model,top1,top1_err,top5,top5_err,param_count,img_size,cropt_pct,interpolation
tf_efficientnet_l2_ns,97.770,2.230,99.890,0.110,480.31,800,0.960,bicubic
tf_efficientnet_l2_ns_475,97.750,2.250,99.820,0.180,480.31,475,0.936,bicubic
tf_efficientnet_b7_ns,97.210,2.790,99.700,0.300,66.35,600,0.949,bicubic
tf_efficientnet_b6_ns,97.030,2.970,99.710,0.290,43.04,528,0.942,bicubic
ig_resnext101_32x48d,96.960,3.040,99.670,0.330,828.41,224,0.875,bilinear
resnetv2_152x4_bitm,96.880,3.120,99.660,0.340,936.53,480,1.000,bilinear
tf_efficientnet_b5_ns,96.880,3.120,99.640,0.360,30.39,456,0.934,bicubic
ig_resnext101_32x32d,96.780,3.220,99.530,0.470,468.53,224,0.875,bilinear
tf_efficientnet_b4_ns,96.710,3.290,99.640,0.360,19.34,380,0.922,bicubic
tf_efficientnet_b8,96.700,3.300,99.550,0.450,87.41,672,0.954,bicubic
tf_efficientnet_b7,96.580,3.420,99.510,0.490,66.35,600,0.949,bicubic
tf_efficientnet_b8_ap,96.560,3.440,99.550,0.450,87.41,672,0.954,bicubic
resnetv2_152x2_bitm,96.490,3.510,99.620,0.380,236.34,480,1.000,bilinear
vit_base_resnet50_384,96.470,3.530,99.660,0.340,98.95,384,1.000,bicubic
ig_resnext101_32x16d,96.430,3.570,99.540,0.460,194.03,224,0.875,bilinear
resnetv2_101x3_bitm,96.380,3.620,99.600,0.400,387.93,480,1.000,bilinear
vit_large_patch16_384,96.360,3.640,99.630,0.370,304.72,384,1.000,bicubic
tf_efficientnet_b6_ap,96.360,3.640,99.550,0.450,43.04,528,0.942,bicubic
tf_efficientnet_b7_ap,96.350,3.650,99.600,0.400,66.35,600,0.949,bicubic
seresnet152d_320,96.330,3.670,99.510,0.490,66.84,320,1.000,bicubic
tf_efficientnet_b6,96.280,3.720,99.520,0.480,43.04,528,0.942,bicubic
swsl_resnext101_32x16d,96.270,3.730,99.500,0.500,194.03,224,0.875,bilinear
swsl_resnext101_32x8d,96.220,3.780,99.590,0.410,88.79,224,0.875,bilinear
resnetv2_50x3_bitm,96.170,3.830,99.620,0.380,217.32,480,1.000,bilinear
vit_base_patch16_384,96.170,3.830,99.520,0.480,86.86,384,1.000,bicubic
resnest269e,96.120,3.880,99.520,0.480,110.93,416,0.928,bicubic
resnet200d_320,96.110,3.890,99.460,0.540,64.69,320,1.000,bicubic
tf_efficientnet_b3_ns,96.110,3.890,99.470,0.530,12.23,300,0.904,bicubic
resnest200e,96.080,3.920,99.470,0.530,70.20,320,0.909,bicubic
tf_efficientnet_b5_ap,96.080,3.920,99.540,0.460,30.39,456,0.934,bicubic
swsl_resnext101_32x4d,96.060,3.940,99.540,0.460,44.18,224,0.875,bilinear
tf_efficientnet_b5,95.980,4.020,99.450,0.550,30.39,456,0.934,bicubic
ig_resnext101_32x8d,95.940,4.060,99.390,0.610,88.79,224,0.875,bilinear
seresnet152d,95.940,4.060,99.400,0.600,66.84,256,0.940,bicubic
resnet152d_320,95.850,4.150,99.430,0.570,60.21,320,1.000,bicubic
resnet101d_320,95.750,4.250,99.440,0.560,44.57,320,1.000,bicubic
resnet200d,95.700,4.300,99.340,0.660,64.69,256,0.940,bicubic
swsl_resnext50_32x4d,95.610,4.390,99.440,0.560,25.03,224,0.875,bilinear
resnest101e,95.590,4.410,99.270,0.730,48.28,256,0.875,bilinear
tf_efficientnet_b4,95.590,4.410,99.320,0.680,19.34,380,0.922,bicubic
tf_efficientnet_b2_ns,95.530,4.470,99.340,0.660,9.11,260,0.890,bicubic
tresnet_xl_448,95.520,4.480,99.340,0.660,78.44,448,0.875,bilinear
resnetv2_101x1_bitm,95.500,4.500,99.510,0.490,44.54,480,1.000,bilinear
tf_efficientnet_b4_ap,95.500,4.500,99.390,0.610,19.34,380,0.922,bicubic
resnet152d,95.470,4.530,99.300,0.700,60.21,256,0.940,bicubic
ssl_resnext101_32x16d,95.400,4.600,99.410,0.590,194.03,224,0.875,bilinear
tresnet_l_448,95.400,4.600,99.280,0.720,55.99,448,0.875,bilinear
ssl_resnext101_32x8d,95.330,4.670,99.320,0.680,88.79,224,0.875,bilinear
vit_large_patch16_224,95.290,4.710,99.310,0.690,304.33,224,0.900,bicubic
resnet101d,95.280,4.720,99.260,0.740,44.57,256,0.940,bicubic
vit_base_patch32_384,95.250,4.750,99.180,0.820,88.30,384,1.000,bicubic
vit_base_patch16_224,95.220,4.780,99.240,0.760,86.57,224,0.900,bicubic
swsl_resnet50,95.220,4.780,99.400,0.600,25.56,224,0.875,bilinear
nasnetalarge,95.170,4.830,99.130,0.870,88.75,331,0.911,bicubic
ecaresnet101d,95.160,4.840,99.230,0.770,44.57,224,0.875,bicubic
ssl_resnext101_32x4d,95.160,4.840,99.300,0.700,44.18,224,0.875,bilinear
efficientnet_b3a,95.150,4.850,99.210,0.790,12.23,320,1.000,bicubic
regnety_032,95.070,4.930,99.210,0.790,19.44,224,0.875,bicubic
tresnet_xl,95.070,4.930,99.250,0.750,78.44,224,0.875,bilinear
efficientnet_b3,94.970,5.030,99.240,0.760,12.23,300,0.904,bicubic
tf_efficientnet_b3_ap,94.960,5.040,99.110,0.890,12.23,300,0.904,bicubic
tf_efficientnet_b3,94.910,5.090,99.100,0.900,12.23,300,0.904,bicubic
tresnet_l,94.900,5.100,99.030,0.970,55.99,224,0.875,bilinear
tf_efficientnet_b1_ns,94.880,5.120,99.250,0.750,7.79,240,0.882,bicubic
tf_efficientnet_lite4,94.870,5.130,99.090,0.910,13.01,380,0.920,bilinear
seresnext50_32x4d,94.810,5.190,99.130,0.870,27.56,224,0.875,bicubic
legacy_senet154,94.730,5.270,99.100,0.900,115.09,224,0.875,bilinear
gluon_senet154,94.710,5.290,98.970,1.030,115.09,224,0.875,bicubic
resnest50d_4s2x40d,94.710,5.290,99.130,0.870,30.42,224,0.875,bicubic
ssl_resnext50_32x4d,94.700,5.300,99.240,0.760,25.03,224,0.875,bilinear
gluon_resnet152_v1s,94.700,5.300,99.050,0.950,60.32,224,0.875,bicubic
rexnet_200,94.670,5.330,99.090,0.910,16.37,224,0.875,bicubic
tresnet_m_448,94.670,5.330,99.170,0.830,31.39,448,0.875,bilinear
wide_resnet50_2,94.660,5.340,99.050,0.950,68.88,224,0.875,bicubic
gluon_seresnext101_64x4d,94.630,5.370,98.970,1.030,88.23,224,0.875,bicubic
resnest50d,94.620,5.380,99.030,0.970,27.48,224,0.875,bilinear
efficientnet_b3_pruned,94.580,5.420,99.070,0.930,9.86,300,0.904,bicubic
resnetv2_50x1_bitm,94.530,5.470,99.240,0.760,25.55,480,1.000,bilinear
regnety_320,94.500,5.500,99.170,0.830,145.05,224,0.875,bicubic
tf_efficientnet_el,94.470,5.530,99.080,0.920,10.59,300,0.904,bicubic
gluon_resnet152_v1d,94.450,5.550,99.000,1.000,60.21,224,0.875,bicubic
ecaresnet101d_pruned,94.440,5.560,99.100,0.900,24.88,224,0.875,bicubic
gluon_seresnext101_32x4d,94.430,5.570,99.090,0.910,48.96,224,0.875,bicubic
resnest50d_1s4x24d,94.390,5.610,99.060,0.940,25.68,224,0.875,bicubic
efficientnet_b2a,94.370,5.630,99.050,0.950,9.11,288,1.000,bicubic
efficientnet_b2,94.340,5.660,99.100,0.900,9.11,260,0.875,bicubic
gluon_resnext101_64x4d,94.330,5.670,98.880,1.120,83.46,224,0.875,bicubic
ssl_resnet50,94.320,5.680,99.160,0.840,25.56,224,0.875,bilinear
regnetx_120,94.300,5.700,99.200,0.800,46.11,224,0.875,bicubic
rexnet_150,94.280,5.720,99.090,0.910,9.73,224,0.875,bicubic
tf_efficientnet_b2_ap,94.270,5.730,98.950,1.050,9.11,260,0.890,bicubic
mixnet_xl,94.220,5.780,98.820,1.180,11.90,224,0.875,bicubic
dpn92,94.200,5.800,98.930,1.070,37.67,224,0.875,bicubic
ecaresnet50d,94.200,5.800,99.020,0.980,25.58,224,0.875,bicubic
regnetx_320,94.200,5.800,99.050,0.950,107.81,224,0.875,bicubic
tf_efficientnet_b2,94.200,5.800,99.030,0.970,9.11,260,0.890,bicubic
gluon_seresnext50_32x4d,94.180,5.820,98.910,1.090,27.56,224,0.875,bicubic
gluon_resnet101_v1s,94.180,5.820,99.020,0.980,44.67,224,0.875,bicubic
legacy_seresnext101_32x4d,94.170,5.830,98.970,1.030,48.96,224,0.875,bilinear
gluon_resnet101_v1d,94.160,5.840,98.950,1.050,44.57,224,0.875,bicubic
ecaresnetlight,94.140,5.860,98.950,1.050,30.16,224,0.875,bicubic
regnety_064,94.140,5.860,99.030,0.970,30.58,224,0.875,bicubic
gluon_resnext101_32x4d,94.120,5.880,98.930,1.070,44.18,224,0.875,bicubic
tf_efficientnet_lite3,94.120,5.880,98.960,1.040,8.20,300,0.904,bilinear
regnety_160,94.110,5.890,99.010,0.990,83.59,224,0.875,bicubic
cspdarknet53,94.100,5.900,98.980,1.020,27.64,256,0.887,bilinear
seresnet50,94.080,5.920,98.970,1.030,28.09,224,0.875,bicubic
tresnet_m,94.080,5.920,98.830,1.170,31.39,224,0.875,bilinear
resnet50d,94.070,5.930,98.920,1.080,25.58,224,0.875,bicubic
regnety_120,94.060,5.940,99.020,0.980,51.82,224,0.875,bicubic
gluon_xception65,94.030,5.970,99.030,0.970,39.92,299,0.903,bicubic
hrnet_w48,94.030,5.970,99.030,0.970,77.47,224,0.875,bilinear
gluon_resnet152_v1b,94.020,5.980,98.740,1.260,60.19,224,0.875,bicubic
dla102x2,94.020,5.980,99.030,0.970,41.28,224,0.875,bilinear
dpn107,93.960,6.040,98.850,1.150,86.92,224,0.875,bicubic
dpn98,93.950,6.050,98.920,1.080,61.57,224,0.875,bicubic
skresnext50_32x4d,93.950,6.050,98.820,1.180,27.48,224,0.875,bicubic
regnety_080,93.900,6.100,98.990,1.010,39.18,224,0.875,bicubic
xception71,93.900,6.100,98.950,1.050,42.34,299,0.903,bicubic
regnetx_160,93.890,6.110,99.080,0.920,54.28,224,0.875,bicubic
gluon_resnet152_v1c,93.870,6.130,98.800,1.200,60.21,224,0.875,bicubic
ese_vovnet39b,93.850,6.150,98.900,1.100,24.57,224,0.875,bicubic
cspresnet50,93.850,6.150,98.880,1.120,21.62,256,0.887,bilinear
hrnet_w64,93.850,6.150,98.920,1.080,128.06,224,0.875,bilinear
resnext50_32x4d,93.850,6.150,98.830,1.170,25.03,224,0.875,bicubic
ecaresnet50d_pruned,93.820,6.180,99.000,1.000,19.94,224,0.875,bicubic
resnext50d_32x4d,93.800,6.200,98.720,1.280,25.05,224,0.875,bicubic
efficientnet_b2_pruned,93.800,6.200,98.910,1.090,8.31,260,0.890,bicubic
regnetx_080,93.790,6.210,98.910,1.090,39.57,224,0.875,bicubic
dla169,93.780,6.220,98.840,1.160,53.39,224,0.875,bilinear
gluon_resnet101_v1b,93.770,6.230,98.710,1.290,44.55,224,0.875,bicubic
resnext101_32x8d,93.770,6.230,98.950,1.050,88.79,224,0.875,bilinear
dpn131,93.760,6.240,98.810,1.190,79.25,224,0.875,bicubic
tf_efficientnet_b0_ns,93.760,6.240,98.980,1.020,5.29,224,0.875,bicubic
cspresnext50,93.750,6.250,98.840,1.160,20.57,224,0.875,bilinear
efficientnet_em,93.750,6.250,98.920,1.080,6.90,240,0.882,bicubic
xception65,93.750,6.250,98.870,1.130,39.92,299,0.903,bicubic
wide_resnet101_2,93.730,6.270,98.810,1.190,126.89,224,0.875,bilinear
tf_efficientnet_b1,93.710,6.290,98.800,1.200,7.79,240,0.882,bicubic
hrnet_w40,93.710,6.290,98.800,1.200,57.56,224,0.875,bilinear
resnetblur50,93.710,6.290,98.800,1.200,25.56,224,0.875,bicubic
rexnet_130,93.680,6.320,98.720,1.280,7.56,224,0.875,bicubic
regnetx_040,93.680,6.320,98.950,1.050,22.12,224,0.875,bicubic
gluon_resnext50_32x4d,93.670,6.330,98.700,1.300,25.03,224,0.875,bicubic
gluon_resnet101_v1c,93.660,6.340,98.760,1.240,44.57,224,0.875,bicubic
regnetx_064,93.650,6.350,99.050,0.950,26.21,224,0.875,bicubic
xception,93.650,6.350,98.790,1.210,22.86,299,0.897,bicubic
tf_efficientnet_b1_ap,93.640,6.360,98.780,1.220,7.79,240,0.882,bicubic
hrnet_w44,93.630,6.370,98.950,1.050,67.06,224,0.875,bilinear
regnety_040,93.610,6.390,98.960,1.040,20.65,224,0.875,bicubic
dpn68b,93.600,6.400,98.710,1.290,12.61,224,0.875,bicubic
gluon_inception_v3,93.590,6.410,98.840,1.160,23.83,299,0.875,bicubic
gluon_resnet50_v1s,93.590,6.410,98.830,1.170,25.68,224,0.875,bicubic
tf_efficientnet_cc_b1_8e,93.580,6.420,98.690,1.310,39.72,240,0.882,bicubic
res2net50_26w_6s,93.570,6.430,98.750,1.250,37.05,224,0.875,bilinear
dla60_res2next,93.560,6.440,98.800,1.200,17.03,224,0.875,bilinear
gluon_resnet50_v1d,93.550,6.450,98.710,1.290,25.58,224,0.875,bicubic
res2net101_26w_4s,93.520,6.480,98.630,1.370,45.21,224,0.875,bilinear
dla102x,93.510,6.490,98.850,1.150,26.31,224,0.875,bilinear
xception41,93.480,6.520,98.760,1.240,26.97,299,0.903,bicubic
selecsls60b,93.480,6.520,98.840,1.160,32.77,224,0.875,bicubic
resnet50,93.480,6.520,98.590,1.410,25.56,224,0.875,bicubic
tf_efficientnet_em,93.470,6.530,98.750,1.250,6.90,240,0.882,bicubic
legacy_seresnet152,93.460,6.540,98.850,1.150,66.82,224,0.875,bilinear
res2net50_26w_8s,93.450,6.550,98.710,1.290,48.40,224,0.875,bilinear
legacy_seresnext50_32x4d,93.400,6.600,98.800,1.200,27.56,224,0.875,bilinear
dla60_res2net,93.390,6.610,98.840,1.160,20.85,224,0.875,bilinear
hrnet_w30,93.390,6.610,98.830,1.170,37.71,224,0.875,bilinear
dla102,93.300,6.700,98.780,1.220,33.27,224,0.875,bilinear
legacy_seresnet101,93.280,6.720,98.750,1.250,49.33,224,0.875,bilinear
mixnet_l,93.280,6.720,98.710,1.290,7.33,224,0.875,bicubic
regnetx_032,93.270,6.730,98.740,1.260,15.30,224,0.875,bicubic
resnest26d,93.260,6.740,98.840,1.160,17.07,224,0.875,bilinear
tv_resnet152,93.250,6.750,98.750,1.250,60.19,224,0.875,bilinear
tf_inception_v3,93.210,6.790,98.480,1.520,23.83,299,0.875,bicubic
dla60x,93.210,6.790,98.720,1.280,17.35,224,0.875,bilinear
res2net50_26w_4s,93.180,6.820,98.670,1.330,25.70,224,0.875,bilinear
res2next50,93.130,6.870,98.660,1.340,24.67,224,0.875,bilinear
efficientnet_b1,93.060,6.940,98.530,1.470,7.79,240,0.875,bicubic
tf_mixnet_l,93.050,6.950,98.540,1.460,7.33,224,0.875,bicubic
regnety_016,93.030,6.970,98.690,1.310,11.20,224,0.875,bicubic
res2net50_14w_8s,93.010,6.990,98.700,1.300,25.06,224,0.875,bilinear
selecsls60,93.010,6.990,98.830,1.170,30.67,224,0.875,bicubic
adv_inception_v3,92.990,7.010,98.480,1.520,23.83,299,0.875,bicubic
seresnext26t_32x4d,92.980,7.020,98.480,1.520,16.82,224,0.875,bicubic
efficientnet_b1_pruned,92.970,7.030,98.520,1.480,6.33,240,0.882,bicubic
hrnet_w32,92.950,7.050,98.840,1.160,41.23,224,0.875,bilinear
efficientnet_es,92.930,7.070,98.680,1.320,5.44,224,0.875,bicubic
gluon_resnet50_v1c,92.910,7.090,98.710,1.290,25.58,224,0.875,bicubic
tv_resnext50_32x4d,92.910,7.090,98.730,1.270,25.03,224,0.875,bilinear
inception_v3,92.900,7.100,98.320,1.680,23.83,299,0.875,bicubic
tv_resnet101,92.880,7.120,98.660,1.340,44.55,224,0.875,bilinear
densenet161,92.880,7.120,98.810,1.190,28.68,224,0.875,bicubic
tf_efficientnet_cc_b0_8e,92.860,7.140,98.460,1.540,24.01,224,0.875,bicubic
rexnet_100,92.850,7.150,98.620,1.380,4.80,224,0.875,bicubic
tf_efficientnet_cc_b0_4e,92.840,7.160,98.440,1.560,13.31,224,0.875,bicubic
res2net50_48w_2s,92.800,7.200,98.460,1.540,25.29,224,0.875,bilinear
seresnext26tn_32x4d,92.770,7.230,98.550,1.450,16.81,224,0.875,bicubic
hrnet_w18,92.760,7.240,98.650,1.350,21.30,224,0.875,bilinear
dla60,92.690,7.310,98.630,1.370,22.04,224,0.875,bilinear
densenet201,92.690,7.310,98.660,1.340,20.01,224,0.875,bicubic
legacy_seresnet50,92.670,7.330,98.660,1.340,28.09,224,0.875,bilinear
resnet34d,92.640,7.360,98.440,1.560,21.82,224,0.875,bicubic
mobilenetv2_120d,92.610,7.390,98.520,1.480,5.83,224,0.875,bicubic
vit_small_patch16_224,92.610,7.390,98.390,1.610,48.75,224,0.900,bicubic
tf_efficientnet_b0_ap,92.600,7.400,98.370,1.630,5.29,224,0.875,bicubic
legacy_seresnext26_32x4d,92.580,7.420,98.430,1.570,16.79,224,0.875,bicubic
tf_efficientnet_lite2,92.580,7.420,98.550,1.450,6.09,260,0.890,bicubic
skresnet34,92.560,7.440,98.510,1.490,22.28,224,0.875,bicubic
regnetx_016,92.560,7.440,98.550,1.450,9.19,224,0.875,bicubic
gluon_resnet50_v1b,92.550,7.450,98.550,1.450,25.56,224,0.875,bicubic
tf_efficientnet_es,92.540,7.460,98.510,1.490,5.44,224,0.875,bicubic
selecsls42b,92.480,7.520,98.440,1.560,32.46,224,0.875,bicubic
efficientnet_b0,92.470,7.530,98.680,1.320,5.29,224,0.875,bicubic
seresnext26d_32x4d,92.440,7.560,98.540,1.460,16.81,224,0.875,bicubic
densenetblur121d,92.400,7.600,98.420,1.580,8.00,224,0.875,bicubic
tf_efficientnet_b0,92.400,7.600,98.470,1.530,5.29,224,0.875,bicubic
tf_efficientnet_lite1,92.320,7.680,98.490,1.510,5.42,240,0.882,bicubic
densenet169,92.300,7.700,98.590,1.410,14.15,224,0.875,bicubic
mixnet_m,92.260,7.740,98.370,1.630,5.01,224,0.875,bicubic
dpn68,92.250,7.750,98.600,1.400,12.61,224,0.875,bicubic
resnet26d,92.230,7.770,98.470,1.530,16.01,224,0.875,bicubic
tf_mixnet_m,92.170,7.830,98.420,1.580,5.01,224,0.875,bicubic
tv_resnet50,92.130,7.870,98.420,1.580,25.56,224,0.875,bilinear
mobilenetv2_140,92.040,7.960,98.250,1.750,6.11,224,0.875,bicubic
ese_vovnet19b_dw,92.020,7.980,98.520,1.480,6.54,224,0.875,bicubic
densenet121,91.940,8.060,98.280,1.720,7.98,224,0.875,bicubic
regnety_008,91.890,8.110,98.420,1.580,6.26,224,0.875,bicubic
mixnet_s,91.780,8.220,98.300,1.700,4.13,224,0.875,bicubic
tf_mixnet_s,91.690,8.310,98.240,1.760,4.13,224,0.875,bicubic
semnasnet_100,91.660,8.340,98.260,1.740,3.89,224,0.875,bicubic
regnety_006,91.590,8.410,98.430,1.570,6.06,224,0.875,bicubic
mobilenetv3_rw,91.560,8.440,98.270,1.730,5.48,224,0.875,bicubic
mobilenetv3_large_100,91.480,8.520,98.330,1.670,5.48,224,0.875,bicubic
legacy_seresnet34,91.470,8.530,98.200,1.800,21.96,224,0.875,bilinear
resnet26,91.450,8.550,98.280,1.720,16.00,224,0.875,bicubic
tf_mobilenetv3_large_100,91.410,8.590,98.250,1.750,5.48,224,0.875,bilinear
tv_densenet121,91.390,8.610,98.250,1.750,7.98,224,0.875,bicubic
mobilenetv2_110d,91.330,8.670,98.190,1.810,4.52,224,0.875,bicubic
tf_efficientnet_lite0,91.280,8.720,98.090,1.910,4.65,224,0.875,bicubic
dla34,91.260,8.740,98.180,1.820,15.74,224,0.875,bilinear
efficientnet_lite0,91.260,8.740,98.250,1.750,4.65,224,0.875,bicubic
fbnetc_100,91.260,8.740,97.820,2.180,5.57,224,0.875,bilinear
regnetx_008,91.210,8.790,98.370,1.630,7.26,224,0.875,bicubic
mnasnet_100,91.200,8.800,98.040,1.960,4.38,224,0.875,bicubic
resnet34,91.190,8.810,98.230,1.770,21.80,224,0.875,bilinear
hrnet_w18_small_v2,91.170,8.830,98.360,1.640,15.60,224,0.875,bilinear
resnest14d,91.140,8.860,98.350,1.650,10.61,224,0.875,bilinear
gluon_resnet34_v1b,91.090,8.910,98.180,1.820,21.80,224,0.875,bicubic
swsl_resnet18,91.090,8.910,98.210,1.790,11.69,224,0.875,bilinear
regnety_004,90.760,9.240,98.080,1.920,4.34,224,0.875,bicubic
regnetx_006,90.750,9.250,98.100,1.900,6.20,224,0.875,bicubic
ssl_resnet18,90.700,9.300,98.030,1.970,11.69,224,0.875,bilinear
spnasnet_100,90.620,9.380,97.950,2.050,4.42,224,0.875,bilinear
tf_mobilenetv3_large_075,90.310,9.690,97.880,2.120,3.99,224,0.875,bilinear
tv_resnet34,90.310,9.690,97.970,2.030,21.80,224,0.875,bilinear
skresnet18,90.160,9.840,97.780,2.220,11.96,224,0.875,bicubic
resnet18d,90.000,10.000,97.840,2.160,11.71,224,0.875,bicubic
hrnet_w18_small,89.900,10.100,97.900,2.100,13.19,224,0.875,bilinear
mobilenetv2_100,89.840,10.160,97.840,2.160,3.50,224,0.875,bicubic
regnetx_004,89.450,10.550,97.780,2.220,5.16,224,0.875,bicubic
legacy_seresnet18,89.260,10.740,97.690,2.310,11.78,224,0.875,bicubic
tf_mobilenetv3_large_minimal_100,89.160,10.840,97.320,2.680,3.92,224,0.875,bilinear
gluon_resnet18_v1b,88.670,11.330,97.110,2.890,11.69,224,0.875,bicubic
regnety_002,88.220,11.780,97.430,2.570,3.16,224,0.875,bicubic
resnet18,88.170,11.830,97.120,2.880,11.69,224,0.875,bilinear
regnetx_002,87.370,12.630,96.990,3.010,2.68,224,0.875,bicubic
dla60x_c,87.080,12.920,97.140,2.860,1.32,224,0.875,bilinear
tf_mobilenetv3_small_100,85.980,14.020,96.400,3.600,2.54,224,0.875,bilinear
dla46x_c,85.470,14.530,96.450,3.550,1.07,224,0.875,bilinear
dla46_c,84.710,15.290,96.210,3.790,1.30,224,0.875,bilinear
tf_mobilenetv3_small_075,84.530,15.470,95.880,4.120,2.04,224,0.875,bilinear
tf_mobilenetv3_small_minimal_100,82.670,17.330,95.000,5.000,2.04,224,0.875,bilinear
pnasnet5large,17.870,82.130,42.120,57.880,86.06,331,0.911,bicubic
inception_resnet_v2,16.790,83.210,38.850,61.150,55.85,299,0.897,bicubic
inception_v4,16.540,83.460,37.380,62.620,42.68,299,0.875,bicubic
ens_adv_inception_resnet_v2,16.240,83.760,40.390,59.610,55.85,299,0.897,bicubic