035156,26.23600196838379,92.5199966430664,92.47999572753906,98.59027777777779,98.8138528138528,59.162561576354676,44.778325123152705,80.30400085449219,10.034000396728516,76.65800476074219,67.76600646972656,73.02000427246094,66.03400421142578,75.69400024414062,64.73400115966797,72.04800415039062,62.94600296020508,73.93400573730469,61.91800308227539,60.34800338745117,70.29600524902344,52.85000228881836,71.4020004272461,51.96000289916992,67.33800506591797,40.09000015258789,67.26399993896484,39.87600326538086,62.53000259399414,69.23200225830078,74.82400512695312,65.2280044555664,69.05000305175781,59.5880012512207,73.156005859375,54.810001373291016,65.97400665283203,43.66200256347656,69.06000518798828,38.47200012207031,58.552001953125,26.562002182006836,54.04600143432617,22.32200050354004,34.62000274658203,17.368000030517578,29.022001266479492,14.606000900268555,11.19800090789795,68.19600677490234,63.302001953125,67.53400421142578,59.52000427246094,68.64600372314453,55.80600357055664,65.39600372314453,52.618003845214844,53.72600173950195,41.59000015258789,56.86600112915039,38.194000244140625,40.592002868652344,29.084001541137695,44.288002014160156,26.148000717163086,37.566001892089844,19.564001083374023,35.50400161743164,17.170000076293945,74.99600219726562,69.36000061035156,69.71600341796875,67.49200439453125,70.38800048828125,48.230003356933594,65.0300064086914,46.52000045776367,75.59000396728516,58.6140022277832,72.0300064086914,56.932003021240234,69.656005859375,44.30000305175781,65.56999969482422,44.586002349853516,60.814002990722656,17.41400146484375,56.22200393676758,71.9800033569336,65.70000457763672,68.84000396728516,61.28000259399414,62.570003509521484,53.048004150390625,56.250003814697266,45.070003509521484,41.156002044677734,28.036001205444336,65.62000274658203,62.022003173828125,50.72800064086914,47.46200180053711,39.8280029296875,36.78000259399414,37.5880012512207,35.02799987792969,31.190000534057617,28.610000610351562,71.64200592041016,67.2300033569336,61.04000473022461,19.552000045776367,55.704002380371094,47.03600311279297,42.25600051879883,32.294002532958984,30.04400062561035,14.208001136779785,14.720000267028809,67.5300064086914,64.01600646972656,59.37400436401367,55.224002838134766,44.75200271606445,41.07400131225586,26.648000717163086,24.442001342773438,10.008000373840332,9.492000579833984,57.80800247192383,44.8640022277832,20.650001525878906,14.998001098632812,10.188000679016113,56.97200393676758,53.134002685546875,50.208003997802734,45.57400131225586,42.32600021362305,38.810001373291016,25.14200210571289,23.046001434326172,10.304000854492188,65.74800109863281,62.29000473022461,55.380001068115234,51.78000259399414,41.21000289916992,38.060001373291016,21.16400146484375,19.05000114440918,10.696000099182129,10.116000175476074,57.400001525878906,56.954002380371094,46.070003509521484,37.8640022277832,46.61000061035156,40.42400360107422,34.62200164794922,29.700000762939453,29.974000930786133,23.91400146484375,73.79000091552734,71.43400573730469,66.01399993896484,62.0420036315918,61.276004791259766,51.94600296020508,43.23200225830078,44.30000305175781,34.96600341796875,33.07200241088867,66.85200500488281,63.89200210571289,60.98600387573242,58.388004302978516,42.3120002746582,40.676002502441406,31.450000762939453,30.424001693725586,20.760000228881836,19.838001251220703,76.89600372314453,53.73600387573242,44.35400390625,43.9900016784668,38.7140007019043,36.80800247192383,31.356000900268555,30.0260009765625,27.968000411987305,24.242000579833984,14.0,8.199999809265137,61.57999801635742,12.019999504089355,38.730001831054686,41.86920166015625,70.28880310058594,41.66240291595459,60.02160377502442,47.016402053833005,60.159203338623044,42.64360237121582,50.62680320739746,53.7452033996582,47.87880306243896,37.76040191650391,44.472002029418945,65.71360397338867,45.244003486633304,72.99040222167969,38.83960132598877,42.93520164489746,37.771202087402344,36.259202003479004,41.99080142974854,44.990801620483396,69.04640426635743,52.55880355834961,38.84960250854492,34.11960144042969,29.701601600646974,57.47160263061524,56.23280334472656,43.282401657104494,47.58360214233399,36.99040222167969,53.9176025390625,41.980401611328126,39.08760147094726,43.857601928710935,55.8556022644043,47.63217676113812,50.12553574244181,45.362381382992396,23.94999933242798
efficientnet-b0-autoaug,34.3145727557524,76.84000396728516,64.41999816894531,68.07200622558594,5.053333282470703,38.606666564941406,26.490991592407227,69.34174932371506,53.65193868349864,73.33999633789062,79.04000091552734,26.566001892089844,92.25999450683594,92.38999938964844,98.59722222222223,98.65800865800865,59.35960591133005,47.19211822660099,79.7280044555664,5.052000045776367,76.46800231933594,68.03600311279297,71.81600189208984,65.67000579833984,75.4520034790039,65.60400390625,70.62800598144531,62.910003662109375,73.9780044555664,63.94000244140625,60.95600128173828,68.8080062866211,58.2920036315918,71.26800537109375,54.564002990722656,65.2800064086914,50.862003326416016,67.32200622558594,45.96200180053711,60.176002502441406,69.64200592041016,71.46600341796875,63.952003479003906,63.83400344848633,60.99400329589844,67.19800567626953,54.426002502441406,57.36600112915039,43.314002990722656,57.230003356933594,37.48200225830078,42.93600082397461,23.61600112915039,28.64200210571289,20.57000160217285,13.784000396728516,14.622000694274902,5.00600004196167,13.26400089263916,1.9160001277923584,63.548004150390625,58.85400390625,66.21400451660156,55.50800323486328,62.952003479003906,47.980003356933594,63.33000183105469,46.93400192260742,49.50800323486328,31.652002334594727,53.4640007019043,32.454002380371094,38.12800216674805,20.1200008392334,41.77800369262695,20.602001190185547,29.522001266479492,12.212000846862793,34.43400192260742,11.94800090789795,75.95000457763672,70.37200164794922,69.31400299072266,66.78400421142578,75.19600677490234,49.48200225830078,68.6240005493164,45.452003479003906,75.47200012207031,59.19600296020508,70.86600494384766,55.05400085449219,69.45600128173828,39.34400177001953,64.30599975585938,38.3640022277832,61.63600158691406,10.75200080871582,55.14200210571289,69.23400115966797,60.798004150390625,65.41800689697266,55.21200180053711,58.862003326416016,45.958003997802734,53.36600112915039,38.28000259399414,37.32200241088867,21.21000099182129,62.346004486083984,57.73200225830078,44.10600280761719,39.1400032043457,31.922000885009766,27.314001083374023,29.918001174926758,25.102001190185547,23.266000747680664,18.8960018157959,70.46200561523438,65.49800109863281,53.868003845214844,12.302000999450684,49.7140007019043,37.152000427246094,34.62600326538086,24.8700008392334,23.248001098632812,11.272000312805176,8.522000312805176,67.66000366210938,62.092002868652344,60.160003662109375,52.7660026550293,47.71200180053711,36.996002197265625,30.57600212097168,18.756000518798828,12.628000259399414,5.002000331878662,55.788002014160156,40.0,12.660000801086426,7.6700005531311035,5.210000038146973,68.34000396728516,59.52000427246094,60.340003967285156,47.55800247192383,52.28200149536133,37.608001708984375,32.954002380371094,17.75,15.072000503540039,66.66600036621094,60.612003326416016,58.23600387573242,50.07200241088867,46.332000732421875,35.182003021240234,27.112001419067383,15.22800064086914,16.02400016784668,6.750000476837158,57.30600357055664,54.87200164794922,43.97200393676758,32.336002349853516,45.82400131225586,36.59600067138672,33.98200225830078,25.878002166748047,24.834001541137695,18.334001541137695,74.23600006103516,70.29000091552734,67.406005859375,61.27800369262695,62.82400131225586,51.14200210571289,55.590003967285156,46.63800048828125,45.48800277709961,33.09600067138672,68.10800170898438,62.086002349853516,64.35400390625,57.612003326416016,50.68800354003906,41.79800033569336,41.90800094604492,31.73600196838379,31.202001571655273,20.582000732421875,49.67400360107422,48.586002349853516,38.91800308227539,37.71200180053711,31.566001892089844,29.722002029418945,23.75400161743164,23.3700008392334,19.564001083374023,17.368000030517578,30.420000076293945,5.739999771118164,68.9000015258789,17.559999465942383,33.48920192718506,34.1636022567749,71.54200286865235,43.74720230102539,45.90840291976929,43.591202354431154,56.84040298461914,42.76280174255371,44.29160270690918,48.73160285949707,35.96720118522644,31.35160140991211,51.25200233459473,65.6504020690918,39.52480220794678,72.8976043701172,42.87400131225586,41.183602523803714,33.603201675415036,33.568801975250246,36.32160129547119,38.31160202026367,67.34160461425782,52.48880157470703,35.12240171432495,33.497601699829104,24.26560068130493,61.34680328369141,58.012403106689455,42.437602806091306,45.82920188903809,45.79760246276855,51.84400253295898,33.63680191040039,37.93880214691162,32.69520225524902,61.108802795410156,45.2711716126173,48.67733591397603,41.82871780646475,30.65500020980835
resnet50_lpf3,36.032191854812574,76.81800079345703,64.65999603271484,66.53400421142578,3.493333339691162,37.15999984741211,24.99754524230957,67.8990081154193,52.38954012623985,73.41999816894531,78.44999694824219,20.854000091552734,92.36000061035156,92.0199966430664,98.64583333333333,98.66666666666667,58.22660098522168,43.152709359605915,79.24800109863281,5.270000457763672,76.08000183105469,66.73200225830078,72.45800018310547,64.83000183105469,74.32400512695312,63.06200408935547,70.89200592041016,61.33400344848633,71.67000579833984,60.358001708984375,58.518001556396484,68.14800262451172,50.952003479003906,67.89200592041016,49.72200393676758,63.38200378417969,37.9640007019043,62.00200271606445,38.150001525878906,56.78000259399414,68.59200286865234,70.15800476074219,63.698001861572266,64.01200103759766,58.346004486083984,65.94000244140625,52.49800109863281,58.052001953125,40.814002990722656,57.406002044677734,35.57400131225586,46.342002868652344,23.328001022338867,36.63600158691406,20.400001525878906,21.6820011138916,15.054000854492188,15.43600082397461,13.204000473022461,6.038000106811523,62.01400375366211,63.2400016784668,66.56800079345703,59.21600341796875,63.48600387573242,55.958003997802734,63.33000183105469,52.18000411987305,38.022003173828125,40.862003326416016,52.75400161743164,37.44000244140625,23.268001556396484,28.18800163269043,36.00800323486328,25.250001907348633,24.384000778198242,17.270000457763672,26.332000732421875,16.634000778198242,70.39400482177734,70.5260009765625,65.6500015258789,67.34000396728516,66.61600494384766,49.926002502441406,61.96400451660156,46.900001525878906,73.69400024414062,50.17000198364258,70.22600555419922,51.95600128173828,63.04000473022461,31.970001220703125,58.87800216674805,37.37200164794922,49.96200180053711,8.838000297546387,45.874000549316406,66.86800384521484,60.05000305175781,62.52400207519531,53.93000411987305,55.32400131225586,45.07400131225586,49.428001403808594,38.060001373291016,33.96800231933594,22.010000228881836,61.436004638671875,59.21800231933594,44.07200241088867,42.45600128173828,32.05800247192383,31.170001983642578,30.23000144958496,29.156002044677734,23.59600067138672,22.8960018157959,72.8800048828125,67.39600372314453,60.630001068115234,13.844000816345215,55.71400451660156,43.816001892089844,41.19600296020508,27.854001998901367,28.128002166748047,11.87600040435791,12.802000999450684,63.87800216674805,61.01400375366211,53.87200164794922,49.8380012512207,37.96800231933594,32.152000427246094,19.748001098632812,15.26400089263916,5.086000442504883,4.568000316619873,54.99200439453125,40.49400329589844,17.312000274658203,12.182000160217285,8.302000045776367,50.130001068115234,48.130001068115234,43.98200225830078,38.58400344848633,36.50400161743164,31.422000885009766,18.154001235961914,15.61400032043457,5.210000038146973,62.246002197265625,59.288002014160156,50.336002349853516,45.35600280761719,35.35600280761719,29.216001510620117,14.558000564575195,12.016000747680664,5.6080002784729,5.818000316619873,51.8640022277832,53.71600341796875,37.16600036621094,31.056001663208008,38.682003021240234,34.07400131225586,26.536001205444336,23.424001693725586,19.350000381469727,16.400001525878906,73.18600463867188,71.16600036621094,63.41400146484375,60.30800247192383,58.30800247192383,49.952003479003906,38.39600372314453,41.60000228881836,29.898000717163086,30.030000686645508,63.73200225830078,61.24400329589844,57.314002990722656,54.3380012512207,38.5160026550293,33.12600326538086,28.02800178527832,22.95400047302246,17.34800148010254,13.610000610351562,76.81800079345703,53.9900016784668,46.89200210571289,44.316001892089844,40.406002044677734,36.50200271606445,33.25800323486328,30.250001907348633,29.020000457763672,24.554000854492188,12.884000778198242,7.2360005378723145,56.678001403808594,10.519999504089355,38.144002532958986,41.10360221862793,64.74120330810547,36.11040153503418,49.11520233154297,43.482401847839355,53.62240219116211,37.0544017791748,43.824802017211915,42.234802627563475,39.22520141601562,37.92240180969238,40.98760223388672,60.518402862548825,43.41120204925537,70.39360427856445,33.62080163955689,34.719601440429685,31.734001922607423,30.3388014793396,41.04720287322998,38.27840232849121,66.33200302124024,50.61120185852051,32.56720132827759,27.804001235961913,26.65640163421631,55.813602447509766,54.5108024597168,41.22680244445801,42.2860013961792,30.79600124359131,48.9984016418457,36.97920188903809,37.07480125427246,45.27880172729492,52.64040260314941,43.29728413361768,45.35446889135572,41.30661246651098,21.829500555992126
resnet50_lpf2,37.144863346656585,76.79400634765625,64.51000213623047,66.46000671386719,3.066666841506958,36.72333526611328,24.673309326171875,70.33363390441839,52.1190261496844,73.33000183105469,78.47000122070312,20.246000289916992,92.07999420166016,92.29000091552734,98.65277777777777,98.76190476190476,57.635467980295566,42.364532019704434,79.8080062866211,5.37600040435791,76.0300064086914,66.5780029296875,72.10600280761719,64.80400085449219,74.19200134277344,63.03200149536133,70.1760025024414,61.35200119018555,71.4800033569336,60.28600311279297,58.44200134277344,67.25,51.24800109863281,67.35000610351562,49.47800064086914,62.686004638671875,38.96000289916992,61.29600143432617,36.88600158691406,56.172000885009766,68.4020004272461,70.19400024414062,63.342002868652344,63.73200225830078,56.95600128173828,65.46400451660156,51.27000427246094,57.30400085449219,38.89600372314453,55.996002197265625,34.202003479003906,44.55400085449219,21.96200180053711,32.90999984741211,19.060001373291016,18.38800048828125,14.508000373840332,10.308000564575195,12.328001022338867,4.085999965667725,60.98400115966797,62.58400344848633,65.0040054321289,58.70600128173828,64.2560043334961,53.98800277709961,62.71800231933594,50.04600143432617,39.650001525878906,37.354000091552734,50.840003967285156,35.07200241088867,24.988000869750977,24.902000427246094,35.16200256347656,23.424001693725586,23.578001022338867,14.886000633239746,26.684001922607422,14.91200065612793,70.52799987792969,70.19000244140625,65.65399932861328,67.07400512695312,66.9260025024414,49.022003173828125,61.728004455566406,45.7920036315918,73.4280014038086,49.77400207519531,69.84200286865234,52.22600173950195,62.76000213623047,30.944002151489258,58.978004455566406,37.8380012512207,49.112003326416016,6.866000175476074,45.75600051879883,66.71600341796875,59.704002380371094,62.224002838134766,53.40800094604492,55.316001892089844,44.6400032043457,49.50200271606445,38.263999938964844,33.90800094604492,22.490001678466797,61.14200210571289,58.314002990722656,43.2400016784668,41.314002990722656,31.114002227783203,29.98200225830078,29.040000915527344,27.874000549316406,22.284000396728516,21.326000213623047,72.77799987792969,67.052001953125,59.634002685546875,13.570000648498535,53.928001403808594,40.40800094604492,38.12800216674805,24.93600082397461,25.974000930786133,10.042000770568848,11.814000129699707,62.970001220703125,60.948001861572266,51.48600387573242,49.832000732421875,33.04600143432617,32.836002349853516,13.806000709533691,16.272001266479492,2.940000057220459,5.044000148773193,55.44600296020508,41.25200271606445,17.020000457763672,11.542000770568848,7.890000343322754,50.70600128173828,49.57600402832031,41.19000244140625,39.2920036315918,31.28400230407715,30.93800163269043,12.608000755310059,15.118000984191895,3.0500001907348633,60.72600173950195,58.81200408935547,46.868003845214844,45.592002868652344,29.786001205444336,29.61600112915039,9.2160005569458,11.940000534057617,2.9680001735687256,5.426000118255615,51.37200164794922,52.888004302978516,35.182003021240234,29.492000579833984,37.60600280761719,33.1140022277832,25.286001205444336,22.064001083374023,17.96000099182129,15.642001152038574,73.31999969482422,70.97200012207031,63.73400115966797,59.85600280761719,58.548004150390625,48.23200225830078,35.513999938964844,39.018001556396484,27.312002182006836,26.536001205444336,62.432003021240234,60.63600158691406,54.97600173950195,53.678001403808594,33.470001220703125,32.518001556396484,22.20400047302246,22.34400177001953,12.284000396728516,13.318000793457031,76.79400634765625,52.2400016784668,44.63200378417969,42.182003021240234,38.28600311279297,34.67000198364258,31.036001205444336,28.494001388549805,26.73000144958496,22.636001586914062,12.064000129699707,7.520000457763672,54.150001525878906,9.920000076293945,36.43200149536133,38.7428014755249,64.55080184936523,32.84960145950318,46.97440147399902,43.30000247955322,53.53320236206055,36.49880142211914,43.701201629638675,42.691201782226564,37.61280088424682,36.04440193176269,37.07320137023926,60.39160232543945,41.55960102081299,70.06960372924804,29.912801504135132,33.48120193481445,30.64000186920166,30.27720174789429,39.379201316833495,37.36400146484375,65.67800216674804,48.92280158996582,32.98640127182007,28.06000213623047,26.63000144958496,56.0208023071289,54.19240112304688,40.14480152130127,41.359202003479005,27.76760139465332,48.0816032409668,35.76200180053711,36.04040260314942,43.49560317993164,51.6856014251709,42.2208429422134,43.848668514357676,40.55951760442634,20.913500547409058
resnet50_trained_on_SIN_and_IN_then_finetuned_on_IN,36.529113103597275,76.72000122070312,64.62999725341797,66.4260025024414,2.306666612625122,38.90333557128906,26.917409896850586,69.16140667267808,52.66005410279531,73.31999969482422,78.56999969482422,24.426000595092773,92.0199966430664,92.47000122070312,98.67361111111111,98.72727272727273,57.98029556650246,42.512315270935964,79.21600341796875,7.066000461578369,76.05000305175781,66.4000015258789,72.2040023803711,64.70800018310547,74.41400146484375,62.746002197265625,70.49400329589844,61.596004486083984,71.84000396728516,59.98200225830078,59.176002502441406,67.91000366210938,50.80600357055664,68.1520004272461,51.28600311279297,63.63600158691406,38.294002532958984,62.46600341796875,40.0420036315918,57.30400085449219,68.83399963378906,70.37200164794922,64.25800323486328,63.93000411987305,60.118003845214844,65.9260025024414,54.250003814697266,58.08200454711914,45.19000244140625,57.092002868652344,38.62800216674805,46.952003479003906,29.006000518798828,34.932003021240234,23.404001235961914,23.290000915527344,20.446001052856445,12.196001052856445,16.134000778198242,6.328000068664551,61.38200378417969,62.750003814697266,64.32200622558594,57.95600128173828,65.48400115966797,54.87000274658203,61.21400451660156,51.29600143432617,39.320003509521484,41.02000045776367,50.38200378417969,37.46000289916992,26.434001922607422,29.28400230407715,35.53600311279297,25.84800148010254,23.166000366210938,19.448001861572266,26.70600128173828,17.218000411987305,70.34400177001953,70.27799987792969,65.19600677490234,66.93400573730469,66.58200073242188,48.8640022277832,61.69400405883789,45.302001953125,73.85000610351562,56.71400451660156,70.01399993896484,55.262001037597656,63.50200271606445,41.05800247192383,59.34800338745117,42.89200210571289,50.470001220703125,15.142001152038574,46.884002685546875,67.02799987792969,59.906002044677734,62.538002014160156,53.952003479003906,55.47200393676758,44.900001525878906,49.798004150390625,37.89200210571289,35.72800064086914,22.014001846313477,62.592002868652344,59.37000274658203,44.9900016784668,42.730003356933594,32.61000061035156,31.554000854492188,30.4320011138916,29.59600067138672,24.062000274658203,23.106000900268555,72.49200439453125,66.66000366210938,60.05600357055664,18.556001663208008,54.262001037597656,44.62800216674805,40.71800231933594,30.578001022338867,29.016000747680664,13.722001075744629,14.018000602722168,64.3800048828125,61.96400451660156,54.05400085449219,51.84600067138672,36.2140007019043,34.44000244140625,17.696001052856445,18.086000442504883,5.26200008392334,6.466000080108643,54.87600326538086,41.368003845214844,18.160001754760742,13.122000694274902,9.206000328063965,55.840003967285156,51.340003967285156,45.3640022277832,41.76400375366211,34.694000244140625,33.522003173828125,15.732000350952148,17.142000198364258,5.5980000495910645,62.608001708984375,60.2920036315918,49.92000198364258,47.38200378417969,34.2140007019043,31.610000610351562,14.068000793457031,14.426000595092773,6.284000396728516,7.690000534057617,52.660003662109375,54.20000076293945,38.656002044677734,33.513999938964844,40.62600326538086,36.428001403808594,28.45400047302246,25.226001739501953,22.726001739501953,18.994001388549805,73.09600067138672,71.06600189208984,63.66400146484375,60.32400131225586,59.362003326416016,49.96000289916992,36.88800048828125,38.932003021240234,28.4580020904541,27.602001190185547,63.87000274658203,61.66400146484375,57.4900016784668,55.60200119018555,38.41600036621094,34.89200210571289,28.718000411987305,25.104001998901367,18.506000518798828,15.890000343322754,76.72000122070312,52.16200256347656,44.320003509521484,42.60400390625,38.092002868652344,35.070003509521484,30.998001098632812,28.756000518798828,27.080001831054688,22.976001739501953,13.994000434875488,7.972000598907471,57.018001556396484,12.119999885559082,37.95560150146484,41.474402236938474,64.94960250854493,35.52120151519775,48.10360221862793,45.789202499389646,54.11280212402344,38.63040142059326,43.73280220031738,43.1572021484375,39.7164026260376,36.313602447509766,41.40000114440918,60.627203369140624,44.29520244598389,70.58440246582032,33.41880111694336,36.62440223693848,33.67240104675293,32.28000183105469,40.93480167388916,38.9372013092041,66.30960235595703,49.57680206298828,34.560401630401614,30.166802310943602,27.346401977539063,55.64560241699219,55.361602783203125,44.718801498413086,46.41120204925537,31.445601367950438,47.63200378417969,37.27120170593262,39.33480224609375,43.44200210571289,52.29360160827637,43.96409433560493,45.91864636209276,41.95852849859941,22.77600061893463
resnet50_deepaugment,35.61088905692989,76.66200256347656,65.33000183105469,67.24200439453125,3.4800000190734863,42.16666793823242,29.50146484375,73.85031559963932,57.61947700631199,73.81999969482422,78.88999938964844,28.13800048828125,92.06999969482422,92.47999572753906,98.66666666666667,98.7878787878788,63.74384236453202,49.11330049261084,79.12000274658203,44.57200241088867,76.20800018310547,70.59600067138672,73.802001953125,68.30000305175781,74.89800262451172,67.94400024414062,72.4780044555664,65.47200012207031,72.92200469970703,65.7020034790039,63.230003356933594,70.1520004272461,54.98400115966797,70.07200622558594,52.38200378417969,66.7280044555664,37.486000061035156,65.9800033569336,35.204002380371094,62.16200256347656,72.25200653076172,71.86400604248047,69.54199981689453,68.20800018310547,65.72200012207031,68.29600524902344,62.36000442504883,63.518001556396484,51.7920036315918,61.37200164794922,47.564002990722656,54.16800308227539,32.80800247192383,42.48600387573242,28.64200210571289,30.516000747680664,22.00200080871582,18.474000930786133,18.964000701904297,9.596000671386719,75.0060043334961,70.41400146484375,73.61600494384766,67.01800537109375,74.93600463867188,64.81000518798828,73.43800354003906,61.55600357055664,72.11800384521484,51.5160026550293,70.25,49.560001373291016,62.570003509521484,39.358001708984375,60.22200393676758,37.518001556396484,36.22600173950195,27.5260009765625,44.08400344848633,25.566001892089844,71.44800567626953,71.10600280761719,68.35600280761719,70.37600708007812,67.56000518798828,48.560001373291016,65.052001953125,47.906002044677734,74.06600189208984,60.948001861572266,71.93800354003906,60.83000183105469,66.18600463867188,47.682003021240234,63.57600402832031,48.84800338745117,57.18000411987305,20.562000274658203,54.10200119018555,67.45600128173828,63.51200485229492,63.21800231933594,57.78600311279297,57.27800369262695,50.14600372314453,54.07200241088867,46.6400032043457,41.87800216674805,32.656002044677734,67.60800170898438,65.18000030517578,54.596004486083984,52.19600296020508,44.92000198364258,42.50400161743164,42.07400131225586,40.37800216674805,36.04199981689453,34.152000427246094,75.82000732421875,72.06400299072266,69.38200378417969,23.714000701904297,64.73600006103516,59.06200408935547,55.16400146484375,47.25600051879883,44.57400131225586,26.698001861572266,24.684001922607422,72.83200073242188,70.66400146484375,69.64200592041016,67.5300064086914,63.05800247192383,61.84800338745117,50.84600067138672,53.43000411987305,34.50400161743164,41.868003845214844,66.21200561523438,55.40800094604492,30.0260009765625,23.422000885009766,15.694001197814941,70.30599975585938,68.0320053100586,66.27400207519531,64.99400329589844,62.28400421142578,61.682003021240234,50.80000305175781,53.7920036315918,36.88800048828125,72.56400299072266,70.406005859375,68.79000091552734,66.7300033569336,61.67000198364258,61.092002868652344,45.0880012512207,50.540000915527344,33.17399978637695,42.27800369262695,59.750003814697266,59.55400466918945,49.3380012512207,43.59400177001953,47.55800247192383,43.48200225830078,38.5,34.10200119018555,33.70000076293945,27.8700008392334,73.96600341796875,72.46600341796875,67.4320068359375,63.81200408935547,65.71200561523438,56.506004333496094,43.410003662109375,43.65400314331055,34.42399978637695,32.3280029296875,73.37800598144531,71.21000671386719,71.73600006103516,69.3280029296875,64.35200500488281,62.60000228881836,57.138004302978516,57.53600311279297,47.05800247192383,50.380001068115234,54.68800354003906,57.03600311279297,44.974002838134766,46.7760009765625,37.72800064086914,38.94000244140625,29.774002075195312,31.548002243041992,25.84200096130371,24.68600082397461,23.750001907348633,7.734000205993652,67.75,19.34800148010254,48.24360275268555,50.72480239868164,67.28800430297852,58.17640228271485,52.498403549194336,50.3348030090332,56.78040237426758,62.21080322265625,50.14800338745117,64.17120361328125,45.20120124816894,39.79720191955566,62.73240356445312,64.60480270385742,55.643603515625,72.01600341796875,56.25720138549805,45.76920166015625,41.72040214538574,58.20920333862305,52.24440155029297,49.04800186157227,69.0644027709961,53.753203582763675,59.06800384521485,58.614403533935544,38.1524019241333,59.342401123046876,56.9176025390625,48.9152027130127,49.771601867675784,57.310401916503906,64.32200317382812,46.88200149536133,45.41440200805664,38.6012020111084,56.98880386352539,53.90559237064458,55.66862485673693,52.889623692161166,29.645500898361206
efficientnet-b0,33.2991249864967,76.52799987792969,63.64999771118164,65.34200286865234,4.453333377838135,34.616668701171875,22.562833786010742,68.07935076645627,55.18485121731289,73.05999755859375,78.11000061035156,23.25200080871582,92.06999969482422,92.25,98.43055555555556,98.6926406926407,57.88177339901478,44.679802955665025,78.52800750732422,2.9260001182556152,75.7020034790039,68.11000061035156,71.9020004272461,65.79600524902344,74.1300048828125,65.51800537109375,69.9780044555664,62.80400466918945,71.51000213623047,63.54600143432617,60.33200454711914,67.23400115966797,56.810001373291016,67.44200134277344,53.150001525878906,62.30000305175781,47.47600173950195,61.33400344848633,43.28600311279297,55.30800247192383,69.15400695800781,69.23600006103516,64.41799926757812,62.28400421142578,61.0780029296875,63.958003997802734,55.75200271606445,54.87400436401367,47.58000183105469,52.96000289916992,41.10000228881836,39.91600036621094,30.34800148010254,24.076000213623047,25.382001876831055,12.206000328063965,21.314001083374023,3.81600022315979,17.416000366210938,1.912000060081482,65.72600555419922,59.92400360107422,67.0979995727539,56.952003479003906,67.48800659179688,49.39600372314453,65.41400146484375,48.71200180053711,55.724002838134766,33.71200180053711,57.21000289916992,33.53000259399414,45.09800338745117,21.84400177001953,46.52400207519531,21.70800018310547,39.944000244140625,13.928000450134277,40.24800109863281,13.746000289916992,69.9260025024414,69.22600555419922,64.66400146484375,66.32600402832031,65.60000610351562,48.81800079345703,60.974002838134766,45.05600357055664,73.81200408935547,59.99200439453125,69.98400115966797,56.91200256347656,63.9900016784668,44.80400085449219,59.77800369262695,43.316001892089844,51.98800277709961,17.513999938964844,47.66400146484375,65.66200256347656,57.91400146484375,60.12800216674805,50.95000076293945,51.23600387573242,40.198001861572266,45.384002685546875,32.678001403808594,29.472002029418945,17.0939998626709,61.358001708984375,57.23600387573242,43.60200119018555,39.34400177001953,31.950000762939453,27.654001235961914,29.09400177001953,25.494001388549805,22.80000114440918,19.158000946044922,69.92000579833984,65.88999938964844,54.316001892089844,18.588001251220703,51.29600143432617,39.406002044677734,36.90999984741211,27.21200180053711,25.06800079345703,12.574000358581543,10.77400016784668,66.48400115966797,62.00400161743164,57.358001708984375,51.52800369262695,41.58000183105469,34.23400115966797,21.056001663208008,15.280000686645508,4.534000396728516,2.942000150680542,55.358001708984375,41.45600128173828,15.750000953674316,10.426000595092773,6.568000316619873,62.590003967285156,57.18400192260742,52.65400314331055,45.44000244140625,43.3280029296875,35.07200241088867,20.948001861572266,14.148000717163086,5.02400016784668,64.39400482177734,59.868003845214844,53.59600067138672,46.768001556396484,38.25800323486328,30.290000915527344,15.578001022338867,9.726000785827637,5.53000020980835,3.266000270843506,55.586002349853516,53.96200180053711,40.884002685546875,30.59200096130371,43.38800048828125,34.40999984741211,31.266000747680664,23.404001235961914,21.98600196838379,14.768000602722168,73.72600555419922,70.54400634765625,66.87200164794922,61.16200256347656,62.8180046081543,51.428001403808594,51.19000244140625,43.96200180053711,41.332000732421875,31.41400146484375,65.35200500488281,60.548004150390625,59.596004486083984,54.28200149536133,41.18800354003906,34.112003326416016,30.082000732421875,23.00200080871582,17.72800064086914,12.25200080871582,52.43000411987305,51.23400115966797,43.564002990722656,41.45600128173828,36.592002868652344,34.0780029296875,29.032001495361328,27.556001663208008,24.718000411987305,21.672000885009766,29.5,6.87999963760376,68.72000122070312,19.100000381469727,34.92960166931152,35.760802268981934,65.06320343017578,38.202401351928714,42.80920147895813,46.03960266113281,50.37640266418457,36.839202117919925,39.766801071166995,54.79600372314453,34.23840186595917,35.199201583862305,42.78920288085938,60.61280212402344,40.68560237884522,70.02360305786132,35.47120199203491,38.62200164794922,31.427200889587404,29.98360147476196,37.987600326538086,37.76080131530762,65.34440231323242,51.702002716064456,33.19760146141052,30.95400152206421,25.911600971221922,60.29200210571289,57.073603820800784,45.89480285644531,48.07080230712891,36.90880241394043,55.29880142211914,33.77720184326172,40.81360130310058,37.267202377319336,59.18760299682617,43.837755899551595,46.66564684708913,41.110359639870495,31.050000309944153
resnet50-vtab-rotation,39.32699578697202,76.50200653076172,63.91999816894531,66.24400329589844,4.119999885559082,,23.054100036621094,66.45626690712353,49.14337240757439,73.05999755859375,78.31999969482422,18.486000061035156,92.16999816894531,,98.43055555555556,98.51948051948052,55.86206896551724,40.591133004926114,79.61600494384766,6.072000503540039,75.9780044555664,66.74200439453125,72.28600311279297,65.53400421142578,74.26399993896484,63.5160026550293,70.51600646972656,62.25400161743164,71.69400024414062,60.67000198364258,60.15200424194336,67.71600341796875,51.24800109863281,67.80000305175781,52.05000305175781,63.070003509521484,37.742000579833984,62.112003326416016,39.89800262451172,56.346004486083984,68.24400329589844,69.65800476074219,64.32200622558594,63.5780029296875,58.68000411987305,64.81200408935547,53.73600387573242,56.80800247192383,40.518001556396484,54.96000289916992,35.86800003051758,43.7660026550293,21.770000457763672,31.158000946044922,18.916000366210938,18.18000030517578,12.926000595092773,9.606000900268555,11.742000579833984,4.4120001792907715,59.84400177001953,60.070003509521484,66.47200012207031,58.64600372314453,64.156005859375,51.13200378417969,64.27200317382812,51.92000198364258,38.68400192260742,36.86000061035156,53.172000885009766,37.28200149536133,21.09000015258789,24.308000564575195,34.104000091552734,25.226001739501953,15.212000846862793,15.282000541687012,24.244001388549805,16.29800033569336,70.19800567626953,67.70000457763672,65.95600128173828,66.30400085449219,66.4020004272461,45.27000045776367,61.906002044677734,43.534000396728516,73.58000183105469,51.68600082397461,70.10600280761719,51.85200119018555,63.768001556396484,34.75800323486328,59.302001953125,38.18400192260742,49.552001953125,10.74000072479248,46.290000915527344,65.9000015258789,58.85400390625,60.42400360107422,52.182003021240234,52.682003021240234,42.74800109863281,46.23400115966797,35.08000183105469,30.60000228881836,18.860000610351562,61.37000274658203,58.44400405883789,42.37000274658203,40.37600326538086,30.020002365112305,28.43600082397461,27.50400161743164,26.362001419067383,21.02400016784668,20.132001876831055,69.64200592041016,66.54800415039062,55.38600158691406,13.974000930786133,54.7760009765625,41.3900032043457,42.02400207519531,28.690000534057617,29.532001495361328,12.224000930786133,12.962000846862793,64.26200103759766,61.61600112915039,53.65200424194336,50.27000427246094,35.34800338745117,32.954002380371094,17.124000549316406,16.66400146484375,4.738000392913818,5.688000202178955,52.8640022277832,38.16200256347656,15.254000663757324,10.69800090789795,7.148000240325928,50.15800094604492,50.77400207519531,40.736000061035156,39.71800231933594,31.00400161743164,30.860000610351562,14.012001037597656,15.444001197814941,4.468000411987305,62.46600341796875,60.07600402832031,49.2760009765625,46.518001556396484,32.314002990722656,30.59400177001953,12.170001029968262,13.236001014709473,4.686000347137451,6.502000331878662,51.958003997802734,53.038002014160156,37.202003479003906,30.090002059936523,37.61000061035156,31.698001861572266,25.184001922607422,20.168001174926758,18.82200050354004,14.340001106262207,73.10800170898438,71.00200653076172,63.12000274658203,60.006004333496094,58.1140022277832,48.61600112915039,34.49800109863281,38.160003662109375,26.126001358032227,25.976001739501953,63.57200241088867,61.71600341796875,56.42400360107422,55.150001525878906,34.26000213623047,34.332000732421875,23.054000854492188,23.810001373291016,13.390000343322754,14.60200023651123,48.64600372314453,50.49400329589844,38.928001403808594,39.67400360107422,32.996002197265625,32.38800048828125,25.874000549316406,26.184001922607422,22.314001083374023,20.54400062561035,,,,,37.87440185546875,37.53040180206299,64.70000228881835,35.024801921844485,46.03880271911621,42.769601058959964,51.16800231933594,37.92200145721436,41.54480209350586,39.79720211029053,37.34880170822144,33.856801986694336,38.14000186920166,60.71200180053711,41.46640243530273,70.36960220336914,32.182401752471925,34.155202102661136,29.86680164337158,31.385201740264893,41.168401908874515,36.457601928710936,65.98680419921875,48.7520034790039,33.43840188980103,28.57360134124756,24.825201320648194,55.983602142333986,55.977603149414065,40.427602005004886,42.030801963806155,28.075600814819335,48.45280113220215,34.75000228881836,36.91680221557617,33.75160179138184,50.99320182800293,41.92679173396184,43.23849088880752,40.63800201416016,
BiT-M-R101x1-nonfinetuned,25.229556011666848,76.24600219726562,64.9000015258789,64.13999938964844,22.280000686645508,30.39000129699707,18.483366012573242,74.39134355275023,59.87376014427412,73.30999755859375,78.20999908447266,11.67400074005127,92.93000030517578,93.19999694824219,98.92361111111111,98.8138528138528,57.98029556650246,49.21182266009852,79.04000091552734,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
cafferesnet101,32.575348385005945,76.20000457763672,64.13999938964844,65.72600555419922,2.6533334255218506,37.72333526611328,25.21173667907715,68.98106402164112,52.93056807935077,72.72999572753906,78.02999877929688,23.350000381469727,91.93999481201172,92.19999694824219,98.52083333333333,98.77056277056278,58.17733990147783,44.285714285714285,78.76800537109375,6.568000316619873,75.6760025024414,67.5040054321289,73.0320053100586,66.6259994506836,74.13600158691406,64.42000579833984,71.5320053100586,63.76400375366211,71.59200286865234,61.90800476074219,61.46600341796875,68.85000610351562,52.97600173950195,67.82400512695312,53.0160026550293,64.29800415039062,40.28000259399414,62.022003173828125,40.906002044677734,57.84400177001953,67.30599975585938,69.31800079345703,65.17200469970703,65.04199981689453,58.12800216674805,64.43400573730469,55.720001220703125,59.0260009765625,43.00800323486328,55.21600341796875,39.99800109863281,47.320003509521484,26.75800132751465,32.294002532958984,24.18000030517578,22.0260009765625,18.086000442504883,11.132000923156738,16.41400146484375,5.688000202178955,68.42200469970703,63.47600173950195,68.21200561523438,60.698001861572266,68.58800506591797,56.702003479003906,65.94800567626953,54.294002532958984,53.302001953125,43.45600128173828,57.676002502441406,40.0620002746582,37.802001953125,31.61600112915039,44.39600372314453,28.634000778198242,35.25800323486328,21.95800018310547,35.86600112915039,19.222000122070312,70.05000305175781,68.10800170898438,66.7300033569336,67.16600036621094,65.74000549316406,44.018001556396484,62.20000457763672,43.58400344848633,73.24600219726562,58.44200134277344,70.77799987792969,57.87800216674805,62.94000244140625,43.8380012512207,59.85600280761719,45.836002349853516,49.3640022277832,18.692001342773438,46.73800277709961,65.2280044555664,61.00200271606445,59.974002838134766,54.74200439453125,51.61600112915039,45.29600143432617,45.28600311279297,38.444000244140625,29.20400047302246,22.00200080871582,62.0880012512207,60.7920036315918,44.24400329589844,44.04600143432617,32.14200210571289,32.23400115966797,29.84800148010254,30.448001861572266,23.064001083374023,23.770000457763672,71.68600463867188,67.76600646972656,61.756004333496094,21.634000778198242,57.156002044677734,49.496002197265625,44.332000732421875,37.34000015258789,31.692001342773438,18.652000427246094,14.024001121520996,65.29800415039062,63.19400405883789,55.42000198364258,52.12600326538086,38.71800231933594,34.96600341796875,19.606000900268555,18.064001083374023,5.5360002517700195,6.156000137329102,57.16800308227539,43.3640022277832,18.11400032043457,12.794000625610352,8.818000793457031,56.802001953125,53.15400314331055,47.560001373291016,42.68400192260742,37.81800079345703,33.8380012512207,18.166000366210938,17.036001205444336,5.810000419616699,64.12000274658203,61.656002044677734,52.13600158691406,48.7140007019043,36.784000396728516,32.612003326416016,15.580000877380371,14.428000450134277,6.464000225067139,7.112000465393066,51.18000411987305,53.85600280761719,36.43600082397461,30.888002395629883,38.42000198364258,33.652000427246094,25.31800079345703,21.726001739501953,20.0,16.47800064086914,73.01399993896484,71.8280029296875,63.93400192260742,61.552001953125,59.19400405883789,50.71000289916992,38.35200119018555,41.2400016784668,29.334001541137695,29.07600212097168,65.69800567626953,63.71000289916992,59.60200119018555,57.50400161743164,40.730003356933594,37.284000396728516,30.02800178527832,26.756000518798828,19.25,16.68400001525879,76.20000457763672,53.978004455566406,44.000003814697266,43.91800308227539,38.358001708984375,37.02400207519531,31.262001037597656,30.59400177001953,27.91200065612793,24.59600067138672,17.490001678466797,8.386000633239746,61.959999084472656,14.319999694824219,40.5820011138916,43.4416015625,64.26800308227538,36.915601921081546,46.47880268096924,47.21960182189942,50.2616024017334,40.38760108947754,44.29720191955566,52.67440338134766,39.82040109634399,38.022002410888675,43.061602401733396,61.26040267944336,47.78600234985352,70.25000305175782,35.01680116653442,34.27080154418945,31.32000160217285,32.90440139770508,42.99400234222412,38.27720184326172,67.1112045288086,50.88120231628418,34.90120239257813,30.656001567840576,28.05160140991211,57.41760406494141,57.155602264404294,42.65720138549805,46.61960144042969,33.231200981140134,54.419603729248045,38.258001708984374,40.2968017578125,43.54640235900879,52.76560173034668,44.83474062650632,46.60777996381124,43.18625469207764,25.539000272750854
resnet152-imagenet11k,45.489899535486664,76.18400573730469,66.12999725341797,70.3080062866211,18.946666717529297,38.996665954589844,27.93727684020996,77.99819657348964,61.40667267808837,74.80999755859375,79.72999572753906,25.316001892089844,93.13999938964844,93.54999542236328,98.90972222222221,98.7012987012987,64.97536945812807,50.837438423645324,80.7040023803711,3.204000234603882,75.79199981689453,71.24000549316406,75.156005859375,70.33800506591797,74.80000305175781,68.3080062866211,74.1820068359375,67.60400390625,72.92000579833984,65.656005859375,64.89400482177734,72.15800476074219,54.052001953125,69.97200012207031,53.99200439453125,69.04000091552734,37.262001037597656,65.5040054321289,35.64200210571289,64.37000274658203,71.51600646972656,71.90800476074219,70.44200134277344,70.31000518798828,65.28400421142578,68.47000122070312,63.43000411987305,66.43600463867188,53.426002502441406,61.85600280761719,50.03600311279297,57.87600326538086,37.99800109863281,42.76000213623047,33.952003479003906,33.43000030517578,28.85000228881836,14.890000343322754,24.724000930786133,7.696000576019287,65.14200592041016,69.74800109863281,69.41400146484375,66.91800689697266,69.25200653076172,64.60400390625,67.52000427246094,61.79000473022461,50.4900016784668,52.43000411987305,58.03600311279297,49.02000045776367,36.268001556396484,39.70600128173828,42.444000244140625,36.034000396728516,31.698001861572266,27.580001831054688,30.124000549316406,25.168001174926758,72.82400512695312,72.22600555419922,70.95000457763672,71.9540023803711,70.57600402832031,49.80400085449219,68.0320053100586,51.16400146484375,73.7800064086914,56.95000457763672,73.71200561523438,59.09400177001953,66.91800689697266,38.24400329589844,66.52799987792969,45.0160026550293,56.19200134277344,8.8100004196167,56.10400390625,68.19800567626953,66.83800506591797,63.96400451660156,62.276004791259766,57.63600158691406,55.0780029296875,54.022003173828125,49.27800369262695,41.69000244140625,33.354000091552734,65.3080062866211,64.75,49.00800323486328,49.454002380371094,37.268001556396484,38.08400344848633,34.73400115966797,35.55400085449219,28.35000228881836,28.830001831054688,75.32200622558594,72.35200500488281,68.19400024414062,16.11600112915039,64.34400177001953,58.45000457763672,53.26400375366211,46.496002197265625,41.17400360107422,23.80000114440918,21.84000015258789,62.63600158691406,66.52400207519531,49.07200241088867,54.544002532958984,27.290000915527344,34.87800216674805,9.44800090789795,15.166000366210938,1.8840000629425049,3.688000202178955,61.33000183105469,47.88200378417969,19.466001510620117,12.818000793457031,7.886000156402588,44.02000045776367,43.84600067138672,33.1400032043457,32.402000427246094,22.692001342773438,25.39000129699707,6.956000328063965,11.226000785827637,1.5440000295639038,61.69600296020508,64.44200134277344,46.39400100708008,50.496002197265625,27.256000518798828,32.0160026550293,7.832000255584717,11.392000198364258,2.5320000648498535,4.8560004234313965,55.78000259399414,61.19200134277344,45.27800369262695,42.79800033569336,45.90400314331055,45.608001708984375,35.570003509521484,34.704002380371094,30.382001876831055,27.6200008392334,73.10800170898438,74.17400360107422,64.31600189208984,65.29600524902344,60.30800247192383,56.58000183105469,39.518001556396484,44.410003662109375,30.266000747680664,31.322002410888672,64.1760025024414,64.81000518798828,57.052001953125,58.08000183105469,35.20000076293945,35.40800094604492,23.54800033569336,23.48200035095215,13.168000221252441,13.218000411987305,76.18400573730469,57.840003967285156,48.022003173828125,47.2400016784668,40.742000579833984,38.854000091552734,32.82600021362305,31.79400062561035,27.756000518798828,24.898000717163086,26.9580020904541,12.794000625610352,61.49200439453125,21.31999969482422,47.786002731323244,50.813602447509766,68.0580047607422,30.066001176834106,51.97680225372314,48.668801879882814,57.102003479003905,38.99960174560547,53.364803314208984,50.570003509521484,47.149602794647215,40.12520141601563,38.62880115509033,67.06520385742188,54.452402877807614,71.79760284423828,29.14200096130371,42.58280296325684,42.38440132141113,32.6404013633728,50.59480285644531,42.93360290527344,70.98120422363282,54.35640335083008,34.96000146865845,23.21360068321228,29.87640161514282,59.30360412597656,58.49400405883789,51.41480331420898,45.206802940368654,21.670401072502138,53.50760192871094,43.33440170288086,48.516802597045896,45.10600204467774,53.50320167541504,47.33260768193465,48.018247028191894,46.63259183733087,30.64100170135498
resnet50_aws_baseline,35.39483634006697,76.13800048828125,63.62999725341797,64.71000671386719,2.386666774749756,35.16666793823242,23.268291473388672,68.53020739404869,50.225428313796215,72.3699951171875,77.38999938964844,19.23400115966797,91.8499984741211,92.08999633789062,98.63194444444444,98.67532467532467,56.748768472906406,41.82266009852217,78.36800384521484,3.514000177383423,76.13800048828125,76.13800048828125,71.3280029296875,63.83000183105469,73.29400634765625,62.25400161743164,69.11000061035156,60.66400146484375,70.20600128173828,59.6660041809082,58.03400421142578,65.8479995727539,50.970001220703125,65.8280029296875,50.25800323486328,60.83200454711914,38.87200164794922,59.37400436401367,39.28600311279297,53.746002197265625,67.0780029296875,76.13800048828125,62.50400161743164,61.5680046081543,56.05000305175781,62.566001892089844,51.138004302978516,54.802001953125,38.93000030517578,51.6140022277832,35.01000213623047,41.39800262451172,23.000001907348633,27.84600067138672,20.84200096130371,15.964000701904297,15.558000564575195,8.190000534057617,14.444000244140625,3.582000255584717,76.13800048828125,61.388004302978516,63.54600143432617,56.954002380371094,61.77800369262695,53.388004302978516,61.182003021240234,49.32600402832031,38.5780029296875,38.55000305175781,49.46200180053711,34.762001037597656,26.586000442504883,26.416000366210938,35.93000030517578,22.95400047302246,25.952001571655273,17.046001434326172,28.09200096130371,14.768000602722168,76.13800048828125,69.27200317382812,63.970001220703125,65.8800048828125,65.01000213623047,47.496002197265625,60.20600128173828,44.118003845214844,72.31600189208984,52.30800247192383,68.64400482177734,51.638004302978516,60.40200424194336,35.56800079345703,56.720001220703125,38.55800247192383,45.582000732421875,12.28600025177002,43.30400085449219,76.13800048828125,57.43800354003906,59.47600173950195,51.11600112915039,51.97800064086914,41.678001403808594,46.7920036315918,35.16800308227539,31.798002243041992,19.948001861572266,76.13800048828125,57.428001403808594,40.95000076293945,39.862003326416016,28.91200065612793,28.838001251220703,26.718000411987305,26.748001098632812,20.392000198364258,20.56800079345703,76.13800048828125,65.51399993896484,58.73400115966797,14.668000221252441,52.79600143432617,44.0260009765625,38.61600112915039,30.59400177001953,26.904001235961914,13.022000312805176,12.156000137329102,76.13800048828125,59.51000213623047,51.07400131225586,47.7140007019043,32.86800003051758,29.808000564575195,14.7160005569458,13.78800106048584,2.9820001125335693,3.4840002059936523,53.65400314331055,39.03000259399414,16.756000518798828,12.268000602722168,8.380000114440918,76.13800048828125,46.284000396728516,40.746002197265625,36.676002502441406,30.73200225830078,28.238000869750977,12.254000663757324,12.236001014709473,2.7400002479553223,76.13800048828125,58.19000244140625,47.880001068115234,44.402000427246094,31.22800064086914,27.80000114440918,10.830000877380371,10.380000114440918,3.9680001735687256,4.636000156402588,47.77800369262695,50.7400016784668,32.47600173950195,27.98200225830078,34.23200225830078,30.84200096130371,21.814001083374023,20.562000274658203,15.714000701904297,14.074000358581543,76.13800048828125,70.03800201416016,59.67400360107422,57.90200424194336,53.362003326416016,45.60000228881836,32.1879997253418,36.62800216674805,24.694000244140625,25.012001037597656,76.13800048828125,60.53600311279297,57.14800262451172,54.346004486083984,37.342002868652344,33.474002838134766,26.168001174926758,22.75800132751465,15.496000289916992,13.29800033569336,76.13800048828125,51.93400192260742,43.3120002746582,42.32400131225586,37.926002502441406,35.064002990722656,30.918001174926758,28.876001358032227,27.424001693725586,23.242000579833984,12.442000389099121,7.872000217437744,54.862003326416016,10.668000221252441,35.752801704406735,39.35760269165039,63.88960189819336,35.55560050010681,45.27080116271973,42.97240314483643,53.23640174865723,36.882402420043945,41.06960220336914,45.80640182495117,35.46280202865601,36.28800163269043,42.45840148925781,58.56880187988281,44.502800941467285,68.96800308227539,34.00880064964294,30.4028018951416,28.840001106262207,29.081600856781005,39.197200775146484,38.622000503540036,64.17280197143555,47.03600234985352,30.86080093383789,25.38960099220276,26.01760139465332,57.58000183105469,54.41440277099609,40.12320175170898,43.38600177764893,32.52200117111206,47.6424015045166,34.68880157470703,36.78760185241699,43.14360122680664,49.21120147705078,42.131150476749134,44.89140153461032,39.532928057720774,21.46100103855133
resnet50,35.75132332289079,76.1300048828125,63.209999084472656,64.72600555419922,0.0,36.173336029052734,24.091651916503906,67.53832281334536,52.479711451758334,72.29000091552734,77.72999572753906,20.48200035095215,91.86000061035156,92.1199951171875,98.54166666666667,98.60606060606061,57.04433497536946,43.84236453201971,78.86400604248047,4.62600040435791,75.36600494384766,65.8479995727539,71.39200592041016,63.83400344848633,73.68400573730469,62.048004150390625,69.6780014038086,60.49800109863281,70.90400695800781,58.77800369262695,57.40800094604492,66.8759994506836,47.48800277709961,66.83600616455078,47.28000259399414,62.30800247192383,31.746002197265625,61.096004486083984,33.182003021240234,55.702003479003906,67.09200286865234,69.56000518798828,62.37600326538086,62.07600402832031,57.01000213623047,64.6760025024414,51.46800231933594,54.98200225830078,40.84600067138672,55.10600280761719,34.672000885009766,41.742000579833984,24.3960018157959,30.864002227783203,19.876001358032227,16.73400115966797,16.522001266479492,9.9660005569458,13.370000839233398,4.216000080108643,60.09800338745117,61.40400314331055,63.33000183105469,56.518001556396484,65.48400115966797,53.30600357055664,60.83200454711914,48.87000274658203,38.682003021240234,38.38600158691406,48.71200180053711,34.04600143432617,24.280000686645508,26.48000144958496,32.29199981689453,23.084001541137695,19.634000778198242,17.22800064086914,22.604001998901367,15.064001083374023,69.54400634765625,76.1300048828125,64.30000305175781,65.89400482177734,65.406005859375,47.12800216674805,60.46400451660156,44.36600112915039,72.63800048828125,53.78600311279297,68.74200439453125,52.570003509521484,61.906002044677734,37.16200256347656,57.43800354003906,39.0880012512207,48.3900032043457,12.248000144958496,44.4640007019043,66.63400268554688,59.31200408935547,62.19400405883789,53.05800247192383,55.23400115966797,44.130001068115234,49.900001525878906,37.84400177001953,35.25400161743164,22.696001052856445,61.06200408935547,58.172000885009766,42.586002349853516,40.53000259399414,30.23000144958496,29.244001388549805,27.720001220703125,27.266000747680664,21.200000762939453,20.644001007080078,71.59000396728516,65.48400115966797,59.00800323486328,14.768000602722168,52.25400161743164,43.242000579833984,37.1140022277832,28.674001693725586,25.560001373291016,12.802000999450684,12.0260009765625,61.63200378417969,59.428001403808594,49.650001525878906,47.32200241088867,31.240001678466797,29.834001541137695,13.0260009765625,14.53600025177002,2.55400013923645,4.466000080108643,52.83000183105469,38.66400146484375,15.988000869750977,11.580000877380371,8.336000442504883,51.3640022277832,47.04600143432617,40.410003662109375,37.75600051879883,29.274002075195312,29.762001037597656,10.244000434875488,13.758000373840332,2.2900002002716064,59.44200134277344,57.130001068115234,45.47200393676758,42.79600143432617,28.582000732421875,27.148000717163086,9.062000274658203,10.832000732421875,3.242000102996826,5.072000026702881,50.298004150390625,51.94400405883789,35.858001708984375,30.286001205444336,37.16600036621094,32.59600067138672,24.98400115966797,21.91200065612793,18.672000885009766,15.938000679016113,72.18000030517578,69.96600341796875,62.246002197265625,58.006004333496094,57.21800231933594,45.41600036621094,34.316001892089844,36.37000274658203,25.816001892089844,23.656002044677734,61.29600143432617,59.362003326416016,54.41800308227539,52.5420036315918,34.55000305175781,32.32200241088867,23.920001983642578,22.564001083374023,13.998001098632812,13.774001121520996,76.1300048828125,52.19000244140625,43.29600143432617,42.67400360107422,37.37600326538086,35.022003173828125,29.976001739501953,28.81800079345703,26.306001663208008,22.87200164794922,11.42400074005127,6.318000316619873,55.790000915527344,10.559999465942383,35.51640167236328,39.36080207824707,63.576803588867186,31.620401620864868,46.03440265655517,43.33720226287842,53.84320220947266,36.1128023147583,43.408002090454104,41.63560180664062,35.95000162124634,36.31520233154297,37.63640213012695,59.0816032409668,43.06320209503174,69.57720565795898,29.160001277923584,33.39560165405273,30.535201454162596,28.59560079574585,38.48760147094727,36.55960197448731,65.19120254516602,46.68280258178711,31.117201137542725,26.58960075378418,25.479601097106933,53.181602478027344,52.44040222167969,41.17320175170899,45.290802574157716,26.716401720046996,45.55400199890137,35.17120132446289,36.35240173339844,42.6168025970459,50.355201721191406,41.5877764652937,43.59984675513373,39.57463340257344,21.023000359535217
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resnet50_deepaugment_augmix,35.15717835151777,75.82200622558594,63.53999710083008,65.89800262451172,3.880000114440918,46.77000045776367,32.6180534362793,73.3092876465284,60.41478809738503,72.72999572753906,78.5199966430664,35.926002502441406,91.72999572753906,91.95999908447266,98.47222222222223,98.65800865800865,64.63054187192118,51.6256157635468,78.32000732421875,37.12000274658203,75.29000091552734,70.68000030517578,73.60600280761719,68.24400329589844,74.09600067138672,68.37200164794922,72.38600158691406,65.88200378417969,72.18600463867188,66.61400604248047,63.910003662109375,70.41200256347656,60.30400466918945,69.28400421142578,58.130001068115234,67.35600280761719,51.39400100708008,65.71200561523438,50.37200164794922,63.36600112915039,74.03800201416016,73.69000244140625,71.86000061035156,70.98600006103516,71.98400115966797,72.25,69.08600616455078,68.68800354003906,66.97600555419922,69.35400390625,62.32200241088867,64.32600402832031,56.130001068115234,61.41400146484375,48.50600051879883,50.19200134277344,45.35200119018555,46.0880012512207,36.05400085449219,25.500001907348633,74.48800659179688,72.75,73.13200378417969,69.67200469970703,74.56000518798828,70.56999969482422,72.84000396728516,66.79199981689453,71.79800415039062,63.96800231933594,69.93600463867188,58.6660041809082,65.71800231933594,55.12600326538086,64.0780029296875,48.022003173828125,55.538002014160156,42.4900016784668,56.5780029296875,34.552001953125,70.89800262451172,70.75200653076172,69.14400482177734,70.42200469970703,66.91800689697266,48.50200271606445,65.16600036621094,48.55000305175781,73.24200439453125,64.77000427246094,71.85600280761719,63.750003814697266,66.85200500488281,53.86600112915039,64.96600341796875,53.590003967285156,60.686004638671875,29.566001892089844,57.836002349853516,68.09200286865234,65.72000122070312,64.31999969482422,61.428001403808594,59.070003509521484,55.20000076293945,55.762001037597656,51.85000228881836,44.3280029296875,38.676002502441406,68.21800231933594,66.61800384521484,57.478004455566406,56.064002990722656,49.156002044677734,47.46000289916992,46.98800277709961,45.724002838134766,41.54600143432617,40.20000076293945,74.99800109863281,72.552001953125,72.01800537109375,29.928001403808594,68.33800506591797,67.18000030517578,61.67400360107422,60.368003845214844,53.118003845214844,41.84400177001953,31.76000213623047,71.67400360107422,69.63800048828125,68.5300064086914,65.47600555419922,63.09400177001953,58.336002349853516,54.772003173828125,48.798004150390625,42.176002502441406,34.68600082397461,68.31400299072266,60.73600387573242,38.130001068115234,31.57400131225586,23.21000099182129,69.96600341796875,67.8800048828125,66.60200500488281,63.096004486083984,63.47600173950195,58.73600387573242,55.2660026550293,49.000003814697266,44.60200119018555,71.51800537109375,69.44000244140625,67.95800018310547,64.7300033569336,62.68400192260742,58.288002014160156,53.12800216674805,47.25800323486328,46.314002990722656,39.06800079345703,63.840003967285156,63.89800262451172,54.61000442504883,50.624000549316406,52.56800079345703,50.090003967285156,41.97600173950195,39.37000274658203,37.44200134277344,34.406002044677734,73.5300064086914,72.74800109863281,68.64600372314453,65.82200622558594,67.98200225830078,60.53600311279297,54.20000076293945,50.5260009765625,45.73800277709961,39.0880012512207,72.52200317382812,70.63200378417969,70.83200073242188,68.40800476074219,64.57400512695312,61.130001068115234,59.868003845214844,55.74200439453125,53.94000244140625,48.72800064086914,63.03400421142578,64.3740005493164,55.7660026550293,57.2660026550293,51.45000076293945,51.84800338745117,42.922000885009766,44.05600357055664,38.95000076293945,35.316001892089844,31.692001342773438,6.624000549316406,70.3800048828125,26.23400115966797,55.540802764892575,60.98080139160156,67.71920471191406,60.04920349121094,64.55920181274413,53.24800338745117,58.31440200805664,60.9280029296875,54.57480163574219,68.42040405273437,55.93840217590332,50.57200241088867,64.34720306396484,65.79360275268554,63.281602478027345,71.31360321044922,60.32040252685547,50.08720245361328,47.67760238647461,55.75680236816406,57.4884033203125,52.67720260620117,69.42520217895508,57.74400253295899,55.386802673339844,55.16640396118164,44.39280204772949,63.472802734375,61.30760269165039,62.896002197265624,53.49120330810547,59.98240280151367,67.31280364990235,51.21320266723633,57.5656021118164,50.42440185546875,62.019203186035156,58.28752065805288,60.797580549452036,56.685939507735405,33.73250198364258
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densenet169,35.36782975045911,75.60000610351562,63.54999923706055,65.79400634765625,3.2133333683013916,39.63333511352539,27.302560806274414,70.24346257889991,53.11091073038774,72.22000122070312,77.90999603271484,24.518001556396484,91.72999572753906,91.97999572753906,98.39583333333334,98.51082251082252,59.162561576354676,44.63054187192118,79.00800323486328,9.53600025177002,75.52200317382812,67.01399993896484,72.23600006103516,65.656005859375,74.57200622558594,63.52000427246094,71.2560043334961,62.50400161743164,72.95800018310547,60.89200210571289,59.92400360107422,69.34200286865234,52.060001373291016,70.29400634765625,51.67000198364258,66.1500015258789,39.87600326538086,66.22600555419922,39.95600128173828,61.44600296020508,68.27000427246094,74.29199981689453,63.96600341796875,68.94800567626953,58.63200378417969,72.86800384521484,53.28000259399414,66.11600494384766,41.31800079345703,69.29800415039062,34.7660026550293,59.37600326538086,23.066001892089844,56.346004486083984,18.398000717163086,37.25800323486328,14.35400104522705,32.40400314331055,11.794000625610352,12.24000072479248,64.71600341796875,62.276004791259766,66.37000274658203,58.724002838134766,67.06600189208984,54.60000228881836,64.24600219726562,51.384002685546875,47.182003021240234,39.89600372314453,54.55400085449219,37.0420036315918,34.85600280761719,27.488000869750977,41.14600372314453,25.404001235961914,35.16800308227539,18.04400062561035,32.37600326538086,16.718000411987305,74.00800323486328,68.02200317382812,69.5780029296875,66.48600006103516,69.38400268554688,46.814002990722656,64.44600677490234,44.67400360107422,74.1300048828125,55.68400192260742,71.0780029296875,54.86000442504883,68.08800506591797,40.720001220703125,63.92200469970703,41.99400329589844,58.32400131225586,14.756000518798828,53.922000885009766,71.49000549316406,65.89600372314453,68.64800262451172,61.74400329589844,62.53600311279297,53.660003662109375,56.676002502441406,46.33400344848633,42.45800018310547,30.00800132751465,64.61800384521484,61.35400390625,49.95000076293945,46.72800064086914,38.98200225830078,36.230003356933594,36.724002838134766,34.448001861572266,30.25400161743164,27.804000854492188,70.8080062866211,66.5,60.08000183105469,16.947999954223633,54.53600311279297,44.72600173950195,40.768001556396484,28.428001403808594,28.31800079345703,10.666000366210938,13.43600082397461,66.01800537109375,62.548004150390625,58.380001068115234,53.93400192260742,45.74400329589844,40.112003326416016,29.472002029418945,24.496000289916992,11.942000389099121,9.660000801086426,55.842002868652344,42.27400207519531,18.802000045776367,13.542000770568848,9.164000511169434,55.25200271606445,50.89400100708008,48.96000289916992,41.93000030517578,42.11600112915039,35.290000915527344,26.378002166748047,20.942001342773438,12.238000869750977,65.6240005493164,61.98200225830078,56.814002990722656,51.720001220703125,44.21800231933594,38.45000076293945,24.336000442504883,19.748001098632812,13.040000915527344,10.056000709533691,57.54600143432617,56.25800323486328,46.05600357055664,36.540000915527344,46.44600296020508,38.88600158691406,33.71800231933594,26.940000534057617,30.23200225830078,22.418001174926758,72.88800048828125,71.14000701904297,64.69200134277344,61.55000305175781,60.086002349853516,51.53600311279297,38.15800094604492,41.12800216674805,30.852001190185547,29.288002014160156,66.91600036621094,63.80000305175781,62.388004302978516,58.64800262451172,45.75200271606445,41.65800094604492,35.522003173828125,31.580001831054688,23.768001556396484,20.392000198364258,75.60000610351562,52.406002044677734,41.69200134277344,41.97600173950195,36.38600158691406,35.09600067138672,28.89200210571289,28.340002059936523,25.57200050354004,22.490001678466797,12.119999885559082,8.800000190734863,54.97999954223633,11.279999732971191,37.85440216064453,40.460802459716795,68.7868034362793,42.311202430725096,61.041603088378906,44.99240226745606,60.361602783203125,43.21560173034668,51.52840309143066,49.797602844238284,48.787603569030765,36.061601638793945,46.8692024230957,64.58920364379883,42.941602325439455,71.914404296875,40.80640144348145,42.79960250854492,36.20840148925781,36.391201210021975,40.71160125732422,44.1056022644043,68.08600234985352,50.92840347290039,38.1500020980835,31.718400764465333,27.92480125427246,56.67240219116211,55.942002868652345,41.12800235748291,45.19920196533203,36.98880195617676,51.73840255737305,41.312802124023435,36.440802001953124,41.62840232849121,53.335201263427734,46.66775625179975,49.28602468702528,44.346423239456975,21.794999837875366
resnet50-vtab,32.34309171437831,75.54199981689453,63.5099983215332,64.44600677490234,1.6266666650772095,,25.335535049438477,68.98106402164112,52.29936880072137,72.33999633789062,77.30999755859375,21.59400177001953,91.48999786376953,,98.47222222222223,,58.76847290640394,43.5960591133005,78.56000518798828,6.8560004234313965,75.26800537109375,66.63600158691406,72.35000610351562,65.0040054321289,74.31800079345703,63.48200225830078,71.20800018310547,62.20000457763672,72.56999969482422,61.048004150390625,59.728004455566406,68.82200622558594,51.89600372314453,69.45800018310547,51.35600280761719,65.04400634765625,38.37200164794922,64.43000030517578,38.996002197265625,59.108001708984375,66.09600067138672,69.56600189208984,62.67200469970703,64.26200103759766,55.41400146484375,64.80599975585938,51.31200408935547,57.836002349853516,38.172000885009766,55.12600326538086,34.13800048828125,44.8120002746582,21.27800178527832,30.404001235961914,18.5260009765625,18.23400115966797,13.464000701904297,9.676000595092773,11.890000343322754,4.064000129699707,66.85400390625,60.35400390625,66.77400207519531,56.99400329589844,66.73600006103516,52.768001556396484,64.7820053100586,49.242000579833984,47.77800369262695,37.362003326416016,55.224002838134766,33.7400016784668,31.304000854492188,24.990001678466797,39.3900032043457,22.106000900268555,27.246002197265625,16.312000274658203,29.536001205444336,14.566000938415527,74.39400482177734,67.3280029296875,70.48200225830078,66.08399963378906,69.53800201416016,45.27400207519531,65.3080062866211,43.762001037597656,74.64800262451172,53.88200378417969,71.60600280761719,53.39800262451172,69.37800598144531,38.47800064086914,64.8479995727539,40.36600112915039,59.12400436401367,13.65000057220459,54.07400131225586,66.60000610351562,61.30000305175781,61.842002868652344,55.16800308227539,54.346004486083984,45.60600280761719,48.58400344848633,39.10200119018555,34.16400146484375,23.556001663208008,63.56200408935547,60.64800262451172,46.71600341796875,44.39600372314453,34.72800064086914,33.05800247192383,32.66800308227539,30.782001495361328,25.990001678466797,24.34400177001953,70.43600463867188,65.56800079345703,58.24400329589844,16.12200164794922,52.768001556396484,44.65800094604492,38.62000274658203,31.28400230407715,26.59200096130371,13.340001106262207,12.094000816345215,63.79000473022461,60.310001373291016,54.108001708984375,50.21600341796875,38.2660026550293,34.9640007019043,20.772001266479492,19.09600067138672,6.948000431060791,6.6620001792907715,53.978004455566406,39.75800323486328,16.676000595092773,11.648000717163086,7.836000442504883,52.724002838134766,48.99800109863281,44.5880012512207,39.80600357055664,35.89800262451172,32.522003173828125,18.282001495361328,16.996000289916992,6.548000335693359,62.6660041809082,59.294002532958984,50.678001403808594,47.25800323486328,36.070003509521484,32.99800109863281,16.240001678466797,14.9660005569458,7.6060004234313965,7.390000343322754,53.46000289916992,54.452003479003906,41.858001708984375,34.12600326538086,43.19600296020508,36.862003326416016,32.36800003051758,26.310001373291016,28.214000701904297,21.354000091552734,71.82600402832031,70.60000610351562,62.060001373291016,59.842002868652344,57.06200408935547,48.32200241088867,34.63600158691406,38.25,26.654001235961914,26.256000518798828,64.8080062866211,61.89800262451172,58.91200256347656,55.72200393676758,39.73800277709961,36.90400314331055,29.420001983642578,27.014001846313477,18.946001052856445,17.128000259399414,49.660003662109375,51.80800247192383,40.534000396728516,41.59800338745117,34.3120002746582,33.802001953125,27.266000747680664,27.55000114440918,23.84200096130371,21.59200096130371,,,,,35.32960147857666,38.3572021484375,69.41640396118164,36.776802158355714,45.915601348876955,43.94640121459961,53.10720367431641,39.733202362060545,44.946402359008786,47.983602142333986,37.84160099029541,35.27000198364258,42.36480293273926,65.26360244750977,43.59240245819092,71.20880126953125,34.65200223922729,39.81920166015625,34.620802307128905,32.381201553344724,39.128401374816896,40.73280258178711,67.30640411376953,48.6540023803711,34.24960126876831,29.035601711273195,25.979201889038087,56.28680267333984,55.45680389404297,38.88480110168457,43.722402000427245,31.608001708984375,51.14120292663574,38.64560241699219,35.7076021194458,35.12280120849609,50.44760246276856,43.60708946325841,45.555513318379724,41.82301267322742,
resnet50_with_brightness_aws,33.57999351841849,75.2820053100586,62.709999084472656,63.24800109863281,2.0399999618530273,36.643333435058594,24.79317855834961,68.62037871956717,50.13525698827773,71.38999938964844,76.75999450683594,20.84800148010254,91.05999755859375,91.37999725341797,98.45833333333334,98.7878787878788,58.3743842364532,42.5615763546798,77.31200408935547,9.648000717163086,75.2820053100586,75.2820053100586,71.44800567626953,63.474002838134766,75.09000396728516,62.182003021240234,71.05599975585938,60.454002380371094,74.87000274658203,60.07400131225586,58.22600173950195,70.06999969482422,52.47200393676758,74.33200073242188,51.518001556396484,68.57400512695312,42.336002349853516,73.5840072631836,42.65800094604492,66.24000549316406,66.61199951171875,75.2820053100586,62.10600280761719,62.41400146484375,57.00400161743164,65.1300048828125,50.93600082397461,55.836002349853516,40.544002532958984,56.380001068115234,33.582000732421875,43.64800262451172,23.768001556396484,36.23800277709961,18.976001739501953,21.48400115966797,15.972001075744629,16.68800163269043,12.586000442504883,7.278000354766846,75.2820053100586,60.9160041809082,63.846004486083984,56.28000259399414,62.96600341796875,53.006004333496094,61.87400436401367,49.4160041809082,44.124000549316406,38.33400344848633,51.470001220703125,34.46800231933594,31.476001739501953,26.554000854492188,37.650001525878906,23.302001953125,24.992000579833984,17.36600112915039,30.102001190185547,15.308000564575195,75.2820053100586,68.052001953125,62.98800277709961,65.00200653076172,63.73400115966797,45.38800048828125,59.00200271606445,42.46200180053711,72.6780014038086,53.47200393676758,68.46800231933594,51.996002197265625,63.77800369262695,37.09600067138672,58.14600372314453,38.768001556396484,53.332000732421875,12.418000221252441,47.000003814697266,75.2820053100586,57.45000457763672,60.070003509521484,50.44600296020508,52.288002014160156,40.564002990722656,46.64200210571289,34.034000396728516,31.266000747680664,18.030000686645508,75.2820053100586,59.17200469970703,43.37600326538086,42.48400115966797,31.556001663208008,31.124000549316406,28.82600212097168,28.59400177001953,22.338001251220703,22.308000564575195,75.2820053100586,64.61400604248047,58.02800369262695,15.3100004196167,52.362003326416016,44.820003509521484,39.12000274658203,32.36600112915039,27.702001571655273,15.594000816345215,13.300000190734863,75.2820053100586,59.708003997802734,52.97800064086914,50.566001892089844,37.996002197265625,37.320003509521484,21.06800079345703,23.450000762939453,7.850000381469727,10.320000648498535,53.93600082397461,40.652000427246094,18.086000442504883,13.420001029968262,9.676000595092773,75.2820053100586,49.64800262451172,42.82400131225586,41.71800231933594,33.932003021240234,34.87800216674805,17.1820011138916,20.404001235961914,6.9200005531311035,75.2820053100586,57.90800094604492,50.39600372314453,47.48400115966797,35.82400131225586,35.42000198364258,16.32000160217285,18.674001693725586,7.962000370025635,10.570000648498535,49.07200241088867,52.000003814697266,35.84000015258789,30.672000885009766,37.43000030517578,33.5880012512207,26.692001342773438,23.362001419067383,22.91400146484375,18.50200080871582,75.2820053100586,69.62200164794922,61.156002044677734,58.39400100708008,56.15400314331055,46.61600112915039,35.15999984741211,37.68000030517578,27.34600067138672,26.07400131225586,75.2820053100586,59.772003173828125,57.810001373291016,54.28200149536133,41.52000045776367,39.384002685546875,32.04600143432617,31.1460018157959,21.334001541137695,22.00200080871582,75.2820053100586,50.928001403808594,41.84000015258789,41.21800231933594,36.130001068115234,33.85200119018555,29.126001358032227,27.39000129699707,25.674001693725586,21.678001403808594,13.500000953674316,7.728000164031982,58.540000915527344,11.346000671386719,35.7548023223877,39.23520278930664,65.7608024597168,39.03480186462402,49.943603134155275,42.70760250091553,53.109602737426755,41.31720199584961,40.1048023223877,47.768002319335935,38.13200159072876,35.013201522827146,45.59840202331543,59.12080307006836,45.21800289154053,74.63160400390625,37.15680246353149,34.389601135253905,31.624801635742188,34.01120128631592,39.41960277557373,40.27560272216797,69.47760314941407,47.67720108032226,36.27280216217041,31.25920181274414,27.154000663757323,58.46920318603516,55.26600189208985,40.7800012588501,43.285201454162596,35.22800226211548,48.98840255737305,36.73640174865723,35.6372013092041,41.6104019165039,51.01960220336914,43.90475084109185,46.80635793473986,41.35130723150153,22.77850067615509
resnet50_swav,30.031327643945122,75.26800537109375,62.21999740600586,72.05400085449219,5.519999980926514,30.206666946411133,18.927471160888672,71.5058611361587,54.73399458972047,71.26000213623047,77.00999450683594,15.586000442504883,91.4000015258789,91.30999755859375,98.64583333333333,98.51948051948052,57.536945812807886,44.285714285714285,76.96000671386719,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_with_spatter_aws,33.36394080155558,75.21000671386719,62.619998931884766,62.9900016784668,2.2133333683013916,34.47666931152344,21.94187355041504,68.25969341749324,50.94679891794409,72.04999542236328,77.02999877929688,19.858001708984375,91.32999420166016,91.70999908447266,98.50694444444444,98.74458874458874,58.86699507389162,43.99014778325123,77.68000030517578,5.11400032043457,75.21000671386719,75.21000671386719,70.73400115966797,63.368003845214844,72.38600158691406,61.62000274658203,68.57600402832031,59.83200454711914,69.15400695800781,58.66200256347656,56.94000244140625,64.86199951171875,48.5160026550293,64.4280014038086,46.18600082397461,59.36600112915039,33.7140007019043,57.4160041809082,30.43600082397461,51.608001708984375,66.1760025024414,75.21000671386719,62.400001525878906,60.768001556396484,55.6660041809082,60.746002197265625,51.40400314331055,53.14600372314453,38.980003356933594,48.98200225830078,34.134002685546875,38.63199996948242,23.21200180053711,23.09200096130371,19.23200035095215,13.440000534057617,15.434000968933105,5.986000061035156,12.902000427246094,3.014000177383423,75.21000671386719,61.208003997802734,65.02400207519531,57.302001953125,50.76000213623047,54.02800369262695,63.0680046081543,50.53400421142578,28.170001983642578,39.492000579833984,49.660003662109375,36.272003173828125,14.10200023651123,27.39200210571289,30.910001754760742,24.93600082397461,14.35400104522705,17.900001525878906,20.176000595092773,16.4060001373291,75.21000671386719,68.3479995727539,63.16400146484375,65.58000183105469,63.14200210571289,47.566001892089844,58.28400421142578,44.62200164794922,71.60800170898438,58.7660026550293,67.71200561523438,56.60400390625,59.130001068115234,43.63800048828125,55.204002380371094,44.46000289916992,44.18800354003906,16.29800033569336,41.820003509521484,75.21000671386719,55.660003662109375,56.5780029296875,48.21600341796875,48.16400146484375,38.01000213623047,43.25400161743164,31.968002319335938,29.014001846313477,17.576000213623047,75.21000671386719,57.820003509521484,42.5880012512207,41.2140007019043,30.05000114440918,29.8700008392334,27.488000869750977,27.840002059936523,21.136001586914062,21.404001235961914,75.21000671386719,65.34400177001953,59.4900016784668,20.126001358032227,53.62000274658203,46.86000061035156,40.362003326416016,34.59400177001953,28.900001525878906,17.670000076293945,13.920001029968262,75.21000671386719,59.698001861572266,46.018001556396484,48.5420036315918,26.20600128173828,31.922000885009766,10.182000160217285,15.61400032043457,2.31600022315979,5.082000255584717,57.066001892089844,45.59800338745117,21.95600128173828,16.402000427246094,11.53600025177002,75.21000671386719,53.94400405883789,36.53000259399414,41.20800018310547,26.040000915527344,31.93600082397461,8.450000762939453,14.452000617980957,2.122000217437744,75.21000671386719,58.64400100708008,43.60600280761719,46.0420036315918,26.158000946044922,30.89000129699707,7.9760003089904785,13.140000343322754,2.742000102996826,6.410000324249268,54.90200424194336,53.6400032043457,40.44600296020508,31.75400161743164,42.58400344848633,34.27400207519531,30.240001678466797,22.928001403808594,21.058000564575195,16.40999984741211,75.21000671386719,70.63800048828125,74.87800598144531,65.74400329589844,74.44800567626953,58.54600143432617,74.4800033569336,44.93000030517578,73.99400329589844,35.40999984741211,75.21000671386719,60.78000259399414,54.0420036315918,54.94200134277344,34.47600173950195,36.62600326538086,24.156002044677734,26.312002182006836,13.97800064086914,16.780000686645508,75.21000671386719,52.794002532958984,42.842002868652344,43.31800079345703,36.604000091552734,35.50600051879883,29.50200080871582,29.14200210571289,25.694002151489258,23.07400131225586,13.468000411987305,7.826000213623047,57.64600372314453,10.846000671386719,37.09000205993652,40.00400238037109,62.65560302734375,31.986401987075805,42.80320243835449,46.27840232849121,50.44400291442871,39.08800201416015,38.28600234985352,36.519202423095706,33.80000119209289,36.76680145263672,40.37240295410156,57.236803436279295,46.76480216979981,67.71880416870117,31.13840217590332,37.84600257873535,31.801201629638673,31.025201320648193,40.42920207977295,39.294402313232425,63.02920150756836,55.05360107421875,32.171601390838624,29.3308012008667,30.511601448059082,55.544403076171875,51.35240249633789,39.893602561950686,46.92320098876953,29.670402240753173,45.7676025390625,35.629601669311526,36.01440162658692,41.970402526855466,74.60200500488281,42.81183810600867,45.34173599614038,40.56118077980845,22.4465012550354
densenet121_lpf3,35.06535594685103,75.14400482177734,62.47999954223633,63.62200164794922,2.813333511352539,36.116668701171875,23.68684959411621,69.25157799819658,52.02885482416592,71.83999633789062,77.0999984741211,19.634000778198242,91.15999603271484,91.91999816894531,98.44444444444444,98.58874458874459,56.79802955665024,41.083743842364534,77.61600494384766,2.1740000247955322,74.37000274658203,64.83399963378906,70.52400207519531,62.772003173828125,72.61800384521484,61.526004791259766,68.68000030517578,59.4160041809082,69.99600219726562,58.9900016784668,56.888004302978516,65.70800018310547,50.61600112915039,65.98400115966797,48.836002349853516,61.11000442504883,38.71600341796875,60.156002044677734,36.85200119018555,54.21800231933594,66.37200164794922,68.06800079345703,60.92000198364258,60.362003326416016,55.80400085449219,62.68400192260742,48.452003479003906,52.87200164794922,38.67000198364258,52.29600143432617,31.080001831054688,38.34400177001953,21.588001251220703,27.442001342773438,16.630001068115234,13.03600025177002,14.086000442504883,7.270000457763672,10.986000061035156,2.820000171661377,61.936004638671875,60.54600143432617,62.62800216674805,55.704002380371094,66.02000427246094,52.08000183105469,60.496002197265625,47.70600128173828,47.458003997802734,36.19000244140625,49.86600112915039,31.946001052856445,34.7660026550293,23.1820011138916,37.93000030517578,20.18600082397461,33.78000259399414,13.808000564575195,31.36800193786621,12.394001007080078,68.71800231933594,68.19000244140625,63.71400451660156,64.79199981689453,64.32400512695312,45.5420036315918,59.30800247192383,42.43600082397461,71.93800354003906,49.868003845214844,68.24000549316406,49.64800262451172,60.7400016784668,34.316001892089844,56.518001556396484,37.09800338745117,47.402000427246094,10.868000984191895,43.24400329589844,64.59600067138672,56.926002502441406,59.40200424194336,50.172000885009766,52.04600143432617,41.23200225830078,47.592002868652344,36.09800338745117,33.62600326538086,22.214000701904297,60.01400375366211,57.28400421142578,41.832000732421875,40.452003479003906,29.588001251220703,29.064001083374023,27.410001754760742,27.166000366210938,20.916000366210938,20.88800048828125,70.94400024414062,64.86199951171875,58.07200241088867,14.488000869750977,51.35000228881836,41.3280029296875,36.314002990722656,25.492000579833984,23.492000579833984,8.718000411987305,9.794000625610352,60.19400405883789,58.08000183105469,48.63200378417969,45.092002868652344,30.330001831054688,26.628002166748047,11.806000709533691,10.756000518798828,2.1019999980926514,2.248000144958496,51.45000076293945,37.624000549316406,16.520000457763672,12.132000923156738,8.260000228881836,48.902000427246094,43.810001373291016,37.730003356933594,32.086002349853516,27.554000854492188,23.06800079345703,9.838000297546387,8.826000213623047,2.194000005722046,57.958003997802734,55.57200241088867,43.68000030517578,40.09400177001953,27.64200210571289,23.852001190185547,8.600000381469727,8.064000129699707,2.6620001792907715,2.892000198364258,50.59800338745117,50.98400115966797,35.630001068115234,28.856000900268555,37.198001861572266,31.34600067138672,25.052001953125,21.07400131225586,18.648000717163086,14.896000862121582,71.0,69.14000701904297,60.66800308227539,57.27000427246094,55.842002868652344,46.04800033569336,35.608001708984375,36.80000305175781,27.202001571655273,25.106000900268555,59.7920036315918,58.31200408935547,52.316001892089844,50.46000289916992,31.930002212524414,28.80000114440918,21.940000534057617,19.220001220703125,12.370000839233398,10.950000762939453,75.14400482177734,50.522003173828125,42.54600143432617,40.72200012207031,36.422000885009766,33.03600311279297,29.106000900268555,26.898000717163086,25.512001037597656,21.304000854492188,10.319999694824219,6.639999866485596,54.55999755859375,8.5,33.587201309204104,37.16120147705078,62.624402618408205,30.612802076339722,43.55200119018555,41.6924015045166,51.45240249633789,33.54840202331543,41.32840194702148,48.7920036315918,33.48680143356323,34.49640159606933,35.66960182189941,58.204803466796875,40.910801315307616,68.62480239868164,28.108401393890382,33.42520179748535,29.431200981140137,26.094801139831542,37.16240119934082,35.95200157165527,64.04800186157226,46.872803115844725,28.56080150604248,21.99280095100403,25.197200584411622,54.93640213012695,52.95280303955078,39.30400123596191,41.756802558898926,25.24360098838806,48.45760154724121,34.97080192565918,33.61360168457031,41.7460018157959,50.064001846313474,40.48440178479903,42.77424635357326,38.19469646403663,20.00499927997589
densenet121_lpf5,35.848547045479094,75.02799987792969,62.82999801635742,63.07600402832031,3.18666672706604,37.003334045410156,24.54557991027832,67.71866546438233,50.13525698827773,71.7699966430664,77.18999481201172,19.722000122070312,91.41999816894531,91.54999542236328,98.55555555555556,98.60606060606061,56.30541871921182,41.477832512315274,77.23200225830078,5.87600040435791,74.37200164794922,65.15399932861328,70.82400512695312,63.46200180053711,72.5580062866211,61.644004821777344,69.05400085449219,60.272003173828125,69.91200256347656,59.31200408935547,57.702003479003906,66.23200225830078,50.78400421142578,65.88600158691406,49.458003997802734,61.42400360107422,38.954002380371094,60.314002990722656,37.61800003051758,54.88600158691406,66.86400604248047,68.71600341796875,61.3180046081543,62.24400329589844,56.75200271606445,64.38400268554688,49.85400390625,56.220001220703125,40.07600021362305,55.7660026550293,32.59000015258789,44.19200134277344,22.70800018310547,34.5780029296875,17.586000442504883,19.586000442504883,14.712000846862793,13.244000434875488,11.43600082397461,5.078000068664551,63.86000442504883,59.95600128173828,64.14800262451172,55.58400344848633,66.80000305175781,51.750003814697266,62.60400390625,47.5260009765625,48.73200225830078,35.33400344848633,51.7920036315918,30.588001251220703,37.198001861572266,22.218000411987305,40.81800079345703,18.95600128173828,37.1140022277832,13.160000801086426,35.650001525878906,11.486001014709473,68.37000274658203,68.39800262451172,63.92400360107422,65.34400177001953,63.80400466918945,47.2400016784668,59.44400405883789,44.46200180053711,72.03400421142578,49.25800323486328,68.60000610351562,49.676002502441406,62.12800216674805,33.1400032043457,57.52400207519531,36.560001373291016,49.67400360107422,10.730000495910645,45.31800079345703,66.28800201416016,59.39200210571289,62.202003479003906,53.790000915527344,55.73800277709961,44.94600296020508,50.41400146484375,38.50600051879883,35.45600128173828,22.750001907348633,60.27400207519531,57.00200271606445,43.422000885009766,40.480003356933594,31.720001220703125,29.50200080871582,29.886001586914062,27.628002166748047,23.45400047302246,21.536001205444336,70.85000610351562,65.04400634765625,57.52000427246094,13.622000694274902,51.176002502441406,40.35200119018555,35.53200149536133,25.238000869750977,22.43600082397461,9.074000358581543,8.580000877380371,60.00400161743164,57.814002990722656,50.224002838134766,46.72800064086914,35.54800033569336,31.334001541137695,17.56599998474121,16.928001403808594,3.808000087738037,5.3480000495910645,51.25400161743164,36.57200241088867,16.046001434326172,11.76400089263916,8.178000450134277,50.28000259399414,46.7400016784668,42.086002349853516,36.97600173950195,34.13800048828125,29.75800132751465,16.04800033569336,16.056001663208008,3.9800002574920654,58.27400207519531,56.246002197265625,47.00200271606445,43.552001953125,33.24800109863281,29.762001037597656,12.994000434875488,13.544000625610352,4.682000160217285,6.398000240325928,50.55000305175781,51.208003997802734,36.49800109863281,29.876001358032227,37.80000305175781,32.61600112915039,26.18600082397461,21.57400131225586,19.45400047302246,15.418001174926758,70.77000427246094,69.33600616455078,60.60600280761719,57.176002502441406,56.06800079345703,46.34400177001953,32.672000885009766,36.54600143432617,25.07200050354004,24.966001510620117,60.80000305175781,58.77400207519531,54.62800216674805,52.176002502441406,37.48800277709961,33.62000274658203,28.09400177001953,24.498001098632812,17.296001434326172,15.974000930786133,75.02799987792969,51.432003021240234,43.582000732421875,41.592002868652344,37.678001403808594,34.150001525878906,30.264001846313477,27.98200225830078,26.830001831054688,22.030000686645508,11.59999942779541,7.21999979019165,55.97999954223633,9.699999809265137,32.82800159454346,36.48360195159912,63.202003479003906,33.430000972747806,47.33760242462158,41.93280162811279,54.01960220336914,37.00840187072754,43.87680168151856,50.74080276489258,37.46400127410889,35.437202072143556,39.66120223999023,58.96200332641602,40.60680255889893,68.60840301513672,31.24000129699707,34.0976016998291,30.138401794433594,29.900401210784914,36.553602409362796,37.75120124816895,64.48400268554687,46.8736026763916,31.63040132522583,27.081201362609864,24.762801361083984,55.169602966308595,53.70240249633789,40.222402000427245,41.753202247619626,29.306401205062866,51.00240249633789,35.22960205078125,34.55680198669434,42.676401138305664,49.03760185241699,41.83505842869099,44.185802070299786,39.65393880542957,21.12499964237213
densenet121_lpf2,36.07000108026359,75.0260009765625,63.1099967956543,63.50200271606445,2.746666669845581,36.41666793823242,24.349075317382812,69.52209197475203,51.21731289449954,72.29000091552734,77.45999908447266,19.952001571655273,90.98999786376953,91.43999481201172,98.39583333333334,98.62337662337663,58.128078817733986,42.463054187192114,77.93600463867188,3.628000259399414,74.48400115966797,64.56800079345703,70.8800048828125,62.87000274658203,72.77000427246094,61.038002014160156,68.9320068359375,59.46000289916992,70.0300064086914,58.62200164794922,56.77800369262695,65.75200653076172,50.00400161743164,65.69600677490234,48.25400161743164,60.94000244140625,36.432003021240234,59.380001068115234,35.43000030517578,53.98400115966797,66.2040023803711,68.59600067138672,61.61600112915039,62.24400329589844,55.25800323486328,63.974002838134766,49.73800277709961,55.93600082397461,38.85600280761719,55.29600143432617,32.96800231933594,43.552001953125,22.850000381469727,33.97200012207031,18.784000396728516,19.27800178527832,15.296000480651855,13.36400032043457,12.11400032043457,4.746000289916992,64.66200256347656,60.96800231933594,64.89600372314453,56.65800094604492,64.18600463867188,52.98200225830078,61.698001861572266,48.96200180053711,44.512001037597656,38.17400360107422,51.202003479003906,33.93600082397461,30.384000778198242,25.8700008392334,37.290000915527344,22.358001708984375,29.898000717163086,16.77400016784668,28.95600128173828,14.166000366210938,68.44200134277344,68.66600036621094,64.02400207519531,65.51800537109375,64.32400512695312,46.630001068115234,60.224002838134766,44.12200164794922,71.98800659179688,49.46000289916992,68.44600677490234,50.29600143432617,61.35400390625,32.93000030517578,57.682003021240234,36.82200241088867,48.69400405883789,10.068000793457031,45.496002197265625,65.81400299072266,59.12200164794922,61.23600387573242,52.932003021240234,54.40800094604492,44.01000213623047,48.6660041809082,37.342002868652344,33.290000915527344,21.966001510620117,60.84400177001953,57.50800323486328,43.48600387573242,40.70800018310547,31.792001724243164,29.268001556396484,29.382001876831055,27.264001846313477,23.190000534057617,21.174001693725586,70.99200439453125,65.38999938964844,58.58000183105469,13.256000518798828,52.66200256347656,43.492000579833984,38.66400146484375,28.75400161743164,27.022001266479492,11.656000137329102,11.62600040435791,61.16200256347656,58.842002868652344,49.702003479003906,46.134002685546875,31.374000549316406,27.512001037597656,13.534000396728516,11.938000679016113,3.184000253677368,3.4820001125335693,52.5160026550293,38.55400085449219,16.304000854492188,11.49000072479248,8.182000160217285,47.4640007019043,44.91600036621094,36.46000289916992,33.092002868652344,26.520000457763672,24.644001007080078,10.072000503540039,10.684000968933105,2.75600004196167,59.092002868652344,56.59400177001953,45.80400085449219,41.80000305175781,29.23200225830078,25.41400146484375,9.834000587463379,9.622000694274902,3.6680002212524414,4.458000183105469,49.7760009765625,51.79600143432617,36.07600021362305,29.224000930786133,36.91600036621094,32.46600341796875,25.514001846313477,21.308000564575195,18.29400062561035,14.664000511169434,71.05599975585938,69.82600402832031,60.650001525878906,58.340003967285156,55.43800354003906,47.208003997802734,35.57400131225586,38.320003509521484,26.264001846313477,25.202001571655273,61.19200134277344,59.16200256347656,54.39200210571289,51.958003997802734,34.66600036621094,31.204002380371094,23.790000915527344,21.46200180053711,13.994000434875488,12.694000244140625,75.0260009765625,50.74400329589844,40.77000045776367,40.332000732421875,35.49800109863281,33.012001037597656,28.06800079345703,26.538002014160156,24.924001693725586,20.970001220703125,11.199999809265137,7.339999675750732,55.41999816894531,9.319999694824219,35.21600112915039,38.9536018371582,62.96040420532226,31.791201448440553,47.04040107727051,42.00280227661133,52.68280258178711,35.29600219726562,43.074402236938475,46.72840194702148,37.15120162963867,34.31920166015625,37.60680103302002,59.17440338134766,42.69480171203613,68.47200393676758,29.526001358032225,33.31520080566406,29.891601371765137,27.577601432800293,39.07280101776123,37.73880195617676,64.09760437011718,47.77920341491699,29.581601476669313,23.392801094055176,25.409201049804686,54.13280181884765,52.55840225219727,39.69280185699463,41.55080108642578,24.65440092086792,48.80840225219727,35.18440170288086,35.0440013885498,40.85720100402832,49.79640159606934,41.23796086678137,43.34415734344058,39.19113880709598,20.81999933719635
resnet50_with_saturate_aws,33.52057902128119,74.89600372314453,62.2599983215332,67.06999969482422,2.37333345413208,35.893333435058594,23.952131271362305,67.2678088367899,48.69251577998197,71.58999633789062,76.90999603271484,22.552001953125,90.75999450683594,90.8499984741211,98.46527777777779,98.58874458874459,59.70443349753695,42.512315270935964,77.36000061035156,5.064000129699707,74.89600372314453,74.89600372314453,70.67200469970703,62.99400329589844,72.906005859375,61.894004821777344,69.10600280761719,60.208003997802734,70.38600158691406,59.682003021240234,58.03200149536133,66.46800231933594,52.14200210571289,66.5040054321289,51.746002197265625,61.566001892089844,41.89200210571289,60.69000244140625,43.018001556396484,54.83000183105469,65.28400421142578,74.89600372314453,60.932003021240234,59.086002349853516,54.60400390625,59.86600112915039,48.862003326416016,51.36600112915039,36.108001708984375,49.18600082397461,30.542001724243164,37.3280029296875,19.054000854492188,26.522001266479492,15.816000938415527,13.8100004196167,11.406000137329102,8.157999992370605,9.898000717163086,3.132000207901001,74.89600372314453,59.6660041809082,62.92400360107422,55.35600280761719,65.82400512695312,50.730003356933594,61.092002868652344,47.16800308227539,44.68400192260742,33.80400085449219,51.96000289916992,31.024002075195312,30.880001068115234,21.428001403808594,38.992000579833984,19.904001235961914,31.136001586914062,13.280000686645508,31.308000564575195,12.53600025177002,74.89600372314453,66.9780044555664,71.1760025024414,64.56800079345703,74.96800231933594,43.320003509521484,69.79400634765625,41.182003021240234,74.88800048828125,53.84800338745117,71.01399993896484,52.16400146484375,74.19000244140625,36.354000091552734,67.91200256347656,38.268001556396484,73.55000305175781,11.622000694274902,64.3759994506836,74.89600372314453,55.228004455566406,57.6400032043457,48.294002532958984,50.582000732421875,39.3280029296875,47.4900016784668,34.78200149536133,36.53200149536133,22.124000549316406,74.89600372314453,56.98400115966797,40.87000274658203,39.59000015258789,28.746002197265625,27.9320011138916,26.408000946044922,25.862001419067383,20.30000114440918,19.73400115966797,74.89600372314453,64.33000183105469,56.88600158691406,14.052000999450684,50.868003845214844,41.156002044677734,35.820003509521484,27.22800064086914,23.70800018310547,11.850000381469727,10.372000694274902,74.89600372314453,58.0420036315918,50.80000305175781,46.794002532958984,36.452003479003906,30.878002166748047,20.312000274658203,15.762001037597656,6.8460001945495605,5.326000213623047,52.948001861572266,39.1140022277832,15.238000869750977,10.420000076293945,7.2360005378723145,74.89600372314453,44.676002502441406,38.452003479003906,33.89400100708008,31.418001174926758,26.178001403808594,16.652000427246094,13.018000602722168,6.702000141143799,74.89600372314453,55.36000442504883,49.19200134277344,42.996002197265625,36.93800354003906,29.364002227783203,17.81599998474121,13.984000205993652,8.202000617980957,7.434000492095947,44.87600326538086,50.00800323486328,31.930002212524414,30.32600212097168,32.59000015258789,31.89000129699707,21.63800048828125,21.994001388549805,18.854000091552734,18.98200035095215,74.89600372314453,69.06000518798828,59.42200469970703,57.320003509521484,53.790000915527344,45.62200164794922,33.20600128173828,35.064002990722656,24.73000144958496,22.756000518798828,74.89600372314453,57.16800308227539,56.660003662109375,50.410003662109375,43.05400085449219,33.52799987792969,35.0620002746582,25.166000366210938,25.25400161743164,17.34800148010254,74.89600372314453,48.47600173950195,37.374000549316406,38.0880012512207,31.812002182006836,30.48400115966797,24.8960018157959,24.23600196838379,21.326000213623047,18.942001342773438,11.402000427246094,7.496000289916992,53.15400314331055,9.776000022888184,33.197601890563966,35.78160209655762,74.49840240478515,37.8612021446228,43.72560138702393,42.04680156707764,53.428002166748044,36.72400169372558,39.951202392578125,49.484002685546876,32.94440140724182,32.04520149230957,46.98520202636719,68.85440216064453,42.40320167541504,69.07640380859375,37.40880184173584,29.97760124206543,30.640001678466795,29.82760190963745,37.01960201263428,38.244002151489255,64.52840270996094,45.964402770996095,31.360401916503907,24.56600112915039,24.99120111465454,58.10120315551758,55.19960250854492,37.29120216369629,42.42440242767334,33.624001789093015,49.25520210266113,34.02040100097656,33.210001945495605,38.06080169677735,49.20880241394043,42.39879170075442,45.42135773764718,39.28139133704336,20.457000970840454
resnet50_simclrv2_finetuned_100pct_tf_port,32.98584854704548,74.87200164794922,61.29999923706055,68.1520004272461,4.760000228881836,35.25666809082031,23.49820327758789,69.34174932371506,51.03697024346258,70.58999633789062,75.58999633789062,19.36400032043457,91.33999633789062,91.6500015258789,98.56944444444444,98.58874458874459,58.17733990147783,43.05418719211823,77.48800659179688,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_trained_on_SIN_and_IN,33.30992762233985,74.59000396728516,62.75,64.75800323486328,1.9466667175292969,41.45333480834961,29.69797134399414,68.4400360685302,51.66816952209198,71.6500015258789,77.15999603271484,50.974002838134766,91.07999420166016,91.04999542236328,98.33333333333333,98.46753246753246,58.32512315270936,43.54679802955665,77.53600311279297,19.16200065612793,73.9260025024414,65.9280014038086,70.64200592041016,64.01200103759766,72.53600311279297,63.3380012512207,68.91400146484375,61.53000259399414,70.16000366210938,61.27400207519531,59.27000427246094,66.33800506591797,54.224002838134766,66.86400604248047,51.99400329589844,62.53600311279297,43.14600372314453,62.388004302978516,40.55800247192383,57.18600082397461,67.45000457763672,68.77799987792969,63.10000228881836,63.198001861572266,60.71600341796875,65.15800476074219,55.544002532958984,58.3380012512207,50.066001892089844,58.750003814697266,43.44200134277344,49.052001953125,37.314002990722656,43.87600326538086,29.924001693725586,27.61800193786621,29.14000129699707,22.674001693725586,22.268001556396484,8.542000770568848,66.32200622558594,60.564002990722656,65.552001953125,56.61000442504883,68.37000274658203,54.5160026550293,63.92200469970703,51.50800323486328,53.40400314331055,44.96800231933594,56.316001892089844,41.10600280761719,43.92400360107422,34.832000732421875,46.27800369262695,30.286001205444336,38.86800003051758,24.8700008392334,39.40400314331055,21.328001022338867,69.0,67.97600555419922,65.09200286865234,64.89200592041016,66.02200317382812,47.15800094604492,62.0880012512207,44.090003967285156,71.96200561523438,60.316001892089844,68.76600646972656,58.98800277709961,63.936004638671875,46.92400360107422,59.426002502441406,48.310001373291016,52.77800369262695,20.838001251220703,48.51400375366211,65.84000396728516,59.544002532958984,61.900001525878906,54.55800247192383,55.58400344848633,46.720001220703125,50.310001373291016,40.61000061035156,36.85600280761719,26.256000518798828,61.96000289916992,58.71400451660156,46.182003021240234,43.78200149536133,34.93800354003906,33.694000244140625,32.432003021240234,31.586002349853516,26.310001373291016,25.698001861572266,70.4260025024414,64.80000305175781,57.506004333496094,23.84600067138672,53.044002532958984,43.31800079345703,42.70800018310547,32.630001068115234,33.67399978637695,16.328001022338867,16.926000595092773,65.21600341796875,63.07200241088867,58.94000244140625,56.84400177001953,48.20600128173828,46.00200271606445,32.64200210571289,33.172000885009766,15.032000541687012,18.558000564575195,56.118003845214844,44.60400390625,23.1200008392334,17.624000549316406,12.904000282287598,58.756004333496094,54.592002868652344,52.41400146484375,48.342002868652344,45.73800277709961,43.194000244140625,29.668001174926758,31.312002182006836,14.50200080871582,64.28600311279297,61.708003997802734,56.8280029296875,53.91800308227539,46.38600158691406,43.8640022277832,27.926000595092773,29.046001434326172,16.25400161743164,19.626001358032227,56.05400085449219,56.092002868652344,44.64400100708008,37.92000198364258,46.49400329589844,41.18600082397461,36.37200164794922,31.274002075195312,31.00800132751465,25.944002151489258,71.4320068359375,69.54600524902344,64.18000030517578,60.95000457763672,60.90200424194336,52.97600173950195,41.87000274658203,43.42400360107422,32.83400344848633,31.992000579833984,64.86800384521484,62.202003479003906,60.548004150390625,57.23400115966797,47.708003997802734,42.37600326538086,39.76400375366211,34.71800231933594,29.862001419067383,26.50200080871582,74.59000396728516,50.44000244140625,41.38200378417969,41.70600128173828,37.03200149536133,36.12200164794922,30.022001266479492,29.41400146484375,26.742000579833984,23.34600067138672,14.518000602722168,7.200000286102295,58.35600280761719,11.75999927520752,40.1676025390625,43.950001907348636,64.73960342407227,44.007201957702634,51.847202682495116,48.025202941894534,54.09800262451172,44.606402206420896,45.537601470947266,54.17760314941406,41.3496015548706,36.20560150146484,48.55000343322754,60.77720336914062,44.041601943969724,69.17480392456055,42.33600196838379,42.914401626586915,38.48320198059082,41.632402420043945,42.2304012298584,40.364402770996094,65.12320327758789,51.77760314941406,43.529601669311525,39.32040176391602,30.874001884460448,57.58200225830078,55.472802734375,48.937202835083006,48.64240264892578,40.21560211181641,54.294403076171875,38.69480209350586,42.85560188293457,41.95360221862793,54.243603515625,47.90935630309275,49.54306927786933,45.31356014452483,22.958500742912292
resnet34_lpf2,33.07226963379065,74.4780044555664,62.21999740600586,63.68400192260742,2.493333339691162,36.28000259399414,24.0562801361084,67.98917944093779,50.67628494138864,71.04000091552734,76.58000183105469,20.25400161743164,90.81999969482422,91.08999633789062,98.36111111111111,98.49350649350649,58.86699507389162,43.05418719211823,76.94400024414062,3.5180001258850098,73.54000091552734,63.55600357055664,69.94200134277344,61.87200164794922,71.81800079345703,59.858001708984375,68.16000366210938,58.10200119018555,69.02400207519531,56.81800079345703,55.25400161743164,65.11000061035156,47.746002197265625,64.84600067138672,46.46200180053711,60.43400192260742,36.380001068115234,58.768001556396484,35.18800354003906,53.84800338745117,67.14800262451172,68.73400115966797,61.756004333496094,61.79000473022461,57.130001068115234,64.9780044555664,51.21800231933594,55.97200393676758,40.544002532958984,57.15200424194336,35.62000274658203,44.724002838134766,24.444000244140625,37.272003173828125,21.02400016784668,20.59200096130371,16.80000114440918,14.756000518798828,14.74000072479248,4.888000011444092,65.76200103759766,59.810001373291016,64.56200408935547,55.05800247192383,63.340003967285156,50.71000289916992,61.69600296020508,46.73200225830078,47.656002044677734,34.57400131225586,52.14400100708008,31.382001876831055,34.69600296020508,21.998001098632812,39.522003173828125,19.55000114440918,29.006000518798828,13.29800033569336,32.358001708984375,12.15000057220459,67.91000366210938,67.90400695800781,62.91800308227539,64.31000518798828,63.720001220703125,47.118003845214844,59.28600311279297,43.534000396728516,71.13600158691406,52.256004333496094,67.61400604248047,50.63200378417969,60.47600173950195,36.00400161743164,56.846004486083984,36.91600036621094,48.400001525878906,11.368000984191895,44.79800033569336,65.58200073242188,58.37600326538086,61.362003326416016,52.552001953125,54.71600341796875,43.704002380371094,48.72200393676758,36.784000396728516,33.13199996948242,21.304000854492188,59.10200119018555,56.426002502441406,41.99800109863281,40.57200241088867,30.340002059936523,29.930002212524414,28.290000915527344,28.23400115966797,21.812000274658203,21.95800018310547,70.68600463867188,64.19400024414062,58.250003814697266,13.554000854492188,50.97600173950195,41.496002197265625,36.02400207519531,26.340002059936523,23.66400146484375,10.970000267028809,10.178000450134277,61.880001068115234,59.5420036315918,51.36000061035156,48.570003509521484,34.522003173828125,31.138002395629883,15.852001190185547,14.076000213623047,3.574000120162964,3.364000082015991,51.85400390625,36.762001037597656,13.460000991821289,8.9660005569458,5.678000450134277,50.840003967285156,50.02000427246094,42.8120002746582,38.5260009765625,34.1879997253418,29.624000549316406,14.962000846862793,13.000000953674316,4.044000148773193,60.14400100708008,57.60200119018555,47.772003173828125,44.400001525878906,32.37800216674805,28.852001190185547,12.272000312805176,10.826000213623047,4.824000358581543,4.676000118255615,50.16400146484375,51.0780029296875,35.00600051879883,28.50800132751465,36.66600036621094,31.41600227355957,24.554000854492188,20.314001083374023,18.160001754760742,15.066000938415527,70.95000457763672,68.59200286865234,62.10400390625,57.862003326416016,57.32600402832031,46.98200225830078,36.52000045776367,36.492000579833984,26.742000579833984,23.82200050354004,61.836002349853516,59.57200241088867,55.612003326416016,53.23600387573242,36.518001556396484,33.37600326538086,26.4320011138916,23.244001388549805,16.0939998626709,13.694000244140625,74.4780044555664,50.58000183105469,43.97800064086914,40.66800308227539,38.00600051879883,33.552001953125,30.922000885009766,27.41400146484375,26.968000411987305,22.020000457763672,10.719999313354492,7.178000450134277,56.35200119018555,9.600000381469727,32.97440166473389,36.07800140380859,62.32840194702148,33.437601232528685,48.57840270996094,41.78920211791992,52.70280227661133,36.62440223693848,42.544001770019534,48.09200210571289,37.59320249557495,34.8468017578125,39.2984016418457,58.29240341186524,41.54840259552002,67.59920120239258,31.478001403808594,32.91000099182129,29.276401710510253,29.27120084762573,37.007201194763184,36.308401107788086,63.498802185058594,46.75000190734863,31.33800196647644,26.937601375579835,23.344001388549806,52.87160186767578,51.37560195922852,41.21320152282715,42.930003547668456,29.36920099258423,50.056402587890624,35.424001693725586,36.871602058410645,42.87040138244629,50.72840270996094,41.54091467979627,43.90791292455461,39.25343349105433,20.96250033378601
densenet121,33.56919088257535,74.43400573730469,62.14999771118164,63.268001556396484,2.1600000858306885,37.25,24.248855590820312,68.98106402164112,50.85662759242561,70.62999725341797,76.70999908447266,20.62200164794922,90.77999877929688,91.22999572753906,98.29166666666667,98.51948051948052,59.45812807881773,43.05418719211823,76.80000305175781,7.100000381469727,73.99800109863281,63.79600143432617,70.14800262451172,62.2920036315918,72.83200073242188,60.21200180053711,68.906005859375,58.89200210571289,70.89800262451172,57.58400344848633,56.28200149536133,66.83399963378906,48.49800109863281,67.84600067138672,47.7920036315918,63.23600387573242,35.46200180053711,63.14600372314453,35.50600051879883,57.81200408935547,66.01000213623047,72.1820068359375,61.288002014160156,65.33399963378906,56.30800247192383,70.10800170898438,50.83400344848633,61.71600341796875,40.236000061035156,65.36400604248047,34.60000228881836,53.12200164794922,23.666000366210938,48.59400177001953,19.744001388549805,28.202001571655273,15.272000312805176,22.84400177001953,12.834000587463379,7.804000377655029,61.98200225830078,58.96800231933594,63.676002502441406,54.660003662109375,64.97600555419922,50.49800109863281,61.53200149536133,46.96800231933594,44.10000228881836,35.20600128173828,50.5160026550293,32.51000213623047,31.352001190185547,23.852001190185547,36.124000549316406,22.016000747680664,26.660001754760742,15.156001091003418,27.024002075195312,14.10200023651123,72.10800170898438,66.77799987792969,66.54199981689453,64.30000305175781,66.61800384521484,44.84600067138672,61.060001373291016,42.400001525878906,72.87000274658203,52.10400390625,68.96000671386719,50.310001373291016,66.1780014038086,37.013999938964844,61.62200164794922,37.52000045776367,55.910003662109375,13.346000671386719,51.37800216674805,69.47000122070312,62.84800338745117,66.63200378417969,58.39200210571289,60.708003997802734,50.66200256347656,55.130001068115234,43.540000915527344,40.45800018310547,27.194002151489258,62.204002380371094,58.12200164794922,46.07200241088867,42.970001220703125,35.272003173828125,32.3280029296875,32.884002685546875,30.68800163269043,26.446001052856445,24.562000274658203,69.50800323486328,63.746002197265625,56.76000213623047,15.006000518798828,50.51400375366211,40.540000915527344,36.19600296020508,25.34200096130371,24.64200210571289,9.792000770568848,11.656000137329102,63.720001220703125,59.7400016784668,55.112003326416016,50.638004302978516,41.17400360107422,35.880001068115234,24.04400062561035,19.964000701904297,8.242000579833984,6.890000343322754,52.980003356933594,39.11800003051758,16.84600067138672,12.254000663757324,8.342000007629395,53.156002044677734,48.48400115966797,45.374000549316406,38.874000549316406,38.00200271606445,31.722002029418945,21.690000534057617,17.73000144958496,8.742000579833984,62.3640022277832,58.48200225830078,52.25800323486328,47.37200164794922,38.80000305175781,33.3120002746582,19.18600082397461,15.618000984191895,9.592000007629395,7.574000358581543,52.29600143432617,51.71800231933594,40.74800109863281,32.57200241088867,41.19000244140625,34.320003509521484,29.280000686645508,22.91200065612793,25.110000610351562,18.93000030517578,70.77400207519531,68.4540023803711,60.10000228881836,56.67000198364258,54.342002868652344,44.948001861572266,37.18800354003906,37.91600036621094,28.57400131225586,25.782001495361328,63.93800354003906,60.346004486083984,58.702003479003906,54.66400146484375,40.7760009765625,36.694000244140625,30.9320011138916,26.804000854492188,20.166000366210938,17.006000518798828,74.43400573730469,51.65400314331055,43.57200241088867,42.62200164794922,37.77400207519531,35.19200134277344,30.696001052856445,29.012001037597656,26.494001388549805,23.242000579833984,10.700000762939453,7.664000511169434,52.63999938964844,9.019999504089355,34.051201820373535,36.7360013961792,66.73680267333984,38.45840187072754,55.81840362548828,41.90720138549805,58.47960205078125,39.10280151367188,48.52720222473145,45.81400260925293,43.235601329803465,36.34440155029297,42.9028018951416,61.91240234375,40.38840160369873,69.74400177001954,36.44000186920166,37.724801254272464,32.090401840209964,32.47160110473633,37.35080223083496,40.57560234069824,65.38720321655273,46.75400161743164,34.62240161895752,28.782001113891603,25.908000946044922,53.1104019165039,52.152802276611325,40.298401069641116,42.81760101318359,33.39280128479004,47.77440185546875,37.734001541137694,35.860001945495604,42.59400253295898,50.19560241699219,43.5406685095567,46.234868621826166,41.15623334081549,20.00600004196167
resnet34_lpf3,32.62936156422167,74.34200286865234,62.15999984741211,63.026004791259766,2.493333339691162,36.116668701171875,24.535755157470703,66.18575293056807,48.78268710550045,70.83999633789062,76.58999633789062,19.904001235961914,90.52999877929688,91.23999786376953,98.28472222222221,98.48484848484848,56.256157635467986,41.2807881773399,76.0320053100586,6.264000415802002,73.5060043334961,64.24800109863281,70.10200500488281,62.15200424194336,71.69000244140625,60.820003509521484,68.27799987792969,58.630001068115234,68.85000610351562,58.26400375366211,55.634002685546875,65.34000396728516,50.108001708984375,64.74600219726562,47.10600280761719,60.78200149536133,39.17400360107422,58.57200241088867,36.178001403808594,54.0260009765625,66.7820053100586,68.25800323486328,61.05800247192383,61.50400161743164,57.03000259399414,64.26600646972656,49.84800338745117,55.31800079345703,40.070003509521484,56.182003021240234,32.730003356933594,43.512001037597656,22.648000717163086,36.220001220703125,17.804000854492188,18.760000228881836,14.5600004196167,13.878000259399414,11.408000946044922,4.252000331878662,65.68800354003906,59.900001525878906,64.76800537109375,55.23600387573242,65.12800598144531,51.5780029296875,61.86600112915039,47.48400115966797,52.540000915527344,35.33400344848633,53.73800277709961,31.976001739501953,42.28200149536133,22.31800079345703,43.682003021240234,19.43600082397461,38.814002990722656,13.020000457763672,38.038002014160156,11.318000793457031,67.93800354003906,67.92400360107422,63.33400344848633,64.48800659179688,63.76000213623047,46.044002532958984,59.72600173950195,43.108001708984375,70.61800384521484,51.89200210571289,67.51600646972656,50.53000259399414,59.954002380371094,35.30800247192383,55.98800277709961,36.57200241088867,48.49800109863281,12.072000503540039,44.784000396728516,65.33600616455078,57.93000411987305,61.150001525878906,51.90200424194336,54.41800308227539,43.17400360107422,48.98200225830078,37.00400161743164,33.5620002746582,22.148000717163086,59.73600387573242,57.220001220703125,42.24400329589844,40.59000015258789,30.43800163269043,29.492000579833984,28.006000518798828,27.694002151489258,21.934001922607422,21.464000701904297,70.906005859375,64.04000091552734,58.30400466918945,13.778000831604004,51.676002502441406,41.910003662109375,36.65999984741211,26.624000549316406,24.084001541137695,10.648000717163086,8.944000244140625,62.76200485229492,60.400001525878906,54.172000885009766,51.064002990722656,39.21600341796875,35.86800003051758,20.416000366210938,19.62200164794922,4.740000247955322,5.9720001220703125,52.51400375366211,38.42000198364258,15.280000686645508,10.266000747680664,6.7220001220703125,53.34800338745117,51.30000305175781,45.926002502441406,41.380001068115234,37.802001953125,33.74800109863281,18.792001724243164,17.856000900268555,5.138000011444092,61.368003845214844,58.660003662109375,51.298004150390625,47.29600143432617,37.17000198364258,33.47800064086914,14.952000617980957,15.306000709533691,4.974000453948975,7.038000106811523,50.40800094604492,51.98800277709961,35.5160026550293,29.268001556396484,36.996002197265625,32.268001556396484,24.244001388549805,21.12200164794922,17.32200050354004,14.434000968933105,70.71600341796875,68.82200622558594,62.42200469970703,58.22600173950195,58.62000274658203,48.48800277709961,37.76000213623047,37.522003173828125,29.1820011138916,25.34400177001953,62.57400131225586,60.454002380371094,57.58400344848633,54.592002868652344,41.444000244140625,36.926002502441406,31.674001693725586,27.672000885009766,20.532001495361328,18.128000259399414,74.34200286865234,49.480003356933594,41.630001068115234,38.784000396728516,34.39400100708008,31.110000610351562,27.216001510620117,24.678001403808594,23.38800048828125,19.226001739501953,11.039999961853027,7.092000484466553,56.43000411987305,9.320000648498535,33.0900016784668,36.43000183105469,62.153602600097656,36.26120195388794,47.760802841186525,41.69520282745361,52.68960266113281,39.5544017791748,42.43160285949707,52.89040298461914,36.669200801849364,32.655601501464844,42.76160163879395,58.2696029663086,41.67840309143067,67.47280349731446,33.9524022102356,32.89720153808594,29.81600170135498,32.35560131072998,37.080801010131836,36.471602249145505,63.7056022644043,47.68040313720703,34.585201263427734,30.109601306915284,24.640401458740236,54.522802734375,51.94000244140625,40.218002510070804,42.648002243041994,32.20120191574097,52.41840286254883,35.292000961303714,34.56960220336914,40.19400138854981,51.74000282287598,42.21622782242604,44.71909126175775,39.92417033346076,20.97050130367279
vgg19_bn,32.3646969860646,74.21800231933594,61.94999694824219,64.23800659179688,2.946666717529297,33.25,21.63139533996582,65.55455365193869,46.61857529305681,70.91999816894531,76.0,17.1560001373291,90.07999420166016,90.97999572753906,98.35416666666667,98.36363636363636,56.847290640394085,40.591133004926114,75.7280044555664,3.570000171661377,73.52000427246094,61.23600387573242,68.81200408935547,59.11600112915039,71.92200469970703,56.69400405883789,66.9280014038086,55.066001892089844,69.17400360107422,53.362003326416016,51.87600326538086,64.15399932861328,43.1140022277832,65.30400085449219,42.836002349853516,59.47200393676758,31.132001876831055,59.58000183105469,31.448001861572266,52.90400314331055,64.96400451660156,68.21800231933594,57.68000411987305,58.69600296020508,54.018001556396484,63.448001861572266,45.38200378417969,51.08000183105469,36.066001892089844,54.42000198364258,28.360000610351562,36.59000015258789,19.86400032043457,32.02400207519531,15.506000518798828,13.78600025177002,13.152000427246094,10.65000057220459,10.290000915527344,3.496000051498413,54.30800247192383,56.69000244140625,59.12800216674805,50.586002349853516,54.720001220703125,46.09800338745117,54.82400131225586,42.492000579833984,34.672000885009766,29.402002334594727,42.24800109863281,26.336000442504883,19.442001342773438,17.104000091552734,26.112001419067383,15.172000885009766,15.128000259399414,9.5,14.476000785827637,8.570000648498535,68.406005859375,67.2540054321289,61.794002532958984,62.708003997802734,64.24000549316406,46.368003845214844,57.50200271606445,41.724002838134766,71.17200469970703,44.0880012512207,66.6300048828125,45.060001373291016,60.70600128173828,25.530000686645508,55.65400314331055,30.14200210571289,47.618003845214844,6.2860002517700195,44.14600372314453,66.01200103759766,55.928001403808594,62.118003845214844,49.28200149536133,55.78200149536133,40.25200271606445,50.8380012512207,34.5260009765625,36.43800354003906,20.11600112915039,57.8280029296875,54.46800231933594,39.46800231933594,37.19200134277344,27.948001861572266,26.268001556396484,25.748001098632812,24.168001174926758,19.810001373291016,18.416000366210938,69.2280044555664,61.336002349853516,51.086002349853516,9.10200023651123,45.040000915527344,33.49800109863281,29.768001556396484,20.79400062561035,17.692001342773438,7.7920002937316895,6.260000228881836,56.336002349853516,55.12000274658203,43.96800231933594,42.51400375366211,26.590002059936523,25.386001586914062,11.612000465393066,11.386000633239746,2.996000051498413,3.386000156402588,46.69400405883789,32.00800323486328,11.980000495910645,8.280000686645508,5.740000247955322,31.96000099182129,46.5420036315918,24.670001983642578,33.51000213623047,19.166000366210938,24.31800079345703,8.018000602722168,10.61400032043457,2.4280002117156982,54.656002044677734,53.19000244140625,40.272003173828125,38.17000198364258,24.702001571655273,22.468000411987305,8.598000526428223,8.242000579833984,3.2100000381469727,3.892000198364258,50.47800064086914,50.768001556396484,36.0260009765625,27.784000396728516,38.0,30.386001586914062,25.774002075195312,20.104000091552734,15.920001029968262,12.7160005569458,70.60800170898438,67.92400360107422,61.22200393676758,57.39800262451172,57.21000289916992,48.156002044677734,32.112003326416016,36.88199996948242,23.6820011138916,26.32200050354004,57.224002838134766,56.0160026550293,49.992000579833984,48.858001708984375,31.336002349853516,27.858001708984375,22.010000228881836,18.214000701904297,13.27400016784668,10.416000366210938,74.21800231933594,46.57200241088867,38.70000076293945,36.624000549316406,32.11000061035156,29.648000717163086,24.832000732421875,23.894001007080078,21.3700008392334,18.670000076293945,9.4399995803833,6.414000511169434,42.374000549316406,7.816000461578369,28.631200981140136,31.758801651000976,62.42840423583984,28.30040144920349,45.75200176239014,37.74720211029053,54.23760223388672,32.27240142822266,40.02080154418945,35.654001235961914,32.729601049423216,31.081600952148438,34.76720123291015,57.1452033996582,36.479601764678954,67.9000030517578,26.287601470947266,33.23960094451904,28.35160083770752,25.192401123046874,32.01920127868652,34.16040191650391,62.454002380371094,47.336401748657224,27.558401775360107,23.71080141067505,20.94040174484253,49.10760307312012,48.06840209960937,37.612801742553714,37.905202293395995,17.248400831222533,39.35760135650635,32.10240135192871,31.443601989746092,38.24600105285644,48.9668025970459,37.93870953413157,40.002913029988605,35.69280160853737,16.511000275611877
resnet34_lpf5,32.575348385005945,74.19400024414062,62.19999694824219,63.04000473022461,3.1066668033599854,35.85000228881836,23.366544723510742,67.71866546438233,50.3155996393147,70.88999938964844,76.4000015258789,20.02800178527832,90.41999816894531,91.18000030517578,98.45833333333334,98.44155844155844,59.95073891625615,43.5960591133005,76.20800018310547,3.750000238418579,73.32200622558594,63.96000289916992,69.78400421142578,61.314002990722656,71.58399963378906,60.2760009765625,67.79000091552734,57.75400161743164,68.69200134277344,57.564002990722656,55.30600357055664,64.72600555419922,49.332000732421875,64.50200653076172,47.548004150390625,59.99200439453125,37.73400115966797,58.178001403808594,37.564002990722656,53.12800216674805,66.57400512695312,68.02200317382812,61.096004486083984,60.320003509521484,56.43800354003906,63.45600128173828,49.94200134277344,53.57600402832031,40.10200119018555,54.60600280761719,33.47800064086914,40.14800262451172,23.906002044677734,32.02799987792969,19.310001373291016,15.056000709533691,16.145999908447266,10.504000663757324,13.064001083374023,3.0400002002716064,66.11000061035156,59.12600326538086,63.936004638671875,54.27400207519531,66.06999969482422,50.69400405883789,61.35400390625,46.320003509521484,49.88600158691406,35.13800048828125,51.53600311279297,31.59800148010254,37.202003479003906,22.8700008392334,40.91400146484375,20.1200008392334,34.73200225830078,13.534000396728516,35.2660026550293,12.26400089263916,68.052001953125,67.6760025024414,62.87800216674805,64.31200408935547,63.702003479003906,46.68400192260742,59.02400207519531,43.32400131225586,70.79000091552734,51.506004333496094,67.38200378417969,50.04600143432617,60.880001068115234,35.086002349853516,56.87800216674805,35.906002044677734,49.78000259399414,11.36400032043457,46.09400177001953,64.52799987792969,56.406002044677734,60.08400344848633,50.04600143432617,52.868003845214844,40.80600357055664,46.814002990722656,34.24800109863281,31.316001892089844,19.59400177001953,58.928001403808594,55.840003967285156,41.14600372314453,38.928001403808594,29.560001373291016,27.93600082397461,27.176000595092773,26.024002075195312,21.080001831054688,20.32000160217285,70.57600402832031,63.61600112915039,57.38200378417969,12.704000473022461,50.10000228881836,41.290000915527344,35.40400314331055,26.542001724243164,23.628000259399414,11.36400032043457,10.624000549316406,61.87200164794922,59.84400177001953,52.314002990722656,49.40200424194336,35.582000732421875,32.5,16.174001693725586,14.394001007080078,3.6500000953674316,3.434000253677368,51.900001525878906,38.410003662109375,15.91200065612793,11.004000663757324,6.52400016784668,49.73800277709961,49.012001037597656,42.49800109863281,38.27000045776367,34.39400100708008,29.804000854492188,14.846000671386719,13.18600082397461,3.8400001525878906,60.204002380371094,57.72600173950195,48.342002868652344,45.10600280761719,32.53200149536133,29.168001174926758,12.600000381469727,10.768000602722168,4.998000144958496,4.62600040435791,49.04600143432617,50.24400329589844,35.11600112915039,28.288002014160156,36.69200134277344,32.13199996948242,25.20400047302246,21.036001205444336,18.6200008392334,15.106000900268555,70.55000305175781,68.33200073242188,60.98200225830078,56.86600112915039,56.340003967285156,45.95600128173828,36.78000259399414,37.656002044677734,28.334001541137695,25.50400161743164,61.96000289916992,59.768001556396484,55.89600372314453,53.3380012512207,36.624000549316406,33.51000213623047,26.038002014160156,22.972002029418945,15.510001182556152,13.314001083374023,74.19400024414062,49.362003326416016,41.76000213623047,39.52000045776367,35.604000091552734,32.310001373291016,28.834001541137695,26.296001434326172,25.240001678466797,21.06800079345703,11.0,7.330000400543213,56.4160041809082,9.630000114440918,32.91520175933838,36.27240180969238,62.640802001953126,33.918401432037356,45.72320156097412,41.25840187072754,51.12200241088867,36.58040161132813,40.220001983642575,50.800001525878905,34.428002214431764,33.71120147705078,39.20560207366943,58.451202392578125,41.43080215454101,67.25560302734375,31.7352014541626,32.93560104370117,29.36120147705078,29.478801345825197,36.674401473999026,35.57800178527832,63.08400344848633,46.86280136108398,31.91480145454407,26.80440068244934,24.75000133514404,53.77320175170898,51.897203063964845,40.633202362060544,42.4632022857666,29.06320114135742,50.60120315551758,33.80960197448731,35.37800178527832,41.12640113830567,50.597202682495116,41.21853528267298,43.68189075787862,38.85162294036464,21.094001173973083
BiT-M-R50x1-nonfinetuned,22.053581073782002,74.12800598144531,62.279998779296875,61.656002044677734,13.40000057220459,27.663333892822266,15.824638366699219,68.71055004508565,57.25879170423806,71.1199951171875,76.22000122070312,8.760000228881836,91.63999938964844,91.79999542236328,98.63888888888889,98.55411255411255,57.14285714285714,46.206896551724135,76.24000549316406,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50-vtab-exemplar,31.522091390299234,74.10400390625,61.939998626708984,66.8759994506836,2.9733333587646484,,25.66959571838379,68.4400360685302,50.76645626690712,71.18000030517578,76.7699966430664,24.834001541137695,90.55999755859375,,98.29861111111111,98.54545454545455,59.064039408866996,41.970443349753694,76.16000366210938,13.366000175476074,74.13200378417969,64.06400299072266,70.5060043334961,61.96800231933594,73.80599975585938,61.070003509521484,69.88400268554688,59.20000457763672,73.29400634765625,58.78000259399414,56.81800079345703,68.802001953125,52.18800354003906,72.5320053100586,50.51400375366211,67.37800598144531,43.00800323486328,71.50200653076172,42.676002502441406,65.37800598144531,64.5300064086914,71.94800567626953,60.68800354003906,65.89600372314453,53.750003814697266,70.35600280761719,49.15400314331055,62.20600128173828,36.1400032043457,66.39800262451172,31.090002059936523,54.98400115966797,18.381999969482422,54.64200210571289,15.368000984191895,32.98800277709961,11.010000228881836,32.8380012512207,9.346000671386719,9.60200023651123,61.112003326416016,57.178001403808594,63.59800338745117,53.78600311279297,63.336002349853516,48.582000732421875,61.08200454711914,46.134002685546875,41.400001525878906,32.89800262451172,50.71000289916992,30.922000885009766,27.5260009765625,20.814001083374023,36.65400314331055,19.612001419067383,23.584001541137695,12.288000106811523,27.648000717163086,11.608000755310059,73.14800262451172,65.09000396728516,69.24200439453125,63.74800491333008,71.04400634765625,41.16200256347656,66.9260025024414,40.27000045776367,73.43400573730469,52.39200210571289,69.64600372314453,51.19600296020508,71.62200164794922,36.03000259399414,66.406005859375,37.71000289916992,68.64000701904297,10.644000053405762,61.69600296020508,67.17400360107422,60.768001556396484,63.436004638671875,55.62000274658203,56.59400177001953,46.66200256347656,51.50200271606445,40.39800262451172,38.310001373291016,25.718000411987305,62.62600326538086,60.03200149536133,47.03000259399414,44.69000244140625,36.384002685546875,34.066001892089844,33.150001525878906,31.588001251220703,27.498001098632812,25.48200035095215,68.25200653076172,63.39800262451172,53.62400436401367,13.086000442504883,49.44400405883789,38.38600158691406,35.47600173950195,25.402000427246094,23.532001495361328,9.850000381469727,9.268000602722168,66.01800537109375,62.052001953125,59.46600341796875,54.512001037597656,48.9640007019043,43.288002014160156,34.650001525878906,29.678001403808594,17.426000595092773,14.7760009765625,51.26400375366211,36.0,12.512001037597656,8.202000617980957,5.1060004234313965,53.61000442504883,49.044002532958984,47.224002838134766,41.46200180053711,42.16200256347656,36.19600296020508,29.192001342773438,24.338001251220703,16.332000732421875,65.18000030517578,60.768001556396484,57.30800247192383,51.992000579833984,46.832000732421875,40.72200012207031,29.994001388549805,24.908000946044922,19.018001556396484,15.702000617980957,52.25800323486328,53.35400390625,42.02800369262695,34.39200210571289,42.89400100708008,37.15400314331055,33.66200256347656,27.692001342773438,31.822002410888672,23.312000274658203,70.68600463867188,69.1240005493164,61.55400466918945,58.958003997802734,57.23800277709961,48.630001068115234,36.71800231933594,38.77400207519531,28.156002044677734,26.796001434326172,66.48600006103516,62.32600402832031,62.34800338745117,57.98800277709961,48.55800247192383,43.12200164794922,40.0880012512207,34.58000183105469,30.400001525878906,25.55000114440918,44.69200134277344,46.932003021240234,34.854000091552734,36.3280029296875,28.882001876831055,28.746002197265625,21.8700008392334,22.41400146484375,18.806001663208008,17.036001205444336,,,,,32.41240177154541,34.35200119018555,71.57760467529297,45.304802322387694,59.236402893066405,41.202002334594724,55.403202819824216,44.7132022857666,45.83320198059082,43.391601943969725,45.13520183563232,30.29120216369629,49.576001739501955,66.78320388793945,39.10280265808105,73.05320434570312,43.66640129089355,40.53280258178711,35.18080215454101,38.81840076446533,36.22360210418701,41.33760223388672,68.38960418701171,48.45640182495117,40.861201477050784,32.88120174407959,22.616801166534422,55.82200317382812,54.23520278930664,36.76240272521973,41.0636022567749,37.704002380371094,47.93840293884277,39.17160148620606,33.12920207977295,29.820801162719725,50.87040328979492,44.73232019620064,47.14320253796048,42.33014952509027,
nasnetamobile,31.338446580965755,74.08000183105469,61.31999969482422,64.39600372314453,3.6133334636688232,33.59000015258789,23.75169563293457,68.80072137060415,48.42200180342651,70.56999969482422,75.97000122070312,23.836000442504883,90.20999908447266,90.63999938964844,98.13194444444444,98.42424242424242,61.37931034482759,43.004926108374384,76.09600067138672,9.184000015258789,73.92400360107422,65.2280044555664,70.80599975585938,63.388004302978516,73.10400390625,62.10400390625,69.802001953125,60.224002838134766,71.39600372314453,59.980003356933594,57.87800216674805,68.0300064086914,52.69000244140625,68.7800064086914,50.46000289916992,64.96000671386719,43.220001220703125,64.17000579833984,40.660003662109375,59.720001220703125,66.34000396728516,72.99200439453125,61.69000244140625,67.59000396728516,57.51000213623047,71.9320068359375,51.34600067138672,65.02200317382812,40.97800064086914,69.32600402832031,34.470001220703125,59.24800109863281,23.18800163269043,56.77800369262695,18.68800163269043,36.87600326538086,14.664000511169434,24.86400032043457,11.908000946044922,9.472000122070312,66.45000457763672,57.880001068115234,66.55400085449219,54.24800109863281,68.406005859375,48.75400161743164,65.26200103759766,46.33000183105469,58.67000198364258,33.263999938964844,59.756004333496094,31.57600212097168,50.842002868652344,21.23000144958496,52.0160026550293,20.350000381469727,49.268001556396484,13.128000259399414,46.064002990722656,12.50200080871582,73.18600463867188,66.95000457763672,68.30400085449219,64.54400634765625,68.73800659179688,43.76000213623047,62.678001403808594,41.39800262451172,73.29000091552734,60.410003662109375,70.33600616455078,56.17000198364258,67.68800354003906,45.448001861572266,63.496002197265625,42.2140007019043,57.34800338745117,17.202001571655273,52.22200393676758,67.32400512695312,61.044002532958984,62.89600372314453,54.93400192260742,54.75400161743164,44.82400131225586,48.432003021240234,37.970001220703125,31.610000610351562,21.876001358032227,60.80400466918945,58.478004455566406,43.19600296020508,42.044002532958984,32.0780029296875,31.07000160217285,29.974000930786133,28.934001922607422,23.34600067138672,22.89000129699707,69.99800109863281,63.9900016784668,54.380001068115234,16.088001251220703,49.64400100708008,39.20800018310547,35.544002532958984,26.77800178527832,23.806001663208008,11.404000282287598,9.980000495910645,64.59000396728516,61.87800216674805,57.906002044677734,55.02000427246094,45.42400360107422,42.676002502441406,28.09600067138672,26.36600112915039,10.312000274658203,9.858000755310059,53.20000076293945,39.79800033569336,15.61600112915039,10.612000465393066,7.122000217437744,52.48200225830078,49.750003814697266,44.42000198364258,40.30600357055664,38.314002990722656,34.46200180053711,22.766000747680664,21.34400177001953,9.37600040435791,63.75400161743164,60.60000228881836,55.45000076293945,51.762001037597656,42.85000228881836,39.592002868652344,22.628000259399414,20.338001251220703,11.770000457763672,10.242000579833984,52.682003021240234,52.262001037597656,40.932003021240234,32.21200180053711,41.762001037597656,35.540000915527344,31.00600242614746,25.262001037597656,26.11400032043457,20.00200080871582,70.69800567626953,68.80599975585938,62.03600311279297,57.72600173950195,57.544002532958984,46.250003814697266,43.202003479003906,41.534000396728516,34.316001892089844,29.356000900268555,63.71000289916992,60.608001708984375,58.72600173950195,55.90800094604492,43.0160026550293,39.89600372314453,33.54800033569336,30.57400131225586,23.130001068115234,20.698001861572266,74.08000183105469,45.09800338745117,34.895999908447266,34.92399978637695,29.73200225830078,28.338001251220703,23.084001541137695,22.602001190185547,20.018001556396484,17.476001739501953,17.619998931884766,7.968000411987305,53.07999801635742,12.880000114440918,33.00120124816895,34.851200866699216,68.05000381469726,41.265602111816406,59.17840385437012,44.08280258178711,53.00320281982422,41.53680191040039,44.129601669311526,58.727203369140625,47.64160232543945,29.687601470947264,44.426001739501956,63.407202911376956,40.353600883483885,70.2748046875,39.29040107727051,38.499201965332034,33.05560111999512,36.50680160522461,36.5928014755249,37.87960243225098,66.66360321044922,48.734401321411134,39.15960216522217,31.009202194213866,25.269600582122802,56.644403076171876,54.522003173828125,40.53600177764893,46.75400276184082,33.47160167694092,57.93040237426758,36.68320236206055,35.62040138244629,36.36200141906738,53.55920333862305,44.78443294671866,47.395913537343354,42.38075984653674,22.886999368667603
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vgg16_bn_lpf3,31.916387598574055,73.92000579833984,61.93000030517578,63.98400115966797,3.0533335208892822,31.8700008392334,20.75497817993164,63.11992786293958,45.98737601442741,70.79000091552734,76.40999603271484,14.656001091003418,90.3499984741211,90.72999572753906,98.39583333333334,98.37229437229438,59.11330049261084,41.87192118226601,75.93600463867188,2.242000102996826,73.27000427246094,59.67400360107422,68.33600616455078,58.02000427246094,71.44000244140625,55.108001708984375,66.41200256347656,53.45000076293945,68.60000610351562,51.634002685546875,50.35000228881836,63.42400360107422,41.48600387573242,64.5320053100586,40.44000244140625,58.43400192260742,29.80000114440918,58.56200408935547,29.16600227355957,51.61600112915039,64.52000427246094,68.63400268554688,56.85400390625,59.62200164794922,52.27400207519531,64.83000183105469,43.944000244140625,52.746002197265625,34.09400177001953,56.3380012512207,26.878002166748047,38.69600296020508,18.226001739501953,33.71200180053711,14.238000869750977,14.980000495910645,11.678000450134277,11.366000175476074,9.390000343322754,3.832000255584717,49.51000213623047,55.630001068115234,57.37600326538086,48.75400161743164,49.592002868652344,43.97600173950195,52.676002502441406,39.17000198364258,30.312002182006836,26.668001174926758,39.41800308227539,23.59400177001953,15.946001052856445,15.708001136779785,21.420000076293945,13.960000991821289,11.528000831604004,9.452000617980957,9.2160005569458,8.350000381469727,68.19800567626953,67.21000671386719,61.336002349853516,62.46200180053711,63.74800491333008,46.87800216674805,56.9160041809082,42.10400390625,70.93400573730469,41.64200210571289,66.19200134277344,42.94600296020508,58.5680046081543,22.530000686645508,54.018001556396484,27.988000869750977,44.52400207519531,4.798000335693359,41.21600341796875,66.34200286865234,56.11600112915039,62.4900016784668,49.928001403808594,56.0160026550293,41.20800018310547,50.97200393676758,35.05400085449219,35.35600280761719,19.726001739501953,58.26000213623047,54.07600402832031,40.470001220703125,36.80000305175781,29.14200210571289,25.73200035095215,27.174001693725586,23.82000160217285,21.240001678466797,18.248001098632812,68.89600372314453,61.02000427246094,51.37800216674805,7.714000225067139,43.35000228881836,32.49400329589844,27.132001876831055,19.48200035095215,16.1820011138916,7.680000305175781,6.186000347137451,52.724002838134766,53.37800216674805,36.21800231933594,38.28000259399414,16.944000244140625,20.362001419067383,4.5360002517700195,8.182000160217285,0.7780000567436218,2.0960001945495605,45.91200256347656,30.836002349853516,11.072000503540039,7.7960004806518555,5.148000240325928,28.84400177001953,47.00400161743164,18.54800033569336,33.17000198364258,12.112000465393066,22.948001861572266,3.1120002269744873,8.192000389099121,0.6680000424385071,49.332000732421875,50.980003356933594,30.606000900268555,34.19000244140625,14.744000434875488,18.942001342773438,3.5240001678466797,6.396000385284424,1.284000039100647,2.8480000495910645,50.42400360107422,49.22200393676758,35.72200012207031,25.98600196838379,37.552001953125,28.1460018157959,23.898000717163086,17.384000778198242,15.644001007080078,11.842000961303711,69.85600280761719,66.85200500488281,60.93000411987305,55.11000442504883,56.948001861572266,45.43800354003906,32.33399963378906,35.83400344848633,22.948001861572266,24.89000129699707,51.90200424194336,54.38200378417969,41.64800262451172,46.21800231933594,18.84600067138672,25.214000701904297,10.884000778198242,16.404001235961914,5.454000473022461,9.428000450134277,73.92000579833984,46.432003021240234,39.54800033569336,36.974002838134766,33.18400192260742,30.124000549316406,26.380001068115234,24.666000366210938,22.89000129699707,19.608001708984375,9.699999809265137,6.5960001945495605,48.704002380371094,8.334000587463379,26.765601348876952,30.286801147460938,61.19440460205078,22.240001142024994,46.97600154876709,36.64280195236206,54.23520278930664,30.329201698303223,40.40640106201172,31.37760181427002,33.975201511383055,31.560801696777343,25.7468017578125,55.93560256958008,35.98600196838379,67.28080444335937,19.89800045490265,32.648001480102536,26.516001892089843,22.671201515197755,30.77400197982788,35.257201766967775,61.644403076171876,45.62480354309082,24.459601306915282,22.711201190948486,20.15280122756958,47.54040260314942,46.28520240783691,36.158402061462404,36.6116024017334,12.65680056810379,36.02120189666748,31.735202026367187,30.26080150604248,39.18440208435059,48.60320205688477,36.33317113717396,37.99342426061631,34.44589660042211,18.333500742912292
resnet50_with_frost_aws,30.733498973749597,73.78400421142578,61.56999969482422,59.2760009765625,2.18666672706604,35.8466682434082,23.39995002746582,66.0054102795311,49.32371505861136,70.25,76.18999481201172,20.986000061035156,90.38999938964844,90.8699951171875,98.29861111111111,98.45021645021646,57.487684729064036,43.251231527093594,74.94400024414062,4.588000297546387,73.78400421142578,73.78400421142578,68.56200408935547,60.336002349853516,72.09400177001953,59.45600128173828,66.66600036621094,57.0880012512207,69.74200439453125,56.62200164794922,54.49400329589844,63.470001220703125,46.13200378417969,65.78800201416016,45.086002349853516,58.018001556396484,30.75200080871582,59.83400344848633,30.972002029418945,50.48200225830078,64.302001953125,73.78400421142578,59.538002014160156,56.810001373291016,53.21600341796875,58.9900016784668,48.67400360107422,46.35600280761719,36.04800033569336,43.01000213623047,32.06999969482422,26.630001068115234,19.84400177001953,11.41200065612793,17.398000717163086,4.360000133514404,12.802000999450684,1.474000096321106,11.390000343322754,0.800000011920929,73.78400421142578,57.810001373291016,59.89600372314453,51.94600296020508,57.46400451660156,48.810001373291016,57.044002532958984,45.05000305175781,42.868003845214844,32.55000305175781,49.92400360107422,30.040000915527344,28.602001190185547,20.54400062561035,36.772003173828125,19.326000213623047,20.102001190185547,12.606000900268555,27.136001586914062,11.69800090789795,73.78400421142578,65.77200317382812,60.432003021240234,61.54600143432617,60.35600280761719,43.310001373291016,54.64600372314453,39.39800262451172,70.54000091552734,56.230003356933594,65.33000183105469,54.63200378417969,58.496002197265625,41.0260009765625,53.13200378417969,42.948001861572266,42.50400161743164,15.134000778198242,38.72200012207031,73.78400421142578,53.80400085449219,57.880001068115234,45.05400085449219,49.518001556396484,34.14200210571289,47.522003173828125,31.476001739501953,36.01000213623047,18.898000717163086,73.78400421142578,64.22400665283203,72.65800476074219,54.94200134277344,72.04400634765625,46.78200149536133,72.07400512695312,45.53200149536133,71.5,39.73200225830078,73.78400421142578,61.14400100708008,55.25400161743164,19.772001266479492,48.35000228881836,41.178001403808594,35.14400100708008,28.41600227355957,23.288002014160156,12.556000709533691,9.824000358581543,73.78400421142578,59.130001068115234,45.5880012512207,49.27400207519531,25.974000930786133,33.480003356933594,9.652000427246094,17.04400062561035,1.8040001392364502,5.298000335693359,55.78000259399414,47.124000549316406,27.552001953125,21.968000411987305,15.236001014709473,73.78400421142578,48.374000549316406,35.38800048828125,39.91400146484375,23.4320011138916,31.50600242614746,6.652000427246094,14.598000526428223,1.1019999980926514,73.78400421142578,58.35000228881836,41.56800079345703,45.97600173950195,23.84600067138672,30.562002182006836,7.048000335693359,12.398000717163086,2.3540000915527344,5.860000133514404,61.884002685546875,60.888004302978516,54.15200424194336,46.07400131225586,51.980003356933594,44.12000274658203,41.7660026550293,31.802001953125,42.07200241088867,30.196001052856445,73.78400421142578,67.67400360107422,64.2040023803711,59.45000457763672,61.45600128173828,51.858001708984375,32.134002685546875,34.71800231933594,24.86800193786621,24.496000289916992,73.78400421142578,60.612003326416016,52.21000289916992,54.45000076293945,28.678001403808594,33.564002990722656,18.12200164794922,22.73600196838379,9.276000022888184,13.544000625610352,73.78400421142578,50.13600158691406,41.428001403808594,41.500003814697266,34.70800018310547,33.018001556396484,27.80000114440918,27.304000854492188,23.788002014160156,21.334001541137695,11.69800090789795,7.578000545501709,54.618003845214844,9.952000617980957,31.612001609802245,34.46400146484375,61.13600234985351,31.360401391983032,37.73400175571442,43.65920219421387,52.94280242919922,36.98120193481445,36.67480125427246,44.564002990722656,26.991201078891756,34.65840187072754,36.41400203704834,54.45240249633789,42.23760204315185,68.2484031677246,29.720001220703125,50.37080307006836,42.61600227355957,30.629201412200928,35.550001335144046,72.41200408935546,61.43960189819336,47.63920249938965,32.84520149230957,27.796001052856447,33.53200130462646,53.34920234680176,49.59520225524902,37.242401695251466,44.29440193176269,28.071601247787477,46.15440292358399,50.24240264892578,33.81400127410889,40.301601791381835,51.289202499389646,42.392227573578175,45.341802195707956,39.835917621537256,20.961501479148865
resnet50_with_jpeg_compression_aws,32.18105217673112,73.62600708007812,60.88999938964844,62.454002380371094,2.6133334636688232,36.52000045776367,23.10519027709961,68.98106402164112,52.569882777276824,70.66999816894531,76.54000091552734,20.142000198364258,90.25,90.4000015258789,98.27083333333333,98.51082251082252,63.004926108374384,47.29064039408867,76.38400268554688,1.940000057220459,73.62600708007812,73.62600708007812,71.50200653076172,69.92400360107422,70.31200408935547,72.55599975585938,69.2280044555664,68.09000396728516,66.84200286865234,72.2540054321289,66.65800476074219,65.57400512695312,70.7300033569336,61.7660026550293,61.55400466918945,59.970001220703125,68.2300033569336,54.23200225830078,51.04600143432617,52.262001037597656,63.926002502441406,73.62600708007812,61.79600143432617,59.38200378417969,51.41800308227539,53.27400207519531,49.682003021240234,50.038002014160156,34.314002990722656,36.522003173828125,32.634002685546875,32.544002532958984,19.246000289916992,9.722000122070312,18.48200035095215,7.62600040435791,12.736001014709473,1.1980000734329224,12.454000473022461,0.9980000257492065,73.62600708007812,59.81200408935547,70.43000030517578,57.198001861572266,72.02000427246094,52.99200439453125,69.64400482177734,50.05600357055664,59.30800247192383,38.93800354003906,61.9900016784668,35.5620002746582,38.25200271606445,27.21200180053711,39.13199996948242,23.860000610351562,34.0620002746582,17.918001174926758,24.748001098632812,15.210000991821289,73.62600708007812,66.28600311279297,65.11199951171875,65.48400115966797,62.358001708984375,42.97600173950195,60.388004302978516,42.64800262451172,68.87800598144531,60.012001037597656,68.05400085449219,57.5680046081543,54.8900032043457,48.332000732421875,54.26400375366211,46.086002349853516,40.34000015258789,24.06800079345703,39.902000427246094,73.62600708007812,54.62400436401367,48.0420036315918,45.85600280761719,37.124000549316406,34.9640007019043,30.522001266479492,29.054000854492188,15.356000900268555,14.580000877380371,73.62600708007812,60.22600173950195,42.45800018310547,43.39800262451172,30.280000686645508,31.178001403808594,27.878002166748047,29.102001190185547,21.48200035095215,22.29400062561035,73.62600708007812,65.23400115966797,58.93800354003906,22.32400131225586,53.48600387573242,46.91200256347656,40.380001068115234,35.31800079345703,28.63800048828125,18.25200080871582,12.806000709533691,73.62600708007812,59.5160026550293,48.66200256347656,42.40400314331055,27.328001022338867,19.580001831054688,9.678000450134277,6.474000453948975,2.6100001335144043,1.846000075340271,60.94600296020508,50.678001403808594,26.584001541137695,19.96200180053711,14.430000305175781,73.62600708007812,51.23200225830078,39.64800262451172,32.18400192260742,27.382001876831055,20.266000747680664,9.416000366210938,6.288000106811523,2.8420002460479736,73.62600708007812,58.0880012512207,46.246002197265625,39.53600311279297,28.086000442504883,21.07400131225586,9.370000839233398,6.958000183105469,4.0,3.2920000553131104,44.380001068115234,50.80600357055664,27.910001754760742,27.71000099182129,27.298002243041992,29.25200080871582,16.368000030517578,18.056001663208008,13.588000297546387,14.068000793457031,73.62600708007812,70.75200653076172,59.5880012512207,59.288002014160156,55.160003662109375,47.31800079345703,35.294002532958984,36.65999984741211,27.554000854492188,24.73600196838379,73.62600708007812,62.006004333496094,57.99800109863281,54.28000259399414,36.70800018310547,30.7760009765625,25.448001861572266,20.09400177001953,15.17400074005127,11.884000778198242,73.62600708007812,52.34800338745117,40.84800338745117,43.0620002746582,32.54199981689453,34.820003509521484,26.374000549316406,28.41200065612793,22.02800178527832,22.11400032043457,39.46000289916992,8.76200008392334,70.17200469970703,34.97200012207031,36.37720146179199,39.37440299987793,60.01840362548828,32.38080224990845,34.86840250492096,46.82200241088867,40.93400268554687,35.8080020904541,35.815601921081544,55.45360336303711,30.11760175228119,36.15120162963867,41.79080219268799,57.544001770019534,46.60920295715332,65.3556037902832,32.265602111816406,25.908801078796387,27.978401565551756,25.789601182937623,40.108801460266115,39.14480209350586,63.7072036743164,47.750802230834964,25.964001631736757,22.38200101852417,34.520001602172854,71.47920379638671,63.454403686523435,36.328001976013184,48.334801483154294,30.58280243873596,53.18880157470703,37.23960151672363,35.00960159301758,39.08360252380371,50.24440307617188,41.75595090511518,43.897624830404915,39.7752018828141,38.34150195121765
bninception,33.2991249864967,73.52400207519531,61.98999786376953,61.590003967285156,3.4000000953674316,36.72666931152344,23.855844497680664,68.98106402164112,48.963029756537416,71.13999938964844,76.54000091552734,23.692001342773438,90.16999816894531,90.65999603271484,98.03472222222223,98.34632034632035,60.39408866995074,41.77339901477832,76.56000518798828,2.0180001258850098,72.96000671386719,66.4020004272461,70.94200134277344,63.794002532958984,71.16800689697266,63.20000457763672,69.14200592041016,59.862003326416016,68.2300033569336,60.1140022277832,56.922000885009766,65.88800048828125,49.570003509521484,63.932003021240234,45.31800079345703,60.82200241088867,32.676002502441406,57.58400344848633,28.716001510620117,53.64800262451172,65.14800262451172,67.24600219726562,62.144004821777344,63.12000274658203,55.57400131225586,62.94400405883789,50.92000198364258,56.5420036315918,40.36600112915039,54.05600357055664,34.28200149536133,43.16800308227539,24.184001922607422,29.63800048828125,19.41200065612793,16.16200065612793,16.332000732421875,8.358000755310059,12.992000579833984,3.6040000915527344,63.8800048828125,60.72200393676758,65.42000579833984,56.30400085449219,66.00800323486328,53.19400405883789,63.18000411987305,48.35000228881836,34.25400161743164,38.47600173950195,45.130001068115234,32.672000885009766,18.744001388549805,25.152000427246094,26.00800132751465,21.236000061035156,26.006000518798828,15.836000442504883,20.29400062561035,13.41200065612793,66.85600280761719,67.26800537109375,63.78600311279297,65.31999969482422,61.108001708984375,45.75400161743164,56.95000457763672,44.5780029296875,69.94600677490234,58.474002838134766,68.06999969482422,56.92400360107422,60.11000442504883,43.90800094604492,56.78400421142578,44.63200378417969,48.83400344848633,16.79400062561035,44.79800033569336,63.60000228881836,59.40800094604492,58.93800354003906,53.23400115966797,51.720001220703125,44.37600326538086,46.55600357055664,38.134002685546875,32.19000244140625,22.77800178527832,59.2400016784668,57.30400085449219,41.79600143432617,39.83000183105469,29.976001739501953,28.156002044677734,27.860000610351562,26.176000595092773,21.82400131225586,20.106000900268555,69.68600463867188,64.81400299072266,58.58000183105469,19.604000091552734,51.9900016784668,44.922000885009766,36.395999908447266,31.660001754760742,24.190000534057617,13.920001029968262,9.906000137329102,59.17200469970703,55.7660026550293,47.77000045776367,40.90800094604492,30.586002349853516,22.826000213623047,13.730000495910645,9.222000122070312,3.2240002155303955,2.1579999923706055,52.15400314331055,37.108001708984375,14.736001014709473,10.372000694274902,7.432000160217285,50.72800064086914,44.066001892089844,39.12800216674805,30.25200080871582,28.898000717163086,20.910001754760742,11.594000816345215,7.678000450134277,3.182000160217285,58.51400375366211,54.55000305175781,45.336002349853516,38.16600036621094,29.180002212524414,21.804000854492188,10.954000473022461,7.506000518798828,4.802000045776367,3.3940000534057617,48.368003845214844,52.41800308227539,34.47600173950195,30.00800132751465,35.730003356933594,33.8640022277832,24.654001235961914,22.836000442504883,19.21200180053711,16.23200035095215,69.62800598144531,69.83600616455078,60.204002380371094,58.89400100708008,55.15400314331055,48.78400421142578,30.68800163269043,35.194000244140625,23.894001007080078,23.68000030517578,61.130001068115234,57.82200241088867,54.56800079345703,50.19600296020508,33.820003509521484,27.726001739501953,22.826000213623047,17.82000160217285,12.964000701904297,9.670000076293945,73.52400207519531,50.31800079345703,39.236000061035156,40.55000305175781,35.038002014160156,34.178001403808594,28.11800193786621,27.884000778198242,24.998001098632812,22.358001708984375,12.41200065612793,9.622000694274902,51.89999771118164,11.139999389648438,34.39480094909668,38.67600212097168,61.37080383300781,30.89640164375305,44.44840221405029,46.21160202026367,50.60080261230469,32.6468017578125,43.58600196838379,41.77840232849121,36.519202041625974,35.05760154724121,37.06160125732422,58.07760238647461,43.753602027893066,66.7748046875,29.757201766967775,32.488002395629884,31.071601486206056,25.084000968933104,37.45920104980469,36.13920135498047,64.08840255737304,47.27760238647461,26.176000785827636,20.984801006317138,24.360401344299316,54.39240264892578,50.92240180969238,40.32080154418945,46.439602279663085,26.706000900268556,44.006402587890626,34.31440124511719,35.950001907348636,40.18280143737793,47.91360282897949,40.59413530765436,42.76113554901547,38.325727989799105,21.268499612808228
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resnet34,30.992762233985093,73.31400299072266,60.869998931884766,60.95600128173828,1.8666666746139526,36.073333740234375,23.47265625,67.98917944093779,47.97114517583408,70.05999755859375,76.13999938964844,21.68800163269043,89.94999694824219,90.29999542236328,98.125,98.3982683982684,57.931034482758626,42.758620689655174,76.4800033569336,3.000000238418579,72.42000579833984,63.72600173950195,69.37200164794922,62.130001068115234,70.78400421142578,60.746002197265625,67.48600006103516,59.05000305175781,67.91400146484375,58.0160026550293,56.48400115966797,64.32400512695312,50.14600372314453,63.80800247192383,48.87200164794922,59.39600372314453,39.272003173828125,57.74800109863281,37.518001556396484,52.75400161743164,65.0,67.01399993896484,60.21600341796875,60.65400314331055,55.19200134277344,62.58400344848633,49.20000076293945,54.37600326538086,39.0420036315918,54.288002014160156,33.11800003051758,41.69000244140625,23.43800163269043,33.04199981689453,19.238000869750977,17.530000686645508,15.62800121307373,11.63800048828125,12.972001075744629,4.61400032043457,62.35600280761719,59.23400115966797,62.96600341796875,54.978004455566406,63.552001953125,51.794002532958984,60.64400100708008,47.836002349853516,45.72800064086914,37.41600036621094,51.30800247192383,33.41400146484375,34.77799987792969,25.70400047302246,39.96800231933594,21.996000289916992,31.804000854492188,16.39000129699707,33.052001953125,13.840001106262207,66.75800323486328,66.0300064086914,62.62000274658203,63.59800338745117,61.6660041809082,43.46600341796875,57.79600143432617,41.30800247192383,69.91200256347656,53.980003356933594,66.62000274658203,52.2140007019043,59.092002868652344,39.05000305175781,55.10200119018555,39.5780029296875,47.082000732421875,14.882000923156738,43.750003814697266,63.936004638671875,57.16400146484375,59.38200378417969,50.89400100708008,51.78600311279297,41.55000305175781,45.78200149536133,35.178001403808594,30.798002243041992,20.29400062561035,59.01400375366211,56.112003326416016,40.94000244140625,39.23400115966797,28.856000900268555,27.780000686645508,26.680002212524414,25.910001754760742,20.154001235961914,19.634000778198242,69.18000030517578,63.400001525878906,57.60600280761719,16.292001724243164,51.332000732421875,44.038002014160156,37.564002990722656,30.316001892089844,25.420001983642578,12.77400016784668,11.136000633239746,60.156002044677734,58.566001892089844,48.57200241088867,47.60400390625,29.280000686645508,28.84200096130371,10.808000564575195,11.632000923156738,2.009999990463257,2.7780001163482666,53.24200439453125,40.630001068115234,17.57200050354004,12.462000846862793,8.494000434875488,47.63200378417969,46.90800094604492,36.97800064086914,35.645999908447266,26.948001861572266,27.014001846313477,8.836000442504883,10.974000930786133,1.7260000705718994,57.87200164794922,56.50800323486328,43.79800033569336,42.58400344848633,26.81800079345703,25.830001831054688,8.16200065612793,9.144000053405762,2.6760001182556152,3.8620002269744873,48.48800277709961,50.060001373291016,34.41800308227539,28.376001358032227,36.05000305175781,31.312002182006836,24.584001541137695,20.486000061035156,18.536001205444336,14.630001068115234,69.26399993896484,67.85600280761719,60.02000427246094,56.948001861572266,55.21600341796875,46.05000305175781,33.566001892089844,36.566001892089844,25.50800132751465,25.040000915527344,59.118003845214844,58.09400177001953,52.038002014160156,51.08400344848633,31.29400062561035,29.970001220703125,21.634000778198242,20.316001892089844,12.226000785827637,11.868000984191895,73.31400299072266,48.3280029296875,39.03200149536133,38.32200241088867,33.4640007019043,31.422000885009766,26.666000366210938,25.48000144958496,23.38800048828125,19.862001419067383,11.199999809265137,7.242000579833984,56.79999923706055,9.65999984741211,34.41280193328858,38.107601165771484,60.90200271606445,30.165201139450073,45.71320114135742,42.59800224304199,50.33680305480957,34.266401863098146,41.016001510620114,47.64360122680664,35.77280197143555,32.68280181884766,35.26200160980225,57.17760238647461,42.78280143737793,66.5348030090332,27.86520071029663,32.41520233154297,28.972801208496094,27.58560175895691,37.770401573181154,35.128802108764646,62.666402435302736,46.49200210571289,29.884401559829712,24.708400774002076,26.48000144958496,54.381202697753906,52.81080169677735,39.660001564025876,43.48160343170166,24.424001359939574,49.58760223388672,33.734001541137694,34.94880123138428,39.1728012084961,48.7148021697998,40.48469923826365,42.37175744904411,38.60882280500312,21.225499868392944
resnet18_swsl,33.48276979583018,73.28600311279297,62.459999084472656,63.08200454711914,6.240000247955322,52.31666946411133,35.86040496826172,69.79260595130748,50.85662759242561,70.54000091552734,76.41999816894531,20.660001754760742,90.68000030517578,91.08999633789062,98.22222222222223,98.59740259740259,60.443349753694584,43.103448275862064,76.38400268554688,1.630000114440918,72.96400451660156,63.368003845214844,69.28400421142578,61.564002990722656,71.78400421142578,59.066001892089844,67.94800567626953,57.28000259399414,69.91200256347656,56.18000411987305,53.630001068115234,65.70000457763672,46.198001861572266,66.72000122070312,42.93600082397461,61.978004455566406,33.402000427246094,62.006004333496094,29.942001342773438,56.586002349853516,63.83400344848633,71.4260025024414,58.81200408935547,65.0780029296875,51.96000289916992,69.73600006103516,45.374000549316406,61.46000289916992,33.68600082397461,65.28800201416016,27.548002243041992,52.91800308227539,17.650001525878906,48.78600311279297,14.374000549316406,27.89000129699707,11.428000450134277,21.386001586914062,9.498000144958496,6.908000469207764,64.47000122070312,60.182003021240234,63.676002502441406,54.67400360107422,65.92000579833984,52.32600402832031,62.156002044677734,46.37600326538086,55.3380012512207,35.044002532958984,55.220001220703125,28.272001266479492,46.336002349853516,21.018001556396484,46.23400115966797,15.986001014709473,44.21200180053711,11.986001014709473,40.314002990722656,9.172000885009766,70.96200561523438,65.6520004272461,65.98600006103516,63.564002990722656,65.45800018310547,41.380001068115234,60.10600280761719,39.72200012207031,71.69800567626953,48.858001708984375,68.11000061035156,47.46200180053711,64.7300033569336,32.66400146484375,59.6660041809082,33.65999984741211,53.71800231933594,11.038000106811523,48.68800354003906,68.42200469970703,61.45000457763672,65.55400085449219,56.55600357055664,59.37200164794922,47.814002990722656,53.0260009765625,39.836002349853516,36.46800231933594,23.11800193786621,59.794002532958984,56.228004455566406,43.052001953125,39.84800338745117,32.21800231933594,29.198001861572266,30.150001525878906,27.2080020904541,24.18800163269043,21.444000244140625,69.76600646972656,64.20000457763672,58.73600387573242,12.072000503540039,50.9160041809082,44.53000259399414,34.33000183105469,30.09600067138672,19.696001052856445,10.09000015258789,6.434000492095947,58.20600128173828,56.44600296020508,43.974002838134766,42.94600296020508,22.380001068115234,23.952001571655273,6.244000434875488,8.576000213623047,1.0420000553131104,1.6640000343322754,49.73200225830078,33.612003326416016,12.406000137329102,8.648000717163086,5.658000469207764,38.10600280761719,42.284000396728516,24.998001098632812,27.560001373291016,15.928000450134277,18.84400177001953,4.2900004386901855,6.468000411987305,0.9020000696182251,54.87800216674805,53.94400405883789,38.20800018310547,38.22200012207031,19.868000030517578,21.6460018157959,4.538000106811523,6.304000377655029,1.4420000314712524,2.454000234603882,50.89600372314453,51.20000076293945,38.35000228881836,30.066001892089844,40.108001708984375,32.902000427246094,28.078001022338867,22.316001892089844,22.326000213623047,16.91400146484375,69.24000549316406,67.5,58.98800277709961,55.948001861572266,54.31800079345703,45.302001953125,31.73000144958496,33.89200210571289,22.358001708984375,22.150001525878906,57.30400085449219,56.220001220703125,48.374000549316406,48.52400207519531,24.992000579833984,26.446001052856445,15.404000282287598,16.784000396728516,7.87000036239624,8.848000526428223,44.98800277709961,46.018001556396484,35.5,35.108001708984375,30.54400062561035,28.336000442504883,23.7760009765625,22.788002014160156,21.09200096130371,17.86400032043457,9.539999961853027,8.019999504089355,48.39999771118164,9.220000267028809,30.89600200653076,36.1112024307251,65.31320343017578,26.369201135635375,55.32440185546875,39.29600105285645,56.56840209960937,31.364401054382324,45.75480308532715,55.25520248413086,42.85080213546753,30.022801208496094,30.788800525665284,60.51120223999023,42.643602752685545,68.67720336914063,23.786800503730774,35.95160179138183,30.6796012878418,24.514001321792602,35.1152024269104,37.88040199279785,64.2992042541504,44.95840148925781,26.71680154800415,19.357200813293456,22.01120138168335,51.64280242919922,49.07040176391602,35.71160182952881,39.9184009552002,16.844800972938536,53.52000198364258,34.78520240783691,31.121201515197754,31.180001068115235,47.32680244445801,39.94566347048833,42.071913003921516,37.72865447245146,18.794999361038208
resnet50_with_gaussian_noise_aws,30.387814626768932,72.97000122070312,60.56999969482422,58.65400314331055,2.5199999809265137,37.44000244140625,23.30169677734375,69.43192064923355,54.5536519386835,70.06999969482422,75.73999786376953,21.260000228881836,89.77999877929688,89.94999694824219,98.08333333333333,98.42424242424242,60.73891625615764,46.206896551724135,74.8800048828125,2.686000108718872,72.97000122070312,72.97000122070312,70.37800598144531,66.71800231933594,70.2040023803711,67.3800048828125,68.36600494384766,64.34200286865234,67.15800476074219,65.60600280761719,62.316001892089844,65.04600524902344,58.432003021240234,62.46200180053711,54.26400375366211,59.69600296020508,43.48800277709961,55.64200210571289,38.02000045776367,52.03000259399414,63.746002197265625,72.97000122070312,61.21200180053711,57.310001373291016,51.63200378417969,50.452003479003906,49.474002838134766,47.14600372314453,34.624000549316406,32.06999969482422,32.63800048828125,28.292001724243164,19.886001586914062,6.432000160217285,18.604000091552734,5.03000020980835,13.510000228881836,0.9200000166893005,12.520000457763672,0.8160000443458557,72.97000122070312,61.14800262451172,68.27200317382812,58.18400192260742,70.0060043334961,55.040000915527344,67.4280014038086,51.77800369262695,61.32200241088867,42.07200241088867,61.21000289916992,37.94600296020508,44.590003967285156,30.06800079345703,45.89400100708008,25.854001998901367,36.37800216674805,19.838001251220703,31.038002014160156,15.982000350952148,72.97000122070312,65.82400512695312,62.77000427246094,64.9520034790039,59.544002532958984,43.10600280761719,57.29600143432617,42.59400177001953,68.81400299072266,62.01200485229492,67.02200317382812,59.46000289916992,56.61600112915039,51.78200149536133,53.88200378417969,49.98400115966797,44.11000061035156,28.75200080871582,40.59600067138672,72.97000122070312,50.874000549316406,43.428001403808594,41.194000244140625,32.12800216674805,29.836002349853516,27.310001373291016,25.05000114440918,13.708000183105469,12.394001007080078,72.97000122070312,60.21600341796875,45.32400131225586,45.16600036621094,33.354000091552734,33.70600128173828,31.12200164794922,31.512001037597656,24.202001571655273,24.86400032043457,72.97000122070312,65.50200653076172,60.53000259399414,27.84600067138672,54.83400344848633,49.73800277709961,42.43400192260742,38.650001525878906,30.394001007080078,19.910001754760742,12.818000793457031,72.97000122070312,60.070003509521484,71.83200073242188,46.90800094604492,70.39800262451172,25.220001220703125,67.95600128173828,9.657999992370605,63.82200241088867,2.56600022315979,60.3900032043457,51.68600082397461,32.2660026550293,25.584001541137695,18.972000122070312,72.97000122070312,53.96000289916992,68.30599975585938,37.00400161743164,66.3080062866211,24.424001693725586,62.656002044677734,8.522000312805176,54.406002044677734,72.97000122070312,59.35600280761719,71.60600280761719,43.86000061035156,70.03400421142578,25.43600082397461,64.58800506591797,9.68600082397461,49.868003845214844,4.634000301361084,49.56200408935547,53.12000274658203,34.332000732421875,32.178001403808594,31.540000915527344,31.98400115966797,19.09200096130371,19.73200035095215,17.54800033569336,17.145999908447266,72.97000122070312,69.96200561523438,62.06200408935547,60.53200149536133,58.55400466918945,49.94400405883789,37.89400100708008,38.4640007019043,30.090002059936523,26.808000564575195,72.97000122070312,62.470001220703125,72.35400390625,56.23400115966797,70.84000396728516,33.3380012512207,69.24200439453125,22.3960018157959,65.94400024414062,13.712000846862793,72.97000122070312,53.74400329589844,44.2140007019043,45.474002838134766,35.45600128173828,37.018001556396484,28.98400115966797,30.742000579833984,23.724000930786133,23.756000518798828,48.566001892089844,9.640000343322754,70.9260025024414,46.37600326538086,37.9488021850586,41.633201599121094,60.41080169677734,69.39560165405274,32.568800914287564,48.96720199584961,37.90880126953125,37.6300012588501,31.86960105895996,57.05320281982422,27.718801414966585,38.1468017578125,70.27000274658204,56.313202667236325,48.359601974487305,65.68720245361328,65.81320343017578,30.414801406860352,30.8320011138916,28.59440107345581,41.19640274047852,41.394401168823244,63.103204345703126,49.142002487182616,28.884401178359987,25.31920132637024,37.779601669311525,61.57520294189453,57.13200225830078,36.67960166931152,50.295203018188474,64.92920227050782,54.768402099609375,39.09280128479004,34.889601135253905,41.06960105895996,52.31400260925293,45.56448397758678,51.54291315012508,40.49097026586532,43.877002000808716
resnet50_with_gaussian_noise_contrast_motion_blur_jpeg_compression_aws,31.90018364480933,72.72000122070312,60.13999938964844,61.426002502441406,2.746666669845581,36.38999938964844,23.46676254272461,70.96483318304779,53.29125338142471,69.47000122070312,75.56999969482422,21.724000930786133,89.62999725341797,90.0199966430664,98.02777777777779,98.3896103896104,61.724137931034484,46.108374384236456,75.21600341796875,6.772000312805176,72.72000122070312,72.72000122070312,71.33000183105469,67.7760009765625,70.22400665283203,71.72200012207031,69.29600524902344,65.16800689697266,67.3800048828125,71.15800476074219,63.34800338745117,66.35000610351562,69.4280014038086,63.302001953125,57.18400192260742,61.54600143432617,66.83000183105469,57.092002868652344,46.26400375366211,54.62000274658203,72.98200225830078,72.72000122070312,69.76200103759766,69.99600219726562,72.43600463867188,73.34600067138672,68.53400421142578,68.74200439453125,71.78600311279297,73.21800231933594,66.89600372314453,66.71400451660156,70.99200439453125,72.84800720214844,63.62200164794922,60.006004333496094,70.04400634765625,72.33600616455078,59.682003021240234,42.38600158691406,72.72000122070312,65.01600646972656,69.11800384521484,60.85000228881836,70.18800354003906,60.55000305175781,68.60200500488281,55.97600173950195,52.858001708984375,51.28400421142578,56.74200439453125,42.284000396728516,32.444000244140625,40.5260009765625,36.454002380371094,29.1460018157959,24.09600067138672,28.93600082397461,25.09200096130371,18.660001754760742,72.72000122070312,67.3280029296875,64.84200286865234,66.96600341796875,61.55600357055664,45.302001953125,60.43800354003906,46.070003509521484,68.77400207519531,59.97200393676758,68.10800170898438,58.650001525878906,57.49200439453125,46.608001708984375,55.91400146484375,46.832000732421875,47.09400177001953,19.310001373291016,43.832000732421875,72.72000122070312,63.026004791259766,61.75400161743164,58.01400375366211,53.76400375366211,48.906002044677734,46.974002838134766,41.724002838134766,29.740001678466797,24.838001251220703,72.72000122070312,60.04600143432617,46.018001556396484,45.492000579833984,35.65999984741211,35.0780029296875,33.89400100708008,33.24800109863281,28.16600227355957,27.20400047302246,72.72000122070312,67.24600219726562,63.44200134277344,21.356000900268555,58.73600387573242,54.314002990722656,47.676002502441406,45.314002990722656,34.90800094604492,27.59200096130371,15.918001174926758,72.72000122070312,60.810001373291016,71.24800109863281,52.62800216674805,69.34000396728516,37.474002838134766,66.26800537109375,20.05000114440918,61.090003967285156,6.592000484466553,59.15800094604492,47.124000549316406,23.910001754760742,18.242000579833984,12.176000595092773,72.72000122070312,53.89200210571289,69.42400360107422,43.8120002746582,68.03600311279297,35.1140022277832,64.0060043334961,18.02800178527832,59.108001708984375,72.72000122070312,59.9900016784668,71.21600341796875,49.63600158691406,69.22200012207031,35.7140007019043,64.31999969482422,17.126001358032227,58.202003479003906,9.178000450134277,49.704002380371094,53.99400329589844,37.57200241088867,35.172000885009766,34.262001037597656,34.46800231933594,21.660001754760742,22.62200164794922,20.542001724243164,19.286001205444336,72.72000122070312,70.16200256347656,58.17000198364258,58.686004638671875,53.932003021240234,47.09800338745117,33.678001403808594,34.294002532958984,25.796001434326172,22.910001754760742,72.72000122070312,62.3900032043457,72.14400482177734,57.37600326538086,69.79400634765625,40.00800323486328,68.06600189208984,29.98200225830078,64.88600158691406,19.744001388549805,72.72000122070312,63.428001403808594,58.69200134277344,56.7660026550293,54.80000305175781,50.8900032043457,49.34400177001953,45.23800277709961,43.3900032043457,36.33400344848633,15.976000785827637,7.642000198364258,54.69200134277344,13.340001106262207,41.383201599121094,49.262403106689455,61.52720260620117,68.133203125,72.893603515625,47.974802017211914,52.99040222167969,41.90000267028809,47.30160293579102,50.46120147705078,61.56880340576172,50.531202697753905,69.52200317382812,58.62680206298828,52.676401901245114,66.143603515625,67.13600158691406,32.74800186157226,33.10840187072754,34.32880115509033,44.89680213928223,43.29160118103027,64.62840347290039,46.63000297546387,35.51080160140991,31.52360134124756,32.12200088500977,70.37160186767578,59.94800338745117,71.64800415039062,47.704002380371094,66.65880279541015,51.20160331726074,40.21360130310059,65.69920272827149,55.78920211791992,48.85920181274414,51.796515164008504,58.2120246887207,46.794612819270085,22.912500858306885
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resnet50_with_contrast_aws,30.04213027978827,72.00200653076172,58.869998931884766,59.64600372314453,1.7200000286102295,33.86333465576172,21.055631637573242,66.18575293056807,45.4463480613165,67.93999481201172,73.94999694824219,20.434001922607422,88.95999908447266,89.3499984741211,97.90277777777779,98.33766233766234,57.931034482758626,39.556650246305416,73.87200164794922,1.1360000371932983,72.00200653076172,72.00200653076172,68.74400329589844,60.36600112915039,69.74600219726562,59.38200378417969,66.91200256347656,57.096004486083984,66.6520004272461,56.708003997802734,54.208003997802734,63.45000457763672,48.44600296020508,61.63200378417969,45.64400100708008,58.0420036315918,37.45600128173828,54.22600173950195,34.698001861572266,50.246002197265625,63.0160026550293,72.00200653076172,58.80800247192383,67.38999938964844,52.74400329589844,73.24600219726562,47.8900032043457,66.0580062866211,36.60200119018555,73.22400665283203,31.764001846313477,63.426002502441406,20.806001663208008,73.11200714111328,17.650001525878906,53.592002868652344,13.406001091003418,72.74000549316406,11.730000495910645,32.7400016784668,72.00200653076172,57.61600112915039,62.3380012512207,52.62600326538086,59.90400314331055,49.98400115966797,59.19000244140625,45.03600311279297,48.34800338745117,35.98200225830078,51.48600387573242,31.496002197265625,36.70600128173828,24.386001586914062,41.474002838134766,21.170000076293945,34.272003173828125,15.980000495910645,34.69600296020508,13.726000785827637,72.00200653076172,65.04400634765625,60.044002532958984,62.21200180053711,59.10000228881836,41.98200225830078,54.79600143432617,40.05600357055664,67.70600128173828,54.202003479003906,64.91400146484375,52.7660026550293,53.682003021240234,38.910003662109375,50.69600296020508,40.27000045776367,38.384002685546875,13.904000282287598,36.428001403808594,72.00200653076172,59.130001068115234,61.5780029296875,53.21800231933594,53.31800079345703,43.150001525878906,46.27800369262695,34.952003479003906,29.1200008392334,18.858001708984375,72.00200653076172,56.388004302978516,42.3900032043457,40.80600357055664,31.464000701904297,30.27800178527832,29.584001541137695,28.644001007080078,23.266000747680664,22.652000427246094,72.00200653076172,61.76000213623047,54.900001525878906,15.946001052856445,48.44400405883789,41.0880012512207,35.00600051879883,29.11600112915039,24.360000610351562,13.782000541687012,11.062000274658203,72.00200653076172,57.27000427246094,47.426002502441406,45.37600326538086,26.838001251220703,25.57000160217285,7.604000568389893,8.596000671386719,0.9260000586509705,1.5240000486373901,50.98800277709961,38.46000289916992,17.538000106811523,12.53600025177002,8.522000312805176,72.00200653076172,40.43400192260742,33.35000228881836,28.530000686645508,22.268001556396484,19.12200164794922,4.794000148773193,5.6020002365112305,0.6680000424385071,72.00200653076172,54.52800369262695,41.656002044677734,39.34400177001953,23.066001892089844,21.296001434326172,4.168000221252441,5.038000106811523,0.9880000352859497,1.6540000438690186,46.178001403808594,48.94200134277344,32.810001373291016,28.856000900268555,33.27000045776367,31.042001724243164,21.516000747680664,20.25800132751465,17.532001495361328,16.40999984741211,72.00200653076172,67.23400115966797,56.314002990722656,54.552001953125,51.05000305175781,42.75400161743164,26.402000427246094,30.902002334594727,19.560001373291016,20.392000198364258,72.00200653076172,56.72600173950195,50.86000061035156,49.27000045776367,26.84200096130371,25.564001083374023,15.176000595092773,14.898000717163086,6.336000442504883,7.200000286102295,72.00200653076172,47.12800216674805,36.28200149536133,38.290000915527344,32.87200164794922,32.3380012512207,26.584001541137695,26.756000518798828,23.9580020904541,21.642000198364258,9.792000770568848,7.698000431060791,42.64800262451172,9.034000396728516,32.810801887512206,36.78960132598877,58.17480316162109,30.959202182292938,72.86480560302735,42.25000190734863,52.45920295715332,30.731600856781007,41.861602020263675,50.246403503417966,56.64120254516602,33.230801010131835,34.24320182800293,53.37560195922852,42.177602195739745,64.85160293579102,28.376002144813537,30.261201095581054,29.10160102844238,24.37200140953064,36.12640151977539,39.74120254516602,61.47880325317383,43.16680145263672,27.667201972007753,18.964800906181335,25.60880126953125,54.7988037109375,50.40240249633789,37.31480197906494,42.808403205871585,26.61640211343765,49.83680267333985,35.75360221862793,33.56840190887451,38.339602661132815,45.06560287475586,40.84917148626768,43.67158044576645,38.260486015520605,17.29300105571747
mobilenet_v2,30.166360591984443,71.87800598144531,59.02000045776367,58.538002014160156,1.8000000715255737,30.99333381652832,19.098430633544922,61.49684400360685,42.019837691614065,67.47999572753906,73.83000183105469,16.784000396728516,88.30999755859375,89.32999420166016,97.65972222222223,98.25974025974025,53.79310344827586,37.881773399014776,74.09600067138672,1.0360000133514404,70.85000610351562,59.91400146484375,66.3479995727539,58.19000244140625,68.8280029296875,56.506004333496094,64.01800537109375,54.62000274658203,65.19200134277344,53.95600128173828,51.96200180053711,60.2920036315918,44.634002685546875,59.8180046081543,42.66600036621094,54.176002502441406,31.630001068115234,52.60600280761719,30.406002044677734,46.10600280761719,60.80600357055664,62.87600326538086,55.44200134277344,54.208003997802734,49.13600158691406,56.58400344848633,43.30800247192383,45.09800338745117,33.0780029296875,44.41400146484375,27.444002151489258,29.090002059936523,18.82200050354004,19.178001403808594,15.046000480651855,8.136000633239746,12.628000259399414,3.5200002193450928,10.074000358581543,1.7700001001358032,45.44400405883789,53.55600357055664,56.16800308227539,48.96600341796875,39.84800338745117,42.21600341796875,53.50200271606445,39.97800064086914,24.7080020904541,25.66200065612793,35.65800094604492,25.6200008392334,14.018000602722168,15.998001098632812,20.66200065612793,16.31599998474121,9.86400032043457,9.788000106811523,15.760001182556152,9.646000862121582,63.704002380371094,64.06800079345703,58.01400375366211,60.208003997802734,59.06200408935547,41.9640007019043,53.730003356933594,38.314002990722656,67.91800689697266,51.94600296020508,63.17400360107422,50.314002990722656,55.040000915527344,35.28600311279297,50.44400405883789,36.720001220703125,41.63800048828125,12.290000915527344,38.070003509521484,59.16400146484375,49.80000305175781,53.20600128173828,42.14200210571289,44.94200134277344,31.884000778198242,39.93400192260742,26.07600212097168,24.054000854492188,12.656000137329102,51.590003967285156,49.742000579833984,31.374000549316406,30.9320011138916,20.020000457763672,19.920000076293945,18.31599998474121,18.29400062561035,13.070000648498535,12.962000846862793,65.4540023803711,59.28200149536133,47.880001068115234,14.320000648498535,44.42000198364258,31.51000213623047,29.296001434326172,19.428001403808594,19.04400062561035,8.242000579833984,7.982000350952148,49.85600280761719,51.41800308227539,34.104000091552734,37.150001525878906,14.894001007080078,17.974000930786133,3.4180002212524414,5.5420002937316895,0.47600001096725464,1.00600004196167,45.4640007019043,31.314001083374023,12.01400089263916,8.447999954223633,6.360000133514404,36.25600051879883,42.0780029296875,23.328001022338867,26.840002059936523,14.678000450134277,17.556001663208008,2.6440000534057617,4.958000183105469,0.3880000114440918,46.428001403808594,49.21800231933594,29.6820011138916,32.2140007019043,13.666000366210938,16.642000198364258,2.490000009536743,4.568000316619873,0.7360000610351562,1.7400001287460327,42.694000244140625,44.85000228881836,26.84600067138672,21.332000732421875,28.806001663208008,23.990001678466797,17.540000915527344,14.622000694274902,10.634000778198242,8.973999977111816,67.78800201416016,64.91000366210938,57.61600112915039,53.32600402832031,52.064002990722656,42.91600036621094,32.305999755859375,33.672000885009766,21.59400177001953,20.450000762939453,48.624000549316406,51.676002502441406,39.7140007019043,43.0780029296875,19.95600128173828,22.32400131225586,12.084000587463379,14.316000938415527,5.716000080108643,7.840000152587891,71.87800598144531,44.24400329589844,33.84400177001953,34.46600341796875,28.4580020904541,27.426000595092773,22.50200080871582,22.052001953125,19.256000518798828,16.884000778198242,8.9399995803833,7.094000339508057,45.840003967285156,8.068000793457031,28.105201148986815,29.444001770019533,57.47240295410156,20.54960082769394,37.314401960372926,39.97520236968994,44.26000137329102,27.846801567077637,32.51160163879395,26.776402091979982,27.660402035713197,29.014402008056642,25.218800640106203,52.68640365600586,34.502801513671876,63.45880355834961,18.600400590896605,25.304000854492188,22.75360107421875,20.876400732994078,32.004801177978514,26.874001121520998,58.18800277709961,43.05480194091797,22.618001174926757,18.49360136985779,20.720000553131104,49.32800216674805,47.56880187988281,34.89400177001953,41.110801696777344,15.458800411224365,36.35000171661377,26.370000648498536,30.262801361083984,35.18760223388672,46.27360153198242,33.95926313614234,35.112690503729716,32.47688583323829,17.485501170158386
resnet50_with_fog_aws,29.863886788376366,71.75800323486328,58.189998626708984,57.99200439453125,2.320000171661377,33.55666732788086,20.39340591430664,64.92335437330928,45.98737601442741,67.31999969482422,73.72000122070312,18.564001083374023,88.83999633789062,89.61000061035156,97.84722222222221,98.2943722943723,56.945812807881765,39.90147783251231,73.88800048828125,0.5139999985694885,71.75800323486328,71.75800323486328,66.35000610351562,56.7760009765625,68.00800323486328,53.00400161743164,63.80600357055664,52.17000198364258,64.30000305175781,48.932003021240234,48.25400161743164,59.93000411987305,37.12000274658203,58.47200393676758,37.38800048828125,53.61000442504883,24.46200180053711,50.13800048828125,25.578001022338867,45.19200134277344,61.3380012512207,71.75800323486328,55.71400451660156,64.42400360107422,50.802001953125,70.46000671386719,44.814002990722656,61.19600296020508,34.36600112915039,66.40400695800781,29.450000762939453,53.40400314331055,18.9060001373291,53.42000198364258,15.768000602722168,31.558000564575195,11.980000495910645,33.992000579833984,10.136000633239746,9.74000072479248,71.75800323486328,56.22200393676758,56.172000885009766,49.178001403808594,51.742000579833984,48.85400390625,52.428001403808594,41.64400100708008,28.700000762939453,34.47800064086914,40.70600128173828,27.360000610351562,17.378000259399414,22.942001342773438,26.304000854492188,17.73200035095215,13.168000221252441,15.318000793457031,18.772001266479492,11.704000473022461,71.75800323486328,63.60600280761719,62.342002868652344,59.45600128173828,60.272003173828125,39.24800109863281,54.82400131225586,36.10200119018555,64.16799926757812,47.41600036621094,59.62200164794922,47.958003997802734,44.03000259399414,29.68800163269043,39.926002502441406,35.07200241088867,26.6200008392334,7.722000598907471,23.806001663208008,71.75800323486328,67.78600311279297,74.7300033569336,66.79199981689453,74.69200134277344,65.24800109863281,74.3280029296875,62.13200378417969,73.22000122070312,52.156002044677734,71.75800323486328,56.01000213623047,42.58400344848633,42.474002838134766,31.18600082397461,32.27000045776367,29.578001022338867,30.420001983642578,23.57000160217285,24.66200065612793,71.75800323486328,59.202003479003906,53.77400207519531,12.108000755310059,45.5160026550293,40.46000289916992,31.468002319335938,27.224000930786133,20.944000244140625,11.734000205993652,9.268000602722168,71.75800323486328,52.00400161743164,36.426002502441406,36.50400161743164,12.470000267028809,16.30000114440918,1.5260000228881836,4.6020002365112305,0.1680000126361847,0.8300000429153442,47.496002197265625,34.34600067138672,14.430000305175781,10.258000373840332,7.520000457763672,71.75800323486328,36.22800064086914,19.428001403808594,22.59000015258789,7.478000164031982,13.046000480651855,0.46400001645088196,2.6000001430511475,0.1680000126361847,71.75800323486328,49.362003326416016,31.042001724243164,31.1460018157959,10.256000518798828,13.72800064086914,1.0200001001358032,3.000000238418579,0.2900000214576721,1.1460000276565552,45.42000198364258,47.76400375366211,34.71600341796875,31.2760009765625,34.90400314331055,31.636001586914062,24.306001663208008,22.086000442504883,19.860000610351562,19.698001861572266,71.75800323486328,65.4320068359375,55.09800338745117,52.16200256347656,48.88800048828125,39.77000045776367,26.018001556396484,30.042001724243164,20.564001083374023,20.618000030517578,71.75800323486328,52.7920036315918,45.204002380371094,44.038002014160156,15.734001159667969,18.916000366210938,6.592000484466553,9.968000411987305,2.184000015258789,4.622000217437744,71.75800323486328,43.13600158691406,34.09600067138672,34.454002380371094,29.830001831054688,28.82400131225586,23.354001998901367,23.084001541137695,20.36600112915039,18.532001495361328,10.128000259399414,8.164000511169434,41.064002990722656,9.402000427246094,29.523600769042968,35.562802124023435,53.369601821899415,24.46960120797157,59.20680389404297,38.139201927185056,73.74560241699218,26.067201328277587,62.822801971435545,36.549201011657715,44.064402198791505,29.60600166320801,28.294401454925538,48.10400199890137,40.99000186920166,62.53520278930664,22.87320111989975,31.841202163696288,30.492001724243163,19.676401209831237,33.279601860046384,39.73520202636719,57.77760391235351,41.6048023223877,22.048000931739807,14.995600283145905,22.810000801086424,47.05520248413086,44.03320121765137,35.478400993347165,37.53600130081177,19.859200966358184,38.87640113830567,37.167201614379884,31.176401901245118,35.88080177307129,44.465201950073244,37.90430947740872,40.52486852043205,35.382338461750436,17.1895010471344
resnet18_lpf3,28.34611645241439,71.6820068359375,58.5099983215332,59.246002197265625,1.8933334350585938,33.86000061035156,21.60781478881836,63.93146979260595,43.82326420198377,67.56999969482422,73.41999816894531,16.780000686645508,88.15999603271484,88.87999725341797,97.76388888888889,98.21645021645021,55.36945812807882,38.42364532019704,73.12000274658203,2.4040000438690186,70.9520034790039,60.070003509521484,66.81800079345703,57.970001220703125,69.02400207519531,55.91800308227539,64.94600677490234,53.65800094604492,66.04400634765625,52.592002868652344,50.342002868652344,61.884002685546875,42.428001403808594,61.66200256347656,40.12000274658203,56.90200424194336,30.02800178527832,55.082000732421875,28.090002059936523,49.63800048828125,61.77800369262695,64.64600372314453,56.018001556396484,57.52400207519531,49.380001068115234,59.638004302978516,43.406002044677734,50.48600387573242,32.6879997253418,49.704002380371094,28.040000915527344,36.93800354003906,19.144001007080078,26.75200080871582,16.238000869750977,13.664000511169434,13.02400016784668,8.60200023651123,11.130000114440918,3.4720001220703125,62.406002044677734,55.458003997802734,60.19200134277344,50.37000274658203,62.03400421142578,45.858001708984375,56.70000457763672,42.3280029296875,43.426002502441406,29.950000762939453,45.04800033569336,27.238000869750977,28.07200050354004,18.588001251220703,30.62200164794922,17.042001724243164,23.474000930786133,11.278000831604004,23.394001007080078,10.52400016784668,63.84400177001953,64.60200500488281,58.62600326538086,60.910003662109375,59.23200225830078,43.95600128173828,53.94400405883789,40.72200012207031,68.04000091552734,49.66200256347656,64.19200134277344,47.14400100708008,56.25800323486328,33.862003326416016,51.932003021240234,33.48400115966797,43.96600341796875,11.878000259399414,40.236000061035156,60.55000305175781,53.21200180053711,55.336002349853516,46.41400146484375,47.204002380371094,36.7400016784668,41.30800247192383,30.57200050354004,26.468000411987305,16.716001510620117,55.36000442504883,51.99800109863281,36.8380012512207,34.75800323486328,25.1820011138916,23.98600196838379,23.500001907348633,22.34400177001953,17.532001495361328,16.788000106811523,67.71600341796875,59.94600296020508,53.73800277709961,12.930000305175781,46.24400329589844,36.428001403808594,31.250001907348633,21.928001403808594,20.216001510620117,8.878000259399414,8.57800006866455,55.81200408935547,53.43800354003906,43.320003509521484,40.290000915527344,25.73200035095215,22.556001663208008,10.398000717163086,8.958000183105469,2.388000011444092,2.376000165939331,47.86600112915039,33.72600173950195,13.19800090789795,9.326000213623047,6.366000175476074,41.19200134277344,41.952003479003906,31.532001495361328,29.014001846313477,23.39000129699707,20.34400177001953,9.124000549316406,7.598000526428223,2.56600022315979,53.60600280761719,51.12800216674805,39.608001708984375,36.60200119018555,24.88800048828125,21.612001419067383,8.562000274658203,7.822000503540039,3.3340001106262207,3.4900002479553223,45.68600082397461,46.33400344848633,29.75400161743164,23.498001098632812,31.444002151489258,26.356000900268555,19.470001220703125,15.886000633239746,13.146000862121582,10.802000045776367,67.90800476074219,65.33600616455078,58.05800247192383,53.224002838134766,53.724002838134766,42.46800231933594,30.940000534057617,32.64800262451172,23.926000595092773,21.606000900268555,56.32400131225586,54.26400375366211,49.150001525878906,46.98600387573242,30.00400161743164,27.50800132751465,20.886001586914062,18.70800018310547,12.476000785827637,11.066000938415527,71.6820068359375,45.79600143432617,38.63800048828125,36.486000061035156,33.19200134277344,30.214000701904297,27.020000457763672,24.86600112915039,23.696001052856445,20.034000396728516,10.219999313354492,6.958000183105469,54.46800231933594,9.022000312805176,29.50040168762207,32.22640171051025,58.268002319335935,27.530001735687257,41.868402290344235,39.038001251220706,46.17320213317871,31.706402015686034,36.73080139160156,43.88240203857422,32.41680202484131,31.479200744628905,33.76800136566162,53.78600234985352,37.737601852416994,64.55280303955078,25.999601078033447,27.900001335144044,24.57520122528076,24.130801105499266,33.246801948547365,31.682402038574217,60.03760299682617,43.05640296936035,25.523601293563843,20.26240153312683,22.096400833129884,48.20720252990723,46.036001968383786,35.20280113220215,40.792002487182614,21.560800981521606,43.191201782226564,29.97480163574219,30.96640110015869,38.84560203552246,46.91120223999023,36.84332484832176,39.061579685740995,34.618696413542104,20.16700053215027
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resnet18_lpf2,29.323754996219076,71.39000701904297,58.529998779296875,58.85200119018555,1.6133333444595337,32.99333572387695,20.605632781982422,62.93958521190262,43.733092876465285,67.86000061035156,73.58000183105469,16.974000930786133,88.3699951171875,89.29999542236328,97.8125,98.23376623376623,54.8768472906404,39.01477832512315,73.10400390625,1.5260000228881836,70.4780044555664,60.204002380371094,66.57600402832031,57.83000183105469,68.66600036621094,55.70600128173828,64.7280044555664,53.90400314331055,65.58000183105469,52.256004333496094,50.454002380371094,61.410003662109375,41.26400375366211,61.24400329589844,39.802001953125,56.512001037597656,26.448001861572266,54.798004150390625,26.060001373291016,49.48200225830078,62.44000244140625,64.52200317382812,56.708003997802734,57.37600326538086,50.7920036315918,59.93400192260742,44.69200134277344,50.768001556396484,34.68600082397461,50.92000198364258,29.060001373291016,38.47800064086914,19.7760009765625,29.43800163269043,16.362001419067383,15.870000839233398,13.088000297546387,10.064000129699707,10.854000091552734,3.9640002250671387,62.090003967285156,56.1660041809082,60.22200393676758,51.250003814697266,60.16800308227539,47.48600387573242,57.224002838134766,43.25600051879883,41.98400115966797,32.00200271606445,46.43000030517578,28.566001892089844,25.416000366210938,20.07200050354004,31.322002410888672,17.2760009765625,17.838001251220703,11.562000274658203,22.73000144958496,10.38800048828125,64.13800048828125,64.74200439453125,59.39200210571289,60.9160041809082,59.33200454711914,43.73400115966797,55.134002685546875,40.5780029296875,67.58399963378906,48.40400314331055,63.9900016784668,46.77400207519531,55.48400115966797,32.01000213623047,51.73200225830078,33.145999908447266,42.69200134277344,10.210000038146973,39.284000396728516,60.69000244140625,53.28600311279297,55.630001068115234,47.14400100708008,48.17400360107422,37.842002868652344,42.62000274658203,31.358001708984375,27.052001953125,17.25,55.560001373291016,52.064002990722656,37.55000305175781,35.18800354003906,25.750001907348633,24.37200164794922,23.834001541137695,22.59400177001953,17.940000534057617,16.947999954223633,67.43000030517578,60.380001068115234,54.62200164794922,11.450000762939453,47.208003997802734,38.952003479003906,33.16800308227539,25.374000549316406,21.518001556396484,10.15000057220459,8.34000015258789,55.97200393676758,54.0260009765625,44.28600311279297,41.678001403808594,25.43000030517578,23.746000289916992,7.768000602722168,8.594000816345215,1.0320000648498535,1.5160000324249268,48.362003326416016,34.84400177001953,13.442000389099121,9.508000373840332,6.026000499725342,43.470001220703125,43.72800064086914,33.332000732421875,30.98200225830078,24.244001388549805,22.064001083374023,6.748000144958496,7.7920002937316895,1.0540000200271606,53.798004150390625,51.76400375366211,39.64800262451172,37.61600112915039,23.32000160217285,21.95600128173828,6.214000225067139,6.578000545501709,2.134000062942505,2.4760000705718994,46.05000305175781,46.50400161743164,30.680002212524414,24.226001739501953,33.172000885009766,27.934001922607422,21.64000129699707,17.91400146484375,13.646000862121582,11.246000289916992,67.62200164794922,65.11199951171875,57.56200408935547,53.30600357055664,52.612003326416016,41.518001556396484,28.82600212097168,30.264001846313477,21.446001052856445,19.368000030517578,56.33200454711914,54.60400390625,49.14800262451172,47.560001373291016,28.942001342773438,27.84200096130371,19.110000610351562,18.2760009765625,10.668000221252441,10.038000106811523,71.39000701904297,45.83000183105469,38.02400207519531,36.39400100708008,32.380001068115234,29.566001892089844,25.7760009765625,23.98000144958496,22.742000579833984,19.11400032043457,9.739999771118164,7.210000514984131,53.12800216674805,9.116000175476074,30.147201538085938,33.45760231018066,57.84600143432617,26.89760160446167,42.975601768493654,38.572801971435545,46.83320236206055,31.66400146484375,37.37600173950195,41.499201965332034,33.29120130538941,30.976801300048827,32.84000186920166,53.906401824951175,39.30560131072998,64.15320281982422,25.02280173301697,29.037601661682128,25.56480140686035,24.07800135612488,34.12280197143555,32.12680168151856,59.74160308837891,41.913601303100585,25.912000703811646,21.218400859832762,22.436401271820067,47.175602722167966,45.61000213623047,36.15640163421631,39.82000217437744,21.76960070133209,43.58560218811035,30.23320198059082,31.535201644897462,38.06240234375,45.61360244750976,36.879611992836,38.921824141343436,34.836106897655284,19.798500657081604
resnet18_lpf5,28.30830722696338,71.39000701904297,58.1099967956543,57.7660026550293,1.746666669845581,32.459999084472656,20.485763549804688,62.57889990982868,44.99549143372408,67.70999908447266,73.65999603271484,16.2760009765625,88.81999969482422,89.18999481201172,97.79166666666667,98.06926406926408,55.221674876847295,38.96551724137931,73.16800689697266,2.244000196456909,70.41200256347656,60.25200271606445,66.83800506591797,58.012001037597656,68.45600128173828,56.400001525878906,64.58800506591797,54.02400207519531,65.00800323486328,53.65800094604492,50.7400016784668,61.13600158691406,44.310001373291016,60.28000259399414,40.91400146484375,55.730003356933594,31.430002212524414,53.310001373291016,28.34200096130371,48.22200393676758,62.37400436401367,64.60600280761719,57.09800338745117,56.93600082397461,51.590003967285156,59.34800338745117,45.762001037597656,49.52400207519531,35.68800354003906,48.76000213623047,29.902002334594727,34.93400192260742,20.700000762939453,23.946001052856445,16.786001205444336,11.600000381469727,13.86400032043457,6.748000144958496,11.184000968933105,2.6760001182556152,61.840003967285156,55.22200393676758,60.23600387573242,50.022003173828125,62.30400466918945,46.27000045776367,57.176002502441406,41.95800018310547,40.74400329589844,30.924001693725586,44.93600082397461,27.332000732421875,25.194000244140625,19.198001861572266,29.788002014160156,16.362001419067383,21.39000129699707,11.17400074005127,22.238000869750977,9.244000434875488,63.99200439453125,64.82200622558594,59.88600158691406,61.176002502441406,58.43400192260742,43.77000045776367,54.42000198364258,40.92000198364258,67.36199951171875,48.624000549316406,63.910003662109375,47.37000274658203,55.76400375366211,31.422000885009766,51.512001037597656,33.040000915527344,43.220001220703125,8.42199993133545,39.1400032043457,60.3900032043457,52.31800079345703,54.87000274658203,45.5160026550293,47.570003509521484,36.124000549316406,42.48200225830078,30.678001403808594,28.020000457763672,17.404001235961914,55.108001708984375,52.55800247192383,37.12200164794922,35.512001037597656,25.98000144958496,24.700000762939453,23.700000762939453,23.082000732421875,17.878000259399414,17.486000061035156,67.45600128173828,60.27000427246094,53.49400329589844,11.108000755310059,45.630001068115234,37.07200241088867,31.672000885009766,23.9320011138916,20.748001098632812,9.88800048828125,7.4120001792907715,56.022003173828125,53.970001220703125,43.80800247192383,41.77800369262695,25.418001174926758,24.59800148010254,8.194000244140625,9.954000473022461,1.100000023841858,2.2080001831054688,48.2140007019043,34.47800064086914,12.694000244140625,8.815999984741211,6.182000160217285,44.66600036621094,43.5160026550293,33.7660026550293,31.928001403808594,23.832000732421875,23.536001205444336,6.678000450134277,9.058000564575195,1.0080000162124634,53.67000198364258,52.01400375366211,39.832000732421875,37.99400329589844,24.00400161743164,22.950000762939453,6.658000469207764,8.188000679016113,1.970000147819519,3.302000045776367,45.99800109863281,47.18400192260742,30.988000869750977,25.554000854492188,33.176002502441406,28.272001266479492,21.57000160217285,18.334001541137695,14.712000846862793,12.544000625610352,67.22200012207031,65.35400390625,57.85000228881836,53.47200393676758,53.314002990722656,41.69600296020508,30.876001358032227,32.20199966430664,22.79400062561035,20.57400131225586,56.202003479003906,54.28000259399414,49.052001953125,47.28200149536133,28.946001052856445,27.558000564575195,19.222000122070312,18.59400177001953,10.808000564575195,10.834000587463379,71.39000701904297,47.50800323486328,40.02400207519531,38.19000244140625,34.00600051879883,31.280000686645508,27.490001678466797,25.51000213623047,24.010000228881836,20.290000915527344,9.65999984741211,7.2220001220703125,54.75400161743164,9.246000289916992,28.98360118865967,32.55760173797607,57.75440216064453,26.90840141773224,40.68160190582275,38.722801780700685,46.666402435302736,31.709601402282715,36.40800132751465,42.29440269470215,31.134001064300538,32.55560188293457,32.84600143432617,53.77360229492187,38.36840171813965,63.493202209472656,25.226800990104675,29.288801383972167,26.37760124206543,24.889601707458496,33.146401500701906,31.957601165771486,59.30280380249023,42.659602355957034,26.50160140991211,22.056401205062866,22.07680034637451,49.21000175476074,46.40640144348144,36.84320259094238,39.412001609802246,21.99000084400177,42.87480201721191,30.667601013183592,32.1464017868042,39.38400230407715,46.41120147705078,36.864852980467,38.9607795463668,34.86280161957991,20.220500469207764
resnet18-rotation-standard_40,29.210327319866046,71.28400421142578,58.44999694824219,58.46200180053711,1.8666666746139526,34.28666687011719,22.077463150024414,66.09558160504959,44.90532010820559,67.51000213623047,73.88999938964844,18.652000427246094,88.15999603271484,89.1500015258789,97.77777777777777,98.21645021645021,56.65024630541872,40.54187192118226,72.9280014038086,1.3920000791549683,70.66000366210938,61.108001708984375,67.29000091552734,59.02800369262695,68.84000396728516,57.340003967285156,65.50800323486328,55.564002990722656,65.86000061035156,54.47600173950195,52.66800308227539,62.11600112915039,44.900001525878906,61.39200210571289,43.64400100708008,56.95000457763672,32.06999969482422,54.570003509521484,31.516000747680664,49.97800064086914,61.470001220703125,65.1500015258789,56.22200393676758,58.16200256347656,49.23800277709961,60.03600311279297,43.39200210571289,51.0160026550293,31.174001693725586,49.57400131225586,26.416000366210938,36.656002044677734,17.006000518798828,23.020000457763672,14.256000518798828,11.570000648498535,11.25200080871582,5.058000087738037,9.818000793457031,2.302000045776367,58.72600173950195,54.910003662109375,59.59800338745117,49.00800323486328,61.37200164794922,45.31800079345703,56.76400375366211,40.2920036315918,38.12800216674805,29.3700008392334,44.42400360107422,25.200000762939453,25.57600212097168,18.174001693725586,31.634000778198242,15.078001022338867,24.636001586914062,10.574000358581543,25.692001342773438,8.956000328063965,64.38200378417969,64.08000183105469,59.98200225830078,60.87200164794922,59.0880012512207,42.474002838134766,55.02800369262695,39.790000915527344,68.29000091552734,50.178001403808594,65.09000396728516,48.2660026550293,57.39800262451172,34.86000061035156,53.428001403808594,34.814002990722656,43.836002349853516,12.268000602722168,40.63800048828125,60.538002014160156,53.858001708984375,55.16800308227539,46.97200393676758,46.87600326538086,36.93000030517578,40.93400192260742,30.316001892089844,25.768001556396484,16.48200035095215,55.65400314331055,53.16400146484375,37.4900016784668,35.552001953125,26.00800132751465,24.7080020904541,23.782001495361328,22.790000915527344,17.894001007080078,17.078001022338867,67.0320053100586,60.044002532958984,52.89800262451172,13.170001029968262,44.24800109863281,34.948001861572266,28.00200080871582,20.566001892089844,16.711999893188477,8.039999961853027,6.568000316619873,57.1140022277832,54.060001373291016,45.47200393676758,41.336002349853516,26.5260009765625,22.05000114440918,9.366000175476074,6.994000434875488,1.4620000123977661,1.4560000896453857,47.80600357055664,34.11600112915039,13.97800064086914,9.854000091552734,7.002000331878662,37.32600021362305,38.332000732421875,29.256000518798828,25.43600082397461,20.874000549316406,16.552000045776367,6.464000225067139,5.314000129699707,1.1080000400543213,55.97200393676758,52.68000411987305,42.42000198364258,37.784000396728516,25.194000244140625,20.466001510620117,6.814000129699707,5.3460001945495605,1.9560000896453857,2.0180001258850098,45.37200164794922,47.012001037597656,32.044002532958984,25.762001037597656,34.374000549316406,29.448001861572266,22.762001037597656,19.18800163269043,17.00400161743164,13.340001106262207,67.36199951171875,65.6820068359375,56.45600128173828,53.65800094604492,51.290000915527344,42.24400329589844,27.902000427246094,31.420001983642578,21.042001724243164,20.562000274658203,57.996002197265625,55.358001708984375,51.70000076293945,48.432003021240234,30.6820011138916,26.96200180053711,19.32200050354004,16.55000114440918,9.820000648498535,8.510000228881836,44.21200180053711,44.75200271606445,35.33000183105469,35.27799987792969,30.420001983642578,28.770000457763672,24.170001983642578,23.134000778198242,21.632001876831055,18.54400062561035,10.559999465942383,7.440000057220459,53.5,9.559999465942383,27.70680179595947,31.669201469421388,58.598802185058595,27.988001465797424,40.56760129928589,39.382401847839354,45.85680236816406,31.162401580810545,36.91160163879395,41.68760185241699,31.941201591491698,30.095600891113282,33.90400104522705,54.83320236206055,36.69680233001709,64.2644027709961,26.471201276779176,30.31120147705078,26.950001335144044,23.65880126953125,31.114800930023193,32.16560173034668,60.368402099609376,42.71320266723633,25.179201078414916,17.405200362205505,22.551201152801514,49.97880172729492,48.48400230407715,34.028001403808595,40.77200145721436,19.00560030937195,43.622402572631835,30.658401489257812,30.020801544189453,31.1528018951416,44.810400772094724,36.45647337375543,38.3293793797493,34.46103318490481,20.264999747276306
resnet50_simclrv2_linear_probe_tf_port,25.532029815274925,70.84000396728516,57.93000030517578,68.49400329589844,3.626666784286499,29.866666793823242,18.628780364990234,63.48061316501352,47.790802524797115,66.87999725341797,72.31999969482422,17.218000411987305,88.40999603271484,88.58000183105469,98.0,98.22510822510823,54.679802955665025,41.576354679802954,71.79199981689453,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
vgg11_bn,26.42324727233445,70.37000274658203,57.40999984741211,58.12800216674805,1.7200000286102295,28.420000076293945,17.40454864501953,60.86564472497745,43.19206492335437,66.37999725341797,72.6500015258789,11.772000312805176,87.48999786376953,88.38999938964844,97.61805555555556,97.93073593073593,54.778325123152705,38.81773399014779,72.0,0.6940000057220459,69.28600311279297,56.82600402832031,64.47200012207031,54.64600372314453,67.302001953125,52.006004333496094,62.096004486083984,50.060001373291016,63.76200485229492,48.17400360107422,46.454002380371094,58.66400146484375,35.513999938964844,58.810001373291016,34.57400131225586,53.12800216674805,20.724000930786133,51.4900016784668,20.444000244140625,45.62600326538086,59.62600326538086,62.380001068115234,53.14800262451172,53.02800369262695,46.6140022277832,56.41400146484375,39.96000289916992,44.57200241088867,29.378002166748047,44.30600357055664,23.510000228881836,29.554000854492188,15.840001106262207,19.84800148010254,12.702000617980957,9.01200008392334,10.772000312805176,5.466000080108643,8.710000038146973,2.3420000076293945,51.60600280761719,51.522003173828125,56.67000198364258,45.81800079345703,50.3900032043457,41.98200225830078,52.43600082397461,36.67400360107422,25.93000030517578,25.780000686645508,36.61800003051758,21.37200164794922,10.348000526428223,15.402000427246094,18.110000610351562,12.370000839233398,9.374000549316406,9.378000259399414,10.09000015258789,7.6080002784729,63.19400405883789,63.108001708984375,56.98400115966797,58.2400016784668,58.12800216674805,42.47800064086914,51.96800231933594,38.230003356933594,66.6500015258789,42.03200149536133,61.69600296020508,40.974002838134766,53.406002044677734,25.25800132751465,47.9640007019043,26.564001083374023,37.95800018310547,7.552000522613525,34.112003326416016,59.47200393676758,50.43600082397461,53.94000244140625,43.522003173828125,45.80400085449219,34.086002349853516,40.53600311279297,28.362001419067383,25.834001541137695,15.164000511169434,52.79600143432617,48.69200134277344,33.79199981689453,31.136001586914062,22.36600112915039,20.66200065612793,20.52400016784668,19.020000457763672,15.324000358581543,14.070000648498535,65.14600372314453,56.6400032043457,49.13600158691406,8.050000190734863,40.5880012512207,31.73600196838379,24.552001953125,18.88800048828125,14.124000549316406,7.298000335693359,5.314000129699707,45.932003021240234,46.454002380371094,26.944002151489258,28.908000946044922,9.042000770568848,11.318000793457031,1.7480000257492065,2.8420002460479736,0.3460000157356262,0.5700000524520874,42.5780029296875,29.288002014160156,11.04800033569336,7.824000358581543,5.5320000648498535,16.492000579833984,33.5260009765625,10.510000228881836,17.898000717163086,6.784000396728516,10.050000190734863,1.3420000076293945,2.4780001640319824,0.3580000102519989,42.89600372314453,43.178001403808594,23.786001205444336,25.036001205444336,9.407999992370605,10.78600025177002,1.814000129699707,2.5260000228881836,0.6980000138282776,1.0880000591278076,41.522003173828125,43.038002014160156,26.532001495361328,20.492000579833984,28.91600227355957,22.724000930786133,17.25400161743164,13.756000518798828,10.770000457763672,8.697999954223633,65.656005859375,63.25400161743164,53.798004150390625,50.48600387573242,47.678001403808594,39.34000015258789,20.756000518798828,28.406002044677734,13.358000755310059,17.93000030517578,47.71000289916992,47.28000259399414,38.0880012512207,38.16800308227539,16.376001358032227,16.738000869750977,9.070000648498535,9.148000717163086,4.192000389099121,4.4120001792907715,70.37000274658203,43.48400115966797,36.00200271606445,34.34800338745117,30.704002380371094,28.35000228881836,24.61800193786621,22.98400115966797,21.29800033569336,18.408000946044922,8.9399995803833,6.238000392913818,48.97999954223633,8.039999961853027,24.768401432037354,28.812801361083984,55.86720199584961,16.802401196956634,37.68280153274536,34.411601829528806,45.11720237731934,23.149201488494874,34.314001655578615,29.52960147857666,27.701601409912108,29.51480178833008,23.0872013092041,50.54480209350586,34.4408016204834,62.13000259399414,15.720401012897492,24.99880180358887,21.741600799560548,16.522800588607787,28.243601417541505,28.960400581359863,56.79720230102539,39.883201599121094,18.018400883674623,12.929200410842896,19.254001140594482,42.64880256652832,41.235601806640624,32.446001815795896,36.0856011390686,7.097200244665146,34.78480072021485,26.716000938415526,27.60600128173828,36.59840202331543,40.24920253753662,31.70029890399713,33.23749051060941,29.901938188703436,18.04949986934662
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facebook_adv_trained_resnext101_denoiseAll,26.536674948687477,68.33200073242188,55.21999740600586,56.94200134277344,4.933333396911621,48.99333572387695,31.281810760498047,59.42290351668169,46.43823264201984,64.55999755859375,70.93000030517578,28.048002243041992,86.45999908447266,86.04999542236328,96.35416666666666,97.54978354978356,55.172413793103445,43.84236453201971,70.96000671386719,4.522000312805176,68.33200073242188,68.33200073242188,64.1300048828125,61.044002532958984,68.32600402832031,65.31800079345703,63.730003356933594,60.35000228881836,66.99400329589844,64.79800415039062,59.73200225830078,61.952003479003906,63.3800048828125,63.92400360107422,58.42400360107422,58.09400177001953,61.810001373291016,58.23600387573242,56.83400344848633,51.47200393676758,68.33200073242188,68.33200073242188,50.39600372314453,33.77400207519531,48.03200149536133,23.39000129699707,41.368003845214844,14.37600040435791,35.724002838134766,2.940000057220459,30.184001922607422,1.942000150680542,24.192001342773438,0.3660000264644623,20.284000396728516,0.3720000088214874,18.02400016784668,0.33800002932548523,15.018000602722168,0.3400000035762787,68.33200073242188,68.33200073242188,60.24800109863281,39.19200134277344,63.686004638671875,34.85200119018555,59.42400360107422,31.606000900268555,56.03600311279297,22.442001342773438,56.44200134277344,20.236000061035156,51.39400100708008,15.488000869750977,51.8380012512207,13.780000686645508,51.85000228881836,10.516000747680664,48.2920036315918,9.296000480651855,68.33200073242188,68.63999938964844,54.62600326538086,53.46000289916992,57.12400436401367,38.21999740600586,50.24400329589844,35.02000045776367,67.56200408935547,62.07999801635742,62.756004333496094,56.32400131225586,60.98600387573242,59.2599983215332,54.9900016784668,53.82600402832031,49.82600402832031,50.0,43.61600112915039,68.33200073242188,17.766000747680664,11.146000862121582,7.13800048828125,3.56000018119812,2.114000082015991,2.872000217437744,1.600000023841858,0.812000036239624,0.4880000352859497,68.33200073242188,60.000003814697266,56.02800369262695,48.85600280761719,45.60000228881836,37.820003509521484,42.948001861572266,35.19000244140625,34.28000259399414,27.48400115966797,68.33200073242188,50.73400115966797,41.7920036315918,44.50600051879883,33.98200225830078,28.876001358032227,22.624000549316406,20.144001007080078,15.522000312805176,10.718000411987305,7.928000450134277,68.33200073242188,62.6400032043457,55.57600402832031,56.39800262451172,39.634002685546875,41.000003814697266,21.894001007080078,21.726001739501953,8.146000862121582,6.334000110626221,48.152000427246094,39.820003509521484,31.814001083374023,25.064001083374023,15.746000289916992,68.33200073242188,52.95600128173828,26.43000030517578,40.94000244140625,20.828001022338867,31.144001007080078,12.068000793457031,14.210000991821289,5.880000114440918,68.33200073242188,61.49800109863281,52.13200378417969,52.7760009765625,38.55600357055664,38.884002685546875,20.09000015258789,18.784000396728516,11.766000747680664,9.482000350952148,68.33200073242188,55.512001037597656,54.30600357055664,45.922000885009766,50.02800369262695,41.832000732421875,39.66800308227539,30.274002075195312,43.52000045776367,34.20000076293945,68.33200073242188,62.80400466918945,64.08000183105469,56.932003021240234,64.6259994506836,54.198001861572266,45.46800231933594,38.263999938964844,39.7140007019043,30.296001434326172,68.33200073242188,62.04600143432617,58.48200225830078,58.358001708984375,42.13800048828125,42.374000549316406,33.20600128173828,32.30000305175781,24.158000946044922,21.68600082397461,68.33200073242188,44.58000183105469,44.29600143432617,39.018001556396484,37.00400161743164,32.374000549316406,32.676002502441406,28.68600082397461,27.410001754760742,23.768001556396484,68.65999603271484,66.22000122070312,26.01999855041504,4.759999752044678,22.8220006942749,30.3260009765625,60.76600341796875,38.71640186309814,19.07320042848587,48.627201843261716,17.34440040588379,43.35280151367188,5.821200275421143,58.25960235595703,10.160800528526305,33.685201263427736,45.26320114135742,53.246402740478516,33.97240142822265,65.16240310668945,38.17520179748535,51.17080230712891,41.54800109863281,36.28480110168457,26.158000946044922,49.43760223388672,59.87560348510742,48.498802185058594,37.619602298736574,28.754401206970215,32.119201278686525,64.72760238647462,59.27680282592773,38.86080131530762,55.63999862670899,26.707600593566895,55.248802185058594,41.87000274658203,31.450002098083495,41.94360160827637,56.444001007080075,40.85642212568185,43.999490388896724,37.70629643766504,41.41499888896942
resnet50-smoothing_adversarial_DNN_2steps_eps_512_noise_0.25,25.121529653235392,67.88600158691406,54.5099983215332,50.220001220703125,2.386666774749756,37.84000015258789,21.81807518005371,61.76735798016231,48.06131650135257,63.849998474121094,70.88999938964844,18.924001693725586,85.9000015258789,86.22999572753906,96.78472222222221,97.69696969696969,56.79802955665024,45.36945812807882,70.75200653076172,4.420000076293945,68.19999694824219,68.18000030517578,65.63999938964844,64.15999603271484,64.63999938964844,65.93999481201172,63.15999984741211,62.79999923706055,61.0,65.31999969482422,61.87999725341797,58.73999786376953,63.47999954223633,54.63999938964844,59.47999954223633,52.15999984741211,60.779998779296875,45.41999816894531,55.87999725341797,42.779998779296875,59.39999771118164,68.18000030517578,55.87999725341797,33.15999984741211,50.57999801635742,18.03999900817871,46.71999740600586,17.239999771118164,37.02000045776367,4.639999866485596,34.07999801635742,4.440000057220459,24.439998626708984,0.47999998927116394,21.3799991607666,0.47999998927116394,18.020000457763672,0.23999999463558197,15.59999942779541,0.29999998211860657,68.18000030517578,51.37999725341797,63.599998474121094,47.779998779296875,65.27999877929688,43.65999984741211,62.19999694824219,40.13999938964844,59.939998626708984,30.85999870300293,59.599998474121094,28.619998931884766,56.07999801635742,22.19999885559082,55.7599983215332,20.059999465942383,55.13999938964844,15.4399995803833,52.05999755859375,13.719999313354492,68.19999694824219,58.71999740600586,54.779998779296875,57.57999801635742,52.0,37.23999786376953,48.599998474121094,37.34000015258789,63.0,61.119998931884766,60.63999938964844,58.5,48.07999801635742,55.779998779296875,45.37999725341797,52.79999923706055,35.439998626708984,38.89999771118164,33.31999969482422,68.04000091552734,21.139999389648438,9.559999465942383,10.460000038146973,3.7799999713897705,4.059999942779541,2.4800000190734863,2.5999999046325684,0.8199999928474426,0.5199999809265137,68.05999755859375,56.29999923706055,44.47999954223633,41.23999786376953,31.69999885559082,30.219999313354492,29.639999389648438,28.01999855041504,21.399999618530273,21.399999618530273,68.15999603271484,56.939998626708984,50.36000061035156,36.279998779296875,42.79999923706055,38.040000915527344,31.739999771118164,28.279998779296875,23.19999885559082,15.979999542236328,12.199999809265137,68.26000213623047,65.69999694824219,63.89999771118164,62.15999984741211,50.57999801635742,48.79999923706055,26.719999313354492,23.559999465942383,6.059999942779541,4.539999961853027,54.23999786376953,46.34000015258789,35.65999984741211,28.85999870300293,19.5,68.23999786376953,64.83999633789062,59.19999694824219,57.37999725341797,48.939998626708984,46.89999771118164,24.079999923706055,19.719999313354492,6.019999980926514,68.0999984741211,65.69999694824219,61.91999816894531,60.2599983215332,49.20000076293945,48.099998474121094,22.799999237060547,18.85999870300293,9.619999885559082,8.0,50.18000030517578,51.21999740600586,34.89999771118164,32.79999923706055,26.260000228881836,25.84000015258789,13.59999942779541,13.359999656677246,13.960000038146973,14.859999656677246,68.08000183105469,65.83999633789062,59.81999969482422,56.34000015258789,60.459999084472656,48.18000030517578,37.7599983215332,35.21999740600586,28.719999313354492,23.739999771118164,68.19999694824219,65.93999481201172,65.58000183105469,64.08000183105469,53.15999984741211,52.05999755859375,42.07999801635742,38.7599983215332,26.51999855041504,23.279998779296875,68.36000061035156,50.119998931884766,45.68000030517578,43.81999969482422,37.2599983215332,35.47999954223633,31.920000076293945,31.239999771118164,25.079999923706055,24.100000381469727,67.78800201416016,48.15999984741211,67.90400695800781,67.6760025024414,30.06399917602539,32.70799884796143,53.343998718261716,43.10399942398071,18.315999832749366,48.49999923706055,16.936000072956084,48.823998260498044,7.7559998512268065,60.9239990234375,11.1239999294281,36.95199966430664,51.10799903869629,48.54399871826172,40.16399917602539,58.779998779296875,42.3279993057251,27.77999954223633,27.615999221801758,40.18399848937988,33.37599925994873,39.055998992919925,56.49599914550781,45.86399879455566,40.95199909210205,38.651998138427736,36.919999313354495,64.73999862670898,60.83999786376953,37.891999053955075,50.35199813842773,41.295998668670656,58.64399795532226,35.43599891662598,34.73199825286865,41.65999984741211,50.967999649047854,40.56605043418896,42.858665818803836,39.02505154107746,62.88200283050537
resnet50_simsiam,22.334449605703792,67.7820053100586,54.57999801635742,65.12200164794922,2.7200000286102295,28.446666717529297,18.347776412963867,63.11992786293958,46.528403967538324,63.65999984741211,69.62999725341797,14.518000602722168,85.93999481201172,86.47999572753906,97.63194444444444,97.90476190476191,53.596059113300484,40.591133004926114,68.96000671386719,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
mnasnet0_5,24.10068056605812,67.60200500488281,54.19999694824219,51.79600143432617,1.8933334350585938,25.420000076293945,14.327261924743652,56.08656447249775,36.78990081154193,62.68000030517578,69.43000030517578,12.848000526428223,85.5999984741211,86.00999450683594,96.58333333333333,97.52380952380952,50.29556650246305,34.72906403940887,68.76800537109375,0.41600000858306885,66.33399963378906,54.64600372314453,62.01000213623047,52.448001861572266,63.39600372314453,50.32600402832031,59.178001403808594,48.25800323486328,58.87000274658203,46.78600311279297,44.85200119018555,54.58400344848633,33.858001708984375,52.590003967285156,33.45600128173828,47.66400146484375,18.329999923706055,44.07400131225586,19.744001388549805,38.948001861572266,54.544002532958984,54.506004333496094,49.53000259399414,46.44000244140625,42.0420036315918,44.8120002746582,37.814002990722656,35.93000030517578,27.020000457763672,28.43600082397461,23.428001403808594,19.534000396728516,15.12600040435791,7.89400053024292,13.152000427246094,4.6620001792907715,10.246000289916992,1.7760001420974731,8.812000274658203,1.2640000581741333,39.34000015258789,43.58400344848633,51.900001525878906,42.12600326538086,41.25600051879883,32.12800216674805,48.746002197265625,33.02000045776367,18.12200164794922,17.93000030517578,29.7760009765625,18.894001007080078,9.672000885009766,10.272000312805176,14.568000793457031,10.734000205993652,9.84000015258789,6.0360002517700195,9.946000099182129,6.302000522613525,57.268001556396484,58.53400421142578,51.72800064086914,54.72200393676758,51.85200119018555,37.8280029296875,46.22600173950195,34.59000015258789,62.36000442504883,48.90800094604492,58.21400451660156,46.000003814697266,46.23200225830078,34.46800231933594,42.85200119018555,34.35000228881836,33.09400177001953,14.312000274658203,30.68800163269043,49.802001953125,42.832000732421875,41.75400161743164,34.513999938964844,32.604000091552734,25.382001876831055,28.808000564575195,20.986000061035156,15.820000648498535,10.084000587463379,44.16400146484375,43.07400131225586,24.61800193786621,24.268001556396484,14.608000755310059,14.68600082397461,13.052000999450684,13.052000999450684,9.070000648498535,9.01200008392334,59.134002685546875,53.022003173828125,36.33000183105469,14.834000587463379,36.56800079345703,22.112001419067383,22.338001251220703,13.280000686645508,13.096000671386719,5.270000457763672,4.634000301361084,39.72200012207031,41.96000289916992,22.674001693725586,22.714000701904297,7.204000473022461,6.562000274658203,1.2020000219345093,1.4860000610351562,0.17600001394748688,0.4100000262260437,40.432003021240234,27.274002075195312,10.300000190734863,6.87000036239624,4.992000102996826,27.032001495361328,31.184001922607422,13.044000625610352,13.930000305175781,6.340000152587891,6.728000164031982,0.7720000147819519,1.312000036239624,0.1980000138282776,36.96200180053711,38.5780029296875,19.84000015258789,19.71200180053711,7.746000289916992,7.2920002937316895,1.1480000019073486,1.7040001153945923,0.34800001978874207,0.7540000081062317,32.152000427246094,37.09000015258789,18.052000045776367,15.41200065612793,21.740001678466797,19.27800178527832,12.824000358581543,11.598000526428223,7.61400032043457,6.904000282287598,62.802001953125,60.42400360107422,49.85400390625,46.04800033569336,42.0420036315918,33.20800018310547,24.200000762939453,27.292001724243164,15.808000564575195,16.84200096130371,41.33400344848633,42.40400314331055,31.91600227355957,33.040000915527344,13.846000671386719,13.004000663757324,7.88800048828125,7.066000461578369,3.642000198364258,3.374000072479248,67.60200500488281,38.25400161743164,28.992000579833984,29.66400146484375,24.00800132751465,23.672000885009766,19.04400062561035,18.972000122070312,16.110000610351562,14.60200023651123,10.460000038146973,8.076000213623047,42.0,9.0,22.215201091766357,21.99000129699707,50.16120223999023,14.195600464940071,27.48480122089386,36.89920215606689,33.757600975036624,19.777601051330567,26.75960063934326,23.64600067138672,21.56600067615509,25.03280086517334,19.725201416015626,45.94160194396973,27.225201416015626,57.05280227661133,13.208800452947617,18.476400566101074,18.05640068054199,13.608001029491424,25.93160123825073,21.102401161193846,52.476802062988284,36.76280136108399,14.626400792598725,10.714000487327576,17.973601150512696,40.789202499389646,39.75160179138184,29.795601463317873,38.810002136230466,9.47720046043396,30.987201118469237,20.818400955200197,26.547201538085936,31.15120162963867,38.94120216369629,27.89949869490587,28.721690250602038,26.655053822617777,17.384000062942505
resnet50_with_motion_blur_aws,27.724964891433512,67.45600128173828,55.90999984741211,48.33400344848633,2.4666666984558105,28.530000686645508,13.057832717895508,65.01352569882776,45.716862037871955,64.79999542236328,70.93000030517578,16.466001510620117,85.81999969482422,86.73999786376953,96.77083333333333,97.46320346320346,56.69950738916256,39.556650246305416,70.4320068359375,0.5800000429153442,67.45600128173828,67.45600128173828,68.24600219726562,60.62200164794922,63.65800476074219,54.11600112915039,65.64600372314453,55.96200180053711,59.60200119018555,50.23800277709961,52.26400375366211,61.89200210571289,37.19000244140625,53.60600280761719,40.05800247192383,56.070003509521484,22.040000915527344,45.8120002746582,24.854001998901367,48.27800369262695,73.2800064086914,67.45600128173828,68.44600677490234,57.21000289916992,73.02000427246094,50.09600067138672,66.64800262451172,48.518001556396484,72.61800384521484,37.75200271606445,64.05000305175781,33.77799987792969,72.04600524902344,19.4060001373291,59.840003967285156,11.432000160217285,71.43800354003906,8.672000885009766,55.64200210571289,2.748000144958496,67.45600128173828,66.2280044555664,63.788002014160156,59.87200164794922,64.39400482177734,60.84400177001953,63.060001373291016,52.73200225830078,44.03200149536133,50.5880012512207,50.720001220703125,35.272003173828125,26.14000129699707,39.91600036621094,33.608001708984375,22.79400062561035,27.394001007080078,29.022001266479492,22.900001525878906,13.61400032043457,67.45600128173828,65.57200622558594,58.544002532958984,65.68800354003906,49.51000213623047,44.64400100708008,52.35200119018555,45.14600372314453,63.1140022277832,61.87400436401367,64.87000274658203,61.038002014160156,47.12200164794922,51.108001708984375,49.34800338745117,51.77000427246094,32.75400161743164,23.492000579833984,34.5880012512207,67.45600128173828,52.85000228881836,45.678001403808594,45.702003479003906,38.22600173950195,37.27799987792969,34.592002868652344,31.472002029418945,22.648000717163086,17.736000061035156,67.45600128173828,52.96800231933594,23.98200035095215,35.68400192260742,13.382000923156738,24.284000396728516,12.120000839233398,22.636001586914062,7.840000152587891,16.740001678466797,67.45600128173828,66.82200622558594,61.958003997802734,29.00400161743164,55.84800338745117,51.204002380371094,40.592002868652344,40.202003479003906,24.772001266479492,21.196001052856445,7.4200005531311035,67.45600128173828,50.09800338745117,26.144001007080078,33.608001708984375,7.5360002517700195,14.458001136779785,1.2360000610351562,3.814000129699707,0.27000001072883606,0.7160000205039978,54.68800354003906,42.134002685546875,22.240001678466797,16.5260009765625,10.088000297546387,67.45600128173828,37.25600051879883,13.504000663757324,22.378000259399414,4.984000205993652,12.53800106048584,0.5920000076293945,2.4280002117156982,0.2160000056028366,67.45600128173828,47.3380012512207,21.720001220703125,29.242000579833984,6.444000244140625,13.064001083374023,0.8580000400543213,2.7340002059936523,0.36000001430511475,0.9900000691413879,39.86800003051758,49.13200378417969,27.64000129699707,29.16600227355957,28.57600212097168,31.45600128173828,17.810001373291016,20.73000144958496,13.404000282287598,15.294000625610352,67.45600128173828,67.08000183105469,51.35200119018555,55.428001403808594,46.400001525878906,44.92000198364258,18.878000259399414,30.940000534057617,13.992000579833984,20.626001358032227,67.45600128173828,50.61600112915039,36.302001953125,41.75200271606445,11.87600040435791,18.780000686645508,5.004000186920166,10.010000228881836,1.8680000305175781,4.558000087738037,67.45600128173828,59.71800231933594,54.672000885009766,52.10600280761719,52.65800094604492,46.44000244140625,46.89400100708008,40.36800003051758,41.000003814697266,31.636001586914062,9.350000381469727,7.812000274658203,35.28600311279297,8.907999992370605,36.85680160522461,49.31960182189941,51.99120178222656,20.528400522470474,36.676401138305664,50.52920303344727,41.72000160217285,25.143200969696046,37.00760154724121,45.88320198059082,30.737200927734374,46.053601837158205,24.50120077133179,51.94040222167969,48.40320243835449,58.02680206298828,19.367600560188293,25.45960102081299,29.15560188293457,18.67360063791275,39.09080286026001,24.95600070953369,60.0264030456543,43.79880142211914,20.538801276683806,15.036000418663026,29.135201835632323,46.208001708984376,46.75200233459473,72.48040466308593,49.33800277709961,17.350400432944298,46.81520156860351,30.462401580810546,62.92520370483398,52.53600158691406,39.615600967407225,38.71383764659747,40.242312697072826,37.930422879520215,15.339000940322876
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resnet50-randomized_smoothing_noise_0.50,22.761153721508048,64.23800659179688,51.119998931884766,45.86000061035156,2.1733334064483643,35.57666778564453,19.75672721862793,60.23444544634806,46.88908926961226,60.23999786376953,67.43000030517578,18.166000366210938,83.0999984741211,83.5,95.77777777777777,97.16883116883118,54.48275862068965,43.44827586206896,67.42400360107422,10.84000015258789,65.04000091552734,65.04000091552734,62.47999954223633,61.91999816894531,61.07999801635742,63.459999084472656,59.599998474121094,61.2599983215332,56.37999725341797,63.099998474121094,60.39999771118164,54.87999725341797,61.959999084472656,48.779998779296875,58.89999771118164,46.29999923706055,59.97999954223633,38.63999938964844,55.5,35.86000061035156,57.23999786376953,65.18000030517578,52.57999801635742,24.559999465942383,48.779998779296875,11.139999389648438,44.41999816894531,10.399999618530273,37.0,2.5399999618530273,33.540000915527344,2.3999998569488525,24.639999389648438,0.5,22.079999923706055,0.5199999809265137,18.219999313354492,0.35999998450279236,16.079999923706055,0.35999998450279236,65.08000183105469,49.07999801635742,60.439998626708984,45.05999755859375,62.619998931884766,42.099998474121094,59.39999771118164,38.119998931884766,56.87999725341797,29.260000228881836,56.79999923706055,26.639999389648438,53.5,20.619998931884766,53.23999786376953,18.600000381469727,54.779998779296875,14.380000114440918,50.459999084472656,12.799999237060547,64.86000061035156,55.939998626708984,51.2599983215332,54.959999084472656,48.279998779296875,35.89999771118164,45.89999771118164,35.31999969482422,58.91999816894531,60.21999740600586,57.52000045776367,56.18000030517578,43.34000015258789,55.5,41.939998626708984,51.41999816894531,30.979999542236328,40.39999771118164,29.53999900817871,65.15999603271484,14.960000038146973,6.179999828338623,6.159999847412109,1.8600000143051147,2.1599998474121094,1.3799999952316284,1.5199999809265137,0.47999998927116394,0.3400000035762787,64.93999481201172,53.21999740600586,41.91999816894531,38.619998931884766,29.799999237060547,26.760000228881836,27.559999465942383,25.15999984741211,21.119998931884766,19.18000030517578,64.91999816894531,54.21999740600586,47.63999938964844,36.459999084472656,40.07999801635742,36.31999969482422,29.81999969482422,26.899999618530273,21.19999885559082,14.9399995803833,11.119999885559082,64.76000213623047,62.47999954223633,62.939998626708984,60.89999771118164,56.279998779296875,53.63999938964844,36.18000030517578,36.29999923706055,11.739999771118164,10.880000114440918,51.68000030517578,44.099998474121094,34.89999771118164,28.19999885559082,18.959999084472656,64.69999694824219,62.23999786376953,61.23999786376953,59.03999710083008,56.2599983215332,53.36000061035156,32.779998779296875,31.279998779296875,12.119999885559082,65.0199966430664,63.18000030517578,62.79999923706055,61.02000045776367,54.71999740600586,52.84000015258789,32.279998779296875,31.079999923706055,16.559999465942383,14.960000038146973,50.79999923706055,51.13999938964844,36.71999740600586,33.540000915527344,26.65999984741211,26.139999389648438,13.460000038146973,13.34000015258789,15.880000114440918,15.619999885559082,64.86000061035156,63.119998931884766,58.73999786376953,55.31999969482422,59.52000045776367,48.97999954223633,38.73999786376953,35.0,29.299999237060547,24.600000381469727,64.86000061035156,63.05999755859375,63.939998626708984,62.57999801635742,56.86000061035156,55.0,47.7599983215332,46.2599983215332,34.21999740600586,33.34000015258789,64.97999572753906,47.0,44.39999771118164,42.459999084472656,36.380001068115234,35.20000076293945,32.13999938964844,30.920000076293945,26.559999465942383,25.35999870300293,64.26200103759766,52.939998626708984,64.20800018310547,64.19600677490234,28.243999099731447,31.087999153137208,49.27599945068359,46.37999992370605,15.943999928236007,46.86799926757813,15.011999171972274,52.04799880981445,5.027999943494796,58.57199935913086,7.647999781370163,36.1879997253418,53.52799911499024,45.23199882507324,38.14399929046631,53.98399887084961,46.27599830627442,28.703999328613282,27.95599994659424,44.616000175476074,31.287998771667482,37.06799812316895,51.8239990234375,45.403999710083006,44.839999198913574,43.35199890136719,35.5679988861084,62.70799942016602,59.59599838256836,37.175999069213866,49.59199829101563,45.41999835968018,56.06799850463867,32.58799934387207,33.73999938964844,40.89199867248535,50.231999206542966,39.79789665906857,42.22199905779627,38.32084135193575,61.40150165557861
resnet50_with_greyscale_aws,23.376903964567354,63.33400344848633,50.71999740600586,66.64400482177734,2.306666612625122,29.09000015258789,21.906503677368164,60.50495942290352,40.5770964833183,59.459999084472656,65.47000122070312,15.00200080871582,82.04999542236328,82.54000091552734,96.40972222222223,97.07359307359307,58.522167487684726,39.310344827586206,66.59200286865234,2.4820001125335693,63.33400344848633,63.33400344848633,55.15200424194336,48.88800048828125,57.3280029296875,49.93400192260742,50.73200225830078,46.00200271606445,51.858001708984375,47.37000274658203,43.85000228881836,44.73400115966797,39.88600158691406,44.83000183105469,37.656002044677734,36.8900032043457,30.330001831054688,36.522003173828125,29.46200180053711,28.2760009765625,47.794002532958984,63.33400344848633,41.82200241088867,40.89400100708008,34.78200149536133,41.72600173950195,27.750001907348633,32.314002990722656,18.05000114440918,29.184001922607422,12.678000450134277,20.71200180053711,7.496000289916992,11.59000015258789,5.342000484466553,6.868000507354736,4.453999996185303,3.1500000953674316,3.1460001468658447,1.7060000896453857,63.33400344848633,38.26000213623047,46.130001068115234,32.34400177001953,47.522003173828125,28.040000915527344,43.362003326416016,22.974000930786133,24.11800193786621,13.248001098632812,30.822002410888672,10.156000137329102,14.590001106262207,6.380000114440918,18.57200050354004,4.906000137329102,13.370000839233398,3.510000228881836,13.382000923156738,2.614000082015991,63.33400344848633,50.00600051879883,61.342002868652344,47.172000885009766,65.2560043334961,25.380001068115234,61.58200454711914,23.18600082397461,58.10000228881836,30.942001342773438,51.9900016784668,30.786001205444336,47.39200210571289,14.458001136779785,39.496002197265625,17.62200164794922,36.96600341796875,2.1500000953674316,28.73600196838379,63.33400344848633,37.66200256347656,38.75400161743164,30.2760009765625,30.330001831054688,21.98600196838379,26.898000717163086,18.064001083374023,16.00400161743164,9.35200023651123,63.33400344848633,40.2920036315918,25.93000030517578,24.172000885009766,16.796001434326172,15.606000900268555,15.270000457763672,14.336000442504883,11.366000175476074,10.77400016784668,63.33400344848633,45.262001037597656,35.12000274658203,3.056000232696533,26.8700008392334,19.516000747680664,13.2760009765625,10.020000457763672,6.38200044631958,3.062000036239624,1.6680001020431519,63.33400344848633,43.522003173828125,41.17000198364258,32.37800216674805,28.216001510620117,19.214000701904297,15.046000480651855,8.28600025177002,4.936000347137451,2.120000123977661,30.330001831054688,17.131999969482422,4.238000392913818,2.6440000534057617,1.7080000638961792,63.33400344848633,30.57000160217285,31.70600128173828,22.71000099182129,25.29400062561035,16.876001358032227,13.458000183105469,7.442000389099121,5.174000263214111,63.33400344848633,39.54800033569336,37.05400085449219,27.73200225830078,26.09800148010254,17.07200050354004,12.420001029968262,6.482000350952148,6.1660003662109375,3.0840001106262207,31.020002365112305,35.28000259399414,18.312000274658203,15.524001121520996,20.612001419067383,17.998001098632812,12.254000663757324,10.604000091552734,9.458000183105469,8.166000366210938,63.33400344848633,55.538002014160156,42.46000289916992,41.27800369262695,35.67000198364258,27.886001586914062,20.830001831054688,22.84800148010254,14.704000473022461,14.068000793457031,63.33400344848633,41.064002990722656,41.93800354003906,34.0620002746582,26.782001495361328,18.830001831054688,19.498001098632812,12.816000938415527,12.694000244140625,7.618000507354736,63.33400344848633,27.998001098632812,19.82400131225586,19.036001205444336,14.678000450134277,13.404000282287598,10.642000198364258,9.892000198364258,8.654000282287598,7.142000198364258,10.63800048828125,6.118000507354736,47.380001068115234,8.52400016784668,14.598800611495971,17.887600898742676,54.20960311889648,30.540401554107667,29.796801471710204,24.364400959014894,35.064001846313474,22.878001308441164,23.46800136566162,32.586802101135255,20.498801279067994,15.494400596618652,32.84920196533203,48.629202651977536,26.210401487350463,50.7744026184082,29.01440143585205,18.331200981140135,17.514401054382326,18.78360071182251,18.691600680351257,26.539201164245604,43.156802368164065,32.32360191345215,21.10400128364563,16.01600089073181,11.210400462150574,46.17080230712891,41.17160186767578,22.515201091766357,24.587200832366943,27.793201160430907,30.45360164642334,21.036001205444336,18.147601079940795,23.426401138305664,35.3996021270752,28.330339970955485,31.316468294461565,24.186359154550654,18.165000557899475
vit_b_32_clip_zeroshot,43.96132656368154,63.302001953125,55.77000045776367,52.87000274658203,31.386667251586914,69.25666809082031,42.372615814208984,82.23624887285843,66.0054102795311,63.279998779296875,68.80999755859375,21.238000869750977,87.41999816894531,88.0999984741211,97.6875,98.4069264069264,66.99507389162561,54.38423645320197,70.9280014038086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_linf_eps4_robust,21.32980447229124,62.42400360107422,49.86000061035156,46.16400146484375,1.933333396911621,40.05666732788086,21.61370849609375,58.52119026149685,45.356176735798016,59.209999084472656,66.62999725341797,20.36400032043457,82.18000030517578,82.40999603271484,95.40972222222223,96.71861471861472,57.04433497536946,45.61576354679803,65.44000244140625,1.592000126838684,62.40200424194336,60.2400016784668,59.38200378417969,57.26000213623047,60.590003967285156,59.75400161743164,57.202003479003906,56.46800231933594,56.69600296020508,59.272003173828125,55.880001068115234,53.28200149536133,57.78600311279297,50.60600280761719,54.27000427246094,46.80600357055664,55.816001892089844,41.24400329589844,52.150001525878906,37.410003662109375,53.73800277709961,32.544002532958984,48.32200241088867,26.930002212524414,45.090003967285156,15.324000358581543,39.45000076293945,11.622000694274902,32.75,3.05400013923645,28.226001739501953,2.2780001163482666,21.378000259399414,0.5080000162124634,18.108001708984375,0.5120000243186951,15.178000450134277,0.4660000205039978,13.084000587463379,0.47200003266334534,57.67000198364258,42.336002349853516,56.94400405883789,37.922000885009766,60.018001556396484,33.954002380371094,56.26400375366211,30.500001907348633,54.89800262451172,21.84200096130371,54.000003814697266,19.356000900268555,50.790000915527344,14.594000816345215,49.82400131225586,12.746000289916992,50.332000732421875,9.784000396728516,46.27800369262695,8.460000038146973,52.08000183105469,54.288002014160156,48.39200210571289,51.656002044677734,46.500003814697266,36.204002380371094,42.922000885009766,34.54600143432617,59.20000457763672,57.38600158691406,56.09400177001953,52.9900016784668,47.35000228881836,54.12600326538086,43.67400360107422,49.548004150390625,34.492000579833984,41.384002685546875,31.25200080871582,23.1820011138916,19.150001525878906,11.226000785827637,8.892000198364258,4.254000186920166,3.434000253677368,3.5880000591278076,2.6740000247955322,1.1100000143051147,0.878000020980835,54.98600387573242,51.54600143432617,38.94000244140625,35.91800308227539,25.70600128173828,23.95400047302246,23.68600082397461,21.968000411987305,16.248001098632812,15.482000350952148,57.14200210571289,49.03400421142578,41.07400131225586,37.5260009765625,33.02799987792969,28.264001846313477,22.09800148010254,19.6460018157959,14.840001106262207,10.148000717163086,7.276000499725342,48.93600082397461,56.17400360107422,32.64800262451172,45.522003173828125,13.404000282287598,25.8960018157959,3.626000165939331,9.938000679016113,0.7800000309944153,2.2260000705718994,46.39800262451172,38.18000030517578,29.446001052856445,23.022001266479492,14.372000694274902,14.668000221252441,45.16800308227539,5.814000129699707,29.856000900268555,2.890000104904175,19.356000900268555,0.9580000638961792,6.13200044631958,0.5020000338554382,46.55600357055664,54.37800216674805,28.830001831054688,41.91400146484375,13.246000289916992,24.806001663208008,3.1540000438690186,8.404000282287598,1.124000072479248,3.698000192642212,46.50400161743164,47.51000213623047,34.86800003051758,31.976001739501953,31.174001693725586,28.422000885009766,19.452001571655273,16.828001022338867,18.154001235961914,16.43400001525879,60.47200393676758,58.858001708984375,54.5260009765625,51.82400131225586,53.43800354003906,46.50600051879883,30.176000595092773,30.440000534057617,24.840002059936523,22.652000427246094,50.27400207519531,55.900001525878906,41.66600036621094,50.980003356933594,18.82200050354004,31.062002182006836,10.972000122070312,20.112001419067383,5.8520002365112305,11.184000968933105,47.634002685546875,42.94000244140625,41.79600143432617,37.64400100708008,34.452003479003906,31.110000610351562,30.048002243041992,27.600000381469727,24.79800033569336,22.518001556396484,62.8599967956543,55.439998626708984,63.07999801635742,59.81999969482422,21.796800804138183,24.50200138092041,47.9244026184082,19.878800785541536,10.379200613498687,45.25320205688477,8.672000432014466,33.847601890563965,7.00560040473938,54.7416015625,8.362800616025925,32.36240119934082,25.517200660705566,44.46680183410645,31.254801559448243,54.307603454589845,18.582001161575317,30.0304012298584,28.23400115966797,26.640001153945924,25.255201435089113,31.913201904296876,50.816403198242185,42.05600090026856,27.95120186805725,20.420801091194154,30.283601188659667,58.573602294921876,55.2056022644043,33.62680149078369,48.67760238647461,4.9664001107215885,52.66200332641601,29.773601150512697,29.438001441955567,35.74560203552246,44.69040222167969,32.367775863409044,32.44353488352564,32.20166468337962,60.29999828338623
facebook_adv_trained_resnet152_baseline,22.437074646213677,62.340003967285156,49.82999801635742,51.12600326538086,3.7733333110809326,46.913333892822266,28.92963218688965,54.373309287646535,42.92155094679892,58.63999938964844,65.43999481201172,24.784000396728516,82.13999938964844,81.94999694824219,94.32638888888889,96.45021645021646,52.364532019704434,39.40886699507389,67.66400146484375,3.3600001335144043,62.34400177001953,62.34400177001953,57.90200424194336,55.12400436401367,62.49400329589844,59.176002502441406,57.61000442504883,54.5160026550293,61.07200241088867,58.64400100708008,53.90800094604492,55.82400131225586,57.53000259399414,57.846004486083984,52.72800064086914,52.086002349853516,56.08200454711914,52.08000183105469,51.25400161743164,45.570003509521484,62.34400177001953,62.34400177001953,44.16600036621094,26.796001434326172,41.29800033569336,16.940000534057617,35.57200241088867,10.546000480651855,30.680002212524414,1.842000126838684,25.904001235961914,1.3480000495910645,21.02400016784668,0.35200002789497375,17.788000106811523,0.34800001978874207,15.724000930786133,0.3400000035762787,13.598000526428223,0.33800002932548523,62.34400177001953,62.34400177001953,53.858001708984375,34.24800109863281,57.506004333496094,30.2080020904541,53.03600311279297,27.394001007080078,49.73600387573242,19.55000114440918,50.24800109863281,17.832000732421875,45.428001403808594,13.390000343322754,46.0780029296875,12.134000778198242,46.134002685546875,9.15000057220459,42.99400329589844,8.26200008392334,62.34400177001953,62.279998779296875,48.522003173828125,47.2400016784668,51.540000915527344,33.07999801635742,44.76000213623047,30.316001892089844,61.48600387573242,54.939998626708984,56.57600402832031,50.268001556396484,54.842002868652344,52.71999740600586,49.108001708984375,48.05400085449219,44.14200210571289,44.119998931884766,38.62800216674805,62.34400177001953,14.166000366210938,8.510000228881836,5.458000183105469,2.2780001163482666,1.5540000200271606,1.9000000953674316,1.190000057220459,0.5100000500679016,0.3960000276565552,62.34400177001953,53.548004150390625,48.93600082397461,42.16400146484375,38.14800262451172,31.816001892089844,35.70000076293945,29.450000762939453,28.308000564575195,22.564001083374023,62.34400177001953,44.77800369262695,36.586002349853516,39.64200210571289,29.558000564575195,24.894001007080078,19.838001251220703,17.57400131225586,13.632000923156738,9.366000175476074,7.174000263214111,62.34400177001953,56.310001373291016,46.62600326538086,49.910003662109375,28.426000595092773,35.60200119018555,11.200000762939453,18.48000144958496,2.2300000190734863,5.164000034332275,42.358001708984375,34.63800048828125,27.39000129699707,21.62200164794922,13.784000396728516,62.34400177001953,46.35200119018555,19.786001205444336,35.30800247192383,13.072000503540039,26.446001052856445,4.644000053405762,11.384000778198242,1.3420000076293945,62.34400177001953,55.00400161743164,42.746002197265625,46.59600067138672,27.46000099182129,33.89800262451172,10.152000427246094,16.124000549316406,4.220000267028809,7.8560004234313965,62.34400177001953,50.21600341796875,48.43400192260742,41.368003845214844,44.20000076293945,37.3640022277832,34.40800094604492,26.87200164794922,37.87200164794922,30.472002029418945,62.34400177001953,56.62200164794922,57.93000411987305,51.4160041809082,58.60200119018555,48.78000259399414,38.34600067138672,31.02800178527832,32.62200164794922,23.82400131225586,62.34400177001953,55.73200225830078,50.17400360107422,52.066001892089844,31.82600212097168,37.1140022277832,22.652000427246094,28.224000930786133,14.142000198364258,19.172000885009766,62.34400177001953,38.80000305175781,38.55600357055664,33.93000030517578,32.0620002746582,28.34200096130371,28.306001663208008,25.020000457763672,24.102001190185547,20.916000366210938,62.18000030517578,60.959999084472656,24.579999923706055,2.799999952316284,19.97400074005127,26.92840118408203,54.870802307128905,30.165201282501222,16.363600492477417,43.10400161743164,15.108400452136994,38.461601638793944,4.552800130844116,52.2296028137207,7.875200402736664,29.401601028442382,36.22760162353516,47.518802642822266,30.152801322937012,59.16720275878906,29.38440113067627,45.45160140991211,37.25840263366699,31.895601177215575,22.99600133895874,42.6872013092041,53.79840316772461,42.334002304077146,33.09320154190063,24.570001125335693,27.958401107788085,58.75520248413086,53.506002044677736,34.21400108337402,49.42799835205078,20.23760070800781,49.242802429199216,35.90840187072754,27.405600929260252,37.074001693725585,49.96880187988281,35.77382712364197,38.245245793792925,33.20288578271865,37.629999816417694
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resnet50-vtab-semi-exemplar,18.591336286053796,61.62200164794922,49.529998779296875,54.85000228881836,1.5600000619888306,,20.54078483581543,58.340847610459875,38.86384129846709,58.59000015258789,64.65999603271484,17.630001068115234,80.97000122070312,,96.54166666666667,97.17748917748918,54.5320197044335,36.108374384236456,61.61600112915039,7.0360002517700195,61.454002380371094,53.1140022277832,58.44600296020508,51.00200271606445,61.052001953125,49.81800079345703,57.88600158691406,47.69200134277344,60.53200149536133,47.656002044677734,45.40800094604492,56.99200439453125,40.570003509521484,59.80400466918945,39.26000213623047,55.82200241088867,32.20000076293945,58.672000885009766,31.680002212524414,54.04600143432617,48.07400131225586,59.2760009765625,45.53000259399414,54.12000274658203,35.2400016784668,57.62200164794922,33.290000915527344,51.1400032043457,19.446001052856445,54.272003173828125,17.952001571655273,44.790000915527344,9.106000900268555,43.5260009765625,8.546000480651855,27.148000717163086,5.4800004959106445,25.738000869750977,5.368000030517578,8.480000495910645,53.564002990722656,42.314002990722656,52.93800354003906,39.42000198364258,51.820003509521484,33.788002014160156,49.704002380371094,31.84200096130371,39.31800079345703,19.9320011138916,41.66400146484375,18.422000885009766,27.25200080871582,11.704000473022461,31.244001388549805,10.51200008392334,24.91400146484375,6.564000129699707,24.93600082397461,5.954000473022461,60.900001525878906,51.11600112915039,57.62800216674805,50.59800338745117,59.55600357055664,29.76000213623047,55.8900032043457,29.656002044677734,60.788002014160156,40.66400146484375,57.340003967285156,40.320003509521484,58.858001708984375,27.2080020904541,53.798004150390625,28.466001510620117,56.656002044677734,6.956000328063965,50.45000076293945,53.560001373291016,48.426002502441406,49.262001037597656,42.96000289916992,41.742000579833984,34.066001892089844,36.47800064086914,28.07200050354004,23.812000274658203,15.748001098632812,50.41200256347656,48.470001220703125,35.62000274658203,34.6400032043457,26.178001403808594,25.50800132751465,23.742000579833984,23.374000549316406,19.00800132751465,18.648000717163086,54.88200378417969,49.730003356933594,39.96000289916992,8.97800064086914,35.15800094604492,25.796001434326172,22.312000274658203,15.438000679016113,13.076000213623047,5.3560004234313965,4.304000377655029,51.99800109863281,47.836002349853516,44.71600341796875,40.55000305175781,34.2660026550293,30.362001419067383,21.862001419067383,18.91400146484375,9.164000511169434,7.898000240325928,40.954002380371094,28.660001754760742,10.382000923156738,6.954000473022461,4.1620001792907715,39.44200134277344,35.544002532958984,34.858001708984375,29.98200225830078,29.874000549316406,25.542001724243164,18.09800148010254,15.566000938415527,8.360000610351562,51.07400131225586,47.05600357055664,42.24800109863281,38.62200164794922,32.544002532958984,28.60000228881836,18.05000114440918,15.480000495910645,9.844000816345215,8.834000587463379,37.61800003051758,39.470001220703125,28.66600227355957,23.87200164794922,28.73600196838379,25.57200050354004,21.010000228881836,18.18400001525879,21.86600112915039,16.852001190185547,57.05800247192383,56.496002197265625,45.65400314331055,43.91800308227539,42.19000244140625,34.3640022277832,22.642000198364258,24.650001525878906,16.79400062561035,16.45800018310547,53.204002380371094,49.5780029296875,48.794002532958984,45.00200271606445,35.4640007019043,31.7760009765625,28.328001022338867,24.576000213623047,20.12200164794922,17.38800048828125,30.22800064086914,34.28000259399414,22.132001876831055,25.038002014160156,17.736000061035156,19.32000160217285,13.314001083374023,14.848000526428223,11.690000534057617,11.266000747680664,,,,,21.23000087738037,22.860401344299316,59.351602172851564,32.40120182037354,48.086801528930664,31.60360221862793,40.97080078125,33.66400146484375,33.85440177917481,39.37360191345215,37.13560161590576,20.950401496887206,37.18240165710449,55.021202850341794,28.28640184402466,60.30280227661133,30.75200138092041,27.57920112609863,24.790000915527344,27.71840171813965,24.91600103378296,30.992001724243163,56.63840255737305,35.17720184326172,29.11200170516968,22.734001541137694,18.22240114212036,44.67160186767578,43.00840187072754,23.46920108795166,31.140801429748535,26.126401138305663,40.097201919555665,30.128001403808593,22.13720111846924,19.020000839233397,36.867601776123045,33.84751954200941,35.52415709495545,32.00728584590712,
resnet50_with_zoom_blur_aws,24.74343739872529,61.25200271606445,49.40999984741211,41.20800018310547,2.4666666984558105,23.023334503173828,9.935349464416504,61.04598737601443,41.38863841298467,57.82999801635742,64.43000030517578,11.322000503540039,81.68999481201172,82.73999786376953,95.63194444444446,96.5108225108225,54.43349753694581,37.093596059113295,65.24800109863281,0.26600000262260437,61.25200271606445,61.25200271606445,62.836002349853516,47.85000228881836,56.33200454711914,38.66800308227539,59.49400329589844,40.01000213623047,50.62800216674805,32.45800018310547,34.332000732421875,54.262001037597656,17.288000106811523,43.034000396728516,19.810001373291016,46.788002014160156,7.260000228881836,33.768001556396484,9.004000663757324,37.694000244140625,67.36000061035156,61.25200271606445,63.74400329589844,49.96000289916992,65.79800415039062,44.14600372314453,60.72600173950195,40.88800048828125,60.97200393676758,34.3280029296875,54.33000183105469,27.128002166748047,52.820003509521484,19.214000701904297,44.10000228881836,9.814000129699707,44.96800231933594,8.886000633239746,35.570003509521484,2.6040000915527344,61.25200271606445,61.496002197265625,51.82600402832031,55.48600387573242,50.12200164794922,57.53000259399414,47.48400115966797,51.42000198364258,22.272001266479492,51.30600357055664,31.61600112915039,43.01000213623047,14.136000633239746,43.820003509521484,19.736000061035156,35.452003479003906,11.69800090789795,35.176002502441406,13.02400016784668,26.858001708984375,61.25200271606445,59.62600326538086,51.952003479003906,59.958003997802734,42.84800338745117,37.66800308227539,44.96000289916992,39.672000885009766,54.23600387573242,44.46200180053711,57.7400016784668,52.1660041809082,33.96600341796875,25.79800033569336,38.3640022277832,39.63800048828125,20.880001068115234,5.718000411987305,24.286001205444336,61.25200271606445,46.91200256347656,42.97200393676758,40.41800308227539,38.68800354003906,34.182003021240234,37.94200134277344,31.512001037597656,29.768001556396484,21.178001403808594,61.25200271606445,43.61000061035156,22.756000518798828,26.746002197265625,14.320000648498535,17.398000717163086,13.368000984191895,16.329999923706055,9.780000686645508,11.906000137329102,61.25200271606445,61.32600402832031,55.846004486083984,16.530000686645508,52.650001525878906,46.46600341796875,43.30600357055664,35.926002502441406,34.34800338745117,18.84800148010254,18.378000259399414,61.25200271606445,36.452003479003906,19.636001586914062,20.84200096130371,5.458000183105469,7.442000389099121,0.89000004529953,1.8560000658035278,0.23400001227855682,0.3660000264644623,46.69400405883789,37.768001556396484,22.91200065612793,19.36400032043457,15.586000442504883,61.25200271606445,18.398000717163086,8.858000755310059,8.964000701904297,3.434000253677368,4.706000328063965,0.4660000205039978,1.0840001106262207,0.19600000977516174,61.25200271606445,33.1400032043457,15.898000717163086,17.128000259399414,4.5400004386901855,6.4760003089904785,0.5100000500679016,1.3060001134872437,0.2540000081062317,0.48000001907348633,30.772001266479492,41.13800048828125,19.516000747680664,22.226001739501953,19.89000129699707,24.330001831054688,10.42400074005127,14.562000274658203,8.134000778198242,10.40000057220459,61.25200271606445,61.21200180053711,39.702003479003906,46.86000061035156,32.454002380371094,33.086002349853516,10.754000663757324,22.09000015258789,6.860000133514404,12.762001037597656,61.25200271606445,37.038002014160156,26.636001586914062,27.494001388549805,8.064000129699707,9.584000587463379,3.3960001468658447,4.988000392913818,1.184000015258789,2.2080001831054688,61.25200271606445,65.21200561523438,71.34000396728516,63.756004333496094,70.97400665283203,62.94200134277344,70.49000549316406,61.80800247192383,70.07200622558594,61.12200164794922,9.120000839233398,8.188000679016113,25.910001754760742,8.818000793457031,42.44520263671875,49.86560287475586,42.6364028930664,17.494000908732414,33.565202140808104,41.59280204772949,42.124402618408205,16.262400913238526,34.84040222167969,31.896001434326173,26.078801155090332,62.96800308227539,20.10640091896057,43.46040229797363,43.667602920532225,49.00280227661133,16.490800786018372,17.747200965881348,22.531200981140138,11.706000781059265,42.00160255432129,24.295201110839844,52.21480178833008,35.20200119018555,13.391600984334946,6.683600372076034,28.464801406860353,31.385201263427735,30.20120143890381,58.383602905273435,34.654401779174805,14.841200751066207,32.7372013092041,23.198000717163087,51.69400253295898,68.82560501098632,30.204401874542235,33.26641196234104,34.84366863518954,32.5091594953286,13.009001016616821
resnet50-vtab-semi-rotation,24.06827265852868,60.92400360107422,48.80999755859375,42.89200210571289,1.693333387374878,,12.7611083984375,57.79981965734896,38.14247069431921,57.32999801635742,64.62999725341797,11.17400074005127,80.40999603271484,,95.74305555555556,96.42424242424242,53.103448275862064,36.25615763546798,63.16800308227539,0.5460000038146973,59.842002868652344,50.89200210571289,57.160003662109375,48.97200393676758,57.204002380371094,46.820003509521484,54.362003326416016,45.150001525878906,52.954002380371094,43.98200225830078,42.0420036315918,49.96200180053711,33.336002349853516,46.970001220703125,31.86800193786621,43.454002380371094,19.474000930786133,38.986000061035156,18.742000579833984,34.95000076293945,47.750003814697266,49.61600112915039,44.932003021240234,44.4900016784668,36.134002685546875,42.426002502441406,33.2140007019043,36.3280029296875,21.71200180053711,30.25400161743164,19.554000854492188,22.73200035095215,11.714000701904297,11.998000144958496,10.288000106811523,7.012000560760498,7.766000270843506,3.642000198364258,6.830000400543213,1.814000129699707,51.980003356933594,41.20000076293945,52.130001068115234,38.284000396728516,52.108001708984375,32.470001220703125,49.63200378417969,30.02800178527832,35.038002014160156,19.878000259399414,40.112003326416016,17.654001235961914,19.488000869750977,12.368000984191895,25.086000442504883,10.890000343322754,17.636001586914062,7.90000057220459,16.777999877929688,6.814000129699707,51.53200149536133,51.512001037597656,48.16400146484375,50.3900032043457,44.480003356933594,32.78200149536133,41.426002502441406,31.39000129699707,55.7400016784668,38.92000198364258,52.8280029296875,37.96800231933594,41.38800048828125,26.514001846313477,37.65800094604492,27.256000518798828,29.494001388549805,8.532000541687012,26.658000946044922,44.15800094604492,39.354000091552734,37.23800277709961,31.772001266479492,28.82000160217285,22.674001693725586,23.48200035095215,17.532001495361328,12.302000999450684,7.904000282287598,43.660003662109375,41.63600158691406,26.240001678466797,25.178001403808594,16.784000396728516,15.906001091003418,15.054000854492188,14.640000343322754,10.858000755310059,10.350000381469727,54.10200119018555,49.06200408935547,38.88199996948242,9.534000396728516,33.5160026550293,24.722002029418945,20.79800033569336,14.960000991821289,13.116000175476074,6.03000020980835,5.5460004806518555,41.820003509521484,38.720001220703125,27.07600212097168,23.59800148010254,10.910000801086426,8.776000022888184,2.9080002307891846,2.376000165939331,0.6700000166893005,0.550000011920929,38.70000076293945,26.240001678466797,9.99000072479248,7.002000331878662,4.664000034332275,30.23600196838379,26.666000366210938,18.402000427246094,15.456000328063965,10.518000602722168,8.710000038146973,2.388000011444092,2.2220001220703125,0.5760000348091125,40.51000213623047,37.22600173950195,24.536001205444336,20.944000244140625,11.098000526428223,8.586000442504883,2.444000005722046,2.0220000743865967,0.9420000314712524,0.9020000696182251,30.854001998901367,34.0,17.770000457763672,15.302000999450684,19.5,17.256000518798828,10.90000057220459,9.8100004196167,7.674000263214111,7.038000106811523,56.4900016784668,56.0160026550293,43.55600357055664,42.60200119018555,37.71200180053711,30.546001434326172,19.142000198364258,22.32200050354004,14.056000709533691,14.128000259399414,44.59800338745117,41.540000915527344,36.41200256347656,33.130001068115234,17.124000549316406,13.882000923156738,9.720000267028809,7.758000373840332,4.552000045776367,3.636000156402588,30.558000564575195,33.59400177001953,23.558000564575195,25.23600196838379,19.61400032043457,20.032001495361328,15.382000923156738,15.766000747680664,13.404000282287598,12.576000213623047,,,,,20.734000778198244,22.763200759887695,44.526801681518556,16.676801335811614,27.58720111846924,31.307601547241212,29.200001335144044,19.98920068740845,23.84720096588135,35.25000190734863,22.47520112991333,21.440801239013673,22.481201362609863,41.3468017578125,27.73920087814331,51.191201782226564,15.906000781059266,17.33960065841675,16.681200408935545,13.936000514030457,24.40760154724121,22.519201469421386,47.97760238647461,33.12280120849609,14.804000580310822,10.720000171661377,17.319200706481933,38.90080223083496,37.3548023223877,25.01520185470581,31.65200138092041,12.424000608921052,36.747601699829104,21.54200096130371,22.96360101699829,20.50320053100586,34.1912015914917,26.375642249828733,27.54815684821871,25.195643243664183,
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resnet50_adv-train-free,20.487198876525873,60.49200439453125,47.41999816894531,43.78600311279297,1.7066667079925537,36.7400016784668,20.04952049255371,55.906221821460775,42.74120829576194,56.54999923706055,64.0,17.378000259399414,79.94999694824219,80.79999542236328,94.77777777777779,96.43290043290044,54.778325123152705,42.66009852216749,63.82400131225586,1.496000051498413,60.15200424194336,57.93400192260742,57.23600387573242,54.97600173950195,58.11600112915039,57.29600143432617,54.96400451660156,54.160003662109375,53.8280029296875,56.83000183105469,53.45600128173828,50.54600143432617,55.246002197265625,46.69000244140625,51.66200256347656,43.41600036621094,53.160003662109375,37.37200164794922,49.0260009765625,34.12600326538086,50.96800231933594,25.79800033569336,45.00400161743164,20.988000869750977,41.630001068115234,10.874000549316406,36.0,8.110000610351562,29.690000534057617,1.9040000438690186,25.018001556396484,1.5280001163482666,19.05000114440918,0.35600000619888306,16.13800048828125,0.34200000762939453,13.802000999450684,0.32600000500679016,11.622000694274902,0.31800001859664917,55.250003814697266,38.53600311279297,54.53600311279297,34.12200164794922,57.810001373291016,30.204002380371094,53.708003997802734,26.678001403808594,51.92400360107422,18.81599998474121,50.9640007019043,16.5,47.18400192260742,12.16200065612793,46.310001373291016,10.664000511169434,46.7660026550293,7.944000244140625,42.592002868652344,6.840000152587891,48.570003509521484,51.928001403808594,44.788002014160156,49.332000732421875,44.40800094604492,34.40800094604492,40.630001068115234,32.32200241088867,56.83400344848633,54.788002014160156,53.814002990722656,50.220001220703125,43.62200164794922,50.9160041809082,40.06800079345703,46.374000549316406,30.692001342773438,37.395999908447266,27.93800163269043,17.02400016784668,14.012001037597656,7.402000427246094,5.834000110626221,2.6120002269744873,2.1000001430511475,2.0180001258850098,1.6340000629425049,0.6440000534057617,0.5220000147819519,50.59600067138672,46.970001220703125,32.30000305175781,29.72800064086914,19.722000122070312,18.280000686645508,17.394001007080078,16.41400146484375,11.476000785827637,10.954000473022461,54.816001892089844,45.64400100708008,37.220001220703125,33.8380012512207,29.156002044677734,24.630001068115234,18.770000457763672,16.802000045776367,12.398000717163086,8.236000061035156,5.824000358581543,43.15800094604492,52.4640007019043,27.034000396728516,40.54600143432617,10.236000061035156,21.86800193786621,2.6700000762939453,8.088000297546387,0.6000000238418579,1.9340001344680786,42.97600173950195,34.59000015258789,25.560001373291016,19.68800163269043,12.038000106811523,15.312000274658203,40.75200271606445,6.562000274658203,25.806001663208008,3.2100000381469727,15.994000434875488,0.8540000319480896,5.01800012588501,0.37400001287460327,40.492000579833984,50.310001373291016,23.310001373291016,36.50400161743164,10.020000457763672,20.700000762939453,2.4100000858306885,6.982000350952148,0.956000030040741,3.254000186920166,41.02800369262695,42.91800308227539,29.09600067138672,26.82200050354004,25.4580020904541,23.400001525878906,14.768000602722168,13.194000244140625,13.628000259399414,12.710000991821289,58.272003173828125,56.53400421142578,50.88600158691406,48.298004150390625,49.67000198364258,42.0260009765625,28.86800193786621,29.07400131225586,22.796001434326172,21.240001678466797,44.730003356933594,52.40200424194336,35.30400085449219,46.31800079345703,14.666000366210938,25.82600212097168,8.472000122070312,16.552000045776367,4.4760003089904785,9.248000144958496,60.49200439453125,39.38800048828125,38.04800033569336,33.974002838134766,30.772001266479492,27.522001266479492,26.82600212097168,24.112001419067383,21.900001525878906,19.652000427246094,59.85600280761719,53.038002014160156,60.23800277709961,56.55999755859375,18.96080074310303,21.532401275634765,44.82520217895508,16.73960030078888,7.851600188016891,42.41720123291016,5.940000200271607,30.069201469421387,4.820400273799896,51.78680267333984,6.25720032453537,28.9296012878418,21.5296010017395,41.4476016998291,28.340800857543947,51.23160247802734,15.43760050535202,24.795601463317873,23.80880126953125,23.550000858306884,22.358400917053224,26.29760112762451,48.05760269165039,39.43440246582031,24.98000090122223,17.813200998306275,26.970401000976562,56.09320220947266,52.656002044677734,31.02800121307373,45.88720169067383,5.262400126457214,49.62200241088867,24.469200897216798,26.756400871276856,35.607601928710935,42.09840202331543,29.405837209560925,29.57140130235089,29.12518022938778,57.423001289367676
resnet50-smoothing_adversarial_PGD_1step_eps_512_noise_0.25,18.991033812250187,60.48600387573242,46.96999740600586,42.11000061035156,2.1733334064483643,35.15999984741211,18.03533172607422,53.9224526600541,42.56086564472498,56.28999710083008,63.62999725341797,16.45600128173828,79.36000061035156,80.30999755859375,93.9375,96.14718614718615,54.187192118226605,42.95566502463054,63.90400314331055,11.219999313354492,61.03999710083008,61.13999938964844,58.73999786376953,58.81999969482422,57.47999954223633,59.73999786376953,55.84000015258789,57.959999084472656,51.959999084472656,59.439998626708984,57.599998474121094,50.13999938964844,58.959999084472656,43.939998626708984,56.939998626708984,41.5,57.459999084472656,33.36000061035156,54.69999694824219,30.85999870300293,53.69999694824219,60.91999816894531,50.52000045776367,17.579999923706055,45.47999954223633,6.460000038146973,41.36000061035156,6.199999809265137,34.20000076293945,1.4800000190734863,31.15999984741211,1.3399999141693115,23.439998626708984,0.3799999952316284,20.979999542236328,0.41999998688697815,17.779998779296875,0.4399999976158142,15.75999927520752,0.41999998688697815,60.91999816894531,46.099998474121094,57.29999923706055,42.05999755859375,59.19999694824219,39.13999938964844,56.57999801635742,35.84000015258789,53.69999694824219,26.599998474121094,53.86000061035156,24.059999465942383,50.53999710083008,18.68000030517578,50.37999725341797,16.639999389648438,51.55999755859375,13.0,48.20000076293945,11.460000038146973,61.0,53.099998474121094,47.439998626708984,51.71999740600586,44.31999969482422,33.41999816894531,41.55999755859375,33.380001068115234,55.31999969482422,57.21999740600586,53.36000061035156,54.2599983215332,37.939998626708984,53.939998626708984,36.21999740600586,51.119998931884766,25.739999771118164,42.47999954223633,23.84000015258789,61.0,9.119999885559082,2.9800000190734863,3.3999998569488525,0.7400000095367432,1.1200000047683716,0.5799999833106995,0.7400000095367432,0.17999999225139618,0.29999998211860657,61.02000045776367,47.18000030517578,36.040000915527344,31.619998931884766,23.399999618530273,20.979999542236328,21.31999969482422,19.31999969482422,14.479999542236328,13.079999923706055,61.119998931884766,51.05999755859375,45.099998474121094,39.65999984741211,38.119998931884766,33.23999786376953,26.31999969482422,24.439998626708984,18.959999084472656,13.479999542236328,10.239999771118164,61.03999710083008,59.05999755859375,59.7599983215332,58.099998474121094,53.89999771118164,52.02000045776367,36.880001068115234,36.65999984741211,12.559999465942383,12.039999961853027,48.91999816894531,41.41999816894531,33.15999984741211,26.239999771118164,17.619998931884766,61.0,58.939998626708984,58.279998779296875,56.68000030517578,53.63999938964844,51.65999984741211,33.459999084472656,32.70000076293945,12.25999927520752,60.939998626708984,59.19999694824219,58.8599967956543,57.71999740600586,52.279998779296875,51.31999969482422,31.8799991607666,31.0,16.19999885559082,15.539999961853027,47.119998931884766,48.81999969482422,33.459999084472656,31.3799991607666,24.84000015258789,24.719999313354492,11.84000015258789,12.079999923706055,12.59999942779541,12.819999694824219,61.05999755859375,59.21999740600586,55.279998779296875,53.21999740600586,56.459999084472656,48.39999771118164,36.2599983215332,33.040000915527344,26.760000228881836,22.65999984741211,61.03999710083008,59.23999786376953,60.13999938964844,58.91999816894531,53.959999084472656,53.459999084472656,46.099998474121094,45.68000030517578,33.21999740600586,32.380001068115234,60.91999816894531,45.21999740600586,42.41999816894531,40.47999954223633,35.36000061035156,33.939998626708984,31.099998474121094,30.17999839782715,26.03999900817871,25.059999465942383,60.33200454711914,52.81999969482422,60.51000213623047,60.320003509521484,26.011999320983886,28.703999328613282,44.86399955749512,44.82799873352051,13.935999643802642,46.02799911499024,13.096000000834465,49.9359992980957,2.935999947786331,55.183997344970706,5.191999924182892,34.97599868774414,50.891998291015625,40.48399887084961,35.47599868774414,49.555998992919925,44.03199844360351,25.97199954986572,25.963999557495118,42.95599880218506,28.93999900817871,31.252000045776366,47.415999221801755,43.30799865722656,43.57599925994873,42.239999771118164,33.47199897766113,59.347998809814456,57.20399856567383,34.91999893188476,48.03199844360351,43.7279993057251,53.26399917602539,26.43599967956543,31.95599994659424,39.1679988861084,47.16399879455567,37.20548639671923,39.45288787732522,35.910315041479315,58.49550247192383
resnet50_trained_on_SIN,21.340607108134385,60.18400192260742,48.55999755859375,50.01400375366211,2.3600001335144043,40.083335876464844,30.055612564086914,58.52119026149685,39.13435527502254,57.2599983215332,64.18999481201172,54.99800109863281,79.9000015258789,80.87999725341797,95.61111111111111,96.45887445887446,54.039408866995075,37.19211822660098,61.90400314331055,18.50200080871582,59.454002380371094,55.53400421142578,58.8280029296875,53.512001037597656,57.816001892089844,51.94000244140625,57.3180046081543,49.316001892089844,56.04600143432617,49.19600296020508,46.160003662109375,55.35000228881836,40.84000015258789,53.72600173950195,36.94200134277344,52.724002838134766,31.566001892089844,50.874000549316406,27.39200210571289,49.64400100708008,51.33000183105469,56.728004455566406,49.36000061035156,55.618003845214844,44.2920036315918,54.590003967285156,42.47200012207031,53.35600280761719,36.0,51.21600341796875,33.98200225830078,49.336002349853516,27.500001907348633,43.46000289916992,25.408000946044922,38.91800308227539,22.32200050354004,32.470001220703125,20.446001052856445,23.25400161743164,55.3380012512207,40.492000579833984,56.676002502441406,37.63199996948242,57.4900016784668,31.55000114440918,56.05000305175781,30.48000144958496,42.564002990722656,22.878000259399414,48.544002532958984,23.416000366210938,33.91800308227539,16.398000717163086,39.44000244140625,17.5,35.36600112915039,11.422000885009766,34.50800323486328,12.398000717163086,58.52800369262695,52.95000076293945,57.790000915527344,52.802001953125,55.39800262451172,34.77400207519531,54.69200134277344,35.0620002746582,58.14800262451172,56.33400344848633,57.592002868652344,54.6660041809082,51.250003814697266,52.6400032043457,49.678001403808594,51.130001068115234,39.17000198364258,38.72200012207031,37.24400329589844,54.03600311279297,53.33400344848633,51.53400421142578,50.8900032043457,47.082000732421875,46.54800033569336,44.470001220703125,43.624000549316406,37.85000228881836,35.570003509521484,49.926002502441406,49.592002868652344,39.570003509521484,39.974002838134766,32.80800247192383,33.454002380371094,31.248001098632812,32.05400085449219,27.190000534057617,28.380001068115234,57.09800338745117,51.56800079345703,36.922000885009766,37.29600143432617,32.064002990722656,19.2760009765625,20.57400131225586,12.302000999450684,15.190000534057617,6.01200008392334,8.248000144958496,51.88600158691406,49.95000076293945,46.82200241088867,43.46000289916992,39.810001373291016,36.00600051879883,30.91400146484375,27.680002212524414,19.79800033569336,18.032001495361328,47.2140007019043,37.19600296020508,23.07000160217285,18.918001174926758,13.622000694274902,45.84400177001953,43.03600311279297,39.75200271606445,36.94200134277344,35.02400207519531,33.03200149536133,26.880001068115234,25.442001342773438,18.918001174926758,50.25600051879883,46.582000732421875,44.044002532958984,39.09800338745117,37.35600280761719,32.858001708984375,27.34600067138672,24.09400177001953,20.21000099182129,18.006000518798828,45.05000305175781,47.10400390625,38.34600067138672,36.68600082397461,38.018001556396484,37.992000579833984,31.810001373291016,31.038002014160156,30.360000610351562,30.192001342773438,58.23800277709961,58.220001220703125,52.746002197265625,51.768001556396484,49.98200225830078,45.7920036315918,33.172000885009766,34.79800033569336,26.80000114440918,25.780000686645508,48.720001220703125,44.63200378417969,43.566001892089844,38.2660026550293,32.05400085449219,26.8700008392334,26.080001831054688,22.130001068115234,20.266000747680664,17.494001388549805,60.18400192260742,37.18400192260742,24.838001251220703,30.064001083374023,24.650001525878906,28.520000457763672,19.314001083374023,22.942001342773438,18.618000030517578,18.472000122070312,12.848000526428223,8.564000129699707,44.63800048828125,10.960000038146973,24.28520050048828,24.548000717163085,52.498802947998044,37.84600143432617,47.69280319213867,46.191201782226564,46.99440231323242,29.878401947021484,45.993202209472656,44.935202026367186,44.09640274047852,27.436400985717775,34.1372013092041,51.39920196533203,26.322001266479493,55.5832015991211,35.8424015045166,36.716801452636716,36.60240173339844,32.127601623535156,25.52880115509033,36.14840202331543,54.772802734375,43.27160148620605,35.02560157775879,31.390801620483398,28.004001426696778,45.81520233154297,42.66440200805664,36.28880157470703,47.08400192260742,33.28360176086426,47.043602752685544,36.690802001953124,34.333600997924805,29.520801162719728,44.18760185241699,39.41521206391163,39.74695735507541,37.722949118363225,19.252500295639038
resnet50_clip_zeroshot,40.28302905909042,59.80800247192383,52.529998779296875,50.55600357055664,22.80000114440918,60.46000289916992,35.37699890136719,75.56357078449054,53.9224526600541,59.62999725341797,65.0199966430664,12.722001075744629,84.75,85.75999450683594,97.22222222222221,98.37229437229438,63.99014778325123,49.40886699507389,66.8479995727539,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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alexnet_lpf2,14.270281948795507,57.23200225830078,43.98999786376953,34.42000198364258,1.5199999809265137,22.08333396911621,10.465916633605957,49.59422903516681,35.07664562669071,51.94999694824219,58.82999801635742,7.802000522613525,76.98999786376953,77.8499984741211,93.73611111111111,95.4891774891775,46.502463054187196,31.576354679802954,57.31200408935547,0.4620000123977661,55.954002380371094,50.33000183105469,52.80400085449219,44.73800277709961,52.68600082397461,47.22200393676758,49.268001556396484,41.444000244140625,47.332000732421875,44.836002349853516,39.12600326538086,43.814002990722656,37.00600051879883,39.39600372314453,32.0160026550293,35.230003356933594,27.23200035095215,29.07200050354004,23.202001571655273,25.416000366210938,42.880001068115234,38.33400344848633,38.75600051879883,32.9900016784668,31.274002075195312,26.184001922607422,28.180002212524414,21.6200008392334,19.010000228881836,12.348000526428223,17.57000160217285,9.473999977111816,11.080000877380371,2.946000099182129,10.244000434875488,2.1060001850128174,7.964000225067139,0.8540000319480896,7.3520002365112305,0.6980000138282776,45.41800308227539,36.07200241088867,48.07400131225586,31.080001831054688,47.85000228881836,27.66200065612793,45.68000030517578,23.168001174926758,25.362001419067383,16.032001495361328,34.30800247192383,12.644001007080078,14.022000312805176,9.50200080871582,17.282001495361328,7.304000377655029,11.084000587463379,5.816000461578369,9.218000411987305,4.460000038146973,41.802001953125,48.96200180053711,38.2920036315918,45.25800323486328,35.052001953125,30.860000610351562,31.998001098632812,28.9580020904541,49.50200271606445,46.202003479003906,46.560001373291016,41.35000228881836,30.25400161743164,37.880001068115234,27.46200180053711,33.84800338745117,18.43600082397461,21.23200035095215,16.742000579833984,34.772003173828125,30.51000213623047,25.856000900268555,22.222000122070312,17.558000564575195,14.140000343322754,14.856000900268555,11.792000770568848,6.76800012588501,5.2900004386901855,39.88200378417969,37.16800308227539,21.790000915527344,20.29400062561035,12.702000617980957,11.532000541687012,11.336000442504883,10.462000846862793,7.706000328063965,6.994000434875488,50.124000549316406,41.70600128173828,33.842002868652344,18.884000778198242,26.13800048828125,20.80000114440918,14.682001113891602,12.542000770568848,8.390000343322754,5.350000381469727,3.5420000553131104,35.902000427246094,33.02799987792969,21.332000732421875,18.16400146484375,8.22800064086914,6.392000198364258,2.2200000286102295,1.9500000476837158,0.46800002455711365,0.5440000295639038,34.79199981689453,24.25800132751465,11.592000961303711,8.394000053405762,6.112000465393066,26.02800178527832,22.98000144958496,13.246000289916992,10.224000930786133,6.742000102996826,5.410000324249268,1.568000078201294,1.4440001249313354,0.4000000059604645,33.698001861572266,30.516000747680664,18.71000099182129,15.41200065612793,8.038000106811523,6.326000213623047,2.116000175476074,1.874000072479248,0.9340000152587891,0.9280000329017639,26.22800064086914,27.832000732421875,15.606000900268555,12.724000930786133,15.852001190185547,13.922000885009766,9.696000099182129,8.0,6.750000476837158,5.7960004806518555,52.750003814697266,51.47200393676758,38.64800262451172,36.51000213623047,33.22600173950195,24.250001907348633,16.131999969482422,16.968000411987305,11.146000862121582,10.586000442504883,38.25,35.38600158691406,29.52800178527832,26.314001083374023,11.824000358581543,9.76400089263916,6.332000255584717,5.460000038146973,3.2340002059936523,2.7920000553131104,57.23200225830078,31.016000747680664,23.392000198364258,24.838001251220703,19.280000686645508,20.902000427246094,15.908000946044922,17.30000114440918,13.904000282287598,13.962000846862793,28.838001251220703,7.308000564575195,53.94000244140625,26.264001846313477,15.731200885772704,19.016801166534425,35.00920181274414,13.630000370740891,16.133201205730437,33.659602355957034,19.96200113296509,15.943200731277466,16.790800762176513,28.74720153808594,13.377600538730622,21.603600883483885,17.833600521087646,32.210801696777345,24.5316011428833,44.88800163269043,12.699200630187988,14.826400661468506,13.654800605773925,11.01120034456253,18.8916006565094,18.683201217651366,41.30640182495117,27.957201766967774,12.015600323677063,8.104000568389893,17.029600524902342,41.32520179748535,36.10520210266113,22.44160089492798,37.02720146179199,9.596800452470779,30.91240119934082,17.290001106262206,20.42040100097656,25.943200874328614,30.380401802062988,22.536206223108827,24.03749001754655,21.26395894100791,29.087501525878906
alexnet_lpf3,14.189262179971912,56.89400100708008,43.64999771118164,34.41400146484375,1.693333387374878,21.700000762939453,10.538623809814453,49.6844003606853,34.71596032461677,51.48999786376953,58.41999816894531,7.944000244140625,76.6199951171875,77.63999938964844,93.79166666666666,95.74891774891775,45.812807881773395,31.822660098522164,56.544002532958984,0.5200000405311584,55.75800323486328,50.46600341796875,52.316001892089844,45.02400207519531,52.52000427246094,47.40400314331055,48.57200241088867,41.7920036315918,47.24800109863281,45.25200271606445,39.15400314331055,43.2140007019043,37.92400360107422,39.44200134277344,32.53200149536133,35.13800048828125,28.634000778198242,29.23200225830078,23.726001739501953,25.434001922607422,43.40800094604492,38.522003173828125,39.35000228881836,33.84600067138672,31.57000160217285,27.016000747680664,28.608001708984375,22.57000160217285,19.910001754760742,12.946001052856445,18.040000915527344,9.930000305175781,11.88800048828125,2.9120001792907715,10.780000686645508,2.1060001850128174,8.518000602722168,0.9000000357627869,7.63200044631958,0.7200000286102295,45.952003479003906,36.022003173828125,48.35400390625,31.084001541137695,48.57600402832031,27.64200210571289,46.560001373291016,23.43800163269043,23.010000228881836,16.211999893188477,34.15999984741211,12.802000999450684,12.832000732421875,9.550000190734863,17.246000289916992,6.742000102996826,12.944000244140625,5.836000442504883,9.75200080871582,3.756000280380249,42.17000198364258,49.172000885009766,38.570003509521484,45.40400314331055,35.40400314331055,31.4580020904541,32.27799987792969,29.4320011138916,49.204002380371094,46.66200256347656,46.12200164794922,41.73600387573242,30.26000213623047,38.69000244140625,27.57600212097168,34.16800308227539,18.310001373291016,21.040000915527344,16.782001495361328,34.91200256347656,31.23600196838379,26.444002151489258,23.21200180053711,18.192001342773438,15.19800090789795,15.160000801086426,12.460000991821289,6.952000141143799,5.594000339508057,39.37200164794922,37.422000885009766,21.45800018310547,20.46200180053711,12.278000831604004,11.844000816345215,11.01400089263916,10.690000534057617,7.53000020980835,7.100000381469727,50.41400146484375,42.37800216674805,33.7400016784668,18.868000030517578,26.224000930786133,20.57200050354004,14.850000381469727,12.554000854492188,7.908000469207764,5.1620001792907715,2.6700000762939453,37.15400314331055,34.194000244140625,22.272001266479492,19.12200164794922,8.472000122070312,6.9800004959106445,2.3320000171661377,2.254000186920166,0.5980000495910645,0.6420000195503235,34.842002868652344,24.128000259399414,11.60200023651123,8.616000175476074,6.310000419616699,27.32200050354004,24.36800193786621,13.7160005569458,11.098000526428223,6.9200005531311035,5.694000244140625,1.5740001201629639,1.6500000953674316,0.527999997138977,34.90800094604492,31.50400161743164,19.486000061035156,15.976000785827637,8.294000625610352,6.640000343322754,2.2280001640319824,1.9620001316070557,0.984000027179718,0.9540000557899475,27.270000457763672,28.514001846313477,17.00800132751465,13.334000587463379,16.700000762939453,14.452000617980957,10.460000038146973,8.624000549316406,7.1660003662109375,6.078000068664551,52.53400421142578,51.2760009765625,38.86800003051758,36.108001708984375,33.652000427246094,24.09200096130371,16.579999923706055,16.326000213623047,11.330000877380371,9.922000885009766,39.43600082397461,36.21000289916992,30.538002014160156,27.400001525878906,12.032000541687012,9.94800090789795,6.668000221252441,5.5420002937316895,3.302000045776367,2.864000082015991,56.89400100708008,30.96000099182129,23.060001373291016,24.34800148010254,19.112001419067383,20.560001373291016,15.700000762939453,17.136001586914062,13.494000434875488,13.818000793457031,31.50200080871582,7.710000514984131,54.53600311279297,28.930002212524414,15.564400911331177,19.05240116119385,35.06960220336914,14.165600919723511,16.45920103788376,33.92160224914551,20.332001399993896,16.392801141738893,17.54000120162964,28.66280174255371,13.83440055847168,21.364401245117186,18.395200729370117,32.26560173034668,24.48840093612671,44.84000244140625,13.180000364780426,15.720800590515136,14.200400733947754,11.407200586795806,18.806000804901124,18.33040075302124,40.934801483154295,27.54480094909668,12.638400518894196,8.66600056886673,17.099600791931152,41.93600273132324,36.44560241699219,23.058801078796385,37.404401779174805,10.012000346183777,31.214401245117188,17.503600883483887,20.882001209259034,25.652000999450685,30.592801094055176,22.76760116020838,24.2973567949401,21.48558006474846,30.669501662254333
alexnet_lpf5,14.048827914011019,56.5780029296875,43.349998474121094,34.220001220703125,1.6666667461395264,21.860000610351562,10.550414085388184,51.39765554553652,36.24887285843102,51.72999954223633,57.96999740600586,7.850000381469727,76.56999969482422,77.31999969482422,93.65277777777777,95.52380952380952,45.51724137931035,32.95566502463054,56.816001892089844,0.44200003147125244,55.16800308227539,51.082000732421875,51.82400131225586,46.608001708984375,51.87400436401367,48.4160041809082,48.410003662109375,43.75600051879883,46.57400131225586,46.182003021240234,41.34400177001953,43.038002014160156,39.406002044677734,39.156002044677734,34.513999938964844,34.85000228881836,29.59200096130371,29.180002212524414,25.672000885009766,25.25800132751465,42.884002685546875,36.5260009765625,38.94200134277344,32.262001037597656,31.672000885009766,24.558000564575195,28.51000213623047,20.654001235961914,19.716001510620117,11.09000015258789,17.277999877929688,8.516000747680664,11.41200065612793,2.5260000228881836,10.132000923156738,1.8440001010894775,8.182000160217285,0.8180000185966492,7.308000564575195,0.6060000061988831,47.52000045776367,34.95800018310547,48.44400405883789,30.994001388549805,50.63600158691406,27.09800148010254,47.00400161743164,23.860000610351562,26.834001541137695,16.37200164794922,34.89800262451172,13.304000854492188,13.886000633239746,9.296000480651855,17.918001174926758,7.116000175476074,10.618000030517578,5.420000076293945,9.628000259399414,4.026000022888184,41.62200164794922,48.51400375366211,38.36800003051758,44.92400360107422,34.90800094604492,31.066001892089844,31.876001358032227,29.07600212097168,48.70600128173828,46.00800323486328,45.768001556396484,41.41200256347656,29.876001358032227,38.04800033569336,27.310001373291016,34.1140022277832,18.780000686645508,21.266000747680664,17.016000747680664,32.996002197265625,29.450000762939453,24.06800079345703,20.990001678466797,15.93600082397461,13.244000434875488,13.398000717163086,11.068000793457031,5.87600040435791,4.822000026702881,39.80400085449219,37.43400192260742,22.31800079345703,21.106000900268555,13.29800033569336,12.386000633239746,12.24000072479248,11.206000328063965,8.01200008392334,7.560000419616699,50.19600296020508,41.92400360107422,32.788002014160156,19.1200008392334,26.696001052856445,20.554000854492188,15.430000305175781,12.566000938415527,8.554000854492188,4.654000282287598,2.868000030517578,37.85000228881836,34.55000305175781,23.84400177001953,19.948001861572266,9.426000595092773,7.152000427246094,2.558000087738037,2.009999990463257,0.6320000290870667,0.550000011920929,35.17000198364258,24.782001495361328,11.828001022338867,8.730000495910645,6.340000152587891,29.09600067138672,25.45400047302246,15.196001052856445,11.72800064086914,7.932000160217285,5.936000347137451,1.7380000352859497,1.5140000581741333,0.562000036239624,35.98200225830078,32.38199996948242,20.916000366210938,16.91400146484375,9.304000854492188,7.116000175476074,2.4260001182556152,2.0199999809265137,1.1220000982284546,0.9300000667572021,27.410001754760742,28.780000686645508,17.082000732421875,13.972001075744629,16.200000762939453,14.340001106262207,9.69800090789795,8.434000015258789,6.982000350952148,6.02400016784668,52.43600082397461,50.958003997802734,38.5420036315918,36.422000885009766,33.37600326538086,23.516000747680664,16.270000457763672,16.716001510620117,11.130000114440918,10.28600025177002,40.2140007019043,36.71600341796875,31.94000244140625,28.270000457763672,13.510000228881836,10.558000564575195,7.474000453948975,5.732000350952148,3.748000144958496,2.9060001373291016,56.5780029296875,30.216001510620117,22.434001922607422,23.748001098632812,18.39000129699707,19.73400115966797,14.998001098632812,16.428001403808594,12.992000579833984,13.042000770568848,33.48400115966797,7.734000205993652,54.256004333496094,31.37200164794922,15.860000610351562,18.628800773620604,34.77840118408203,14.862000954151153,15.103600347042084,33.72920227050781,18.45480098724365,16.836400985717773,15.91480073928833,29.89880084991455,12.776400625705719,20.633601188659668,19.37720079421997,32.06760101318359,24.15160140991211,44.39040260314941,13.950000739097595,15.474400901794434,14.310000610351562,11.872400331497193,19.094401168823243,19.13440055847168,40.67600212097168,27.57960147857666,12.842001068592072,9.014800310134888,17.37000102996826,42.93560218811035,38.37880096435547,22.773201179504394,36.98040199279785,10.904800391197204,31.578401947021483,17.93840084075928,20.434000968933105,25.078401565551758,30.35080165863037,22.774472896258043,24.290423393249508,21.521411593336808,31.711501836776733
alexnet,13.859781786755967,56.522003173828125,43.43000030517578,33.832000732421875,1.7733334302902222,21.773334503173828,10.719408988952637,49.413886384129846,32.01082055906222,51.07999801635742,57.89999771118164,7.414000511169434,76.1500015258789,76.90999603271484,93.53472222222223,95.44588744588745,45.320197044334975,30.541871921182267,56.608001708984375,0.34200000762939453,55.288002014160156,48.762001037597656,51.724002838134766,43.78600311279297,51.90800094604492,45.07400131225586,48.16400146484375,40.0260009765625,46.5260009765625,42.250003814697266,37.720001220703125,42.7140007019043,34.37600326538086,38.67000198364258,30.690000534057617,34.586002349853516,25.006000518798828,28.41200065612793,22.46000099182129,24.59600067138672,42.118003845214844,37.28000259399414,37.582000732421875,31.78400230407715,30.06800079345703,25.908000946044922,26.802001953125,20.814001083374023,17.829999923706055,12.61400032043457,16.00800132751465,9.178000450134277,10.052000045776367,2.7980000972747803,9.220000267028809,1.7640000581741333,7.270000457763672,0.8060000538825989,6.720000267028809,0.6340000033378601,43.78200149536133,35.20600128173828,45.69400405883789,29.84400177001953,46.34600067138672,27.110000610351562,43.406002044677734,22.262001037597656,19.3700008392334,15.160000801086426,29.060001373291016,11.664000511169434,10.50200080871582,8.90000057220459,14.904000282287598,6.756000518798828,9.116000175476074,5.582000255584717,8.054000854492188,4.184000015258789,41.34400177001953,48.31800079345703,37.768001556396484,44.37000274658203,34.61800003051758,30.14000129699707,31.638002395629883,27.922000885009766,48.94600296020508,45.198001861572266,45.784000396728516,40.22200012207031,29.582000732421875,36.57400131225586,26.762001037597656,32.48400115966797,17.68800163269043,19.46200180053711,15.928000450134277,34.10200119018555,29.76000213623047,25.57000160217285,21.5260009765625,17.174001693725586,14.028000831604004,14.256000518798828,11.428000450134277,6.362000465393066,4.8420000076293945,38.84000015258789,36.17000198364258,20.578001022338867,19.27400016784668,11.612000465393066,10.672000885009766,10.280000686645508,9.692000389099121,6.754000186920166,6.314000129699707,49.64600372314453,41.10200119018555,32.71800231933594,17.338001251220703,25.04400062561035,20.27800178527832,13.74000072479248,11.92400074005127,7.842000484466553,4.904000282287598,3.2820000648498535,34.35200119018555,30.548002243041992,20.562000274658203,15.742000579833984,7.7900004386901855,5.100000381469727,2.1460001468658447,1.4600000381469727,0.5560000538825989,0.37800002098083496,32.77000045776367,22.714000701904297,10.632000923156738,7.854000568389893,5.588000297546387,24.772001266479492,20.762001037597656,12.288000106811523,8.582000732421875,6.284000396728516,4.154000282287598,1.4100000858306885,0.9640000462532043,0.4740000367164612,32.44200134277344,28.226001739501953,17.84400177001953,13.384000778198242,7.716000556945801,5.192000389099121,2.0340001583099365,1.4660000801086426,0.9360000491142273,0.6880000233650208,25.016000747680664,26.77800178527832,14.512001037597656,11.11400032043457,14.938000679016113,12.606000900268555,8.938000679016113,7.398000240325928,5.8560004234313965,4.934000015258789,51.570003509521484,50.50600051879883,38.1140022277832,35.768001556396484,31.6460018157959,23.11600112915039,14.986001014709473,15.732000350952148,10.432000160217285,9.49000072479248,37.12600326538086,33.6140022277832,28.714000701904297,24.852001190185547,11.344000816345215,8.636000633239746,6.2900004386901855,4.680000305175781,3.05400013923645,2.4080002307891846,56.522003173828125,29.380001068115234,21.796001434326172,23.132001876831055,17.996000289916992,19.31599998474121,14.762001037597656,16.108001708984375,13.018000602722168,13.270000457763672,20.046001434326172,6.932000160217285,51.07999801635742,18.279998779296875,14.942000770568848,18.391600704193117,34.4356014251709,13.081200420856476,15.881200802326202,32.467201232910156,19.492801094055174,14.838000917434693,16.31680088043213,25.82320079803467,12.834800779819489,20.24120101928711,17.3056010723114,31.576001167297363,23.894001770019532,44.160801315307616,12.194400775432587,13.852000713348389,12.566000652313232,9.791200602054596,18.202000617980957,17.612800502777098,40.35680160522461,26.922400856018065,10.645600652694702,6.960800421237946,15.911600589752197,39.09360198974609,34.9364013671875,21.467601013183593,35.93840141296387,9.045600378513337,28.223601722717284,16.42440071105957,19.26640090942383,24.81880130767822,29.34960174560547,21.551488152834086,23.102156624529094,20.180169340811275,24.08449959754944
resnet50-smoothing_adversarial_PGD_1step_eps_512_noise_0.50,15.566598249972992,54.6660041809082,41.66999816894531,35.928001403808594,2.3333334922790527,32.42000198364258,15.580970764160156,50.85662759242561,39.04418394950406,50.23999786376953,58.02000045776367,14.422000885009766,74.58999633789062,74.81999969482422,91.44444444444444,94.45887445887445,49.802955665024626,39.26108374384236,59.31200408935547,27.34000015258789,56.15999984741211,55.959999084472656,53.459999084472656,53.939998626708984,51.57999801635742,55.279998779296875,49.52000045776367,53.599998474121094,45.119998931884766,54.68000030517578,53.21999740600586,43.71999740600586,54.15999984741211,36.02000045776367,52.73999786376953,33.91999816894531,53.31999969482422,25.079999923706055,51.21999740600586,23.619998931884766,49.87999725341797,55.91999816894531,46.52000045776367,11.380000114440918,42.55999755859375,3.859999895095825,39.279998779296875,3.4600000381469727,32.79999923706055,0.9599999785423279,30.279998779296875,0.9399999976158142,23.959999084472656,0.4599999785423279,22.399999618530273,0.4599999785423279,18.5,0.41999998688697815,16.579999923706055,0.4599999785423279,55.97999954223633,44.279998779296875,52.53999710083008,40.959999084472656,54.13999938964844,38.39999771118164,52.13999938964844,34.7599983215332,49.7599983215332,27.34000015258789,49.29999923706055,24.719999313354492,46.87999725341797,19.31999969482422,46.7599983215332,17.020000457763672,48.03999710083008,13.399999618530273,44.65999984741211,12.239999771118164,55.959999084472656,46.71999740600586,41.21999740600586,47.21999740600586,37.63999938964844,29.760000228881836,36.599998474121094,30.619998931884766,49.91999816894531,52.69999694824219,48.36000061035156,50.599998474121094,32.71999740600586,50.599998474121094,31.15999984741211,48.39999771118164,20.760000228881836,42.439998626708984,19.619998931884766,56.07999801635742,4.839999675750732,1.5399999618530273,1.6399999856948853,0.5600000023841858,0.5,0.5199999809265137,0.41999998688697815,0.1599999964237213,0.17999999225139618,56.119998931884766,40.52000045776367,29.31999969482422,25.8799991607666,18.3799991607666,16.559999465942383,16.53999900817871,15.739999771118164,11.559999465942383,10.59999942779541,56.02000045776367,48.57999801635742,43.540000915527344,39.55999755859375,36.65999984741211,33.07999801635742,26.899999618530273,25.239999771118164,19.3799991607666,13.779999732971191,10.4399995803833,55.91999816894531,54.03999710083008,55.36000061035156,53.47999954223633,53.52000045776367,51.39999771118164,47.87999725341797,45.07999801635742,29.53999900817871,28.439998626708984,46.15999984741211,40.21999740600586,32.97999954223633,27.0,18.15999984741211,56.0,53.7599983215332,54.57999801635742,52.939998626708984,53.36000061035156,51.31999969482422,46.91999816894531,43.7599983215332,29.85999870300293,55.97999954223633,54.34000015258789,55.2599983215332,53.71999740600586,53.55999755859375,51.55999755859375,45.13999938964844,43.05999755859375,33.779998779296875,32.13999938964844,46.21999740600586,46.31999969482422,33.89999771118164,31.69999885559082,24.3799991607666,24.51999855041504,11.019999504089355,11.5,13.679999351501465,13.579999923706055,56.03999710083008,53.84000015258789,53.13999938964844,50.7599983215332,53.7599983215332,48.0,37.29999923706055,33.459999084472656,28.5,23.15999984741211,56.03999710083008,54.2599983215332,55.439998626708984,53.87999725341797,53.79999923706055,52.0,50.439998626708984,48.779998779296875,43.79999923706055,42.71999740600586,56.05999755859375,42.31999969482422,40.2599983215332,38.05999755859375,33.7599983215332,32.380001068115234,30.579999923706055,29.239999771118164,25.85999870300293,24.459999084472656,54.55400085449219,48.68000030517578,54.590003967285156,54.522003173828125,25.939999389648438,28.54799919128418,39.39999885559082,48.44399909973144,12.323999601602555,43.279998016357425,11.771999591588974,50.327998352050784,1.5159999281167984,50.959998321533206,3.340000021457672,33.291999435424806,51.90399856567383,35.391999053955075,34.33199977874756,42.791999435424806,48.74399871826172,25.839998626708983,25.523999404907226,46.96399841308594,28.39199924468994,26.383999252319335,40.847998809814456,41.84399948120117,46.48799819946289,45.8239990234375,32.90399932861328,54.67999954223633,52.94399795532227,33.539998626708986,44.44399833679199,48.143999099731445,49.07999877929687,21.859999656677246,31.01199951171875,37.30399856567383,45.747998809814455,35.703229905473876,38.07244344552358,34.56694642132834,53.08650207519531
resnet50-randomized_smoothing_noise_1.00,15.987901047855676,53.066001892089844,40.64999771118164,33.624000549316406,2.386666774749756,30.73000144958496,14.480536460876465,49.32371505861136,35.888187556357074,49.189998626708984,56.98999786376953,13.512001037597656,72.37999725341797,73.88999938964844,91.2361111111111,94.62337662337661,47.783251231527096,36.40394088669951,57.07200241088867,30.69999885559082,53.439998626708984,53.439998626708984,51.07999801635742,51.84000015258789,49.52000045776367,52.959999084472656,48.57999801635742,51.619998931884766,43.279998779296875,52.91999816894531,51.439998626708984,42.31999969482422,52.31999969482422,35.07999801635742,50.70000076293945,32.84000015258789,51.37999725341797,24.19999885559082,49.65999984741211,23.219999313354492,48.279998779296875,53.459999084472656,45.68000030517578,11.420000076293945,41.84000015258789,3.6599998474121094,39.13999938964844,3.799999952316284,33.41999816894531,1.1200000047683716,30.5,1.0,24.439998626708984,0.4399999976158142,21.69999885559082,0.4399999976158142,19.299999237060547,0.3199999928474426,16.639999389648438,0.2800000011920929,53.21999740600586,44.29999923706055,50.91999816894531,40.73999786376953,51.2599983215332,38.70000076293945,50.36000061035156,35.39999771118164,47.89999771118164,28.03999900817871,48.89999771118164,25.01999855041504,45.2599983215332,20.139999389648438,45.55999755859375,17.399999618530273,45.87999725341797,13.880000114440918,43.540000915527344,12.019999504089355,53.15999984741211,45.459999084472656,39.68000030517578,45.79999923706055,35.73999786376953,28.01999855041504,34.23999786376953,29.599998474121094,47.89999771118164,50.84000015258789,46.459999084472656,49.02000045776367,31.619998931884766,48.70000076293945,29.979999542236328,47.15999984741211,20.719999313354492,41.47999954223633,20.260000228881836,53.5,4.779999732971191,1.2799999713897705,1.7799999713897705,0.47999998927116394,0.5999999642372131,0.3799999952316284,0.4399999976158142,0.3400000035762787,0.17999999225139618,53.619998931884766,40.099998474121094,28.5,26.68000030517578,19.5,17.260000228881836,17.260000228881836,15.960000038146973,12.199999809265137,10.979999542236328,53.31999969482422,47.91999816894531,43.099998474121094,38.040000915527344,36.47999954223633,33.29999923706055,27.34000015258789,25.479999542236328,19.439998626708984,14.460000038146973,10.579999923706055,53.29999923706055,51.87999725341797,52.86000061035156,51.599998474121094,51.29999923706055,49.89999771118164,46.959999084472656,45.099998474121094,32.540000915527344,31.219999313354492,45.86000061035156,39.959999084472656,32.71999740600586,26.959999084472656,18.440000534057617,53.439998626708984,51.52000045776367,52.31999969482422,51.18000030517578,51.5,49.55999755859375,46.119998931884766,43.439998626708984,32.939998626708984,53.34000015258789,52.34000015258789,53.07999801635742,51.71999740600586,51.779998779296875,50.2599983215332,45.63999938964844,43.55999755859375,36.39999771118164,34.880001068115234,44.79999923706055,45.53999710083008,35.02000045776367,32.57999801635742,24.81999969482422,24.3799991607666,12.75999927520752,11.899999618530273,14.119999885559082,13.960000038146973,53.41999816894531,52.13999938964844,50.959999084472656,49.0,52.41999816894531,47.29999923706055,36.2599983215332,32.89999771118164,27.31999969482422,21.5,53.41999816894531,52.05999755859375,53.07999801635742,51.73999786376953,51.459999084472656,49.939998626708984,49.34000015258789,47.459999084472656,44.5,42.599998474121094,53.459999084472656,41.71999740600586,39.959999084472656,38.02000045776367,34.63999938964844,32.55999755859375,31.3799991607666,29.639999389648438,26.239999771118164,24.84000015258789,53.0780029296875,49.099998474121094,53.09400177001953,53.18000411987305,26.115998649597167,29.011999702453615,37.82799873352051,47.39199981689453,11.799999785423278,41.92399978637695,11.195999991893768,48.7599983215332,1.555999931693077,48.70399780273438,3.3880000054836272,33.35599899291992,50.359999084472655,34.123999404907224,33.931999397277835,41.10399894714355,48.04799880981445,26.30399971008301,25.67199878692627,46.551998901367185,28.351999282836914,26.215999794006347,39.60799903869629,40.567999267578124,45.93999824523926,45.2799991607666,32.78799934387207,52.60399856567383,51.05199966430664,33.45599899291992,42.89999961853027,47.26399917602539,47.85599899291992,22.195999717712404,30.731999588012695,37.135999298095705,44.07599868774414,34.93046083549658,37.185110328594845,33.99052553067082,52.11300182342529
resnet50-smoothing_adversarial_DNN_2steps_eps_512_noise_1.00,15.107486226639299,51.84400177001953,39.71999740600586,32.14800262451172,2.2133333683013916,30.52666664123535,13.242547988891602,46.61857529305681,35.70784490532011,47.93000030517578,55.89999771118164,13.172000885009766,71.52999877929688,72.38999938964844,90.625,94.26839826839827,49.26108374384236,36.600985221674875,56.400001525878906,31.399999618530273,53.119998931884766,53.0,51.02000045776367,51.19999694824219,48.63999938964844,52.23999786376953,47.55999755859375,51.15999984741211,42.279998779296875,51.89999771118164,50.55999755859375,41.20000076293945,51.84000015258789,33.939998626708984,50.47999954223633,31.760000228881836,50.87999725341797,22.8799991607666,48.7599983215332,21.84000015258789,47.41999816894531,53.02000045776367,45.31999969482422,10.260000228881836,41.71999740600586,3.6399998664855957,38.7599983215332,3.4600000381469727,33.36000061035156,1.2799999713897705,30.559999465942383,1.159999966621399,25.3799991607666,0.3799999952316284,22.299999237060547,0.35999998450279236,19.85999870300293,0.3199999928474426,17.19999885559082,0.2800000011920929,53.07999801635742,43.619998931884766,50.099998474121094,40.81999969482422,51.439998626708984,38.39999771118164,49.84000015258789,35.380001068115234,47.15999984741211,28.260000228881836,47.5,25.459999084472656,44.86000061035156,20.5,45.119998931884766,17.979999542236328,45.53999710083008,14.139999389648438,43.599998474121094,12.639999389648438,52.959999084472656,44.53999710083008,38.05999755859375,45.459999084472656,34.099998474121094,28.35999870300293,33.18000030517578,29.03999900817871,47.31999969482422,50.099998474121094,45.57999801635742,48.53999710083008,31.17999839782715,48.439998626708984,29.420000076293945,46.20000076293945,19.579999923706055,41.37999725341797,18.979999542236328,53.03999710083008,4.139999866485596,1.3399999141693115,1.5199999809265137,0.4599999785423279,0.5600000023841858,0.3199999928474426,0.41999998688697815,0.19999998807907104,0.2199999988079071,53.02000045776367,37.15999984741211,26.53999900817871,23.760000228881836,17.31999969482422,14.960000038146973,15.559999465942383,13.380000114440918,10.539999961853027,9.420000076293945,53.15999984741211,46.779998779296875,42.7599983215332,38.47999954223633,37.040000915527344,33.619998931884766,27.53999900817871,25.779998779296875,20.079999923706055,14.539999961853027,11.239999771118164,52.97999954223633,51.2599983215332,52.57999801635742,50.939998626708984,50.599998474121094,48.7599983215332,46.20000076293945,44.20000076293945,33.939998626708984,32.119998931884766,44.79999923706055,39.959999084472656,33.540000915527344,27.5,18.459999084472656,52.97999954223633,51.15999984741211,51.97999954223633,50.34000015258789,50.47999954223633,48.71999740600586,45.099998474121094,43.18000030517578,33.880001068115234,53.15999984741211,51.52000045776367,52.47999954223633,51.279998779296875,51.13999938964844,49.15999984741211,45.73999786376953,44.31999969482422,36.939998626708984,35.939998626708984,43.73999786376953,43.65999984741211,32.84000015258789,30.03999900817871,22.559999465942383,22.279998779296875,10.219999313354492,10.899999618530273,12.239999771118164,12.460000038146973,52.84000015258789,51.55999755859375,50.87999725341797,48.31999969482422,51.73999786376953,46.779998779296875,35.63999938964844,32.540000915527344,27.420000076293945,22.35999870300293,53.19999694824219,51.69999694824219,52.79999923706055,51.2599983215332,51.07999801635742,49.34000015258789,48.68000030517578,46.939998626708984,44.47999954223633,42.55999755859375,53.13999938964844,41.70000076293945,39.63999938964844,38.279998779296875,33.619998931884766,32.84000015258789,30.599998474121094,29.639999389648438,26.31999969482422,24.739999771118164,51.8900032043457,48.13999938964844,51.87800216674805,51.880001068115234,26.455999755859374,28.983999252319336,37.02799911499024,47.25999908447265,11.728000056743621,41.543999099731444,11.071999394893647,48.359998321533205,1.3719999670982361,48.41599884033203,3.1040000438690187,33.43999977111817,50.04799880981445,33.043999099731444,33.971999168395996,40.17199897766113,47.891999053955075,24.319999313354494,23.867999458312987,46.443999481201175,28.53599967956543,24.595999717712402,38.67599983215332,40.31199913024902,45.45599899291992,44.95999946594238,32.85199966430664,51.971998596191405,50.43199844360352,33.54799880981445,42.56399803161621,46.88399963378906,47.231999206542966,19.736000061035156,30.827999114990234,36.66399917602539,43.70399894714355,34.430666053295134,36.712443554401396,33.50799939946124,50.947001457214355
resnet101_9_epochs,14.686183428756616,50.544002532958984,38.869998931884766,32.76000213623047,1.8666666746139526,20.393333435058594,8.946924209594727,46.79891794409377,29.125338142470696,46.349998474121094,53.619998931884766,7.02400016784668,71.3499984741211,73.33000183105469,92.42361111111111,94.66666666666667,50.689655172413794,32.31527093596059,52.336002349853516,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet101_8_epochs,13.767959382089229,48.64800262451172,37.75,30.266000747680664,1.6666667461395264,19.280000686645508,8.035135269165039,47.430117222723176,28.40396753832281,44.64999771118164,51.5099983215332,6.318000316619873,69.87999725341797,71.18000030517578,91.6875,94.20779220779221,49.802955665024626,32.16748768472906,50.52800369262695,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_linf_eps8_robust,14.308091174246515,47.906002044677734,37.43000030517578,32.980003356933594,1.8933334350585938,34.2400016784668,16.840576171875,46.077547339945895,35.43733092876465,44.38999938964844,51.94999694824219,13.79800033569336,69.75,69.23999786376953,89.0625,92.60606060606061,48.177339901477836,36.30541871921182,54.000003814697266,1.6180000305175781,47.788002014160156,46.18600082397461,45.38600158691406,44.20600128173828,45.14800262451172,45.93800354003906,42.582000732421875,43.772003173828125,40.48200225830078,45.60400390625,43.470001220703125,37.552001953125,44.902000427246094,33.3120002746582,42.552001953125,30.172000885009766,43.8120002746582,24.522001266479492,41.41200256347656,21.61800193786621,40.730003356933594,12.884000778198242,36.492000579833984,10.068000793457031,33.71200180053711,3.494000196456909,29.490001678466797,2.6720001697540283,24.494001388549805,0.7620000243186951,20.832000732421875,0.6980000138282776,16.216001510620117,0.5200000405311584,13.532000541687012,0.5120000243186951,12.02400016784668,0.5040000081062317,9.952000617980957,0.5060000419616699,43.78200149536133,32.7400016784668,43.30800247192383,29.128002166748047,45.78200149536133,26.080001831054688,42.672000885009766,23.20800018310547,41.02000045776367,16.650001525878906,40.46000289916992,14.762001037597656,37.96800231933594,11.330000877380371,37.25400161743164,9.90000057220459,38.454002380371094,7.600000381469727,34.810001373291016,6.642000198364258,36.97800064086914,40.540000915527344,34.29199981689453,38.91400146484375,33.038002014160156,26.556001663208008,30.488000869750977,25.262001037597656,44.612003326416016,44.48200225830078,42.20600128173828,41.4640007019043,34.16400146484375,42.94200134277344,31.354001998901367,39.70800018310547,24.41200065612793,36.43600082397461,22.09600067138672,7.874000549316406,6.4160003662109375,2.704000234603882,2.122000217437744,0.7500000596046448,0.7040000557899475,0.7740000486373901,0.5980000495910645,0.2880000174045563,0.25,39.32400131225586,35.45800018310547,24.746000289916992,20.668001174926758,14.946001052856445,12.222000122070312,13.61400032043457,11.008000373840332,8.760000228881836,7.342000484466553,44.034000396728516,37.582000732421875,31.634000778198242,32.86800003051758,25.00800132751465,21.488000869750977,16.47800064086914,14.974000930786133,11.176000595092773,7.828000545501709,5.710000038146973,38.36000061035156,44.332000732421875,24.34200096130371,37.9900016784668,8.910000801086426,24.8700008392334,1.7340000867843628,11.472000122070312,0.30000001192092896,2.640000104904175,35.59600067138672,29.2080020904541,22.61600112915039,17.48400115966797,10.838000297546387,13.528000831604004,36.39400100708008,5.444000244140625,25.498001098632812,2.7280001640319824,17.57000160217285,0.6440000534057617,6.13800048828125,0.27000001072883606,35.18000030517578,43.05800247192383,19.68400001525879,34.59600067138672,8.038000106811523,22.782001495361328,1.5040000677108765,8.92400074005127,0.5940000414848328,3.998000144958496,36.06800079345703,37.11000061035156,26.79400062561035,25.104001998901367,23.84400177001953,21.968000411987305,14.516000747680664,12.476000785827637,13.180000305175781,11.52400016784668,46.59600067138672,45.02400207519531,42.50600051879883,40.772003173828125,42.6140022277832,38.10000228881836,22.48000144958496,22.108001708984375,18.530000686645508,16.272001266479492,38.034000396728516,43.96200180053711,29.38800048828125,40.34800338745117,11.294000625610352,25.600000381469727,6.170000076293945,17.476001739501953,3.0160000324249268,10.506000518798828,35.902000427246094,32.310001373291016,31.474000930786133,28.066001892089844,25.98200035095215,23.280000686645508,22.988000869750977,20.68600082397461,19.018001556396484,16.808000564575195,48.15999984741211,45.86000061035156,48.2599983215332,45.599998474121094,16.728000831604003,18.880001258850097,34.6408016204834,14.729200494289397,3.632800209522247,35.64320068359375,2.4780001819133757,27.578401565551758,2.018000137805939,41.40120162963867,2.8912002086639403,24.230001068115236,17.5804003238678,32.08720092773437,23.991600704193115,38.25040168762207,13.000000107288361,22.88040084838867,21.63640079498291,22.67160110473633,19.190800666809082,20.27800064086914,35.462001419067384,32.45520210266113,24.260800695419313,17.443600845336913,23.148401069641114,45.2884017944336,43.082402038574216,25.43520164489746,38.19120140075684,4.522800260782242,39.700801849365234,17.339600467681883,22.059600830078125,27.072800827026366,34.54520111083984,23.92829845501827,23.71102315253681,24.190906279338034,46.96999931335449
resnet101_7_epochs,11.893702063303447,44.836002349853516,34.369998931884766,26.55000114440918,2.066666603088379,17.979999542236328,7.512429237365723,44.00360685302074,27.141568981064022,41.61000061035156,47.91999816894531,5.464000225067139,65.80999755859375,68.08999633789062,90.11111111111111,93.05627705627705,48.76847290640394,31.330049261083744,47.24800109863281,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50-smoothing_adversarial_PGD_1step_eps_512_noise_1.00,11.855892837852435,44.26400375366211,33.22999954223633,26.630001068115234,2.066666603088379,27.073333740234375,11.532944679260254,42.38052299368801,32.46167718665464,40.209999084472656,47.619998931884766,10.542000770568848,63.959999084472656,64.91999816894531,85.77083333333333,90.96103896103897,44.13793103448276,34.13793103448276,50.384002685546875,29.479999542236328,44.70000076293945,44.73999786376953,44.099998474121094,44.31999969482422,40.52000045776367,44.37999725341797,39.439998626708984,44.13999938964844,33.939998626708984,43.84000015258789,43.97999954223633,32.55999755859375,43.52000045776367,25.15999984741211,43.959999084472656,24.279998779296875,42.57999801635742,16.520000457763672,42.459999084472656,15.479999542236328,41.0,44.57999801635742,40.23999786376953,5.859999656677246,37.36000061035156,2.119999885559082,35.2599983215332,2.0999999046325684,30.65999984741211,0.85999995470047,28.779998779296875,0.8999999761581421,24.119998931884766,0.5799999833106995,21.85999870300293,0.5600000023841858,19.899999618530273,0.5600000023841858,17.940000534057617,0.5600000023841858,44.52000045776367,39.2599983215332,43.29999923706055,37.279998779296875,43.52000045776367,35.599998474121094,43.119998931884766,33.41999816894531,41.02000045776367,28.239999771118164,41.63999938964844,25.51999855041504,39.47999954223633,21.239999771118164,39.939998626708984,19.239999771118164,39.91999816894531,16.100000381469727,38.71999740600586,14.219999313354492,44.599998474121094,37.63999938964844,31.599998474121094,38.29999923706055,28.19999885559082,23.34000015258789,27.639999389648438,25.219999313354492,39.29999923706055,42.439998626708984,38.619998931884766,41.84000015258789,22.959999084472656,41.65999984741211,22.559999465942383,40.599998474121094,13.880000114440918,37.599998474121094,13.679999351501465,44.939998626708984,2.419999837875366,0.6599999666213989,0.8999999761581421,0.2800000011920929,0.35999998450279236,0.23999999463558197,0.23999999463558197,0.09999999403953552,0.09999999403953552,44.70000076293945,29.19999885559082,18.5,15.9399995803833,12.199999809265137,9.979999542236328,10.260000228881836,9.199999809265137,6.920000076293945,6.21999979019165,44.619998931884766,41.55999755859375,38.97999954223633,35.70000076293945,34.619998931884766,32.279998779296875,27.439998626708984,25.959999084472656,20.8799991607666,16.520000457763672,12.880000114440918,44.55999755859375,44.279998779296875,43.55999755859375,43.52000045776367,42.439998626708984,41.599998474121094,39.37999725341797,38.37999725341797,32.380001068115234,30.099998474121094,40.34000015258789,36.52000045776367,31.5,26.760000228881836,19.779998779296875,44.79999923706055,43.89999771118164,43.41999816894531,42.959999084472656,42.65999984741211,41.5,39.31999969482422,37.0,32.05999755859375,44.55999755859375,44.02000045776367,44.040000915527344,43.57999801635742,43.05999755859375,42.099998474121094,40.540000915527344,38.52000045776367,36.2599983215332,34.05999755859375,36.89999771118164,37.21999740600586,27.35999870300293,25.920000076293945,19.639999389648438,20.3799991607666,9.079999923706055,9.119999885559082,9.639999389648438,9.59999942779541,44.63999938964844,44.47999954223633,43.63999938964844,42.73999786376953,44.23999786376953,42.2599983215332,34.13999938964844,29.779998779296875,26.15999984741211,20.939998626708984,44.65999984741211,44.099998474121094,44.02000045776367,43.779998779296875,42.89999771118164,41.71999740600586,41.63999938964844,40.29999923706055,38.619998931884766,37.18000030517578,44.63999938964844,37.73999786376953,35.63999938964844,34.5,31.31999969482422,30.0,28.939998626708984,27.239999771118164,25.399999618530273,24.0,44.29800033569336,41.36000061035156,44.32200241088867,44.25800323486328,25.935998916625977,28.08799934387207,29.787999153137207,40.46399841308594,9.739999568462371,36.33199958801269,9.243999716639518,41.41599884033203,0.8039999574422836,41.69199981689453,1.9959999084472657,30.695999526977538,42.36799926757813,26.819999122619627,31.671999359130858,32.168000030517575,41.69199905395508,20.5239990234375,20.44799919128418,40.45599899291992,27.475998878479004,18.516000175476073,31.171998596191408,36.039998626708986,39.57599868774414,38.96799926757812,30.979999923706053,43.811998748779295,43.77199935913086,30.607999801635742,36.5359992980957,40.45199890136719,41.343998718261716,14.107999515533447,28.815998840332032,33.18799934387207,38.56399917602539,29.831896781768553,31.617554899553454,29.32399918201722,43.55950164794922
resnet101_6_epochs,11.283353138165712,40.5780029296875,30.56999969482422,21.238000869750977,1.8666666746139526,16.433334350585938,6.062213897705078,39.404869251578,23.895401262398558,36.20000076293945,43.20000076293945,4.2260003089904785,61.53999710083008,63.0099983215332,88.125,91.93939393939394,46.995073891625616,28.52216748768473,44.0160026550293,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet101_5_epochs,8.831154801771632,35.702003479003906,27.279998779296875,19.608001708984375,1.6533334255218506,14.283333778381348,5.0010809898376465,36.78990081154193,22.813345356176736,32.779998779296875,38.279998779296875,3.328000068664551,57.46999740600586,57.849998474121094,86.30555555555556,90.86580086580086,42.512315270935964,27.192118226600986,38.496002197265625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_with_defocus_blur_aws,10.69460948471427,31.900001525878906,24.56999969482422,12.916000366210938,1.7733334302902222,13.5600004196167,3.480123519897461,41.47880973850316,24.887285843101896,29.76999855041504,35.95000076293945,4.898000240325928,53.81999969482422,53.03999710083008,74.45833333333334,78.91774891774892,49.60591133004926,28.768472906403943,40.944000244140625,0.20600001513957977,31.900001525878906,31.900001525878906,34.336002349853516,31.1820011138916,28.3960018157959,26.70400047302246,31.6460018157959,28.578001022338867,25.34400177001953,25.284000396728516,26.352001190185547,28.136001586914062,21.056001663208008,21.398000717163086,20.190000534057617,23.47800064086914,15.714000701904297,16.802000045776367,13.984000205993652,18.09600067138672,38.84000015258789,31.900001525878906,39.108001708984375,17.81599998474121,33.018001556396484,11.172000885009766,30.650001525878906,11.85200023651123,21.492000579833984,5.914000511169434,19.34800148010254,5.740000247955322,11.950000762939453,2.25,10.808000564575195,1.6780000925064087,7.9760003089904785,1.096000075340271,7.188000202178955,0.7160000205039978,31.900001525878906,43.8900032043457,38.314002990722656,42.25200271606445,37.0260009765625,42.768001556396484,39.108001708984375,40.20000076293945,37.7920036315918,41.802001953125,36.5880012512207,36.75400161743164,32.53000259399414,41.50800323486328,32.566001892089844,32.810001373291016,33.720001220703125,39.64200210571289,32.23800277709961,22.05000114440918,31.900001525878906,32.555999755859375,23.00400161743164,37.2140007019043,13.950000762939453,19.168001174926758,16.29400062561035,22.30000114440918,28.814001083374023,34.25600051879883,31.2760009765625,36.94600296020508,18.97800064086914,30.13800048828125,19.578001022338867,32.2760009765625,13.554000854492188,17.060001373291016,13.954000473022461,31.900001525878906,17.654001235961914,12.350000381469727,13.746000289916992,9.790000915527344,10.404000282287598,8.329999923706055,9.050000190734863,4.1080002784729,4.754000186920166,31.900001525878906,19.176000595092773,8.076000213623047,9.844000816345215,4.703999996185303,5.924000263214111,4.196000099182129,5.316000461578369,2.9620001316070557,3.7060000896453857,31.900001525878906,43.272003173828125,43.3120002746582,18.740001678466797,40.156002044677734,37.18400192260742,33.14200210571289,28.57600212097168,23.920001983642578,19.176000595092773,7.7900004386901855,31.900001525878906,13.730000495910645,8.320000648498535,7.360000133514404,3.248000144958496,2.8320000171661377,0.9240000247955322,0.7940000295639038,0.23400001227855682,0.18000000715255737,40.380001068115234,34.320003509521484,18.176000595092773,13.004000663757324,8.292000770568848,31.900001525878906,10.300000190734863,5.402000427246094,4.664000034332275,2.8960001468658447,2.31600022315979,0.7420000433921814,0.5800000429153442,0.2460000067949295,31.900001525878906,13.37600040435791,7.90000057220459,7.11400032043457,3.684000253677368,3.2680001258850098,1.0940001010894775,0.940000057220459,0.5040000081062317,0.45000001788139343,12.248000144958496,17.50800132751465,6.466000080108643,7.504000186920166,7.002000331878662,8.8100004196167,3.7980000972747803,4.850000381469727,2.760000228881836,3.188000202178955,31.900001525878906,32.45000076293945,18.744001388549805,21.658000946044922,16.57200050354004,17.118000030517578,4.618000030517578,7.014000415802002,3.140000104904175,4.422000408172607,31.900001525878906,16.834001541137695,12.868000984191895,12.492000579833984,5.582000255584717,5.168000221252441,3.4040000438690186,3.056000232696533,1.8200000524520874,1.6220000982284546,31.900001525878906,35.63800048828125,29.016000747680664,29.878002166748047,24.718000411987305,25.522001266479492,20.564001083374023,21.54400062561035,17.02400016784668,16.350000381469727,6.772000312805176,4.850000381469727,19.4060001373291,6.130000114440918,34.81320152282715,41.92200241088867,21.439200973510744,8.925200471282006,10.466400599479675,29.49520149230957,13.295600605010986,7.834400534629822,11.121600437164307,34.59360198974609,7.560400116443634,25.786400985717773,11.114800572395325,20.821200942993165,32.0296012878418,24.76800117492676,9.016400492191314,6.454800176620483,8.37200050354004,5.029600185155869,29.6560019493103,10.367600393295287,27.138401412963866,16.53240051269531,4.97920013666153,3.6132001012563704,22.834401321411132,24.13160095214844,24.057200813293456,22.655200672149657,26.635600662231447,8.23720043003559,35.76280212402344,8.79320044517517,21.420401096343994,24.644400787353515,14.994800710678101,18.18274955390356,19.20511196454366,18.190590349153467,9.28950023651123
resnet101_4_epochs,6.443772280436426,28.134000778198242,21.020000457763672,13.008000373840332,1.600000023841858,11.023333549499512,3.1696438789367676,33.543733092876465,19.74752028854824,25.599998474121094,29.78999900817871,1.874000072479248,48.65999984741211,48.23999786376953,80.54861111111111,86.8138528138528,46.89655172413793,30.443349753694584,32.14400100708008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_96_epochs,4.63973209463109,23.59800148010254,17.299999237060547,9.15000057220459,1.5600000619888306,9.066666603088379,2.4032700061798096,31.830477908025244,20.73940486925158,20.549999237060547,24.69999885559082,1.4940000772476196,41.43000030517578,42.45000076293945,76.73611111111111,84.24242424242424,33.94088669950739,20.88669950738916,25.632001876831055,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_99_epochs,4.780166360591984,23.57200050354004,17.68000030517578,9.28600025177002,1.4666666984558105,8.970000267028809,2.3855843544006348,32.19116321009919,21.190261496844006,20.779998779296875,25.0,1.496000051498413,41.38999938964844,42.5,77.0625,84.3896103896104,33.497536945812804,21.576354679802957,25.808000564575195,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_98_epochs,4.747758453062547,23.500001907348633,17.420000076293945,9.178000450134277,1.3600000143051147,8.936666488647461,2.365933895111084,31.74030658250676,20.91974752028855,20.6299991607666,24.829999923706055,1.4900001287460327,41.18000030517578,42.31999969482422,77.0,84.4069264069264,33.399014778325125,21.03448275862069,25.66400146484375,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_93_epochs,4.796370314356703,23.48600196838379,17.350000381469727,9.052000045776367,1.3600000143051147,9.133333206176758,2.481872320175171,30.928764652840396,20.73940486925158,20.44999885559082,24.65999984741211,1.468000054359436,41.31999969482422,41.96999740600586,77.02777777777777,84.4935064935065,34.33497536945813,21.133004926108374,26.080001831054688,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_95_epochs,4.704547909689964,23.466001510620117,17.479999542236328,8.947999954223633,1.4533333778381348,8.813333511352539,2.348248243331909,32.91253381424707,21.37060414788097,20.689998626708984,24.799999237060547,1.502000093460083,41.2599983215332,42.12999725341797,76.57638888888889,84.11255411255412,33.497536945812804,20.64039408866995,25.472002029418945,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_97_epochs,4.769363724748839,23.426000595092773,17.5,9.128000259399414,1.4266667366027832,8.780000686645508,2.3816542625427246,32.01082055906222,21.28043282236249,20.529998779296875,24.729999542236328,1.4980000257492065,41.11000061035156,42.279998779296875,77.09722222222221,84.4935064935065,33.59605911330049,20.83743842364532,25.71200180053711,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_92_epochs,4.7639624068272655,23.358001708984375,17.369998931884766,8.992000579833984,1.3066667318344116,8.986666679382324,2.338423013687134,31.199278629395856,20.28854824165915,20.59000015258789,24.739999771118164,1.4860000610351562,40.91999816894531,42.21999740600586,76.92361111111111,84.25974025974025,33.8423645320197,21.2807881773399,25.744001388549805,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_90_epochs,4.7369558172194015,23.302001953125,17.029998779296875,9.176000595092773,1.346666693687439,9.176667213439941,2.4956278800964355,31.379621280432822,21.37060414788097,20.049999237060547,24.439998626708984,1.4920001029968262,41.15999984741211,42.12999725341797,76.77083333333333,84.2943722943723,32.46305418719212,20.541871921182267,25.792001724243164,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_94_epochs,4.8665874473371495,23.268001556396484,17.10999870300293,9.178000450134277,1.346666693687439,8.989999771118164,2.4032700061798096,32.1009918845807,20.559062218214606,20.35999870300293,24.369998931884766,1.5120000839233398,41.0,42.16999816894531,76.9375,84.48484848484848,33.59605911330049,20.985221674876847,25.360000610351562,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_91_epochs,4.7639624068272655,23.23200035095215,17.270000457763672,8.84000015258789,1.3066667318344116,8.923333168029785,2.326632499694824,31.830477908025244,20.73940486925158,20.479999542236328,24.60999870300293,1.5500000715255737,41.02000045776367,41.91999816894531,76.33333333333333,83.78354978354979,33.69458128078818,21.527093596059114,25.76000213623047,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_87_epochs,4.5965215512585065,23.18800163269043,16.899999618530273,8.848000526428223,1.4800000190734863,8.773333549499512,2.348248243331909,31.28944995491434,21.009918845807032,20.239999771118164,24.779998779296875,1.5240000486373901,40.70000076293945,41.959999084472656,76.47916666666667,83.97402597402598,33.05418719211823,20.88669950738916,25.328001022338867,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_89_epochs,4.661337366317381,23.124000549316406,17.170000076293945,8.738000869750977,1.5466667413711548,8.99333381652832,2.43471097946167,32.1009918845807,21.37060414788097,20.34000015258789,24.619998931884766,1.474000096321106,40.7599983215332,41.66999816894531,76.13888888888889,83.62770562770562,33.743842364532014,20.788177339901477,25.600000381469727,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_88_epochs,4.672140002160527,23.036001205444336,17.369998931884766,8.838000297546387,1.2799999713897705,8.883333206176758,2.3285975456237793,31.109107303877366,21.37060414788097,20.559999465942383,24.25,1.4940000772476196,40.38999938964844,41.5099983215332,76.91666666666667,84.25108225108225,33.645320197044335,21.03448275862069,24.928001403808594,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_86_epochs,4.63973209463109,22.98200035095215,17.059999465942383,8.504000663757324,1.3866666555404663,8.553333282470703,2.3285975456237793,31.199278629395856,21.28043282236249,20.0,24.34000015258789,1.4420000314712524,40.619998931884766,41.75,76.59722222222223,84.06926406926407,33.20197044334975,20.44334975369458,25.07200050354004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_85_epochs,4.834179539807713,22.814001083374023,16.940000534057617,8.065999984741211,1.440000057220459,7.910000324249268,2.130126476287842,30.568079350766457,19.657348963029754,20.10999870300293,24.119998931884766,1.4580000638961792,40.15999984741211,41.369998931884766,76.00694444444444,83.21212121212122,34.13793103448276,21.822660098522167,24.944000244140625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_83_epochs,4.839580857729286,22.716001510620117,16.770000457763672,8.90000057220459,1.4800000190734863,8.433333396911621,2.179252862930298,30.47790802524797,19.74752028854824,20.1299991607666,24.1299991607666,1.3960000276565552,40.599998474121094,41.41999816894531,76.22222222222223,83.94805194805195,33.89162561576355,22.11822660098522,25.376001358032227,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_81_epochs,4.7369558172194015,22.624000549316406,16.510000228881836,8.270000457763672,1.440000057220459,8.473333358764648,2.3069820404052734,29.666366095581605,20.018034265103697,19.94999885559082,23.889999389648438,1.3600000143051147,40.459999084472656,41.12999725341797,75.63194444444444,83.27272727272728,33.34975369458128,20.935960591133004,25.136001586914062,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_84_epochs,4.553311007885924,22.556001663208008,16.459999084472656,8.34000015258789,1.346666693687439,8.610000610351562,2.3502132892608643,30.207394048692514,21.37060414788097,19.709999084472656,23.559999465942383,1.346000075340271,39.98999786376953,41.20000076293945,75.9513888888889,83.5930735930736,31.92118226600985,21.2807881773399,24.944000244140625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_82_epochs,4.82877822188614,22.32200050354004,16.520000457763672,8.190000534057617,1.2400000095367432,8.510000228881836,2.1969385147094727,30.748422001803426,21.37060414788097,19.69999885559082,23.459999084472656,1.3260000944137573,39.75,40.84000015258789,75.89583333333333,83.68831168831169,31.67487684729064,20.492610837438423,24.68800163269043,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_80_epochs,4.720751863454683,22.1820011138916,16.489999771118164,8.756000518798828,1.2266666889190674,8.233333587646484,2.2598204612731934,29.39585211902615,20.468890892696123,19.729999542236328,23.709999084472656,1.3320000171661377,39.82999801635742,41.12999725341797,76.52083333333334,83.44588744588745,35.8128078817734,21.921182266009854,24.336000442504883,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_78_epochs,4.893594036945014,21.934001922607422,16.399999618530273,8.144000053405762,1.3200000524520874,8.616666793823242,2.4032700061798096,29.666366095581605,20.91974752028855,19.299999237060547,23.28999900817871,1.4140000343322754,39.439998626708984,40.32999801635742,74.74305555555556,82.45021645021644,32.66009852216749,21.527093596059114,25.088001251220703,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_76_epochs,4.358863562709301,21.898000717163086,15.6899995803833,8.236000061035156,1.346666693687439,8.443333625793457,2.346283197402954,31.920649233543735,21.37060414788097,18.939998626708984,22.65999984741211,1.4260001182556152,39.34000015258789,40.63999938964844,75.74305555555556,83.35930735930735,31.87192118226601,20.098522167487683,24.880001068115234,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_79_epochs,4.6991465917683914,21.860000610351562,16.18000030517578,8.200000762939453,1.3733333349227905,8.170000076293945,2.2165892124176025,29.846708746618578,19.74752028854824,18.8799991607666,22.639999389648438,1.2960000038146973,39.27000045776367,39.93000030517578,75.47916666666666,82.96103896103895,32.9064039408867,20.738916256157637,24.448001861572266,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_77_epochs,4.380468834395593,21.36600112915039,15.59999942779541,8.24000072479248,1.5600000619888306,8.506667137145996,2.483837366104126,28.85482416591524,19.296663660955815,18.779998779296875,22.799999237060547,1.246000051498413,38.56999969482422,39.66999816894531,72.52083333333333,80.57142857142857,33.8423645320197,21.970443349753694,23.440000534057617,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_75_epochs,4.666738684238955,21.34600067138672,16.09000015258789,7.830000400543213,1.4133334159851074,8.103333473205566,2.3777241706848145,31.01893597835888,21.009918845807032,18.93000030517578,22.40999984741211,1.2380000352859497,38.689998626708984,40.02000045776367,74.31944444444444,82.20779220779221,32.80788177339902,20.738916256157637,24.59200096130371,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_74_epochs,4.429080695689748,21.218000411987305,15.619999885559082,7.7300004959106445,1.2799999713897705,8.25333309173584,2.183183193206787,31.65013525698828,21.8214607754734,18.959999084472656,22.60999870300293,1.28000009059906,38.14999771118164,39.34000015258789,75.53472222222221,83.86147186147186,33.34975369458128,21.133004926108374,24.064001083374023,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_71_epochs,4.4020741060818835,21.038000106811523,15.269999504089355,7.6660003662109375,1.2000000476837158,8.49333381652832,2.2814362049102783,30.47790802524797,19.56717763751127,18.69999885559082,22.18000030517578,1.2960000038146973,38.040000915527344,39.04999923706055,74.27083333333333,82.24242424242424,31.773399014778324,19.014778325123153,23.744001388549805,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_72_epochs,4.180620071297397,20.942001342773438,15.25999927520752,7.898000240325928,1.5600000619888306,8.846667289733887,2.413095235824585,29.57619477006312,20.468890892696123,18.529998779296875,21.979999542236328,1.3060001134872437,38.529998779296875,39.48999786376953,75.06944444444444,83.6017316017316,29.901477832512313,19.064039408866996,24.400001525878906,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_73_epochs,4.11040293831695,20.608001708984375,15.359999656677246,7.27400016784668,1.3333333730697632,8.529999732971191,2.2205193042755127,29.666366095581605,18.935978358881876,18.479999542236328,21.529998779296875,1.1260000467300415,37.84000015258789,38.66999816894531,73.24305555555556,81.46320346320346,32.364532019704434,20.591133004926107,23.45600128173828,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_67_epochs,4.223830614669979,20.222000122070312,14.569999694824219,7.13200044631958,1.440000057220459,8.386667251586914,2.2853662967681885,30.207394048692514,21.009918845807032,17.510000228881836,20.81999969482422,1.1880000829696655,37.20000076293945,38.07999801635742,73.80555555555556,81.80952380952381,31.576354679802954,20.246305418719214,23.472002029418945,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_70_epochs,4.0671923949443665,20.152000427246094,15.339999198913574,7.460000514984131,1.3600000143051147,7.953333377838135,2.1989035606384277,31.46979260595131,21.190261496844006,17.8799991607666,22.119998931884766,1.1920000314712524,37.40999984741211,38.189998626708984,73.80555555555556,82.21645021645023,32.118226600985224,20.04926108374384,22.48000144958496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_66_epochs,4.11040293831695,19.79800033569336,14.50999927520752,7.440000534057617,1.4666666984558105,7.816667079925537,1.9552359580993652,29.486023444544635,18.935978358881876,17.60999870300293,21.119998931884766,1.1120001077651978,36.39999771118164,37.65999984741211,74.20833333333333,82.27705627705629,30.640394088669954,19.753694581280786,22.224000930786133,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_64_epochs,4.191422707140542,19.452001571655273,14.109999656677246,7.084000110626221,1.3333333730697632,8.130000114440918,1.8668081760406494,30.47790802524797,21.911632100991884,16.8799991607666,20.53999900817871,1.3000000715255737,36.130001068115234,37.73999786376953,73.875,81.87012987012987,33.497536945812804,22.266009852216747,22.928001403808594,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_69_epochs,3.867343631846171,19.446001052856445,14.1899995803833,6.104000091552734,1.0800000429153442,7.470000267028809,1.9572010040283203,27.051397655545532,18.214607754733994,17.03999900817871,20.219999313354492,1.1740000247955322,36.369998931884766,37.57999801635742,72.64583333333333,81.44588744588745,30.985221674876843,19.60591133004926,22.816001892089844,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_68_epochs,4.4398833315328945,19.394001007080078,14.130000114440918,6.37000036239624,1.2400000095367432,7.860000133514404,2.067244529724121,29.215509467989182,19.116321009918845,16.959999084472656,20.729999542236328,1.1019999980926514,35.939998626708984,37.31999969482422,71.50694444444444,79.55844155844156,33.497536945812804,22.06896551724138,22.80000114440918,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_62_epochs,4.202225342983688,19.09000015258789,13.65999984741211,6.450000286102295,1.3066667318344116,7.210000038146973,1.8098214864730835,26.149684400360684,18.48512173128945,16.40999984741211,19.719999313354492,1.128000020980835,35.040000915527344,36.14999771118164,73.70833333333333,81.62770562770562,31.231527093596057,21.47783251231527,22.944000244140625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_65_epochs,4.099600302473803,18.858001708984375,13.889999389648438,6.372000217437744,1.2666666507720947,8.346667289733887,2.185148239135742,28.85482416591524,19.296663660955815,16.549999237060547,20.059999465942383,1.1920000314712524,35.439998626708984,36.90999984741211,72.14583333333333,80.51948051948052,27.980295566502463,19.16256157635468,22.400001525878906,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet101_3_epochs,4.547909689964351,18.6460018157959,12.719999313354492,7.12000036239624,1.3066667318344116,7.920000076293945,1.9984673261642456,29.035166816952206,19.296663660955815,16.10999870300293,19.06999969482422,0.9540000557899475,35.099998474121094,35.619998931884766,72.50694444444444,82.0952380952381,36.05911330049261,22.70935960591133,23.440000534057617,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_63_epochs,3.7485146375715677,18.282001495361328,13.519999504089355,5.928000450134277,1.399999976158142,7.396667003631592,1.6270707845687866,28.764652840396753,19.296663660955815,16.35999870300293,19.709999084472656,1.0640000104904175,34.459999084472656,35.70000076293945,69.95138888888889,78.62337662337663,31.428571428571427,20.04926108374384,21.87200164794922,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_61_epochs,3.878146267689316,18.142000198364258,13.4399995803833,6.758000373840332,1.4666666984558105,7.326666831970215,1.764625072479248,29.666366095581605,20.649233543733093,16.09000015258789,19.170000076293945,1.0200001001358032,34.189998626708984,35.2599983215332,70.625,79.17748917748918,36.847290640394085,22.70935960591133,21.168001174926758,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_57_epochs,3.791725180944151,17.920000076293945,12.90999984741211,5.962000370025635,1.3333333730697632,7.1566667556762695,1.764625072479248,27.862939585211905,18.034265103697024,15.529999732971191,18.78999900817871,0.9160000681877136,34.02000045776367,34.779998779296875,71.0,80.07792207792208,30.985221674876843,19.704433497536947,20.448001861572266,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_58_epochs,3.775521227179432,17.744001388549805,13.069999694824219,6.802000522613525,1.3600000143051147,7.340000152587891,2.0809998512268066,26.78088367899008,18.214607754733994,15.630000114440918,18.889999389648438,1.0180000066757202,33.15999984741211,34.11000061035156,72.84722222222221,81.05627705627705,32.758620689655174,21.231527093596057,20.256000518798828,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_59_epochs,3.921356811061899,17.674001693725586,12.6899995803833,5.874000072479248,1.346666693687439,8.09000015258789,2.037768602371216,26.96122633002705,18.665464382326423,15.389999389648438,18.270000457763672,0.9460000395774841,32.93000030517578,34.22999954223633,71.75694444444444,81.11688311688312,26.995073891625616,17.832512315270936,21.056001663208008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_60_epochs,4.537107054121205,17.41200065612793,13.079999923706055,5.920000076293945,1.3200000524520874,7.383333683013916,1.8668081760406494,30.297565374211,20.018034265103697,15.549999237060547,18.850000381469727,1.0420000553131104,33.45000076293945,34.79999923706055,68.31944444444444,76.75324675324676,30.78817733990148,20.39408866995074,21.440000534057617,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_55_epochs,3.7863238630225773,17.00200080871582,12.420000076293945,5.446000099182129,1.2666666507720947,6.900000095367432,1.2989054918289185,30.11722272317403,19.74752028854824,14.859999656677246,17.979999542236328,0.9620000720024109,32.75,34.18000030517578,68.67361111111111,77.6103896103896,31.87192118226601,20.295566502463057,19.808000564575195,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_53_epochs,3.6728961866695475,16.832000732421875,12.1899995803833,5.304000377655029,1.4666666984558105,6.7166666984558105,1.5032719373703003,26.330027051397654,19.296663660955815,14.929999351501465,17.68000030517578,0.9660000205039978,32.52000045776367,34.29999923706055,70.48611111111111,80.04329004329004,29.064039408866993,19.261083743842363,20.256000518798828,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_56_epochs,4.05638975910122,16.726001739501953,11.9399995803833,5.644000053405762,1.2933334112167358,6.823333263397217,1.4207392930984497,29.666366095581605,20.018034265103697,14.229999542236328,17.229999542236328,1.0500000715255737,32.16999816894531,33.41999816894531,71.59027777777777,80.76190476190476,32.95566502463054,22.266009852216747,20.016000747680664,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_54_epochs,3.4946526952576424,16.37200164794922,11.739999771118164,5.668000221252441,1.4133334159851074,7.37000036239624,1.47576105594635,26.239855725879167,19.116321009918845,14.34999942779541,17.489999771118164,0.8560000658035278,31.979999542236328,32.84000015258789,68.29166666666666,77.84415584415585,28.374384236453203,18.571428571428573,19.296001434326172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_51_epochs,3.9267581289834723,16.056001663208008,11.899999618530273,5.366000175476074,1.399999976158142,7.013333320617676,1.5327478647232056,28.4941388638413,19.837691614066728,14.15999984741211,17.18000030517578,0.9860000610351562,31.799999237060547,32.91999816894531,68.95833333333333,77.5844155844156,33.15270935960591,20.88669950738916,19.904001235961914,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_52_epochs,3.505455331100789,15.94800090789795,11.380000114440918,5.3480000495910645,1.399999976158142,7.196666717529297,1.6683369874954224,28.764652840396753,19.116321009918845,14.0,17.049999237060547,0.9080000519752502,31.059999465942383,31.84000015258789,67.6875,76.31168831168831,30.344827586206897,19.458128078817737,19.920000076293945,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_49_epochs,3.435238198120341,15.262001037597656,10.75,5.322000026702881,1.4666666984558105,6.733333587646484,1.5366779565811157,28.4941388638413,18.48512173128945,13.210000038146973,15.75999927520752,0.7640000581741333,30.149999618530273,30.719999313354492,67.97222222222223,77.17748917748918,34.285714285714285,21.822660098522167,19.61600112915039,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_50_epochs,3.537863238630226,15.070000648498535,10.960000038146973,4.738000392913818,1.2666666507720947,6.603333473205566,1.5916996002197266,27.592425608656445,18.84580703336339,13.529999732971191,16.219999313354492,0.7740000486373901,30.26999855041504,31.399999618530273,67.26388888888889,76.48484848484848,32.364532019704434,20.0,18.48000144958496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_46_epochs,3.2029815274927085,14.486001014709473,10.710000038146973,5.130000114440918,1.5733333826065063,6.170000076293945,1.4423550367355347,25.428313796212805,17.132551848512172,12.719999313354492,15.460000038146973,0.6540000438690186,28.639999389648438,29.349998474121094,65.4375,73.94805194805195,37.19211822660098,23.004926108374384,18.04800033569336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_48_epochs,3.213784163335854,14.422000885009766,10.630000114440918,4.604000091552734,1.3333333730697632,6.490000247955322,1.6192104816436768,27.50225428313796,19.026149684400362,12.769999504089355,15.449999809265137,0.7940000295639038,29.489999771118164,30.559999465942383,65.28472222222223,74.45887445887446,28.768472906403943,18.91625615763547,17.68000030517578,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_47_epochs,3.52706060278708,13.696001052856445,9.989999771118164,3.9640002250671387,1.3600000143051147,5.99666690826416,1.0277270078659058,24.346257889990984,16.952209197475206,12.279999732971191,14.889999389648438,0.6820000410079956,28.34000015258789,29.369998931884766,60.34722222222222,69.6017316017316,27.192118226600986,18.07881773399015,17.584001541137695,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_45_epochs,3.138165712433834,13.52400016784668,9.649999618530273,4.258000373840332,1.2400000095367432,6.100000381469727,1.0965042114257812,25.60865644724977,17.944093778178537,12.269999504089355,14.369999885559082,0.7460000514984131,26.93000030517578,28.579999923706055,65.61111111111111,75.93073593073592,24.63054187192118,17.04433497536946,17.280000686645508,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_44_epochs,3.2677973425515825,13.166000366210938,9.579999923706055,4.964000225067139,1.4266667366027832,5.923333644866943,1.3028355836868286,26.600541027953113,18.12443642921551,11.219999313354492,14.00999927520752,0.7280000448226929,27.15999984741211,28.349998474121094,66.16666666666666,75.56709956709958,35.51724137931034,21.970443349753694,16.384000778198242,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_42_epochs,3.2299881171005724,12.842000961303711,9.429999351501465,3.6040000915527344,1.4266667366027832,5.9166669845581055,1.067028284072876,23.805229936880075,14.878268710550044,10.719999313354492,13.609999656677246,0.6340000033378601,26.76999855041504,28.399999618530273,60.0625,70.41558441558442,33.30049261083744,20.246305418719214,16.576000213623047,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_41_epochs,2.9869288106297938,12.79800033569336,9.529999732971191,4.144000053405762,1.3200000524520874,6.2833333015441895,1.369647741317749,24.797114517583406,16.952209197475206,11.219999313354492,13.5,0.612000048160553,26.01999855041504,28.10999870300293,63.71527777777778,74.56277056277057,30.886699507389164,19.556650246305416,16.96000099182129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_43_epochs,2.5764286485902557,12.348000526428223,9.380000114440918,4.340000152587891,1.4266667366027832,6.059999942779541,1.3932284116744995,29.035166816952206,19.56717763751127,11.210000038146973,13.789999961853027,0.6380000114440918,26.260000228881836,27.15999984741211,55.5625,64.04329004329004,33.251231527093594,20.935960591133004,16.20800018310547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_40_epochs,3.0193367181592308,12.218000411987305,9.029999732971191,4.070000171661377,1.3066667318344116,6.193333625793457,0.8626618981361389,26.330027051397654,17.944093778178537,10.619999885559082,12.789999961853027,0.6180000305175781,25.779998779296875,27.049999237060547,65.11111111111111,75.57575757575758,26.551724137931032,17.29064039408867,15.93600082397461,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_38_epochs,2.814086637139462,11.97800064086914,8.460000038146973,3.5320000648498535,1.1466666460037231,5.809999942779541,1.1161547899246216,25.067628494138866,17.583408476104598,10.399999618530273,12.369999885559082,0.6080000400543213,24.799999237060547,26.779998779296875,63.38194444444445,74.21645021645021,29.40886699507389,18.275862068965516,16.192001342773438,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_39_epochs,3.0409419898455226,11.822000503540039,8.649999618530273,3.7920002937316895,1.2933334112167358,5.440000057220459,1.0827487707138062,26.149684400360684,16.771866546438233,10.369999885559082,12.699999809265137,0.612000048160553,24.959999084472656,25.899999618530273,61.076388888888886,71.56709956709958,30.738916256157633,20.0,15.808000564575195,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet101_2_epochs,3.1057578049043966,11.290000915527344,8.029999732971191,3.3600001335144043,1.506666660308838,4.930000305175781,1.067028284072876,24.165915238954014,15.960324616771867,9.699999809265137,11.739999771118164,0.5080000162124634,24.3799991607666,25.3799991607666,61.236111111111114,71.24675324675324,25.02463054187192,16.896551724137932,16.48000144958496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_37_epochs,2.5386194231392456,11.112000465393066,8.329999923706055,3.5440001487731934,1.4666666984558105,5.15333366394043,0.8155004382133484,26.330027051397654,18.48512173128945,9.869999885559082,11.989999771118164,0.5760000348091125,23.529998779296875,24.729999542236328,61.27777777777778,70.53679653679654,27.586206896551722,17.536945812807883,15.26400089263916,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_36_epochs,2.587231284433402,10.348000526428223,7.440000057220459,3.1020002365112305,1.3333333730697632,5.309999942779541,0.96877521276474,27.141568981064022,18.665464382326423,9.359999656677246,11.0,0.5520000457763672,21.779998779296875,23.229999542236328,57.25,67.2987012987013,23.004926108374384,15.41871921182266,14.75200080871582,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_35_epochs,2.9869288106297938,10.238000869750977,7.429999828338623,2.7980000972747803,1.2400000095367432,5.313333511352539,1.2596043348312378,22.091974752028857,15.1487826871055,8.699999809265137,10.779999732971191,0.578000009059906,21.979999542236328,23.309999465942383,57.54166666666667,67.991341991342,24.1871921182266,15.8128078817734,14.576001167297363,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_33_epochs,2.9653235389435024,10.154000282287598,7.779999732971191,3.128000259399414,1.2266666889190674,5.173333644866943,1.0061113834381104,25.067628494138866,18.755635707844906,9.269999504089355,10.789999961853027,0.5940000414848328,22.279998779296875,23.90999984741211,60.71527777777778,72.48484848484848,29.655172413793103,19.901477832512317,14.672000885009766,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_31_epochs,2.441395700550934,9.315999984741211,6.920000076293945,3.364000082015991,1.4133334159851074,5.2266669273376465,1.0729234218597412,25.428313796212805,18.394950405770967,8.119999885559082,9.719999313354492,0.44600000977516174,21.579999923706055,22.479999542236328,61.4375,72.20779220779221,26.502463054187192,17.93103448275862,13.456000328063965,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_34_epochs,2.770876093766879,9.108000755310059,6.559999942779541,3.056000232696533,1.5600000619888306,4.436666965484619,0.8626618981361389,22.272317403065824,14.156898106402164,7.899999618530273,9.760000228881836,0.40400001406669617,20.8799991607666,21.31999969482422,60.402777777777786,72.07792207792207,26.798029556650242,17.192118226600986,13.42400074005127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_32_epochs,2.7492708220805877,9.098000526428223,6.739999771118164,2.9180002212524414,1.0800000429153442,4.546666622161865,0.8862426280975342,25.51848512173129,16.68169522091975,7.669999599456787,9.5,0.492000013589859,21.03999900817871,22.049999237060547,57.875,67.64502164502164,25.320197044334975,16.699507389162562,13.760000228881836,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_30_epochs,2.3819812034136327,8.902000427246094,6.420000076293945,2.764000177383423,1.346666693687439,4.953333377838135,0.9884258508682251,21.911632100991884,15.329125338142472,7.210000038146973,9.279999732971191,0.4320000112056732,20.34000015258789,21.44999885559082,59.020833333333336,70.83982683982684,25.17241379310345,16.995073891625616,13.248001098632812,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_27_epochs,2.354974613805769,8.306000709533691,5.929999828338623,2.6060001850128174,1.4666666984558105,4.160000324249268,0.7192124128341675,22.72317403065825,16.321009918845807,6.87999963760376,8.380000114440918,0.4700000286102295,18.619998931884766,19.93000030517578,57.604166666666664,68.94372294372295,25.320197044334975,17.04433497536946,12.992000579833984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_29_epochs,2.581829966511829,8.062000274658203,5.900000095367432,2.190000057220459,1.3200000524520874,3.696666717529297,0.5305665731430054,23.895401262398558,15.779981965734896,7.159999847412109,8.789999961853027,0.4180000126361847,18.85999870300293,19.139999389648438,54.35416666666667,63.20346320346321,29.11330049261084,17.586206896551722,12.480000495910645,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_26_epochs,1.949875769687804,7.288000583648682,5.480000019073486,2.0980000495910645,1.3066667318344116,4.363333225250244,0.5384268164634705,20.829576194770063,13.525698827772766,6.5,7.949999809265137,0.3920000195503235,17.549999237060547,18.260000228881836,56.26388888888889,67.67099567099567,22.660098522167488,14.334975369458128,11.42400074005127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_25_epochs,2.2847574808253213,6.968000411987305,5.150000095367432,1.8660000562667847,1.4266667366027832,4.056666851043701,0.7290377616882324,22.272317403065824,15.329125338142472,6.159999847412109,7.109999656677246,0.3060000240802765,16.869998931884766,17.34000015258789,48.71527777777778,61.099567099567096,22.70935960591133,14.088669950738916,12.080000877380371,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_28_epochs,2.182132440315437,6.386000156402588,4.980000019073486,1.5280001163482666,1.3200000524520874,3.6133334636688232,0.585588276386261,18.48512173128945,14.066726780883679,6.0,7.25,0.39000001549720764,15.979999542236328,16.139999389648438,48.333333333333336,57.7922077922078,19.014778325123153,12.807881773399016,10.208000183105469,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_24_epochs,2.387382521335206,6.320000171661377,4.819999694824219,2.0380001068115234,1.1600000858306885,3.443333387374878,0.6465051770210266,20.018034265103697,14.066726780883679,5.539999961853027,6.779999732971191,0.3580000102519989,15.729999542236328,15.65999984741211,48.66666666666667,60.63203463203464,26.157635467980295,17.438423645320196,11.200000762939453,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_21_epochs,1.9228691800799396,5.744000434875488,4.239999771118164,1.9200000762939453,1.2799999713897705,3.4533333778381348,0.5777280330657959,17.493237150586115,12.894499549143374,4.759999752044678,6.039999961853027,0.3440000116825104,14.649999618530273,15.119999885559082,47.604166666666664,61.46320346320346,20.738916256157637,13.694581280788176,11.168000221252441,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_23_epochs,2.2901587987468943,5.694000244140625,4.349999904632568,1.3380000591278076,1.1600000858306885,3.68666672706604,0.40087249875068665,19.026149684400362,12.984670874661857,5.069999694824219,5.96999979019165,0.30400002002716064,14.979999542236328,16.049999237060547,50.84722222222222,63.03896103896104,19.35960591133005,11.625615763546799,10.176000595092773,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_20_epochs,2.144323214864427,5.674000263214111,3.919999837875366,1.6540000438690186,1.1333333253860474,3.380000114440918,0.5620075464248657,18.48512173128945,11.722272317403066,4.730000019073486,6.079999923706055,0.3140000104904175,13.889999389648438,14.75999927520752,45.68055555555556,59.04761904761905,20.88669950738916,12.955665024630541,10.544000625610352,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_22_epochs,2.2415469374527386,5.500000476837158,4.269999980926514,1.7320001125335693,1.0133333206176758,3.133333444595337,0.45589423179626465,19.657348963029754,13.435527502254283,4.880000114440918,5.839999675750732,0.3320000171661377,14.4399995803833,14.649999618530273,41.729166666666664,51.38528138528139,19.704433497536947,13.201970443349753,10.256000518798828,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_19_epochs,2.182132440315437,5.278000354766846,3.8499999046325684,1.75600004196167,1.0666667222976685,3.633333444595337,0.5109159350395203,19.3868349864743,13.976555455365194,4.400000095367432,5.460000038146973,0.2800000011920929,13.50999927520752,14.619999885559082,43.361111111111114,54.68398268398268,22.167487684729064,14.58128078817734,10.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet101_1_epochs,1.912066544236794,4.928000450134277,3.259999990463257,1.222000002861023,1.18666672706604,3.513333320617676,0.4106978178024292,15.689810640216411,9.738503155996394,4.059999942779541,5.019999980926514,0.2600000202655792,13.279999732971191,13.399999618530273,41.236111111111114,53.44588744588744,16.84729064039409,8.12807881773399,9.26400089263916,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_17_epochs,1.9174678621583667,4.306000232696533,3.25,1.3840000629425049,1.18666672706604,2.7166666984558105,0.40873274207115173,20.91974752028855,13.435527502254283,3.7699999809265137,4.509999752044678,0.28600001335144043,11.4399995803833,12.420000076293945,40.19444444444444,54.008658008658,19.261083743842363,12.610837438423644,9.008000373840332,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_15_epochs,1.7716322782758993,4.1020002365112305,3.059999942779541,1.25,1.2133333683013916,2.930000066757202,0.46375447511672974,16.321009918845807,11.722272317403066,3.5899999141693115,4.460000038146973,0.22600001096725464,11.359999656677246,11.469999313354492,39.611111111111114,57.57575757575758,17.536945812807883,12.11822660098522,8.624000549316406,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_18_epochs,1.7446256886680351,4.064000129699707,2.929999828338623,1.3540000915527344,1.4533333778381348,2.4633333683013916,0.32423511147499084,17.853922452660054,12.894499549143374,3.549999952316284,4.139999866485596,0.2639999985694885,10.889999389648438,10.6899995803833,36.97222222222222,46.95238095238095,18.3743842364532,11.724137931034482,8.880000114440918,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_lstsq,2.662849735335422,3.9860002994537354,2.869999885559082,1.5280001163482666,1.2799999713897705,3.506666660308838,0.39890745282173157,10.73038773669973,3.4265103697024344,3.2799999713897705,3.75,0.2980000078678131,10.819999694824219,10.899999618530273,37.701388888888886,48.07792207792208,15.566502463054189,3.793103448275862,9.648000717163086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_16_epochs,1.5015663821972562,3.7300002574920654,2.8399999141693115,0.9920000433921814,1.2400000095367432,2.6733334064483643,0.3203049898147583,15.779981965734896,10.279531109107303,2.929999828338623,3.799999952316284,0.2460000067949295,10.319999694824219,10.559999465942383,43.6875,58.62337662337662,17.733990147783253,10.44334975369458,7.760000228881836,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_12_epochs,1.8904612725505021,3.4160001277923584,2.6599998474121094,0.8860000371932983,1.2400000095367432,2.573333501815796,0.3262001872062683,16.05049594229035,11.632100991884581,3.1499998569488525,3.809999942779541,0.21000000834465027,9.859999656677246,10.09000015258789,34.85416666666667,47.090909090909086,16.354679802955665,10.738916256157635,7.712000370025635,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_11_epochs,1.5933887868639949,3.312000274658203,2.3399999141693115,0.8080000281333923,0.9866666793823242,2.443333387374878,0.27510857582092285,16.862037871956716,11.27141568981064,2.7899999618530273,3.4600000381469727,0.20800000429153442,9.479999542236328,9.559999465942383,36.638888888888886,47.94805194805195,17.881773399014776,10.738916256157635,7.7920002937316895,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_13_epochs,1.550178243491412,3.1060001850128174,2.2300000190734863,0.8160000443458557,1.2133333683013916,2.1533334255218506,0.28100377321243286,14.697926059513074,10.73038773669973,2.7100000381469727,3.0799999237060547,0.2120000123977661,9.309999465942383,9.479999542236328,30.9375,37.688311688311686,17.192118226600986,10.886699507389162,7.680000305175781,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_14_epochs,2.025494220589824,3.0380001068115234,2.0799999237060547,0.7360000610351562,1.0266666412353516,2.5866668224334717,0.26724833250045776,15.960324616771867,11.541929666366094,2.799999952316284,3.2100000381469727,0.20400001108646393,8.889999389648438,8.809999465942383,26.194444444444443,32.90909090909091,16.65024630541872,10.492610837438423,7.424000263214111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_10_epochs,1.5879874689424218,2.866000175476074,2.200000047683716,0.940000057220459,1.2000000476837158,2.2200000286102295,0.3144097924232483,14.42741208295762,10.279531109107303,2.6599998474121094,3.049999952316284,0.20600001513957977,8.369999885559082,8.489999771118164,37.395833333333336,53.2987012987013,15.566502463054189,9.655172413793103,7.184000492095947,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
identity32_random_forests,2.2037377120017285,2.254000186920166,1.5499999523162842,1.1100000143051147,1.399999976158142,2.1000001430511475,0.22401699423789978,10.820559062218214,5.410279531109107,2.009999990463257,2.309999942779541,0.3880000114440918,6.909999847412109,6.119999885559082,26.70138888888889,33.77489177489178,11.182266009852217,4.630541871921182,6.112000465393066,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_8_epochs,1.5231716538835476,2.2340002059936523,1.8399999141693115,0.6340000033378601,0.9333333373069763,1.8900001049041748,0.17882058024406433,21.28043282236249,14.878268710550044,1.9499999284744263,2.3999998569488525,0.2160000056028366,6.429999828338623,6.920000076293945,32.263888888888886,41.290043290043286,14.285714285714285,9.408866995073891,6.080000400543213,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_9_epochs,1.7554283245111806,2.1560001373291016,1.6699999570846558,0.5680000185966492,0.9733333587646484,1.8166667222976685,0.2358073592185974,14.607754733994591,9.287646528403966,2.0399999618530273,2.319999933242798,0.19600000977516174,7.190000057220459,7.329999923706055,25.159722222222225,33.99134199134199,13.596059113300493,9.064039408866995,5.7920002937316895,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_7_epochs,1.5177703359619747,1.8680000305175781,1.2999999523162842,0.4300000071525574,1.040000081062317,1.7966667413711548,0.16113503277301788,13.435527502254283,8.656447249774573,1.6899999380111694,1.8600000143051147,0.18800000846385956,5.960000038146973,6.699999809265137,25.32638888888889,34.51082251082251,12.11822660098522,7.241379310344828,5.824000358581543,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_6_epochs,1.4637571567462462,1.7480000257492065,1.2599999904632568,0.4540000259876251,0.8666666746139526,1.9700000286102295,0.2358073592185974,11.181244364292155,6.943192064923355,1.3899999856948853,1.7599999904632568,0.17000000178813934,5.849999904632568,5.900000095367432,22.8125,35.61904761904762,11.921182266009852,7.8817733990147785,4.720000267028809,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
identity32_lstsq,1.8202441395700553,1.5660001039505005,1.25,0.7640000581741333,0.9066666960716248,2.0266666412353516,0.20436637103557587,11.181244364292155,2.0739404869251574,1.3700000047683716,1.6299999952316284,0.48000001907348633,4.569999694824219,4.360000133514404,27.041666666666668,29.67099567099567,14.433497536945813,3.152709359605911,3.7920002937316895,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
identity32_one_nn,0.907421410824241,1.4980000257492065,1.1299999952316284,0.706000030040741,0.48000001907348633,0.9633333683013916,0.4676845967769623,7.57439134355275,3.1559963931469794,1.149999976158142,1.350000023841858,0.27400001883506775,2.25,2.0,12.180555555555555,13.047619047619047,9.556650246305418,3.645320197044335,2.111999988555908,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_5_epochs,1.3719347520795073,1.4620000123977661,1.149999976158142,0.4480000138282776,1.1200000047683716,1.7700001001358032,0.15720489621162415,11.09107303877367,7.21370604147881,1.350000023841858,1.4900000095367432,0.1300000101327896,5.099999904632568,5.489999771118164,26.131944444444443,37.97402597402598,10.83743842364532,6.798029556650246,4.832000255584717,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_4_epochs,1.6257966943934319,1.3320000171661377,1.0299999713897705,0.3100000023841858,1.1600000858306885,1.690000057220459,0.14148440957069397,8.385933273219116,5.5906221821460775,1.2400000095367432,1.3600000143051147,0.1600000113248825,4.230000019073486,4.360000133514404,20.145833333333332,29.913419913419915,13.74384236453202,7.684729064039408,3.680000066757202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_3_epochs,1.3935400237657989,1.1080000400543213,0.9799999594688416,0.2900000214576721,0.8533333539962769,1.59333336353302,0.20633143186569214,10.009017132551849,7.57439134355275,0.8999999761581421,1.149999976158142,0.12000000476837158,4.089999675750732,3.7799999713897705,18.96527777777778,34.718614718614724,9.113300492610838,5.911330049261084,3.3440001010894775,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_2_epochs,1.2855136653343415,0.8080000281333923,0.7099999785423279,0.25,0.893333375453949,1.5266667604446411,0.07270726561546326,9.377817853922453,6.4923354373309285,0.8299999833106995,0.8499999642372131,0.11800000816583633,3.2699999809265137,2.950000047683716,21.09722222222222,34.42424242424242,10.344827586206897,7.044334975369458,2.992000102996826,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_100k_1_epochs,1.0532569947067085,0.6800000071525574,0.5600000023841858,0.21800000965595245,0.9733333587646484,1.0266666412353516,0.1179036796092987,9.287646528403966,5.320108205590622,0.6399999856948853,0.6299999952316284,0.12600000202655792,2.490000009536743,2.559999942779541,19.90972222222222,27.653679653679653,11.67487684729064,5.763546798029557,2.432000160217285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18_50k_1_epochs,1.0208490871772713,0.40800002217292786,0.29999998211860657,0.18800000846385956,0.9600000381469727,1.0299999713897705,0.11200849711894989,8.025247971145175,3.69702434625789,0.28999999165534973,0.3700000047683716,0.12600000202655792,2.0999999046325684,1.7699999809265137,19.03472222222222,26.75324675324675,20.44334975369458,10.985221674876847,1.312000036239624,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet101_0_epochs,1.0856649022361455,0.3320000171661377,0.2800000011920929,0.20000000298023224,0.7733333706855774,0.7900000214576721,0.13558922708034515,8.926961226330027,3.065825067628494,0.28999999165534973,0.2800000011920929,0.12200000882148743,1.1799999475479126,1.7899999618530273,20.666666666666668,30.476190476190478,5.960591133004926,1.2807881773399015,2.1600000858306885,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,