model,top1,top1_err,top5,top5_err,param_count,img_size,cropt_pct,interpolation
tf_efficientnet_l2_ns,98.530,1.470,99.820,0.180,480.31,800,0.960,bicubic
tf_efficientnet_l2_ns_475,98.530,1.470,99.840,0.160,480.31,475,0.936,bicubic
tf_efficientnet_b7_ns,97.920,2.080,99.720,0.280,66.35,600,0.949,bicubic
dm_nfnet_f6,97.740,2.260,99.580,0.420,438.36,576,0.956,bicubic
tf_efficientnet_b6_ns,97.630,2.370,99.590,0.410,43.04,528,0.942,bicubic
dm_nfnet_f4,97.580,2.420,99.530,0.470,316.07,512,0.951,bicubic
dm_nfnet_f5,97.580,2.420,99.550,0.450,377.21,544,0.954,bicubic
ig_resnext101_32x48d,97.580,2.420,99.690,0.310,828.41,224,0.875,bilinear
tf_efficientnet_b5_ns,97.500,2.500,99.650,0.350,30.39,456,0.934,bicubic
resnetv2_152x4_bitm,97.470,2.530,99.600,0.400,936.53,480,1.000,bilinear
dm_nfnet_f3,97.400,2.600,99.590,0.410,254.92,416,0.940,bicubic
ig_resnext101_32x32d,97.320,2.680,99.660,0.340,468.53,224,0.875,bilinear
tf_efficientnet_b8,97.230,2.770,99.500,0.500,87.41,672,0.954,bicubic
tf_efficientnet_b7_ap,97.210,2.790,99.550,0.450,66.35,600,0.949,bicubic
swsl_resnext101_32x8d,97.200,2.800,99.540,0.460,88.79,224,0.875,bilinear
vit_base_resnet50_384,97.190,2.810,99.560,0.440,98.95,384,1.000,bicubic
resnetv2_152x2_bitm,97.160,2.840,99.580,0.420,236.34,480,1.000,bilinear
ecaresnet269d,97.140,2.860,99.460,0.540,102.09,352,1.000,bicubic
vit_large_patch16_384,97.130,2.870,99.640,0.360,304.72,384,1.000,bicubic
tf_efficientnet_b6_ap,97.110,2.890,99.610,0.390,43.04,528,0.942,bicubic
tf_efficientnet_b8_ap,97.100,2.900,99.660,0.340,87.41,672,0.954,bicubic
resnetv2_101x3_bitm,97.040,2.960,99.520,0.480,387.93,480,1.000,bilinear
tf_efficientnet_b7,97.010,2.990,99.520,0.480,66.35,600,0.949,bicubic
tf_efficientnet_b4_ns,96.960,3.040,99.600,0.400,19.34,380,0.922,bicubic
vit_deit_base_distilled_patch16_384,96.960,3.040,99.490,0.510,87.63,384,1.000,bicubic
dm_nfnet_f1,96.930,3.070,99.380,0.620,132.63,320,0.910,bicubic
dm_nfnet_f2,96.890,3.110,99.450,0.550,193.78,352,0.920,bicubic
ig_resnext101_32x16d,96.820,3.180,99.610,0.390,194.03,224,0.875,bilinear
seresnet152d,96.810,3.190,99.450,0.550,66.84,320,1.000,bicubic
resnetv2_50x3_bitm,96.770,3.230,99.430,0.570,217.32,480,1.000,bilinear
vit_base_patch16_384,96.740,3.260,99.480,0.520,86.86,384,1.000,bicubic
resnet200d,96.720,3.280,99.340,0.660,64.69,320,1.000,bicubic
tf_efficientnet_b6,96.690,3.310,99.370,0.630,43.04,528,0.942,bicubic
tf_efficientnet_b5_ap,96.670,3.330,99.470,0.530,30.39,456,0.934,bicubic
swsl_resnext101_32x16d,96.610,3.390,99.520,0.480,194.03,224,0.875,bilinear
resnest200e,96.550,3.450,99.320,0.680,70.20,320,0.909,bicubic
resnest269e,96.550,3.450,99.350,0.650,110.93,416,0.928,bicubic
swsl_resnext101_32x4d,96.400,3.600,99.450,0.550,44.18,224,0.875,bilinear
tf_efficientnet_b3_ns,96.380,3.620,99.340,0.660,12.23,300,0.904,bicubic
tf_efficientnet_b5,96.350,3.650,99.320,0.680,30.39,456,0.934,bicubic
resnet152d,96.350,3.650,99.370,0.630,60.21,320,1.000,bicubic
resnet101d,96.300,3.700,99.240,0.760,44.57,320,1.000,bicubic
ig_resnext101_32x8d,96.270,3.730,99.410,0.590,88.79,224,0.875,bilinear
vit_deit_base_patch16_384,96.170,3.830,99.140,0.860,86.86,384,1.000,bicubic
tf_efficientnet_b4_ap,96.150,3.850,99.250,0.750,19.34,380,0.922,bicubic
dm_nfnet_f0,96.140,3.860,99.240,0.760,71.49,256,0.900,bicubic
vit_deit_base_distilled_patch16_224,96.110,3.890,99.180,0.820,87.34,224,0.900,bicubic
resnetv2_101x1_bitm,96.090,3.910,99.310,0.690,44.54,480,1.000,bilinear
vit_large_patch16_224,95.940,4.060,99.220,0.780,304.33,224,0.900,bicubic
tresnet_xl_448,95.930,4.070,99.160,0.840,78.44,448,0.875,bilinear
resnest101e,95.910,4.090,99.180,0.820,48.28,256,0.875,bilinear
swsl_resnext50_32x4d,95.900,4.100,99.250,0.750,25.03,224,0.875,bilinear
tf_efficientnet_b4,95.870,4.130,99.140,0.860,19.34,380,0.922,bicubic
tresnet_l_448,95.850,4.150,99.140,0.860,55.99,448,0.875,bilinear
vit_base_patch32_384,95.820,4.180,99.150,0.850,88.30,384,1.000,bicubic
vit_large_patch32_384,95.810,4.190,99.150,0.850,306.63,384,1.000,bicubic
tf_efficientnet_b2_ns,95.750,4.250,99.150,0.850,9.11,260,0.890,bicubic
efficientnet_b3a,95.720,4.280,99.050,0.950,12.23,320,1.000,bicubic
pnasnet5large,95.690,4.310,98.900,1.100,86.06,331,0.911,bicubic
nasnetalarge,95.690,4.310,98.950,1.050,88.75,331,0.911,bicubic
ssl_resnext101_32x16d,95.640,4.360,99.130,0.870,194.03,224,0.875,bilinear
swsl_resnet50,95.550,4.450,99.260,0.740,25.56,224,0.875,bilinear
ecaresnet50t,95.520,4.480,99.110,0.890,25.57,320,0.950,bicubic
ssl_resnext101_32x4d,95.510,4.490,99.060,0.940,44.18,224,0.875,bilinear
ecaresnet101d,95.490,4.510,99.090,0.910,44.57,224,0.875,bicubic
tresnet_xl,95.470,4.530,99.140,0.860,78.44,224,0.875,bilinear
ssl_resnext101_32x8d,95.440,4.560,99.140,0.860,88.79,224,0.875,bilinear
vit_deit_base_patch16_224,95.440,4.560,98.820,1.180,86.57,224,0.900,bicubic
efficientnet_b3,95.420,4.580,99.100,0.900,12.23,300,0.904,bicubic
vit_base_patch16_224,95.360,4.640,99.000,1.000,86.57,224,0.900,bicubic
tf_efficientnet_b3_ap,95.310,4.690,98.940,1.060,12.23,300,0.904,bicubic
gernet_l,95.190,4.810,98.870,1.130,31.08,256,0.875,bilinear
regnety_032,95.180,4.820,99.140,0.860,19.44,224,0.875,bicubic
tf_efficientnet_b1_ns,95.180,4.820,99.080,0.920,7.79,240,0.882,bicubic
tresnet_l,95.180,4.820,99.010,0.990,55.99,224,0.875,bilinear
gluon_resnet152_v1s,95.110,4.890,98.930,1.070,60.32,224,0.875,bicubic
ecaresnet101d_pruned,95.080,4.920,98.960,1.040,24.88,224,0.875,bicubic
seresnext50_32x4d,95.080,4.920,98.910,1.090,27.56,224,0.875,bicubic
wide_resnet50_2,95.040,4.960,98.990,1.010,68.88,224,0.875,bicubic
resnest50d_4s2x40d,95.040,4.960,99.090,0.910,30.42,224,0.875,bicubic
resnetv2_50x1_bitm,95.030,4.970,99.170,0.830,25.55,480,1.000,bilinear
tf_efficientnet_b3,95.020,4.980,98.900,1.100,12.23,300,0.904,bicubic
rexnet_200,95.000,5.000,98.970,1.030,16.37,224,0.875,bicubic
tf_efficientnet_lite4,94.980,5.020,98.990,1.010,13.01,380,0.920,bilinear
tresnet_m_448,94.980,5.020,98.990,1.010,31.39,448,0.875,bilinear
legacy_senet154,94.970,5.030,98.870,1.130,115.09,224,0.875,bilinear
gluon_senet154,94.950,5.050,98.740,1.260,115.09,224,0.875,bicubic
gluon_seresnext101_32x4d,94.940,5.060,98.730,1.270,48.96,224,0.875,bicubic
ssl_resnext50_32x4d,94.930,5.070,98.850,1.150,25.03,224,0.875,bilinear
gluon_seresnext101_64x4d,94.880,5.120,98.840,1.160,88.23,224,0.875,bicubic
gluon_resnet101_v1s,94.750,5.250,98.890,1.110,44.67,224,0.875,bicubic
vit_deit_small_distilled_patch16_224,94.720,5.280,99.030,0.970,22.44,224,0.900,bicubic
ecaresnetlight,94.690,5.310,98.800,1.200,30.16,224,0.875,bicubic
gernet_m,94.670,5.330,98.840,1.160,21.14,224,0.875,bilinear
resnest50d,94.670,5.330,98.790,1.210,27.48,224,0.875,bilinear
gluon_resnet152_v1d,94.660,5.340,98.780,1.220,60.21,224,0.875,bicubic
resnest50d_1s4x24d,94.660,5.340,99.000,1.000,25.68,224,0.875,bicubic
efficientnet_b3_pruned,94.630,5.370,98.770,1.230,9.86,300,0.904,bicubic
gluon_resnext101_32x4d,94.630,5.370,98.630,1.370,44.18,224,0.875,bicubic
nf_resnet50,94.620,5.380,98.780,1.220,25.56,288,0.940,bicubic
efficientnet_b2a,94.620,5.380,98.730,1.270,9.11,288,1.000,bicubic
regnety_320,94.610,5.390,98.840,1.160,145.05,224,0.875,bicubic
ecaresnet50d,94.610,5.390,98.870,1.130,25.58,224,0.875,bicubic
tresnet_m,94.600,5.400,98.560,1.440,31.39,224,0.875,bilinear
cspdarknet53,94.590,5.410,98.780,1.220,27.64,256,0.887,bilinear
efficientnet_b2,94.560,5.440,98.720,1.280,9.11,260,0.875,bicubic
gluon_resnext101_64x4d,94.550,5.450,98.640,1.360,83.46,224,0.875,bicubic
repvgg_b3,94.550,5.450,98.750,1.250,123.09,224,0.875,bilinear
seresnet50,94.500,5.500,98.710,1.290,28.09,224,0.875,bicubic
repvgg_b3g4,94.490,5.510,98.950,1.050,83.83,224,0.875,bilinear
inception_resnet_v2,94.490,5.510,98.770,1.230,55.84,299,0.897,bicubic
tf_efficientnet_b2_ap,94.460,5.540,98.640,1.360,9.11,260,0.890,bicubic
cspresnext50,94.440,5.560,98.720,1.280,20.57,224,0.875,bilinear
legacy_seresnext101_32x4d,94.430,5.570,98.580,1.420,48.96,224,0.875,bilinear
regnety_120,94.430,5.570,98.870,1.130,51.82,224,0.875,bicubic
ssl_resnet50,94.430,5.570,98.870,1.130,25.56,224,0.875,bilinear
tf_efficientnet_el,94.420,5.580,98.750,1.250,10.59,300,0.904,bicubic
regnety_160,94.410,5.590,98.880,1.120,83.59,224,0.875,bicubic
tf_efficientnet_b2,94.400,5.600,98.610,1.390,9.11,260,0.890,bicubic
rexnet_150,94.400,5.600,98.820,1.180,9.73,224,0.875,bicubic
inception_v4,94.360,5.640,98.560,1.440,42.68,299,0.875,bicubic
vit_deit_small_patch16_224,94.350,5.650,98.670,1.330,22.05,224,0.900,bicubic
regnetx_320,94.340,5.660,98.810,1.190,107.81,224,0.875,bicubic
resnet50d,94.340,5.660,98.730,1.270,25.58,224,0.875,bicubic
dpn107,94.330,5.670,98.530,1.470,86.92,224,0.875,bicubic
ecaresnet26t,94.320,5.680,98.710,1.290,16.01,320,0.950,bicubic
gluon_seresnext50_32x4d,94.310,5.690,98.590,1.410,27.56,224,0.875,bicubic
ecaresnet50d_pruned,94.280,5.720,98.790,1.210,19.94,224,0.875,bicubic
xception71,94.280,5.720,98.620,1.380,42.34,299,0.903,bicubic
gluon_resnet101_v1d,94.270,5.730,98.640,1.360,44.57,224,0.875,bicubic
gluon_xception65,94.250,5.750,98.590,1.410,39.92,299,0.903,bicubic
tf_efficientnet_lite3,94.240,5.760,98.630,1.370,8.20,300,0.904,bilinear
regnety_064,94.230,5.770,98.750,1.250,30.58,224,0.875,bicubic
regnetx_160,94.220,5.780,98.800,1.200,54.28,224,0.875,bicubic
dpn92,94.210,5.790,98.730,1.270,37.67,224,0.875,bicubic
skresnext50_32x4d,94.200,5.800,98.460,1.540,27.48,224,0.875,bicubic
mixnet_xl,94.190,5.810,98.350,1.650,11.90,224,0.875,bicubic
gluon_resnet152_v1c,94.180,5.820,98.640,1.360,60.21,224,0.875,bicubic
regnety_080,94.160,5.840,98.700,1.300,39.18,224,0.875,bicubic
resnext50d_32x4d,94.160,5.840,98.540,1.460,25.05,224,0.875,bicubic
ens_adv_inception_resnet_v2,94.160,5.840,98.630,1.370,55.84,299,0.897,bicubic
gluon_resnet152_v1b,94.160,5.840,98.520,1.480,60.19,224,0.875,bicubic
ese_vovnet39b,94.160,5.840,98.690,1.310,24.57,224,0.875,bicubic
nf_regnet_b1,94.140,5.860,98.600,1.400,10.22,288,0.900,bicubic
regnetx_120,94.120,5.880,98.740,1.260,46.11,224,0.875,bicubic
dpn98,94.100,5.900,98.580,1.420,61.57,224,0.875,bicubic
efficientnet_b2_pruned,94.090,5.910,98.520,1.480,8.31,260,0.890,bicubic
hrnet_w64,94.030,5.970,98.490,1.510,128.06,224,0.875,bilinear
resnext50_32x4d,94.010,5.990,98.390,1.610,25.03,224,0.875,bicubic
resnetblur50,93.980,6.020,98.520,1.480,25.56,224,0.875,bicubic
tf_efficientnet_cc_b1_8e,93.960,6.040,98.240,1.760,39.72,240,0.882,bicubic
dla102x2,93.940,6.060,98.560,1.440,41.28,224,0.875,bilinear
regnetx_064,93.940,6.060,98.670,1.330,26.21,224,0.875,bicubic
regnety_040,93.930,6.070,98.690,1.310,20.65,224,0.875,bicubic
resnet50,93.930,6.070,98.340,1.660,25.56,224,0.875,bicubic
repvgg_b2g4,93.920,6.080,98.600,1.400,61.76,224,0.875,bilinear
regnetx_080,93.900,6.100,98.540,1.460,39.57,224,0.875,bicubic
efficientnet_em,93.900,6.100,98.820,1.180,6.90,240,0.882,bicubic
dpn131,93.880,6.120,98.740,1.260,79.25,224,0.875,bicubic
wide_resnet101_2,93.880,6.120,98.570,1.430,126.89,224,0.875,bilinear
resnext101_32x8d,93.860,6.140,98.650,1.350,88.79,224,0.875,bilinear
rexnet_130,93.840,6.160,98.400,1.600,7.56,224,0.875,bicubic
hrnet_w48,93.830,6.170,98.630,1.370,77.47,224,0.875,bilinear
gluon_resnet101_v1c,93.790,6.210,98.400,1.600,44.57,224,0.875,bicubic
gluon_resnet101_v1b,93.760,6.240,98.470,1.530,44.55,224,0.875,bicubic
xception65,93.760,6.240,98.350,1.650,39.92,299,0.903,bicubic
cspresnet50,93.750,6.250,98.670,1.330,21.62,256,0.887,bilinear
legacy_seresnext50_32x4d,93.740,6.260,98.510,1.490,27.56,224,0.875,bilinear
gluon_resnext50_32x4d,93.720,6.280,98.470,1.530,25.03,224,0.875,bicubic
gluon_resnet50_v1d,93.710,6.290,98.390,1.610,25.58,224,0.875,bicubic
gluon_resnet50_v1s,93.700,6.300,98.470,1.530,25.68,224,0.875,bicubic
tf_efficientnet_b1_ap,93.700,6.300,98.370,1.630,7.79,240,0.882,bicubic
hrnet_w44,93.660,6.340,98.690,1.310,67.06,224,0.875,bilinear
res2net50_26w_8s,93.650,6.350,98.270,1.730,48.40,224,0.875,bilinear
res2net101_26w_4s,93.650,6.350,98.400,1.600,45.21,224,0.875,bilinear
dpn68b,93.600,6.400,98.510,1.490,12.61,224,0.875,bicubic
dla102x,93.560,6.440,98.560,1.440,26.31,224,0.875,bilinear
regnetx_040,93.550,6.450,98.460,1.540,22.12,224,0.875,bicubic
res2net50_26w_6s,93.530,6.470,98.430,1.570,37.05,224,0.875,bilinear
tf_efficientnet_b0_ns,93.520,6.480,98.620,1.380,5.29,224,0.875,bicubic
tf_efficientnet_b1,93.490,6.510,98.340,1.660,7.79,240,0.882,bicubic
hrnet_w32,93.470,6.530,98.390,1.610,41.23,224,0.875,bilinear
gluon_inception_v3,93.460,6.540,98.600,1.400,23.83,299,0.875,bicubic
xception41,93.460,6.540,98.410,1.590,26.97,299,0.903,bicubic
hrnet_w40,93.450,6.550,98.570,1.430,57.56,224,0.875,bilinear
repvgg_b2,93.440,6.560,98.700,1.300,89.02,224,0.875,bilinear
resnest26d,93.440,6.560,98.600,1.400,17.07,224,0.875,bilinear
mixnet_l,93.440,6.560,98.270,1.730,7.33,224,0.875,bicubic
repvgg_b1,93.410,6.590,98.530,1.470,57.42,224,0.875,bilinear
dla169,93.390,6.610,98.550,1.450,53.39,224,0.875,bilinear
xception,93.380,6.620,98.520,1.480,22.86,299,0.897,bicubic
tf_mixnet_l,93.360,6.640,98.040,1.960,7.33,224,0.875,bicubic
legacy_seresnet152,93.330,6.670,98.380,1.620,66.82,224,0.875,bilinear
tv_resnet152,93.330,6.670,98.370,1.630,60.19,224,0.875,bilinear
selecsls60b,93.300,6.700,98.310,1.690,32.77,224,0.875,bicubic
legacy_seresnet101,93.280,6.720,98.470,1.530,49.33,224,0.875,bilinear
tf_inception_v3,93.270,6.730,98.050,1.950,23.83,299,0.875,bicubic
efficientnet_b1,93.250,6.750,98.170,1.830,7.79,240,0.875,bicubic
regnety_016,93.250,6.750,98.400,1.600,11.20,224,0.875,bicubic
dla60_res2net,93.190,6.810,98.390,1.610,20.85,224,0.875,bilinear
dla60_res2next,93.170,6.830,98.430,1.570,17.03,224,0.875,bilinear
dla60x,93.130,6.870,98.520,1.480,17.35,224,0.875,bilinear
hrnet_w30,93.130,6.870,98.400,1.600,37.71,224,0.875,bilinear
dla102,93.090,6.910,98.490,1.510,33.27,224,0.875,bilinear
rexnet_100,93.080,6.920,98.150,1.850,4.80,224,0.875,bicubic
efficientnet_es,93.070,6.930,98.480,1.520,5.44,224,0.875,bicubic
regnetx_032,93.060,6.940,98.340,1.660,15.30,224,0.875,bicubic
gluon_resnet50_v1c,93.030,6.970,98.330,1.670,25.58,224,0.875,bicubic
legacy_seresnet50,93.010,6.990,98.180,1.820,28.09,224,0.875,bilinear
selecsls60,92.960,7.040,98.220,1.780,30.67,224,0.875,bicubic
tf_efficientnet_em,92.940,7.060,98.190,1.810,6.90,240,0.882,bicubic
adv_inception_v3,92.890,7.110,98.170,1.830,23.83,299,0.875,bicubic
res2next50,92.890,7.110,98.190,1.810,24.67,224,0.875,bilinear
repvgg_b1g4,92.820,7.180,98.380,1.620,39.97,224,0.875,bilinear
tf_efficientnet_cc_b0_8e,92.820,7.180,98.260,1.740,24.01,224,0.875,bicubic
tv_resnet101,92.810,7.190,98.260,1.740,44.55,224,0.875,bilinear
res2net50_14w_8s,92.800,7.200,98.170,1.830,25.06,224,0.875,bilinear
resnet34d,92.770,7.230,98.260,1.740,21.82,224,0.875,bicubic
tv_resnext50_32x4d,92.770,7.230,98.200,1.800,25.03,224,0.875,bilinear
efficientnet_b1_pruned,92.760,7.240,98.040,1.960,6.33,240,0.882,bicubic
vit_small_patch16_224,92.730,7.270,97.920,2.080,48.75,224,0.900,bicubic
inception_v3,92.710,7.290,97.960,2.040,23.83,299,0.875,bicubic
seresnext26t_32x4d,92.700,7.300,98.380,1.620,16.81,224,0.875,bicubic
tf_efficientnet_lite2,92.690,7.310,98.220,1.780,6.09,260,0.890,bicubic
densenet161,92.680,7.320,98.350,1.650,28.68,224,0.875,bicubic
seresnext26d_32x4d,92.680,7.320,98.130,1.870,16.81,224,0.875,bicubic
densenet201,92.670,7.330,98.260,1.740,20.01,224,0.875,bicubic
gluon_resnet50_v1b,92.620,7.380,98.170,1.830,25.56,224,0.875,bicubic
tf_efficientnet_lite1,92.600,7.400,98.050,1.950,5.42,240,0.882,bicubic
res2net50_48w_2s,92.580,7.420,98.070,1.930,25.29,224,0.875,bilinear
tf_efficientnet_cc_b0_4e,92.560,7.440,98.140,1.860,13.31,224,0.875,bicubic
efficientnet_b0,92.550,7.450,98.080,1.920,5.29,224,0.875,bicubic
legacy_seresnext26_32x4d,92.520,7.480,98.150,1.850,16.79,224,0.875,bicubic
res2net50_26w_4s,92.480,7.520,98.140,1.860,25.70,224,0.875,bilinear
mobilenetv2_120d,92.470,7.530,98.000,2.000,5.83,224,0.875,bicubic
mixnet_m,92.450,7.550,97.870,2.130,5.01,224,0.875,bicubic
skresnet34,92.410,7.590,98.220,1.780,22.28,224,0.875,bicubic
tf_mixnet_m,92.380,7.620,97.910,2.090,5.01,224,0.875,bicubic
hrnet_w18,92.320,7.680,98.310,1.690,21.30,224,0.875,bilinear
ese_vovnet19b_dw,92.300,7.700,98.080,1.920,6.54,224,0.875,bicubic
tf_efficientnet_b0,92.260,7.740,97.900,2.100,5.29,224,0.875,bicubic
selecsls42b,92.240,7.760,98.200,1.800,32.46,224,0.875,bicubic
tf_efficientnet_b0_ap,92.180,7.820,98.050,1.950,5.29,224,0.875,bicubic
dla60,92.140,7.860,98.060,1.940,22.04,224,0.875,bilinear
regnetx_016,92.140,7.860,98.280,1.720,9.19,224,0.875,bicubic
repvgg_a2,92.120,7.880,98.200,1.800,28.21,224,0.875,bilinear
densenet169,92.080,7.920,98.170,1.830,14.15,224,0.875,bicubic
resnet26d,92.080,7.920,98.000,2.000,16.01,224,0.875,bicubic
dpn68,92.060,7.940,98.060,1.940,12.61,224,0.875,bicubic
tf_efficientnet_es,92.000,8.000,97.890,2.110,5.44,224,0.875,bicubic
gernet_s,91.960,8.040,98.210,1.790,8.17,224,0.875,bilinear
tv_resnet50,91.910,8.090,98.060,1.940,25.56,224,0.875,bilinear
mobilenetv2_140,91.860,8.140,97.870,2.130,6.11,224,0.875,bicubic
regnety_008,91.860,8.140,98.190,1.810,6.26,224,0.875,bicubic
mixnet_s,91.830,8.170,97.690,2.310,4.13,224,0.875,bicubic
densenetblur121d,91.750,8.250,98.100,1.900,8.00,224,0.875,bicubic
densenet121,91.700,8.300,98.010,1.990,7.98,224,0.875,bicubic
resnest14d,91.530,8.470,97.950,2.050,10.61,224,0.875,bilinear
repvgg_b0,91.420,8.580,97.920,2.080,15.82,224,0.875,bilinear
tf_mixnet_s,91.420,8.580,97.610,2.390,4.13,224,0.875,bicubic
hrnet_w18_small_v2,91.340,8.660,97.950,2.050,15.60,224,0.875,bilinear
regnety_006,91.280,8.720,97.810,2.190,6.06,224,0.875,bicubic
semnasnet_100,91.260,8.740,97.560,2.440,3.89,224,0.875,bicubic
mobilenetv3_rw,91.200,8.800,97.650,2.350,5.48,224,0.875,bicubic
resnet34,91.180,8.820,97.550,2.450,21.80,224,0.875,bilinear
resnet26,91.180,8.820,97.800,2.200,16.00,224,0.875,bicubic
regnetx_008,91.180,8.820,97.730,2.270,7.26,224,0.875,bicubic
mobilenetv3_large_100,91.120,8.880,97.700,2.300,5.48,224,0.875,bicubic
tf_mobilenetv3_large_100,91.110,8.890,97.670,2.330,5.48,224,0.875,bilinear
efficientnet_lite0,91.070,8.930,97.660,2.340,4.65,224,0.875,bicubic
tf_efficientnet_lite0,91.020,8.980,97.420,2.580,4.65,224,0.875,bicubic
tv_densenet121,90.980,9.020,97.740,2.260,7.98,224,0.875,bicubic
gluon_resnet34_v1b,90.970,9.030,97.640,2.360,21.80,224,0.875,bicubic
legacy_seresnet34,90.970,9.030,97.610,2.390,21.96,224,0.875,bilinear
mobilenetv2_110d,90.860,9.140,97.610,2.390,4.52,224,0.875,bicubic
fbnetc_100,90.850,9.150,97.240,2.760,5.57,224,0.875,bilinear
dla34,90.790,9.210,97.590,2.410,15.74,224,0.875,bilinear
swsl_resnet18,90.770,9.230,97.770,2.230,11.69,224,0.875,bilinear
vit_deit_tiny_distilled_patch16_224,90.670,9.330,97.560,2.440,5.91,224,0.900,bicubic
regnety_004,90.480,9.520,97.510,2.490,4.34,224,0.875,bicubic
mnasnet_100,90.460,9.540,97.490,2.510,4.38,224,0.875,bicubic
regnetx_006,90.380,9.620,97.320,2.680,6.20,224,0.875,bicubic
spnasnet_100,90.370,9.630,97.160,2.840,4.42,224,0.875,bilinear
ssl_resnet18,90.250,9.750,97.620,2.380,11.69,224,0.875,bilinear
vgg19_bn,90.090,9.910,97.610,2.390,143.68,224,0.875,bilinear
vgg16_bn,90.040,9.960,97.360,2.640,138.37,224,0.875,bilinear
tv_resnet34,89.970,10.030,97.390,2.610,21.80,224,0.875,bilinear
skresnet18,89.760,10.240,97.320,2.680,11.96,224,0.875,bicubic
tf_mobilenetv3_large_075,89.660,10.340,97.280,2.720,3.99,224,0.875,bilinear
vit_deit_tiny_patch16_224,89.650,10.350,97.440,2.560,5.72,224,0.900,bicubic
mobilenetv2_100,89.460,10.540,97.200,2.800,3.50,224,0.875,bicubic
resnet18d,89.150,10.850,97.220,2.780,11.71,224,0.875,bicubic
vgg19,89.120,10.880,96.900,3.100,143.67,224,0.875,bilinear
regnetx_004,89.030,10.970,97.090,2.910,5.16,224,0.875,bicubic
tf_mobilenetv3_large_minimal_100,88.940,11.060,96.810,3.190,3.92,224,0.875,bilinear
legacy_seresnet18,88.910,11.090,96.990,3.010,11.78,224,0.875,bicubic
vgg13_bn,88.840,11.160,96.980,3.020,133.05,224,0.875,bilinear
hrnet_w18_small,88.810,11.190,96.990,3.010,13.19,224,0.875,bilinear
vgg16,88.640,11.360,96.780,3.220,138.36,224,0.875,bilinear
gluon_resnet18_v1b,88.280,11.720,96.640,3.360,11.69,224,0.875,bicubic
vgg11_bn,87.560,12.440,96.800,3.200,132.87,224,0.875,bilinear
regnety_002,87.400,12.600,96.670,3.330,3.16,224,0.875,bicubic
resnet18,87.400,12.600,96.280,3.720,11.69,224,0.875,bilinear
vgg13,87.060,12.940,96.240,3.760,133.05,224,0.875,bilinear
vgg11,86.560,13.440,96.220,3.780,132.86,224,0.875,bilinear
dla60x_c,86.260,13.740,96.100,3.900,1.32,224,0.875,bilinear
regnetx_002,86.150,13.850,96.020,3.980,2.68,224,0.875,bicubic
tf_mobilenetv3_small_100,85.350,14.650,95.640,4.360,2.54,224,0.875,bilinear
dla46x_c,84.430,15.570,95.340,4.660,1.07,224,0.875,bilinear
dla46_c,83.560,16.440,94.890,5.110,1.30,224,0.875,bilinear
tf_mobilenetv3_small_075,83.470,16.530,94.700,5.300,2.04,224,0.875,bilinear
tf_mobilenetv3_small_minimal_100,81.550,18.450,93.710,6.290,2.04,224,0.875,bilinear