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model,top1,top1_err,top5,top5_err,param_count,img_size,cropt_pct,interpolation
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resnet18,57.18,42.82,80.19,19.81,11.69,224,0.875,bilinear
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gluon_resnet18_v1b,58.32,41.68,80.96,19.04,11.69,224,0.875,bicubic
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seresnet18,59.81,40.19,81.68,18.32,11.78,224,0.875,bicubic
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tv_resnet34,61.2,38.8,82.72,17.28,21.8,224,0.875,bilinear
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spnasnet_100,61.21,38.79,82.77,17.23,4.42,224,0.875,bilinear
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mnasnet_100,61.91,38.09,83.71,16.29,4.38,224,0.875,bicubic
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fbnetc_100,62.43,37.57,83.39,16.61,5.57,224,0.875,bilinear
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gluon_resnet34_v1b,62.56,37.44,84,16,21.8,224,0.875,bicubic
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resnet34,62.82,37.18,84.12,15.88,21.8,224,0.875,bilinear
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seresnet34,62.89,37.11,84.22,15.78,21.96,224,0.875,bilinear
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densenet121,62.94,37.06,84.26,15.74,7.98,224,0.875,bicubic
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semnasnet_100,63.12,36.88,84.53,15.47,3.89,224,0.875,bicubic
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mobilenetv3_100,63.23,36.77,84.52,15.48,5.48,224,0.875,bicubic
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tv_resnet50,63.33,36.67,84.65,15.35,25.56,224,0.875,bilinear
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mixnet_s,63.38,36.62,84.71,15.29,4.13,224,0.875,bicubic
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resnet26,63.45,36.55,84.27,15.73,16,224,0.875,bicubic
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tf_mixnet_s,63.59,36.41,84.27,15.73,4.13,224,0.875,bicubic
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dpn68,64.22,35.78,85.18,14.82,12.61,224,0.875,bicubic
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tf_mixnet_m,64.27,35.73,85.09,14.91,5.01,224,0.875,bicubic
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tf_efficientnet_b0,64.29,35.71,85.25,14.75,5.29,224,0.875,bicubic
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efficientnet_b0,64.58,35.42,85.89,14.11,5.29,224,0.875,bicubic
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resnet26d,64.63,35.37,85.12,14.88,16.01,224,0.875,bicubic
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mixnet_m,64.69,35.31,85.47,14.53,5.01,224,0.875,bicubic
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densenet169,64.78,35.22,85.25,14.75,14.15,224,0.875,bicubic
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seresnext26_32x4d,65.04,34.96,85.65,14.35,16.79,224,0.875,bicubic
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tf_efficientnet_es,65.24,34.76,85.54,14.46,5.44,224,0.875,bicubic
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densenet201,65.28,34.72,85.67,14.33,20.01,224,0.875,bicubic
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dpn68b,65.6,34.4,85.94,14.06,12.61,224,0.875,bicubic
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resnet101,65.68,34.32,85.98,14.02,44.55,224,0.875,bilinear
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densenet161,65.85,34.15,86.46,13.54,28.68,224,0.875,bicubic
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gluon_resnet50_v1b,66.04,33.96,86.27,13.73,25.56,224,0.875,bicubic
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inception_v3,66.12,33.88,86.34,13.66,27.16,299,0.875,bicubic
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tv_resnext50_32x4d,66.18,33.82,86.04,13.96,25.03,224,0.875,bilinear
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seresnet50,66.24,33.76,86.33,13.67,28.09,224,0.875,bilinear
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tf_inception_v3,66.41,33.59,86.68,13.32,23.83,299,0.875,bicubic
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gluon_resnet50_v1c,66.54,33.46,86.16,13.84,25.58,224,0.875,bicubic
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adv_inception_v3,66.6,33.4,86.56,13.44,23.83,299,0.875,bicubic
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wide_resnet50_2,66.65,33.35,86.81,13.19,68.88,224,0.875,bilinear
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wide_resnet101_2,66.68,33.32,87.04,12.96,126.89,224,0.875,bilinear
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tf_mixnet_l,66.78,33.22,86.46,13.54,7.33,224,0.875,bicubic
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resnet50,66.81,33.19,87,13,25.56,224,0.875,bicubic
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tf_efficientnet_em,66.87,33.13,86.98,13.02,6.9,240,0.882,bicubic
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resnext50_32x4d,66.88,33.12,86.36,13.64,25.03,224,0.875,bicubic
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tf_efficientnet_b1,66.89,33.11,87.04,12.96,7.79,240,0.882,bicubic
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mixnet_l,66.97,33.03,86.94,13.06,7.33,224,0.875,bicubic
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resnet152,67.02,32.98,87.57,12.43,60.19,224,0.875,bilinear
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gluon_resnet50_v1s,67.1,32.9,86.86,13.14,25.68,224,0.875,bicubic
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seresnet101,67.15,32.85,87.05,12.95,49.33,224,0.875,bilinear
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gluon_resnet101_v1b,67.45,32.55,87.23,12.77,44.55,224,0.875,bicubic
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efficientnet_b1,67.55,32.45,87.29,12.71,7.79,240,0.882,bicubic
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seresnet152,67.55,32.45,87.39,12.61,66.82,224,0.875,bilinear
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gluon_resnet101_v1c,67.56,32.44,87.16,12.84,44.57,224,0.875,bicubic
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gluon_inception_v3,67.59,32.41,87.46,12.54,23.83,299,0.875,bicubic
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xception,67.67,32.33,87.57,12.43,22.86,299,0.8975,bicubic
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efficientnet_b2,67.8,32.2,88.2,11.8,9.11,260,0.89,bicubic
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resnext101_32x8d,67.85,32.15,87.48,12.52,88.79,224,0.875,bilinear
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seresnext50_32x4d,67.87,32.13,87.62,12.38,27.56,224,0.875,bilinear
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gluon_resnet50_v1d,67.91,32.09,87.12,12.88,25.58,224,0.875,bicubic
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dpn92,68.01,31.99,87.59,12.41,37.67,224,0.875,bicubic
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tf_efficientnet_el,68.18,31.82,88.35,11.65,10.59,300,0.904,bicubic
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gluon_resnext50_32x4d,68.28,31.72,87.32,12.68,25.03,224,0.875,bicubic
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dpn98,68.58,31.42,87.66,12.34,61.57,224,0.875,bicubic
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gluon_seresnext50_32x4d,68.67,31.33,88.32,11.68,27.56,224,0.875,bicubic
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dpn107,68.71,31.29,88.13,11.87,86.92,224,0.875,bicubic
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gluon_resnet101_v1s,68.72,31.28,87.9,12.1,44.67,224,0.875,bicubic
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resnext50d_32x4d,68.75,31.25,88.31,11.69,25.05,224,0.875,bicubic
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tf_efficientnet_b2,68.75,31.25,87.95,12.05,9.11,260,0.89,bicubic
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dpn131,68.76,31.24,87.48,12.52,79.25,224,0.875,bicubic
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gluon_resnet152_v1b,68.81,31.19,87.71,12.29,60.19,224,0.875,bicubic
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gluon_resnext101_32x4d,68.96,31.04,88.34,11.66,44.18,224,0.875,bicubic
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gluon_xception65,68.98,31.02,88.32,11.68,39.92,299,0.875,bicubic
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gluon_resnet101_v1d,68.99,31.01,88.08,11.92,44.57,224,0.875,bicubic
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mixnet_xl,69,31,88.19,11.81,11.9,224,0.875,bicubic
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gluon_resnet152_v1c,69.13,30.87,87.89,12.11,60.21,224,0.875,bicubic
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seresnext101_32x4d,69.34,30.66,88.05,11.95,48.96,224,0.875,bilinear
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inception_v4,69.35,30.65,88.78,11.22,42.68,299,0.875,bicubic
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ens_adv_inception_resnet_v2,69.52,30.48,88.5,11.5,55.84,299,0.8975,bicubic
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gluon_resnext101_64x4d,69.69,30.31,88.26,11.74,83.46,224,0.875,bicubic
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gluon_resnet152_v1d,69.95,30.05,88.47,11.53,60.21,224,0.875,bicubic
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gluon_seresnext101_32x4d,70.01,29.99,88.91,11.09,48.96,224,0.875,bicubic
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inception_resnet_v2,70.12,29.88,88.68,11.32,55.84,299,0.8975,bicubic
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gluon_resnet152_v1s,70.32,29.68,88.87,11.13,60.32,224,0.875,bicubic
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gluon_seresnext101_64x4d,70.44,29.56,89.35,10.65,88.23,224,0.875,bicubic
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senet154,70.48,29.52,88.99,11.01,115.09,224,0.875,bilinear
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gluon_senet154,70.6,29.4,88.92,11.08,115.09,224,0.875,bicubic
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tf_efficientnet_b3,70.62,29.38,89.44,10.56,12.23,300,0.904,bicubic
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tf_efficientnet_b4,72.28,27.72,90.6,9.4,19.34,380,0.922,bicubic
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nasnetalarge,72.31,27.69,90.51,9.49,88.75,331,0.875,bicubic
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pnasnet5large,72.37,27.63,90.26,9.74,86.06,331,0.875,bicubic
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tf_efficientnet_b5,73.37,26.63,91.21,8.79,30.39,456,0.934,bicubic
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ig_resnext101_32x8d,73.66,26.34,92.15,7.85,88.79,224,0.875,bilinear
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tf_efficientnet_b6,73.9,26.1,91.75,8.25,43.04,528,0.942,bicubic
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tf_efficientnet_b7,74.04,25.96,91.86,8.14,66.35,600,0.949,bicubic
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ig_resnext101_32x16d,75.71,24.29,92.9,7.1,194.03,224,0.875,bilinear
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ig_resnext101_32x32d,76.84,23.16,93.19,6.81,468.53,224,0.875,bilinear
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ig_resnext101_32x48d,76.87,23.13,93.32,6.68,828.41,224,0.875,bilinear
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