results/results-imagenet-r-clean.csv

model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,98.160,1.840,99.880,0.120,305.08,448,1.000,bicubic
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,98.030,1.970,99.890,0.110,305.08,448,1.000,bicubic
eva_giant_patch14_560.m30m_ft_in22k_in1k,98.000,2.000,99.860,0.140,"1,014.45",560,1.000,bicubic
eva_giant_patch14_336.m30m_ft_in22k_in1k,97.990,2.010,99.900,0.100,"1,013.01",336,1.000,bicubic
convnextv2_huge.fcmae_ft_in22k_in1k_384,97.870,2.130,99.910,0.090,660.29,384,1.000,bicubic
eva_large_patch14_336.in22k_ft_in22k_in1k,97.860,2.140,99.880,0.120,304.53,336,1.000,bicubic
eva02_large_patch14_448.mim_in22k_ft_in1k,97.860,2.140,99.800,0.200,305.08,448,1.000,bicubic
eva_giant_patch14_336.clip_ft_in1k,97.860,2.140,99.790,0.210,"1,013.01",336,1.000,bicubic
eva02_large_patch14_448.mim_m38m_ft_in1k,97.830,2.170,99.820,0.180,305.08,448,1.000,bicubic
convnextv2_huge.fcmae_ft_in22k_in1k_512,97.810,2.190,99.860,0.140,660.29,512,1.000,bicubic
eva_large_patch14_336.in22k_ft_in1k,97.810,2.190,99.840,0.160,304.53,336,1.000,bicubic
beit_large_patch16_384.in22k_ft_in22k_in1k,97.810,2.190,99.790,0.210,305.00,384,1.000,bicubic
tf_efficientnet_l2.ns_jft_in1k,97.780,2.220,99.890,0.110,480.31,800,0.960,bicubic
regnety_1280.swag_ft_in1k,97.780,2.220,99.860,0.140,644.81,384,1.000,bicubic
beit_large_patch16_512.in22k_ft_in22k_in1k,97.780,2.220,99.820,0.180,305.67,512,1.000,bicubic
maxvit_base_tf_512.in21k_ft_in1k,97.760,2.240,99.860,0.140,119.88,512,1.000,bicubic
maxvit_xlarge_tf_512.in21k_ft_in1k,97.760,2.240,99.820,0.180,475.77,512,1.000,bicubic
tf_efficientnet_l2.ns_jft_in1k_475,97.750,2.250,99.820,0.180,480.31,475,0.936,bicubic
convnext_xxlarge.clip_laion2b_soup_ft_in1k,97.750,2.250,99.810,0.190,846.47,256,1.000,bicubic
beitv2_large_patch16_224.in1k_ft_in22k_in1k,97.750,2.250,99.790,0.210,304.43,224,0.950,bicubic
maxvit_xlarge_tf_384.in21k_ft_in1k,97.740,2.260,99.850,0.150,475.32,384,1.000,bicubic
eva02_base_patch14_448.mim_in22k_ft_in1k,97.720,2.280,99.760,0.240,87.12,448,1.000,bicubic
maxvit_large_tf_512.in21k_ft_in1k,97.670,2.330,99.730,0.270,212.33,512,1.000,bicubic
caformer_b36.sail_in22k_ft_in1k_384,97.660,2.340,99.860,0.140,98.75,384,1.000,bicubic
maxvit_large_tf_384.in21k_ft_in1k,97.660,2.340,99.820,0.180,212.03,384,1.000,bicubic
convnextv2_large.fcmae_ft_in22k_in1k_384,97.630,2.370,99.800,0.200,197.96,384,1.000,bicubic
eva_large_patch14_196.in22k_ft_in22k_in1k,97.620,2.380,99.810,0.190,304.14,196,1.000,bicubic
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,97.610,2.390,99.820,0.180,87.12,448,1.000,bicubic
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,97.610,2.390,99.780,0.220,632.46,336,1.000,bicubic
vit_large_patch14_clip_224.openai_ft_in12k_in1k,97.610,2.390,99.730,0.270,304.20,224,1.000,bicubic
vit_large_patch14_clip_336.openai_ft_in12k_in1k,97.600,2.400,99.730,0.270,304.53,336,1.000,bicubic
convnext_xlarge.fb_in22k_ft_in1k_384,97.590,2.410,99.770,0.230,350.20,384,1.000,bicubic
deit3_large_patch16_384.fb_in22k_ft_in1k,97.580,2.420,99.710,0.290,304.76,384,1.000,bicubic
eva_giant_patch14_224.clip_ft_in1k,97.570,2.430,99.710,0.290,"1,012.56",224,0.900,bicubic
maxvit_base_tf_384.in21k_ft_in1k,97.560,2.440,99.760,0.240,119.65,384,1.000,bicubic
eva_large_patch14_196.in22k_ft_in1k,97.520,2.480,99.790,0.210,304.14,196,1.000,bicubic
convformer_b36.sail_in22k_ft_in1k_384,97.490,2.510,99.760,0.240,99.88,384,1.000,bicubic
beit_large_patch16_224.in22k_ft_in22k_in1k,97.480,2.520,99.690,0.310,304.43,224,0.900,bicubic
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,97.470,2.530,99.760,0.240,200.13,384,1.000,bicubic
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,97.460,2.540,99.780,0.220,304.53,336,1.000,bicubic
convnext_xlarge.fb_in22k_ft_in1k,97.450,2.550,99.820,0.180,350.20,288,1.000,bicubic
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,97.450,2.550,99.760,0.240,116.09,384,1.000,bicubic
vit_large_patch14_clip_224.openai_ft_in1k,97.440,2.560,99.680,0.320,304.20,224,1.000,bicubic
vit_large_patch16_384.augreg_in21k_ft_in1k,97.410,2.590,99.780,0.220,304.72,384,1.000,bicubic
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,97.390,2.610,99.740,0.260,304.20,224,1.000,bicubic
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,97.390,2.610,99.730,0.270,200.13,384,1.000,bicubic
regnety_1280.swag_lc_in1k,97.390,2.610,99.730,0.270,644.81,224,0.965,bicubic
regnety_320.swag_ft_in1k,97.380,2.620,99.760,0.240,145.05,384,1.000,bicubic
convnextv2_base.fcmae_ft_in22k_in1k_384,97.380,2.620,99.720,0.280,88.72,384,1.000,bicubic
caformer_m36.sail_in22k_ft_in1k_384,97.370,2.630,99.790,0.210,56.20,384,1.000,bicubic
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,97.370,2.630,99.700,0.300,73.88,384,1.000,bicubic
convformer_m36.sail_in22k_ft_in1k_384,97.370,2.630,99.680,0.320,57.05,384,1.000,bicubic
caformer_b36.sail_in22k_ft_in1k,97.360,2.640,99.830,0.170,98.75,224,1.000,bicubic
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,97.360,2.640,99.800,0.200,632.05,224,1.000,bicubic
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,97.340,2.660,99.690,0.310,116.14,384,1.000,bicubic
tf_efficientnetv2_xl.in21k_ft_in1k,97.330,2.670,99.600,0.400,208.12,512,1.000,bicubic
beit_base_patch16_384.in22k_ft_in22k_in1k,97.320,2.680,99.720,0.280,86.74,384,1.000,bicubic
tf_efficientnetv2_l.in21k_ft_in1k,97.320,2.680,99.640,0.360,118.52,480,1.000,bicubic
convnextv2_large.fcmae_ft_in22k_in1k,97.310,2.690,99.760,0.240,197.96,288,1.000,bicubic
beitv2_large_patch16_224.in1k_ft_in1k,97.310,2.690,99.740,0.260,304.43,224,0.950,bicubic
deit3_large_patch16_224.fb_in22k_ft_in1k,97.310,2.690,99.680,0.320,304.37,224,1.000,bicubic
convnext_large.fb_in22k_ft_in1k_384,97.300,2.700,99.760,0.240,197.77,384,1.000,bicubic
volo_d5_512.sail_in1k,97.300,2.700,99.760,0.240,296.09,512,1.150,bicubic
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,97.290,2.710,99.780,0.220,93.59,320,1.000,bicubic
caformer_s36.sail_in22k_ft_in1k_384,97.290,2.710,99.720,0.280,39.30,384,1.000,bicubic
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,97.280,2.720,99.780,0.220,196.74,384,1.000,bicubic
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,97.270,2.730,99.790,0.210,87.92,384,1.000,bicubic
convformer_b36.sail_in22k_ft_in1k,97.260,2.740,99.750,0.250,99.88,224,1.000,bicubic
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,97.260,2.740,99.740,0.260,200.13,320,1.000,bicubic
convnext_base.fb_in22k_ft_in1k_384,97.260,2.740,99.710,0.290,88.59,384,1.000,bicubic
convnextv2_huge.fcmae_ft_in1k,97.250,2.750,99.720,0.280,660.29,288,1.000,bicubic
deit3_huge_patch14_224.fb_in22k_ft_in1k,97.250,2.750,99.720,0.280,632.13,224,1.000,bicubic
volo_d5_448.sail_in1k,97.240,2.760,99.740,0.260,295.91,448,1.150,bicubic
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,97.240,2.760,99.710,0.290,196.74,256,0.900,bicubic
deit3_base_patch16_384.fb_in22k_ft_in1k,97.240,2.760,99.670,0.330,86.88,384,1.000,bicubic
vit_large_patch14_clip_336.laion2b_ft_in1k,97.230,2.770,99.720,0.280,304.53,336,1.000,bicubic
convnext_large.fb_in22k_ft_in1k,97.220,2.780,99.730,0.270,197.77,288,1.000,bicubic
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,97.220,2.780,99.700,0.300,86.86,384,1.000,bicubic
convnext_base.fb_in22k_ft_in1k,97.200,2.800,99.760,0.240,88.59,288,1.000,bicubic
convnextv2_base.fcmae_ft_in22k_in1k,97.200,2.800,99.760,0.240,88.72,288,1.000,bicubic
tf_efficientnet_b7.ns_jft_in1k,97.190,2.810,99.700,0.300,66.35,600,0.949,bicubic
maxvit_small_tf_512.in1k,97.190,2.810,99.620,0.380,69.13,512,1.000,bicubic
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,97.180,2.820,99.650,0.350,73.88,224,0.950,bicubic
regnety_160.swag_ft_in1k,97.170,2.830,99.780,0.220,83.59,384,1.000,bicubic
seresnextaa101d_32x8d.sw_in12k_ft_in1k,97.170,2.830,99.740,0.260,93.59,288,1.000,bicubic
swin_large_patch4_window12_384.ms_in22k_ft_in1k,97.170,2.830,99.680,0.320,196.74,384,1.000,bicubic
maxvit_base_tf_512.in1k,97.170,2.830,99.640,0.360,119.88,512,1.000,bicubic
caformer_b36.sail_in1k_384,97.160,2.840,99.610,0.390,98.75,384,1.000,bicubic
swin_base_patch4_window12_384.ms_in22k_ft_in1k,97.130,2.870,99.780,0.220,87.90,384,1.000,bicubic
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,97.130,2.870,99.720,0.280,200.13,256,1.000,bicubic
vit_base_patch16_clip_384.openai_ft_in12k_in1k,97.120,2.880,99.640,0.360,86.86,384,0.950,bicubic
maxvit_base_tf_384.in1k,97.120,2.880,99.570,0.430,119.65,384,1.000,bicubic
convnext_small.fb_in22k_ft_in1k_384,97.110,2.890,99.640,0.360,50.22,384,1.000,bicubic
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,97.110,2.890,99.600,0.400,116.14,224,0.950,bicubic
vit_huge_patch14_clip_224.laion2b_ft_in1k,97.100,2.900,99.690,0.310,632.05,224,1.000,bicubic
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,97.090,2.910,99.680,0.320,116.09,224,0.950,bicubic
vit_base_patch8_224.augreg_in21k_ft_in1k,97.090,2.910,99.610,0.390,86.58,224,0.900,bicubic
volo_d4_448.sail_in1k,97.070,2.930,99.750,0.250,193.41,448,1.150,bicubic
convformer_m36.sail_in22k_ft_in1k,97.070,2.930,99.630,0.370,57.05,224,1.000,bicubic
convformer_s36.sail_in22k_ft_in1k_384,97.060,2.940,99.710,0.290,40.01,384,1.000,bicubic
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,97.050,2.950,99.660,0.340,87.92,256,0.900,bicubic
maxvit_large_tf_512.in1k,97.050,2.950,99.590,0.410,212.33,512,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,97.040,2.960,99.670,0.330,88.59,384,1.000,bicubic
caformer_m36.sail_in1k_384,97.030,2.970,99.710,0.290,56.20,384,1.000,bicubic
volo_d3_448.sail_in1k,97.030,2.970,99.680,0.320,86.63,448,1.000,bicubic
dm_nfnet_f5.dm_in1k,97.030,2.970,99.670,0.330,377.21,544,0.954,bicubic
caformer_m36.sail_in22k_ft_in1k,97.020,2.980,99.730,0.270,56.20,224,1.000,bicubic
tf_efficientnet_b6.ns_jft_in1k,97.020,2.980,99.710,0.290,43.04,528,0.942,bicubic
vit_base_patch16_384.augreg_in21k_ft_in1k,97.020,2.980,99.710,0.290,86.86,384,1.000,bicubic
vit_large_patch14_clip_224.laion2b_ft_in1k,97.020,2.980,99.670,0.330,304.20,224,1.000,bicubic
tf_efficientnetv2_m.in21k_ft_in1k,97.000,3.000,99.630,0.370,54.14,480,1.000,bicubic
convnext_small.in12k_ft_in1k_384,96.990,3.010,99.660,0.340,50.22,384,1.000,bicubic
coatnet_2_rw_224.sw_in12k_ft_in1k,96.990,3.010,99.650,0.350,73.87,224,0.950,bicubic
dm_nfnet_f6.dm_in1k,96.970,3.030,99.760,0.240,438.36,576,0.956,bicubic
maxvit_tiny_tf_512.in1k,96.970,3.030,99.670,0.330,31.05,512,1.000,bicubic
vit_large_r50_s32_384.augreg_in21k_ft_in1k,96.950,3.050,99.710,0.290,329.09,384,1.000,bicubic
vit_base_patch8_224.augreg2_in21k_ft_in1k,96.950,3.050,99.640,0.360,86.58,224,0.900,bicubic
dm_nfnet_f4.dm_in1k,96.950,3.050,99.630,0.370,316.07,512,0.951,bicubic
swin_large_patch4_window7_224.ms_in22k_ft_in1k,96.940,3.060,99.670,0.330,196.53,224,0.900,bicubic
xcit_large_24_p16_384.fb_dist_in1k,96.940,3.060,99.510,0.490,189.10,384,1.000,bicubic
maxvit_large_tf_384.in1k,96.930,3.070,99.570,0.430,212.03,384,1.000,bicubic
beitv2_base_patch16_224.in1k_ft_in22k_in1k,96.910,3.090,99.730,0.270,86.53,224,0.900,bicubic
vit_base_patch16_clip_384.laion2b_ft_in1k,96.900,3.100,99.670,0.330,86.86,384,1.000,bicubic
caformer_s36.sail_in1k_384,96.880,3.120,99.670,0.330,39.30,384,1.000,bicubic
volo_d5_224.sail_in1k,96.880,3.120,99.670,0.330,295.46,224,0.960,bicubic
resnetv2_152x4_bit.goog_in21k_ft_in1k,96.880,3.120,99.660,0.340,936.53,480,1.000,bilinear
cait_m48_448.fb_dist_in1k,96.880,3.120,99.620,0.380,356.46,448,1.000,bicubic
convformer_b36.sail_in1k_384,96.870,3.130,99.650,0.350,99.88,384,1.000,bicubic
tf_efficientnet_b5.ns_jft_in1k,96.870,3.130,99.640,0.360,30.39,456,0.934,bicubic
convnext_base.clip_laiona_augreg_ft_in1k_384,96.860,3.140,99.690,0.310,88.59,384,1.000,bicubic
deit3_base_patch16_224.fb_in22k_ft_in1k,96.860,3.140,99.620,0.380,86.59,224,1.000,bicubic
deit3_large_patch16_384.fb_in1k,96.850,3.150,99.620,0.380,304.76,384,1.000,bicubic
cait_m36_384.fb_dist_in1k,96.840,3.160,99.660,0.340,271.22,384,1.000,bicubic
convnextv2_large.fcmae_ft_in1k,96.830,3.170,99.760,0.240,197.96,288,1.000,bicubic
regnety_160.sw_in12k_ft_in1k,96.820,3.180,99.690,0.310,83.59,288,1.000,bicubic
caformer_s36.sail_in22k_ft_in1k,96.820,3.180,99.620,0.380,39.30,224,1.000,bicubic
regnety_160.lion_in12k_ft_in1k,96.810,3.190,99.710,0.290,83.59,288,1.000,bicubic
vit_base_patch16_clip_384.openai_ft_in1k,96.810,3.190,99.660,0.340,86.86,384,1.000,bicubic
xcit_small_24_p8_384.fb_dist_in1k,96.810,3.190,99.630,0.370,47.63,384,1.000,bicubic
convnext_small.fb_in22k_ft_in1k,96.810,3.190,99.510,0.490,50.22,288,1.000,bicubic
convformer_s18.sail_in22k_ft_in1k_384,96.790,3.210,99.710,0.290,26.77,384,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,96.790,3.210,99.680,0.320,88.59,256,1.000,bicubic
regnety_320.swag_lc_in1k,96.780,3.220,99.730,0.270,145.05,224,0.965,bicubic
volo_d4_224.sail_in1k,96.780,3.220,99.670,0.330,192.96,224,0.960,bicubic
convformer_m36.sail_in1k_384,96.780,3.220,99.620,0.380,57.05,384,1.000,bicubic
flexivit_large.1200ep_in1k,96.780,3.220,99.610,0.390,304.36,240,0.950,bicubic
xcit_medium_24_p8_384.fb_dist_in1k,96.770,3.230,99.620,0.380,84.32,384,1.000,bicubic
efficientnet_b5.sw_in12k_ft_in1k,96.770,3.230,99.600,0.400,30.39,448,1.000,bicubic
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,96.770,3.230,99.530,0.470,468.53,224,0.875,bilinear
xcit_large_24_p8_384.fb_dist_in1k,96.760,3.240,99.560,0.440,188.93,384,1.000,bicubic
maxvit_small_tf_384.in1k,96.750,3.250,99.600,0.400,69.02,384,1.000,bicubic
beitv2_base_patch16_224.in1k_ft_in1k,96.750,3.250,99.540,0.460,86.53,224,0.900,bicubic
tf_efficientnetv2_l.in1k,96.740,3.260,99.550,0.450,118.52,480,1.000,bicubic
flexivit_large.600ep_in1k,96.730,3.270,99.560,0.440,304.36,240,0.950,bicubic
tf_efficientnet_b4.ns_jft_in1k,96.710,3.290,99.640,0.360,19.34,380,0.922,bicubic
volo_d2_384.sail_in1k,96.710,3.290,99.600,0.400,58.87,384,1.000,bicubic
vit_large_patch16_224.augreg_in21k_ft_in1k,96.700,3.300,99.650,0.350,304.33,224,0.900,bicubic
flexivit_large.300ep_in1k,96.700,3.300,99.580,0.420,304.36,240,0.950,bicubic
convformer_s36.sail_in1k_384,96.700,3.300,99.570,0.430,40.01,384,1.000,bicubic
tf_efficientnet_b8.ra_in1k,96.700,3.300,99.530,0.470,87.41,672,0.954,bicubic
eva02_small_patch14_336.mim_in22k_ft_in1k,96.690,3.310,99.610,0.390,22.13,336,1.000,bicubic
xcit_medium_24_p16_384.fb_dist_in1k,96.690,3.310,99.600,0.400,84.40,384,1.000,bicubic
swin_base_patch4_window7_224.ms_in22k_ft_in1k,96.680,3.320,99.670,0.330,87.77,224,0.900,bicubic
deit3_small_patch16_384.fb_in22k_ft_in1k,96.670,3.330,99.640,0.360,22.21,384,1.000,bicubic
beit_base_patch16_224.in22k_ft_in22k_in1k,96.660,3.340,99.660,0.340,86.53,224,0.900,bicubic
cait_s36_384.fb_dist_in1k,96.630,3.370,99.610,0.390,68.37,384,1.000,bicubic
xcit_large_24_p8_224.fb_dist_in1k,96.630,3.370,99.460,0.540,188.93,224,1.000,bicubic
dm_nfnet_f3.dm_in1k,96.620,3.380,99.630,0.370,254.92,416,0.940,bicubic
convnextv2_tiny.fcmae_ft_in22k_in1k_384,96.620,3.380,99.580,0.420,28.64,384,1.000,bicubic
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,96.620,3.380,99.560,0.440,86.57,224,0.950,bicubic
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,96.610,3.390,99.480,0.520,88.30,384,1.000,bicubic
regnetz_e8.ra3_in1k,96.600,3.400,99.620,0.380,57.70,320,1.000,bicubic
convnext_small.in12k_ft_in1k,96.600,3.400,99.580,0.420,50.22,288,1.000,bicubic
maxvit_tiny_tf_384.in1k,96.590,3.410,99.560,0.440,30.98,384,1.000,bicubic
deit3_huge_patch14_224.fb_in1k,96.580,3.420,99.520,0.480,632.13,224,0.900,bicubic
cait_s24_384.fb_dist_in1k,96.570,3.430,99.550,0.450,47.06,384,1.000,bicubic
tf_efficientnet_b7.ra_in1k,96.570,3.430,99.520,0.480,66.35,600,0.949,bicubic
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,96.570,3.430,99.520,0.480,88.34,448,1.000,bicubic
coat_lite_medium_384.in1k,96.570,3.430,99.470,0.530,44.57,384,1.000,bicubic
regnety_120.sw_in12k_ft_in1k,96.560,3.440,99.680,0.320,51.82,288,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in1k,96.560,3.440,99.650,0.350,88.59,256,1.000,bicubic
convnext_tiny.in12k_ft_in1k_384,96.560,3.440,99.630,0.370,28.59,384,1.000,bicubic
xcit_small_24_p8_224.fb_dist_in1k,96.550,3.450,99.560,0.440,47.63,224,1.000,bicubic
tf_efficientnet_b8.ap_in1k,96.550,3.450,99.540,0.460,87.41,672,0.954,bicubic
hrnet_w48_ssld.paddle_in1k,96.540,3.460,99.640,0.360,77.47,288,1.000,bilinear
caformer_s18.sail_in22k_ft_in1k_384,96.530,3.470,99.580,0.420,26.34,384,1.000,bicubic
regnety_2560.seer_ft_in1k,96.530,3.470,99.520,0.480,"1,282.60",384,1.000,bicubic
xcit_medium_24_p8_224.fb_dist_in1k,96.530,3.470,99.510,0.490,84.32,224,1.000,bicubic
resnetv2_152x2_bit.goog_in21k_ft_in1k,96.520,3.480,99.590,0.410,236.34,448,1.000,bilinear
dm_nfnet_f2.dm_in1k,96.520,3.480,99.570,0.430,193.78,352,0.920,bicubic
deit_base_distilled_patch16_384.fb_in1k,96.510,3.490,99.590,0.410,87.63,384,1.000,bicubic
vit_base_patch16_224.augreg2_in21k_ft_in1k,96.510,3.490,99.560,0.440,86.57,224,0.900,bicubic
vit_base_patch16_clip_224.openai_ft_in12k_in1k,96.510,3.490,99.550,0.450,86.57,224,0.950,bicubic
convformer_s36.sail_in22k_ft_in1k,96.500,3.500,99.630,0.370,40.01,224,1.000,bicubic
caformer_b36.sail_in1k,96.500,3.500,99.460,0.540,98.75,224,1.000,bicubic
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,96.490,3.510,99.620,0.380,39.03,384,0.950,bicubic
tf_efficientnetv2_m.in1k,96.480,3.520,99.610,0.390,54.14,480,1.000,bicubic
volo_d1_384.sail_in1k,96.480,3.520,99.550,0.450,26.78,384,1.000,bicubic
convnextv2_base.fcmae_ft_in1k,96.480,3.520,99.520,0.480,88.72,288,1.000,bicubic
tf_efficientnetv2_s.in21k_ft_in1k,96.470,3.530,99.570,0.430,21.46,384,1.000,bicubic
xcit_small_12_p8_384.fb_dist_in1k,96.470,3.530,99.490,0.510,26.21,384,1.000,bicubic
regnety_160.swag_lc_in1k,96.450,3.550,99.750,0.250,83.59,224,0.965,bicubic
vit_base_r50_s16_384.orig_in21k_ft_in1k,96.450,3.550,99.660,0.340,98.95,384,1.000,bicubic
eca_nfnet_l2.ra3_in1k,96.450,3.550,99.610,0.390,56.72,384,1.000,bicubic
ecaresnet269d.ra2_in1k,96.450,3.550,99.610,0.390,102.09,352,1.000,bicubic
seresnextaa101d_32x8d.ah_in1k,96.440,3.560,99.510,0.490,93.59,288,1.000,bicubic
volo_d3_224.sail_in1k,96.430,3.570,99.630,0.370,86.33,224,0.960,bicubic
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,96.430,3.570,99.540,0.460,194.03,224,0.875,bilinear
volo_d2_224.sail_in1k,96.420,3.580,99.500,0.500,58.68,224,0.960,bicubic
vit_base_patch32_clip_384.openai_ft_in12k_in1k,96.420,3.580,99.460,0.540,88.30,384,0.950,bicubic
caformer_s18.sail_in1k_384,96.410,3.590,99.560,0.440,26.34,384,1.000,bicubic
caformer_m36.sail_in1k,96.410,3.590,99.530,0.470,56.20,224,1.000,bicubic
resnetrs420.tf_in1k,96.400,3.600,99.540,0.460,191.89,416,1.000,bicubic
convnext_large.fb_in1k,96.400,3.600,99.530,0.470,197.77,288,1.000,bicubic
mvitv2_large.fb_in1k,96.400,3.600,99.450,0.550,217.99,224,0.900,bicubic
swin_base_patch4_window12_384.ms_in1k,96.380,3.620,99.420,0.580,87.90,384,1.000,bicubic
tf_efficientnet_b6.ap_in1k,96.370,3.630,99.550,0.450,43.04,528,0.942,bicubic
seresnext101d_32x8d.ah_in1k,96.360,3.640,99.470,0.530,93.59,288,1.000,bicubic
resnetaa101d.sw_in12k_ft_in1k,96.360,3.640,99.440,0.560,44.57,288,1.000,bicubic
tf_efficientnet_b7.ap_in1k,96.350,3.650,99.590,0.410,66.35,600,0.949,bicubic
resnetrs200.tf_in1k,96.350,3.650,99.550,0.450,93.21,320,1.000,bicubic
resmlp_big_24_224.fb_in22k_ft_in1k,96.350,3.650,99.520,0.480,129.14,224,0.875,bicubic
xcit_small_24_p16_384.fb_dist_in1k,96.340,3.660,99.580,0.420,47.67,384,1.000,bicubic
convnextv2_tiny.fcmae_ft_in22k_in1k,96.340,3.660,99.550,0.450,28.64,288,1.000,bicubic
xcit_small_12_p16_384.fb_dist_in1k,96.340,3.660,99.490,0.510,26.25,384,1.000,bicubic
maxvit_base_tf_224.in1k,96.340,3.660,99.370,0.630,119.47,224,0.950,bicubic
maxvit_large_tf_224.in1k,96.330,3.670,99.410,0.590,211.79,224,0.950,bicubic
vit_base_patch16_clip_224.laion2b_ft_in1k,96.320,3.680,99.540,0.460,86.57,224,1.000,bicubic
regnetz_040_h.ra3_in1k,96.320,3.680,99.520,0.480,28.94,320,1.000,bicubic
xcit_large_24_p16_224.fb_dist_in1k,96.320,3.680,99.500,0.500,189.10,224,1.000,bicubic
vit_base_patch16_clip_224.openai_ft_in1k,96.310,3.690,99.560,0.440,86.57,224,0.900,bicubic
seresnet152d.ra2_in1k,96.310,3.690,99.510,0.490,66.84,320,1.000,bicubic
convnext_base.fb_in1k,96.310,3.690,99.500,0.500,88.59,288,1.000,bicubic
regnety_1280.seer_ft_in1k,96.310,3.690,99.410,0.590,644.81,384,1.000,bicubic
vit_base_patch16_224.augreg_in21k_ft_in1k,96.300,3.700,99.560,0.440,86.57,224,0.900,bicubic
dm_nfnet_f1.dm_in1k,96.300,3.700,99.530,0.470,132.63,320,0.910,bicubic
tf_efficientnet_b6.aa_in1k,96.300,3.700,99.530,0.470,43.04,528,0.942,bicubic
resnetv2_50x3_bit.goog_in21k_ft_in1k,96.270,3.730,99.630,0.370,217.32,448,1.000,bilinear
efficientnetv2_rw_m.agc_in1k,96.270,3.730,99.560,0.440,53.24,416,1.000,bicubic
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,96.270,3.730,99.500,0.500,194.03,224,0.875,bilinear
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,96.250,3.750,99.590,0.410,88.79,224,0.875,bilinear
resnetv2_101x3_bit.goog_in21k_ft_in1k,96.250,3.750,99.580,0.420,387.93,448,1.000,bilinear
convformer_s18.sail_in1k_384,96.250,3.750,99.540,0.460,26.77,384,1.000,bicubic
resnetrs350.tf_in1k,96.250,3.750,99.470,0.530,163.96,384,1.000,bicubic
xcit_medium_24_p16_224.fb_dist_in1k,96.250,3.750,99.410,0.590,84.40,224,1.000,bicubic
convnext_tiny.in12k_ft_in1k,96.240,3.760,99.640,0.360,28.59,288,1.000,bicubic
davit_base.msft_in1k,96.240,3.760,99.410,0.590,87.95,224,0.950,bicubic
convformer_b36.sail_in1k,96.240,3.760,99.290,0.710,99.88,224,1.000,bicubic
xcit_tiny_24_p8_384.fb_dist_in1k,96.230,3.770,99.440,0.560,12.11,384,1.000,bicubic
deit3_base_patch16_384.fb_in1k,96.230,3.770,99.400,0.600,86.88,384,1.000,bicubic
maxxvit_rmlp_small_rw_256.sw_in1k,96.210,3.790,99.480,0.520,66.01,256,0.950,bicubic
coatnet_rmlp_2_rw_224.sw_in1k,96.210,3.790,99.280,0.720,73.88,224,0.950,bicubic
vit_base_patch16_384.orig_in21k_ft_in1k,96.200,3.800,99.530,0.470,86.86,384,1.000,bicubic
edgenext_base.in21k_ft_in1k,96.200,3.800,99.470,0.530,18.51,320,1.000,bicubic
maxvit_small_tf_224.in1k,96.200,3.800,99.460,0.540,68.93,224,0.950,bicubic
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,96.190,3.810,99.500,0.500,236.34,384,1.000,bicubic
deit3_large_patch16_224.fb_in1k,96.190,3.810,99.300,0.700,304.37,224,0.900,bicubic
vit_large_r50_s32_224.augreg_in21k_ft_in1k,96.180,3.820,99.530,0.470,328.99,224,0.900,bicubic
regnetz_040.ra3_in1k,96.180,3.820,99.510,0.490,27.12,320,1.000,bicubic
convnext_tiny.fb_in22k_ft_in1k_384,96.170,3.830,99.500,0.500,28.59,384,1.000,bicubic
swinv2_base_window16_256.ms_in1k,96.170,3.830,99.390,0.610,87.92,256,0.900,bicubic
crossvit_18_dagger_408.in1k,96.150,3.850,99.470,0.530,44.61,408,1.000,bicubic
regnetz_d8_evos.ch_in1k,96.140,3.860,99.490,0.510,23.46,320,1.000,bicubic
deit3_medium_patch16_224.fb_in22k_ft_in1k,96.140,3.860,99.480,0.520,38.85,224,1.000,bicubic
seresnext101_32x8d.ah_in1k,96.140,3.860,99.360,0.640,93.57,288,1.000,bicubic
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,96.130,3.870,99.340,0.660,41.72,224,0.950,bicubic
resnest269e.in1k,96.110,3.890,99.520,0.480,110.93,416,0.928,bicubic
resnet200d.ra2_in1k,96.110,3.890,99.460,0.540,64.69,320,1.000,bicubic
flexivit_base.1200ep_in1k,96.110,3.890,99.410,0.590,86.59,240,0.950,bicubic
convformer_s36.sail_in1k,96.110,3.890,99.310,0.690,40.01,224,1.000,bicubic
convformer_s18.sail_in22k_ft_in1k,96.100,3.900,99.490,0.510,26.77,224,1.000,bicubic
tf_efficientnet_b3.ns_jft_in1k,96.100,3.900,99.480,0.520,12.23,300,0.904,bicubic
rexnetr_300.sw_in12k_ft_in1k,96.090,3.910,99.540,0.460,34.81,288,1.000,bicubic
tf_efficientnet_b5.ap_in1k,96.090,3.910,99.540,0.460,30.39,456,0.934,bicubic
xcit_large_24_p8_224.fb_in1k,96.090,3.910,99.140,0.860,188.93,224,1.000,bicubic
caformer_s36.sail_in1k,96.080,3.920,99.510,0.490,39.30,224,1.000,bicubic
gcvit_base.in1k,96.080,3.920,99.390,0.610,90.32,224,0.875,bicubic
convformer_m36.sail_in1k,96.080,3.920,99.250,0.750,57.05,224,1.000,bicubic
resnest200e.in1k,96.070,3.930,99.480,0.520,70.20,320,0.909,bicubic
tf_efficientnet_b7.aa_in1k,96.070,3.930,99.450,0.550,66.35,600,0.949,bicubic
swinv2_small_window16_256.ms_in1k,96.070,3.930,99.340,0.660,49.73,256,0.900,bicubic
regnety_640.seer_ft_in1k,96.060,3.940,99.500,0.500,281.38,384,1.000,bicubic
resnetrs270.tf_in1k,96.060,3.940,99.480,0.520,129.86,352,1.000,bicubic
swin_small_patch4_window7_224.ms_in22k_ft_in1k,96.060,3.940,99.480,0.520,49.61,224,0.900,bicubic
swinv2_base_window8_256.ms_in1k,96.060,3.940,99.410,0.590,87.92,256,0.900,bicubic
vit_small_r26_s32_384.augreg_in21k_ft_in1k,96.050,3.950,99.550,0.450,36.47,384,1.000,bicubic
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,96.040,3.960,99.540,0.460,44.18,224,0.875,bilinear
maxvit_rmlp_tiny_rw_256.sw_in1k,96.040,3.960,99.410,0.590,29.15,256,0.950,bicubic
swin_s3_base_224.ms_in1k,96.040,3.960,99.350,0.650,71.13,224,0.900,bicubic
vit_base_patch16_224_miil.in21k_ft_in1k,96.040,3.960,99.350,0.650,86.54,224,0.875,bilinear
davit_small.msft_in1k,96.030,3.970,99.400,0.600,49.75,224,0.950,bicubic
volo_d1_224.sail_in1k,96.030,3.970,99.390,0.610,26.63,224,0.960,bicubic
caformer_s18.sail_in22k_ft_in1k,96.010,3.990,99.550,0.450,26.34,224,1.000,bicubic
regnetz_d8.ra3_in1k,96.010,3.990,99.520,0.480,23.37,320,1.000,bicubic
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,96.000,4.000,99.500,0.500,38.86,256,0.950,bicubic
cs3se_edgenet_x.c2ns_in1k,96.000,4.000,99.430,0.570,50.72,320,1.000,bicubic
cait_xs24_384.fb_dist_in1k,96.000,4.000,99.420,0.580,26.67,384,1.000,bicubic
coat_lite_medium.in1k,96.000,4.000,99.350,0.650,44.57,224,0.900,bicubic
vit_small_patch16_384.augreg_in21k_ft_in1k,95.980,4.020,99.590,0.410,22.20,384,1.000,bicubic
mvitv2_base.fb_in1k,95.980,4.020,99.330,0.670,51.47,224,0.900,bicubic
tf_efficientnet_b5.ra_in1k,95.970,4.030,99.450,0.550,30.39,456,0.934,bicubic
convnext_small.fb_in1k,95.970,4.030,99.430,0.570,50.22,288,1.000,bicubic
xcit_small_12_p8_224.fb_dist_in1k,95.960,4.040,99.430,0.570,26.21,224,1.000,bicubic
flexivit_base.600ep_in1k,95.960,4.040,99.420,0.580,86.59,240,0.950,bicubic
resnetrs152.tf_in1k,95.960,4.040,99.380,0.620,86.62,320,1.000,bicubic
flexivit_base.300ep_in1k,95.960,4.040,99.370,0.630,86.59,240,0.950,bicubic
maxvit_rmlp_small_rw_224.sw_in1k,95.960,4.040,99.350,0.650,64.90,224,0.900,bicubic
pvt_v2_b5.in1k,95.940,4.060,99.390,0.610,81.96,224,0.900,bicubic
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,95.940,4.060,99.380,0.620,88.79,224,0.875,bilinear
eca_nfnet_l1.ra2_in1k,95.930,4.070,99.490,0.510,41.41,320,1.000,bicubic
pvt_v2_b4.in1k,95.920,4.080,99.360,0.640,62.56,224,0.900,bicubic
gcvit_small.in1k,95.910,4.090,99.280,0.720,51.09,224,0.875,bicubic
vit_base_patch32_384.augreg_in21k_ft_in1k,95.900,4.100,99.440,0.560,88.30,384,1.000,bicubic
focalnet_base_srf.ms_in1k,95.900,4.100,99.340,0.660,88.15,224,0.900,bicubic
swin_base_patch4_window7_224.ms_in1k,95.900,4.100,99.310,0.690,87.77,224,0.900,bicubic
xcit_small_24_p8_224.fb_in1k,95.900,4.100,99.180,0.820,47.63,224,1.000,bicubic
mvitv2_small.fb_in1k,95.890,4.110,99.360,0.640,34.87,224,0.900,bicubic
tf_efficientnet_b5.aa_in1k,95.880,4.120,99.350,0.650,30.39,456,0.934,bicubic
regnety_160.deit_in1k,95.870,4.130,99.560,0.440,83.59,288,1.000,bicubic
sequencer2d_l.in1k,95.870,4.130,99.470,0.530,54.30,224,0.875,bicubic
regnety_080.ra3_in1k,95.870,4.130,99.440,0.560,39.18,288,1.000,bicubic
resmlp_big_24_224.fb_distilled_in1k,95.870,4.130,99.440,0.560,129.14,224,0.875,bicubic
regnetz_d32.ra3_in1k,95.870,4.130,99.430,0.570,27.58,320,0.950,bicubic
resnet152d.ra2_in1k,95.870,4.130,99.430,0.570,60.21,320,1.000,bicubic
tf_efficientnet_b5.in1k,95.870,4.130,99.390,0.610,30.39,456,0.934,bicubic
xcit_medium_24_p8_224.fb_in1k,95.860,4.140,99.080,0.920,84.32,224,1.000,bicubic
deit3_small_patch16_224.fb_in22k_ft_in1k,95.830,4.170,99.390,0.610,22.06,224,1.000,bicubic
convnextv2_tiny.fcmae_ft_in1k,95.830,4.170,99.340,0.660,28.64,288,1.000,bicubic
crossvit_15_dagger_408.in1k,95.830,4.170,99.320,0.680,28.50,408,1.000,bicubic
swin_s3_small_224.ms_in1k,95.830,4.170,99.200,0.800,49.74,224,0.900,bicubic
focalnet_base_lrf.ms_in1k,95.830,4.170,99.180,0.820,88.75,224,0.900,bicubic
resnext101_64x4d.tv_in1k,95.820,4.180,99.320,0.680,83.46,224,0.875,bilinear
tresnet_v2_l.miil_in21k_ft_in1k,95.820,4.180,99.290,0.710,46.17,224,0.875,bilinear
pit_b_distilled_224.in1k,95.820,4.180,99.210,0.790,74.79,224,0.900,bicubic
maxvit_tiny_tf_224.in1k,95.810,4.190,99.260,0.740,30.92,224,0.950,bicubic
regnety_320.seer_ft_in1k,95.800,4.200,99.390,0.610,145.05,384,1.000,bicubic
edgenext_base.usi_in1k,95.790,4.210,99.570,0.430,18.51,320,1.000,bicubic
xcit_small_24_p16_224.fb_dist_in1k,95.790,4.210,99.350,0.650,47.67,224,1.000,bicubic
convnextv2_nano.fcmae_ft_in22k_in1k_384,95.790,4.210,99.300,0.700,15.62,384,1.000,bicubic
regnety_064.ra3_in1k,95.790,4.210,99.290,0.710,30.58,288,1.000,bicubic
regnetv_064.ra3_in1k,95.780,4.220,99.420,0.580,30.58,288,1.000,bicubic
deit3_base_patch16_224.fb_in1k,95.770,4.230,99.270,0.730,86.59,224,0.900,bicubic
efficientformerv2_l.snap_dist_in1k,95.760,4.240,99.370,0.630,26.32,224,0.950,bicubic
resnet152.a1h_in1k,95.750,4.250,99.430,0.570,60.19,288,1.000,bicubic
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,95.750,4.250,99.430,0.570,236.34,224,0.875,bicubic
deit_base_distilled_patch16_224.fb_in1k,95.750,4.250,99.280,0.720,87.34,224,0.900,bicubic
resnet101d.ra2_in1k,95.740,4.260,99.440,0.560,44.57,320,1.000,bicubic
focalnet_small_lrf.ms_in1k,95.740,4.260,99.210,0.790,50.34,224,0.900,bicubic
maxvit_tiny_rw_224.sw_in1k,95.740,4.260,99.160,0.840,29.06,224,0.950,bicubic
regnetv_040.ra3_in1k,95.730,4.270,99.380,0.620,20.64,288,1.000,bicubic
swinv2_small_window8_256.ms_in1k,95.730,4.270,99.360,0.640,49.73,256,0.900,bicubic
xcit_small_12_p16_224.fb_dist_in1k,95.730,4.270,99.300,0.700,26.25,224,1.000,bicubic
twins_pcpvt_large.in1k,95.720,4.280,99.490,0.510,60.99,224,0.900,bicubic
tf_efficientnetv2_s.in1k,95.710,4.290,99.400,0.600,21.46,384,1.000,bicubic
efficientnetv2_rw_s.ra2_in1k,95.710,4.290,99.380,0.620,23.94,384,1.000,bicubic
hrnet_w18_ssld.paddle_in1k,95.710,4.290,99.340,0.660,21.30,288,1.000,bilinear
swin_small_patch4_window7_224.ms_in1k,95.710,4.290,99.290,0.710,49.61,224,0.900,bicubic
swinv2_cr_small_ns_224.sw_in1k,95.710,4.290,99.290,0.710,49.70,224,0.900,bicubic
twins_svt_large.in1k,95.700,4.300,99.370,0.630,99.27,224,0.900,bicubic
dm_nfnet_f0.dm_in1k,95.690,4.310,99.350,0.650,71.49,256,0.900,bicubic
xception65.ra3_in1k,95.690,4.310,99.320,0.680,39.92,299,0.940,bicubic
caformer_s18.sail_in1k,95.680,4.320,99.290,0.710,26.34,224,1.000,bicubic
cait_s24_224.fb_dist_in1k,95.660,4.340,99.390,0.610,46.92,224,1.000,bicubic
gcvit_tiny.in1k,95.660,4.340,99.330,0.670,28.22,224,0.875,bicubic
xception65p.ra3_in1k,95.660,4.340,99.270,0.730,39.82,299,0.940,bicubic
regnetz_c16_evos.ch_in1k,95.640,4.360,99.420,0.580,13.49,320,0.950,bicubic
deit_base_patch16_384.fb_in1k,95.640,4.360,99.240,0.760,86.86,384,1.000,bicubic
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,95.630,4.370,99.440,0.560,25.03,224,0.875,bilinear
ecaresnet101d.miil_in1k,95.630,4.370,99.410,0.590,44.57,288,0.950,bicubic
focalnet_small_srf.ms_in1k,95.630,4.370,99.290,0.710,49.89,224,0.900,bicubic
coatnet_1_rw_224.sw_in1k,95.610,4.390,99.220,0.780,41.72,224,0.950,bicubic
efficientformer_l7.snap_dist_in1k,95.600,4.400,99.440,0.560,82.23,224,0.950,bicubic
deit3_small_patch16_384.fb_in1k,95.600,4.400,99.390,0.610,22.21,384,1.000,bicubic
tf_efficientnetv2_b3.in21k_ft_in1k,95.600,4.400,99.280,0.720,14.36,300,0.900,bicubic
tf_efficientnet_b4.aa_in1k,95.590,4.410,99.330,0.670,19.34,380,0.922,bicubic
sequencer2d_m.in1k,95.580,4.420,99.270,0.730,38.31,224,0.875,bicubic
resnet101.a1h_in1k,95.580,4.420,99.250,0.750,44.55,288,1.000,bicubic
resnetv2_101.a1h_in1k,95.570,4.430,99.370,0.630,44.54,288,1.000,bicubic
resnest101e.in1k,95.570,4.430,99.270,0.730,48.28,256,0.875,bilinear
regnety_320.tv2_in1k,95.560,4.440,99.390,0.610,145.05,224,0.965,bicubic
twins_svt_base.in1k,95.560,4.440,99.230,0.770,56.07,224,0.900,bicubic
rexnet_300.nav_in1k,95.540,4.460,99.320,0.680,34.71,224,0.875,bicubic
nest_base_jx.goog_in1k,95.540,4.460,99.290,0.710,67.72,224,0.875,bicubic
nest_small_jx.goog_in1k,95.540,4.460,99.220,0.780,38.35,224,0.875,bicubic
efficientnet_b4.ra2_in1k,95.530,4.470,99.400,0.600,19.34,384,1.000,bicubic
resnext101_64x4d.c1_in1k,95.530,4.470,99.290,0.710,83.46,288,1.000,bicubic
tf_efficientnet_b2.ns_jft_in1k,95.520,4.480,99.340,0.660,9.11,260,0.890,bicubic
tresnet_xl.miil_in1k_448,95.510,4.490,99.340,0.660,78.44,448,0.875,bilinear
coatnet_rmlp_1_rw_224.sw_in1k,95.500,4.500,99.250,0.750,41.69,224,0.950,bicubic
regnety_040.ra3_in1k,95.490,4.510,99.420,0.580,20.65,288,1.000,bicubic
tf_efficientnet_b4.ap_in1k,95.490,4.510,99.390,0.610,19.34,380,0.922,bicubic
xcit_tiny_24_p16_384.fb_dist_in1k,95.490,4.510,99.360,0.640,12.12,384,1.000,bicubic
tf_efficientnet_b4.in1k,95.480,4.520,99.270,0.730,19.34,380,0.922,bicubic
twins_pcpvt_base.in1k,95.470,4.530,99.390,0.610,43.83,224,0.900,bicubic
pvt_v2_b3.in1k,95.470,4.530,99.310,0.690,45.24,224,0.900,bicubic
maxvit_nano_rw_256.sw_in1k,95.470,4.530,99.120,0.880,15.45,256,0.950,bicubic
eca_nfnet_l0.ra2_in1k,95.460,4.540,99.390,0.610,24.14,288,1.000,bicubic
regnety_032.ra_in1k,95.460,4.540,99.320,0.680,19.44,288,1.000,bicubic
cs3edgenet_x.c2_in1k,95.460,4.540,99.280,0.720,47.82,288,1.000,bicubic
sequencer2d_s.in1k,95.460,4.540,99.260,0.740,27.65,224,0.875,bicubic
xcit_tiny_24_p8_224.fb_dist_in1k,95.450,4.550,99.360,0.640,12.11,224,1.000,bicubic
maxvit_rmlp_nano_rw_256.sw_in1k,95.440,4.560,99.060,0.940,15.50,256,0.950,bicubic
maxxvitv2_nano_rw_256.sw_in1k,95.430,4.570,99.190,0.810,23.70,256,0.950,bicubic
convnextv2_nano.fcmae_ft_in22k_in1k,95.420,4.580,99.310,0.690,15.62,288,1.000,bicubic
xcit_small_12_p8_224.fb_in1k,95.420,4.580,99.190,0.810,26.21,224,1.000,bicubic
resnetv2_50x1_bit.goog_distilled_in1k,95.410,4.590,99.430,0.570,25.55,224,0.875,bicubic
cs3sedarknet_x.c2ns_in1k,95.410,4.590,99.320,0.680,35.40,288,1.000,bicubic
swinv2_cr_small_224.sw_in1k,95.410,4.590,99.060,0.940,49.70,224,0.900,bicubic
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,95.400,4.600,99.400,0.600,194.03,224,0.875,bilinear
tresnet_l.miil_in1k_448,95.400,4.600,99.300,0.700,55.99,448,0.875,bilinear
mvitv2_tiny.fb_in1k,95.400,4.600,99.160,0.840,24.17,224,0.900,bicubic
mobilevitv2_200.cvnets_in22k_ft_in1k_384,95.390,4.610,99.280,0.720,18.45,384,1.000,bicubic
nfnet_l0.ra2_in1k,95.380,4.620,99.420,0.580,35.07,288,1.000,bicubic
regnetz_c16.ra3_in1k,95.380,4.620,99.350,0.650,13.46,320,1.000,bicubic
deit3_medium_patch16_224.fb_in1k,95.380,4.620,99.210,0.790,38.85,224,0.900,bicubic
tresnet_m.miil_in21k_ft_in1k,95.380,4.620,99.150,0.850,31.39,224,0.875,bilinear
pnasnet5large.tf_in1k,95.360,4.640,99.130,0.870,86.06,331,0.911,bicubic
convnext_nano.in12k_ft_in1k,95.350,4.650,99.450,0.550,15.59,288,1.000,bicubic
mobilevitv2_150.cvnets_in22k_ft_in1k_384,95.350,4.650,99.120,0.880,10.59,384,1.000,bicubic
xcit_tiny_12_p8_384.fb_dist_in1k,95.340,4.660,99.340,0.660,6.71,384,1.000,bicubic
maxxvit_rmlp_nano_rw_256.sw_in1k,95.340,4.660,99.310,0.690,16.78,256,0.950,bicubic
swinv2_tiny_window16_256.ms_in1k,95.330,4.670,99.300,0.700,28.35,256,0.900,bicubic
convformer_s18.sail_in1k,95.330,4.670,99.150,0.850,26.77,224,1.000,bicubic
resnetv2_101x1_bit.goog_in21k_ft_in1k,95.320,4.680,99.370,0.630,44.54,448,1.000,bilinear
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,95.320,4.680,99.320,0.680,88.79,224,0.875,bilinear
rexnetr_200.sw_in12k_ft_in1k,95.310,4.690,99.480,0.520,16.52,288,1.000,bicubic
resnext101_32x8d.tv2_in1k,95.300,4.700,99.360,0.640,88.79,224,0.965,bilinear
regnety_080_tv.tv2_in1k,95.300,4.700,99.230,0.770,39.38,224,0.965,bicubic
vit_relpos_medium_patch16_cls_224.sw_in1k,95.300,4.700,99.100,0.900,38.76,224,0.900,bicubic
resnetaa50d.sw_in12k_ft_in1k,95.290,4.710,99.380,0.620,25.58,288,1.000,bicubic
gc_efficientnetv2_rw_t.agc_in1k,95.290,4.710,99.220,0.780,13.68,288,1.000,bicubic
cs3darknet_x.c2ns_in1k,95.280,4.720,99.290,0.710,35.05,288,1.000,bicubic
regnetx_320.tv2_in1k,95.280,4.720,99.290,0.710,107.81,224,0.965,bicubic
mobilevitv2_175.cvnets_in22k_ft_in1k_384,95.260,4.740,99.380,0.620,14.25,384,1.000,bicubic
flexivit_small.600ep_in1k,95.260,4.740,99.160,0.840,22.06,240,0.950,bicubic
resnetrs101.tf_in1k,95.250,4.750,99.210,0.790,63.62,288,0.940,bicubic
vit_relpos_base_patch16_clsgap_224.sw_in1k,95.250,4.750,99.200,0.800,86.43,224,0.900,bicubic
convnext_tiny_hnf.a2h_in1k,95.250,4.750,98.980,1.020,28.59,288,1.000,bicubic
cait_xxs36_384.fb_dist_in1k,95.240,4.760,99.320,0.680,17.37,384,1.000,bicubic
vit_large_patch32_384.orig_in21k_ft_in1k,95.240,4.760,99.320,0.680,306.63,384,1.000,bicubic
wide_resnet101_2.tv2_in1k,95.240,4.760,99.200,0.800,126.89,224,0.965,bilinear
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,95.230,4.770,99.240,0.760,88.22,224,0.900,bicubic
pvt_v2_b2_li.in1k,95.220,4.780,99.260,0.740,22.55,224,0.900,bicubic
resnetv2_50d_gn.ah_in1k,95.220,4.780,99.030,0.970,25.57,288,1.000,bicubic
convnext_tiny.fb_in1k,95.210,4.790,99.310,0.690,28.59,288,1.000,bicubic
efficientformer_l3.snap_dist_in1k,95.210,4.790,99.310,0.690,31.41,224,0.950,bicubic
regnetx_160.tv2_in1k,95.210,4.790,99.280,0.720,54.28,224,0.965,bicubic
levit_384.fb_dist_in1k,95.210,4.790,99.160,0.840,39.13,224,0.900,bicubic
levit_conv_384.fb_dist_in1k,95.210,4.790,99.160,0.840,39.13,224,0.900,bicubic
resnet50.fb_swsl_ig1b_ft_in1k,95.200,4.800,99.390,0.610,25.56,224,0.875,bilinear
resnet51q.ra2_in1k,95.200,4.800,99.280,0.720,35.70,288,1.000,bilinear
vit_base_patch16_224.orig_in21k_ft_in1k,95.200,4.800,99.230,0.770,86.57,224,0.900,bicubic
coat_small.in1k,95.190,4.810,99.280,0.720,21.69,224,0.900,bicubic
focalnet_tiny_lrf.ms_in1k,95.190,4.810,99.220,0.780,28.65,224,0.900,bicubic
vit_relpos_medium_patch16_224.sw_in1k,95.190,4.810,99.220,0.780,38.75,224,0.900,bicubic
flexivit_small.1200ep_in1k,95.180,4.820,99.180,0.820,22.06,240,0.950,bicubic
poolformerv2_m48.sail_in1k,95.180,4.820,99.160,0.840,73.35,224,1.000,bicubic
crossvit_18_dagger_240.in1k,95.180,4.820,99.120,0.880,44.27,240,0.875,bicubic
regnety_160.tv2_in1k,95.160,4.840,99.250,0.750,83.59,224,0.965,bicubic
efficientnet_b3.ra2_in1k,95.150,4.850,99.210,0.790,12.23,320,1.000,bicubic
flexivit_small.300ep_in1k,95.150,4.850,99.150,0.850,22.06,240,0.950,bicubic
nasnetalarge.tf_in1k,95.150,4.850,99.130,0.870,88.75,331,0.911,bicubic
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,95.140,4.860,99.300,0.700,44.18,224,0.875,bilinear
convnextv2_nano.fcmae_ft_in1k,95.140,4.860,99.220,0.780,15.62,288,1.000,bicubic
vit_relpos_base_patch16_224.sw_in1k,95.130,4.870,99.290,0.710,86.43,224,0.900,bicubic
wide_resnet50_2.racm_in1k,95.130,4.870,99.260,0.740,68.88,288,0.950,bicubic
vit_small_r26_s32_224.augreg_in21k_ft_in1k,95.130,4.870,99.220,0.780,36.43,224,0.900,bicubic
resnet61q.ra2_in1k,95.130,4.870,99.080,0.920,36.85,288,1.000,bicubic
xcit_medium_24_p16_224.fb_in1k,95.130,4.870,98.940,1.060,84.40,224,1.000,bicubic
fbnetv3_g.ra2_in1k,95.120,4.880,99.200,0.800,16.62,288,0.950,bilinear
tf_efficientnetv2_b3.in1k,95.120,4.880,99.200,0.800,14.36,300,0.904,bicubic
efficientformerv2_s2.snap_dist_in1k,95.120,4.880,99.120,0.880,12.71,224,0.950,bicubic
cs3sedarknet_l.c2ns_in1k,95.110,4.890,99.210,0.790,21.91,288,0.950,bicubic
convit_base.fb_in1k,95.100,4.900,99.150,0.850,86.54,224,0.875,bicubic
poolformer_m48.sail_in1k,95.100,4.900,99.100,0.900,73.47,224,0.950,bicubic
coatnet_rmlp_nano_rw_224.sw_in1k,95.090,4.910,99.170,0.830,15.15,224,0.900,bicubic
resnet152.a1_in1k,95.090,4.910,98.990,1.010,60.19,288,1.000,bicubic
ecaresnet50t.ra2_in1k,95.080,4.920,99.290,0.710,25.57,320,0.950,bicubic
tresnet_xl.miil_in1k,95.080,4.920,99.260,0.740,78.44,224,0.875,bilinear
davit_tiny.msft_in1k,95.080,4.920,99.140,0.860,28.36,224,0.950,bicubic
crossvit_18_240.in1k,95.070,4.930,99.120,0.880,43.27,240,0.875,bicubic
coat_lite_small.in1k,95.070,4.930,99.030,0.970,19.84,224,0.900,bicubic
crossvit_base_240.in1k,95.070,4.930,98.980,1.020,105.03,240,0.875,bicubic
efficientnetv2_rw_t.ra2_in1k,95.060,4.940,99.220,0.780,13.65,288,1.000,bicubic
vit_relpos_medium_patch16_rpn_224.sw_in1k,95.060,4.940,99.200,0.800,38.73,224,0.900,bicubic
xception41p.ra3_in1k,95.060,4.940,99.160,0.840,26.91,299,0.940,bicubic
xcit_small_24_p16_224.fb_in1k,95.060,4.940,99.070,0.930,47.67,224,1.000,bicubic
focalnet_tiny_srf.ms_in1k,95.050,4.950,99.280,0.720,28.43,224,0.900,bicubic
poolformerv2_m36.sail_in1k,95.050,4.950,99.150,0.850,56.08,224,1.000,bicubic
coatnet_nano_rw_224.sw_in1k,95.050,4.950,99.140,0.860,15.14,224,0.900,bicubic
mobilevitv2_200.cvnets_in22k_ft_in1k,95.050,4.950,99.080,0.920,18.45,256,0.888,bicubic
resnet152.tv2_in1k,95.040,4.960,99.180,0.820,60.19,224,0.965,bilinear
poolformer_m36.sail_in1k,95.030,4.970,99.100,0.900,56.17,224,0.950,bicubic
swinv2_tiny_window8_256.ms_in1k,95.020,4.980,99.170,0.830,28.35,256,0.900,bicubic
gcvit_xtiny.in1k,95.020,4.980,99.160,0.840,19.98,224,0.875,bicubic
deit_base_patch16_224.fb_in1k,95.020,4.980,98.970,1.030,86.57,224,0.900,bicubic
pvt_v2_b2.in1k,95.010,4.990,99.140,0.860,25.36,224,0.900,bicubic
halo2botnet50ts_256.a1h_in1k,95.010,4.990,99.040,0.960,22.64,256,0.950,bicubic
ecaresnet101d_pruned.miil_in1k,95.000,5.000,99.230,0.770,24.88,288,0.950,bicubic
seresnext50_32x4d.racm_in1k,95.000,5.000,99.200,0.800,27.56,288,0.950,bicubic
resnext50_32x4d.a1h_in1k,94.990,5.010,99.190,0.810,25.03,288,1.000,bicubic
crossvit_15_dagger_240.in1k,94.990,5.010,99.160,0.840,28.21,240,0.875,bicubic
coatnet_bn_0_rw_224.sw_in1k,94.980,5.020,99.240,0.760,27.44,224,0.950,bicubic
visformer_small.in1k,94.970,5.030,99.210,0.790,40.22,224,0.900,bicubic
convmixer_1536_20.in1k,94.970,5.030,99.170,0.830,51.63,224,0.960,bicubic
tf_efficientnet_b3.ap_in1k,94.970,5.030,99.110,0.890,12.23,300,0.904,bicubic
resnet152.a2_in1k,94.970,5.030,99.070,0.930,60.19,288,1.000,bicubic
xcit_large_24_p16_224.fb_in1k,94.960,5.040,98.830,1.170,189.10,224,1.000,bicubic
cait_xxs24_384.fb_dist_in1k,94.950,5.050,99.130,0.870,12.03,384,1.000,bicubic
vit_srelpos_medium_patch16_224.sw_in1k,94.940,5.060,99.200,0.800,38.74,224,0.900,bicubic
resnet101.a1_in1k,94.940,5.060,99.040,0.960,44.55,288,1.000,bicubic
gernet_l.idstcv_in1k,94.930,5.070,99.200,0.800,31.08,256,0.875,bilinear
resnetv2_50d_evos.ah_in1k,94.920,5.080,99.180,0.820,25.59,288,1.000,bicubic
swin_s3_tiny_224.ms_in1k,94.920,5.080,99.170,0.830,28.33,224,0.900,bicubic
convit_small.fb_in1k,94.920,5.080,99.100,0.900,27.78,224,0.875,bicubic
nest_tiny_jx.goog_in1k,94.920,5.080,99.100,0.900,17.06,224,0.875,bicubic
tf_efficientnet_b3.aa_in1k,94.910,5.090,99.110,0.890,12.23,300,0.904,bicubic
xcit_tiny_24_p8_224.fb_in1k,94.900,5.100,99.190,0.810,12.11,224,1.000,bicubic
tresnet_l.miil_in1k,94.900,5.100,99.030,0.970,55.99,224,0.875,bilinear
coatnet_0_rw_224.sw_in1k,94.900,5.100,99.020,0.980,27.44,224,0.950,bicubic
vit_small_patch16_224.augreg_in21k_ft_in1k,94.890,5.110,99.270,0.730,22.05,224,0.900,bicubic
ecaresnet50t.a1_in1k,94.890,5.110,99.070,0.930,25.57,288,1.000,bicubic
resnet101.a2_in1k,94.890,5.110,99.060,0.940,44.55,288,1.000,bicubic
mixer_b16_224.miil_in21k_ft_in1k,94.880,5.120,99.080,0.920,59.88,224,0.875,bilinear
regnety_032.tv2_in1k,94.870,5.130,99.230,0.770,19.44,224,0.965,bicubic
convnext_nano.d1h_in1k,94.870,5.130,99.140,0.860,15.59,288,1.000,bicubic
tf_efficientnet_lite4.in1k,94.870,5.130,99.100,0.900,13.01,380,0.920,bilinear
tf_efficientnet_b1.ns_jft_in1k,94.860,5.140,99.250,0.750,7.79,240,0.882,bicubic
coatnext_nano_rw_224.sw_in1k,94.850,5.150,99.200,0.800,14.70,224,0.900,bicubic
resnetaa50.a1h_in1k,94.850,5.150,99.120,0.880,25.56,288,1.000,bicubic
resnet101.tv2_in1k,94.840,5.160,99.030,0.970,44.55,224,0.965,bilinear
edgenext_small.usi_in1k,94.830,5.170,99.410,0.590,5.59,320,1.000,bicubic
vit_base_patch16_rpn_224.sw_in1k,94.830,5.170,99.090,0.910,86.54,224,0.900,bicubic
xcit_small_12_p16_224.fb_in1k,94.820,5.180,99.060,0.940,26.25,224,1.000,bicubic
wide_resnet50_2.tv2_in1k,94.810,5.190,99.260,0.740,68.88,224,0.965,bilinear
resnet50d.ra2_in1k,94.810,5.190,99.230,0.770,25.58,288,0.950,bicubic
lamhalobotnet50ts_256.a1h_in1k,94.810,5.190,98.980,1.020,22.57,256,0.950,bicubic
pit_b_224.in1k,94.810,5.190,98.820,1.180,73.76,224,0.900,bicubic
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,94.800,5.200,99.290,0.710,28.29,224,0.900,bicubic
cs3darknet_focus_l.c2ns_in1k,94.790,5.210,99.160,0.840,21.15,288,0.950,bicubic
gcresnet50t.ra2_in1k,94.780,5.220,99.120,0.880,25.90,288,1.000,bicubic
mobilevitv2_175.cvnets_in22k_ft_in1k,94.780,5.220,99.090,0.910,14.25,256,0.888,bicubic
swinv2_cr_tiny_ns_224.sw_in1k,94.770,5.230,99.110,0.890,28.33,224,0.900,bicubic
twins_svt_small.in1k,94.760,5.240,99.090,0.910,24.06,224,0.900,bicubic
coat_mini.in1k,94.760,5.240,98.950,1.050,10.34,224,0.900,bicubic
vit_base_patch32_clip_224.laion2b_ft_in1k,94.750,5.250,99.070,0.930,88.22,224,0.900,bicubic
resnetv2_50x1_bit.goog_in21k_ft_in1k,94.740,5.260,99.180,0.820,25.55,448,1.000,bilinear
seresnet50.ra2_in1k,94.740,5.260,99.110,0.890,28.09,288,0.950,bicubic
legacy_senet154.in1k,94.730,5.270,99.100,0.900,115.09,224,0.875,bilinear
regnetx_080.tv2_in1k,94.730,5.270,99.030,0.970,39.57,224,0.965,bicubic
resnet152s.gluon_in1k,94.720,5.280,99.060,0.940,60.32,224,0.875,bicubic
halonet50ts.a1h_in1k,94.720,5.280,98.830,1.170,22.73,256,0.940,bicubic
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,94.710,5.290,99.240,0.760,25.03,224,0.875,bilinear
poolformerv2_s36.sail_in1k,94.700,5.300,99.230,0.770,30.79,224,1.000,bicubic
resnest50d_4s2x40d.in1k,94.700,5.300,99.130,0.870,30.42,224,0.875,bicubic
crossvit_15_240.in1k,94.700,5.300,99.080,0.920,27.53,240,0.875,bicubic
senet154.gluon_in1k,94.700,5.300,98.970,1.030,115.09,224,0.875,bicubic
xcit_tiny_12_p8_224.fb_dist_in1k,94.690,5.310,99.180,0.820,6.71,224,1.000,bicubic
pit_s_distilled_224.in1k,94.690,5.310,99.150,0.850,24.04,224,0.900,bicubic
resnetv2_50.a1h_in1k,94.690,5.310,99.090,0.910,25.55,288,1.000,bicubic
deit3_small_patch16_224.fb_in1k,94.690,5.310,98.760,1.240,22.06,224,0.900,bicubic
cs3darknet_l.c2ns_in1k,94.680,5.320,99.230,0.770,21.16,288,0.950,bicubic
vit_relpos_small_patch16_224.sw_in1k,94.680,5.320,99.110,0.890,21.98,224,0.900,bicubic
mobilevitv2_150.cvnets_in22k_ft_in1k,94.680,5.320,98.920,1.080,10.59,256,0.888,bicubic
ecaresnet50d.miil_in1k,94.670,5.330,99.260,0.740,25.58,288,0.950,bicubic
efficientnet_el.ra_in1k,94.670,5.330,99.130,0.870,10.59,300,0.904,bicubic
regnetz_b16.ra3_in1k,94.670,5.330,99.130,0.870,9.72,288,1.000,bicubic
rexnet_200.nav_in1k,94.670,5.330,99.090,0.910,16.37,224,0.875,bicubic
tresnet_m.miil_in1k_448,94.660,5.340,99.150,0.850,31.39,448,0.875,bilinear
seresnext101_64x4d.gluon_in1k,94.650,5.350,98.970,1.030,88.23,224,0.875,bicubic
resnet50_gn.a1h_in1k,94.620,5.380,99.150,0.850,25.56,288,0.950,bicubic
swin_tiny_patch4_window7_224.ms_in1k,94.620,5.380,99.120,0.880,28.29,224,0.900,bicubic
poolformer_s36.sail_in1k,94.620,5.380,99.050,0.950,30.86,224,0.900,bicubic
vit_small_patch16_384.augreg_in1k,94.610,5.390,99.140,0.860,22.20,384,1.000,bicubic
twins_pcpvt_small.in1k,94.600,5.400,99.150,0.850,24.11,224,0.900,bicubic
deit_small_distilled_patch16_224.fb_in1k,94.600,5.400,99.100,0.900,22.44,224,0.900,bicubic
resnet50.tv2_in1k,94.600,5.400,99.090,0.910,25.56,224,0.965,bilinear
resnest50d.in1k,94.600,5.400,99.030,0.970,27.48,224,0.875,bilinear
vit_small_patch32_384.augreg_in21k_ft_in1k,94.590,5.410,99.140,0.860,22.92,384,1.000,bicubic
efficientnet_b3_pruned.in1k,94.590,5.410,99.070,0.930,9.86,300,0.904,bicubic
pit_s_224.in1k,94.590,5.410,98.930,1.070,23.46,224,0.900,bicubic
crossvit_small_240.in1k,94.580,5.420,99.110,0.890,26.86,240,0.875,bicubic
convnext_nano_ols.d1h_in1k,94.580,5.420,99.050,0.950,15.65,288,1.000,bicubic
ecaresnet50t.a2_in1k,94.570,5.430,99.040,0.960,25.57,288,1.000,bicubic
repvgg_b3.rvgg_in1k,94.570,5.430,98.910,1.090,123.09,224,0.875,bilinear
lambda_resnet50ts.a1h_in1k,94.570,5.430,98.650,1.350,21.54,256,0.950,bicubic
tnt_s_patch16_224,94.560,5.440,99.170,0.830,23.76,224,0.900,bicubic
resmlp_36_224.fb_distilled_in1k,94.560,5.440,99.160,0.840,44.69,224,0.875,bicubic
convnextv2_pico.fcmae_ft_in1k,94.560,5.440,99.140,0.860,9.07,288,0.950,bicubic
vit_srelpos_small_patch16_224.sw_in1k,94.550,5.450,99.150,0.850,21.97,224,0.900,bicubic
gernet_m.idstcv_in1k,94.540,5.460,98.920,1.080,21.14,224,0.875,bilinear
ecaresnetlight.miil_in1k,94.530,5.470,99.180,0.820,30.16,288,0.950,bicubic
res2net101d.in1k,94.530,5.470,98.980,1.020,45.23,224,0.875,bilinear
regnety_320.pycls_in1k,94.520,5.480,99.170,0.830,145.05,224,0.875,bicubic
xcit_tiny_12_p16_384.fb_dist_in1k,94.520,5.480,99.170,0.830,6.72,384,1.000,bicubic
mobilevitv2_200.cvnets_in1k,94.520,5.480,98.970,1.030,18.45,256,0.888,bicubic
haloregnetz_b.ra3_in1k,94.520,5.480,98.960,1.040,11.68,224,0.940,bicubic
regnetx_032.tv2_in1k,94.520,5.480,98.910,1.090,15.30,224,0.965,bicubic
sehalonet33ts.ra2_in1k,94.520,5.480,98.770,1.230,13.69,256,0.940,bicubic
resnet50.c1_in1k,94.510,5.490,99.070,0.930,25.56,288,1.000,bicubic
resnet50.b1k_in1k,94.510,5.490,99.000,1.000,25.56,288,1.000,bicubic
repvgg_b3g4.rvgg_in1k,94.500,5.500,99.020,0.980,83.83,224,0.875,bilinear
gcresnext50ts.ch_in1k,94.490,5.510,99.010,0.990,15.67,288,1.000,bicubic
ese_vovnet39b.ra_in1k,94.480,5.520,99.060,0.940,24.57,288,0.950,bicubic
poolformerv2_s24.sail_in1k,94.470,5.530,99.010,0.990,21.34,224,1.000,bicubic
resnet50.d_in1k,94.470,5.530,99.000,1.000,25.56,288,1.000,bicubic
resnext50_32x4d.tv2_in1k,94.460,5.540,99.030,0.970,25.03,224,0.965,bilinear
resnet50d.a2_in1k,94.460,5.540,98.900,1.100,25.58,288,1.000,bicubic
eva02_tiny_patch14_336.mim_in22k_ft_in1k,94.450,5.550,99.100,0.900,5.76,336,1.000,bicubic
seresnet50.a2_in1k,94.450,5.550,98.890,1.110,28.09,288,1.000,bicubic
vit_base_patch32_clip_224.openai_ft_in1k,94.440,5.560,99.180,0.820,88.22,224,0.900,bicubic
convmixer_768_32.in1k,94.440,5.560,99.110,0.890,21.11,224,0.960,bicubic
vit_base_patch16_384.augreg_in1k,94.440,5.560,99.020,0.980,86.86,384,1.000,bicubic
resnet152.a3_in1k,94.440,5.560,98.880,1.120,60.19,224,0.950,bicubic
seresnext101_32x4d.gluon_in1k,94.430,5.570,99.090,0.910,48.96,224,0.875,bicubic
resnet152d.gluon_in1k,94.430,5.570,99.000,1.000,60.21,224,0.875,bicubic
regnety_016.tv2_in1k,94.410,5.590,99.040,0.960,11.20,224,0.965,bicubic
levit_256.fb_dist_in1k,94.400,5.600,99.060,0.940,18.89,224,0.900,bicubic
levit_conv_256.fb_dist_in1k,94.400,5.600,99.060,0.940,18.89,224,0.900,bicubic
vit_base_patch32_224.augreg_in21k_ft_in1k,94.400,5.600,99.060,0.940,88.22,224,0.900,bicubic
resnext50d_32x4d.bt_in1k,94.400,5.600,99.050,0.950,25.05,288,0.950,bicubic
resnet50d.a1_in1k,94.400,5.600,98.790,1.210,25.58,288,1.000,bicubic
poolformer_s24.sail_in1k,94.390,5.610,99.060,0.940,21.39,224,0.900,bicubic
nf_resnet50.ra2_in1k,94.380,5.620,99.070,0.930,25.56,288,0.940,bicubic
resnest50d_1s4x24d.in1k,94.380,5.620,99.070,0.930,25.68,224,0.875,bicubic
inception_v4.tf_in1k,94.380,5.620,98.820,1.180,42.68,299,0.875,bicubic
resnext50_32x4d.a1_in1k,94.380,5.620,98.780,1.220,25.03,288,1.000,bicubic
darknet53.c2ns_in1k,94.360,5.640,99.050,0.950,41.61,288,1.000,bicubic
efficientnet_b2.ra_in1k,94.360,5.640,99.050,0.950,9.11,288,1.000,bicubic
edgenext_small_rw.sw_in1k,94.360,5.640,99.040,0.960,7.83,320,1.000,bicubic
inception_resnet_v2.tf_in1k,94.360,5.640,98.800,1.200,55.84,299,0.897,bicubic
tf_efficientnet_el.in1k,94.350,5.650,99.100,0.900,10.59,300,0.904,bicubic
xcit_tiny_12_p8_224.fb_in1k,94.350,5.650,99.070,0.930,6.71,224,1.000,bicubic
gcresnet33ts.ra2_in1k,94.350,5.650,98.960,1.040,19.88,288,1.000,bicubic
resnext101_64x4d.gluon_in1k,94.350,5.650,98.880,1.120,83.46,224,0.875,bicubic
resmlp_24_224.fb_distilled_in1k,94.330,5.670,99.090,0.910,30.02,224,0.875,bicubic
resnext50_32x4d.ra_in1k,94.330,5.670,99.030,0.970,25.03,288,0.950,bicubic
resnet50.fb_ssl_yfcc100m_ft_in1k,94.320,5.680,99.150,0.850,25.56,224,0.875,bilinear
sebotnet33ts_256.a1h_in1k,94.310,5.690,98.600,1.400,13.70,256,0.940,bicubic
ecaresnet50d_pruned.miil_in1k,94.300,5.700,99.200,0.800,19.94,288,0.950,bicubic
resnet50.b2k_in1k,94.300,5.700,98.930,1.070,25.56,288,1.000,bicubic
tf_efficientnet_b3.in1k,94.290,5.710,99.100,0.900,12.23,300,0.904,bicubic
res2net50d.in1k,94.280,5.720,98.860,1.140,25.72,224,0.875,bilinear
rexnet_150.nav_in1k,94.270,5.730,99.090,0.910,9.73,224,0.875,bicubic
resnet50.c2_in1k,94.270,5.730,99.040,0.960,25.56,288,1.000,bicubic
tf_efficientnet_b2.ap_in1k,94.270,5.730,98.950,1.050,9.11,260,0.890,bicubic
resmlp_big_24_224.fb_in1k,94.270,5.730,98.820,1.180,129.14,224,0.875,bicubic
regnetx_120.pycls_in1k,94.260,5.740,99.170,0.830,46.11,224,0.875,bicubic
seresnet33ts.ra2_in1k,94.260,5.740,99.000,1.000,19.78,288,1.000,bicubic
eca_resnet33ts.ra2_in1k,94.250,5.750,99.030,0.970,19.68,288,1.000,bicubic
cspresnext50.ra_in1k,94.240,5.760,99.050,0.950,20.57,256,0.887,bilinear
xcit_tiny_24_p16_224.fb_dist_in1k,94.240,5.760,98.960,1.040,12.12,224,1.000,bicubic
regnetx_320.pycls_in1k,94.230,5.770,99.050,0.950,107.81,224,0.875,bicubic
mobilevitv2_175.cvnets_in1k,94.230,5.770,98.930,1.070,14.25,256,0.888,bicubic
mixnet_xl.ra_in1k,94.230,5.770,98.820,1.180,11.90,224,0.875,bicubic
tf_efficientnet_b2.aa_in1k,94.220,5.780,99.040,0.960,9.11,260,0.890,bicubic
resnet50.a1_in1k,94.220,5.780,98.930,1.070,25.56,288,1.000,bicubic
resnext50_32x4d.a2_in1k,94.220,5.780,98.750,1.250,25.03,288,1.000,bicubic
maxvit_rmlp_pico_rw_256.sw_in1k,94.210,5.790,99.000,1.000,7.52,256,0.950,bicubic
darknetaa53.c2ns_in1k,94.210,5.790,98.950,1.050,36.02,288,1.000,bilinear
resnet50.a1h_in1k,94.210,5.790,98.920,1.080,25.56,224,1.000,bicubic
resnet101s.gluon_in1k,94.180,5.820,99.010,0.990,44.67,224,0.875,bicubic
resnet101d.gluon_in1k,94.180,5.820,98.940,1.060,44.57,224,0.875,bicubic
seresnext50_32x4d.gluon_in1k,94.180,5.820,98.920,1.080,27.56,224,0.875,bicubic
resnetblur50.bt_in1k,94.170,5.830,99.010,0.990,25.56,288,0.950,bicubic
seresnet50.a1_in1k,94.160,5.840,98.850,1.150,28.09,288,1.000,bicubic
dpn92.mx_in1k,94.150,5.850,98.950,1.050,37.67,224,0.875,bicubic
regnety_064.pycls_in1k,94.130,5.870,99.030,0.970,30.58,224,0.875,bicubic
regnety_160.pycls_in1k,94.130,5.870,99.020,0.980,83.59,224,0.875,bicubic
resnext101_32x4d.gluon_in1k,94.130,5.870,98.940,1.060,44.18,224,0.875,bicubic
resnet50.a2_in1k,94.130,5.870,98.850,1.150,25.56,288,1.000,bicubic
legacy_seresnext101_32x4d.in1k,94.120,5.880,98.970,1.030,48.96,224,0.875,bilinear
inception_resnet_v2.tf_ens_adv_in1k,94.120,5.880,98.790,1.210,55.84,299,0.897,bicubic
resnet50.ra_in1k,94.100,5.900,98.840,1.160,25.56,288,0.950,bicubic
cspdarknet53.ra_in1k,94.090,5.910,98.980,1.020,27.64,256,0.887,bilinear
tf_efficientnet_lite3.in1k,94.090,5.910,98.960,1.040,8.20,300,0.904,bilinear
efficientnet_el_pruned.in1k,94.080,5.920,99.020,0.980,10.59,300,0.904,bicubic
tresnet_m.miil_in1k,94.080,5.920,98.830,1.170,31.39,224,0.875,bilinear
tf_efficientnetv2_b2.in1k,94.060,5.940,98.930,1.070,10.10,260,0.890,bicubic
gcvit_xxtiny.in1k,94.050,5.950,99.080,0.920,12.00,224,0.875,bicubic
mobilevitv2_150.cvnets_in1k,94.050,5.950,98.900,1.100,10.59,256,0.888,bicubic
convnext_pico.d1_in1k,94.030,5.970,99.010,0.990,9.05,288,0.950,bicubic
resnetrs50.tf_in1k,94.030,5.970,98.850,1.150,35.69,224,0.910,bicubic
resnet152.gluon_in1k,94.030,5.970,98.740,1.260,60.19,224,0.875,bicubic
regnetx_016.tv2_in1k,94.020,5.980,98.930,1.070,9.19,224,0.965,bicubic
hrnet_w48.ms_in1k,94.010,5.990,99.030,0.970,77.47,224,0.875,bilinear
regnety_120.pycls_in1k,94.010,5.990,99.030,0.970,51.82,224,0.875,bicubic
convnext_pico_ols.d1_in1k,94.010,5.990,98.930,1.070,9.06,288,1.000,bicubic
dpn107.mx_in1k,94.010,5.990,98.820,1.180,86.92,224,0.875,bicubic
resnet50.ram_in1k,94.000,6.000,98.880,1.120,25.56,288,0.950,bicubic
dla102x2.in1k,93.990,6.010,99.040,0.960,41.28,224,0.875,bilinear
deit_small_patch16_224.fb_in1k,93.990,6.010,98.960,1.040,22.05,224,0.900,bicubic
resnet50.bt_in1k,93.960,6.040,98.930,1.070,25.56,288,0.950,bicubic
skresnext50_32x4d.ra_in1k,93.960,6.040,98.830,1.170,27.48,224,0.875,bicubic
efficientformer_l1.snap_dist_in1k,93.940,6.060,99.030,0.970,12.29,224,0.950,bicubic
ecaresnet26t.ra2_in1k,93.940,6.060,98.930,1.070,16.01,320,0.950,bicubic
dpn98.mx_in1k,93.930,6.070,98.910,1.090,61.57,224,0.875,bicubic
resnet33ts.ra2_in1k,93.930,6.070,98.880,1.120,19.68,288,1.000,bicubic
xception71.tf_in1k,93.920,6.080,98.950,1.050,42.34,299,0.903,bicubic
regnetx_160.pycls_in1k,93.910,6.090,99.090,0.910,54.28,224,0.875,bicubic
cait_xxs36_224.fb_dist_in1k,93.910,6.090,98.890,1.110,17.30,224,1.000,bicubic
vit_base_patch16_224.sam_in1k,93.890,6.110,98.890,1.110,86.57,224,0.900,bicubic
nf_regnet_b1.ra2_in1k,93.890,6.110,98.750,1.250,10.22,288,0.900,bicubic
regnety_080.pycls_in1k,93.880,6.120,99.000,1.000,39.18,224,0.875,bicubic
resnet152c.gluon_in1k,93.880,6.120,98.800,1.200,60.21,224,0.875,bicubic
fbnetv3_d.ra2_in1k,93.870,6.130,98.900,1.100,10.31,256,0.950,bilinear
cspresnet50.ra_in1k,93.870,6.130,98.870,1.130,21.62,256,0.887,bilinear
ecaresnet50t.a3_in1k,93.860,6.140,98.850,1.150,25.57,224,0.950,bicubic
resnet101.a3_in1k,93.860,6.140,98.760,1.240,44.55,224,0.950,bicubic
xcit_tiny_24_p16_224.fb_in1k,93.850,6.150,98.750,1.250,12.12,224,1.000,bicubic
efficientformerv2_s1.snap_dist_in1k,93.840,6.160,98.890,1.110,6.19,224,0.950,bicubic
hrnet_w64.ms_in1k,93.830,6.170,98.940,1.060,128.06,224,0.875,bilinear
repvgg_b2g4.rvgg_in1k,93.830,6.170,98.930,1.070,61.76,224,0.875,bilinear
efficientnet_b2_pruned.in1k,93.800,6.200,98.910,1.090,8.31,260,0.890,bicubic
regnetx_080.pycls_in1k,93.790,6.210,98.910,1.090,39.57,224,0.875,bicubic
dla169.in1k,93.790,6.210,98.860,1.140,53.39,224,0.875,bilinear
dpn68b.ra_in1k,93.790,6.210,98.540,1.460,12.61,288,1.000,bicubic
resnext101_32x8d.tv_in1k,93.780,6.220,98.960,1.040,88.79,224,0.875,bilinear
dpn131.mx_in1k,93.780,6.220,98.850,1.150,79.25,224,0.875,bicubic
resnet101.gluon_in1k,93.760,6.240,98.700,1.300,44.55,224,0.875,bicubic
tf_efficientnet_b0.ns_jft_in1k,93.750,6.250,98.970,1.030,5.29,224,0.875,bicubic
convnextv2_femto.fcmae_ft_in1k,93.750,6.250,98.930,1.070,5.23,288,0.950,bicubic
xception65.tf_in1k,93.750,6.250,98.860,1.140,39.92,299,0.903,bicubic
efficientnet_em.ra2_in1k,93.730,6.270,98.930,1.070,6.90,240,0.882,bicubic
hrnet_w40.ms_in1k,93.730,6.270,98.800,1.200,57.56,224,0.875,bilinear
wide_resnet101_2.tv_in1k,93.720,6.280,98.810,1.190,126.89,224,0.875,bilinear
tf_efficientnet_b1.aa_in1k,93.720,6.280,98.800,1.200,7.79,240,0.882,bicubic
tf_efficientnet_b2.in1k,93.710,6.290,98.930,1.070,9.11,260,0.890,bicubic
tf_efficientnetv2_b1.in1k,93.710,6.290,98.820,1.180,8.14,240,0.882,bicubic
levit_192.fb_dist_in1k,93.710,6.290,98.790,1.210,10.95,224,0.900,bicubic
levit_conv_192.fb_dist_in1k,93.710,6.290,98.790,1.210,10.95,224,0.900,bicubic
regnetx_040.pycls_in1k,93.690,6.310,98.930,1.070,22.12,224,0.875,bicubic
resnet101c.gluon_in1k,93.690,6.310,98.760,1.240,44.57,224,0.875,bicubic
rexnet_130.nav_in1k,93.680,6.320,98.700,1.300,7.56,224,0.875,bicubic
resnext50_32x4d.gluon_in1k,93.670,6.330,98.690,1.310,25.03,224,0.875,bicubic
resmlp_36_224.fb_in1k,93.650,6.350,98.950,1.050,44.69,224,0.875,bicubic
regnetx_064.pycls_in1k,93.640,6.360,99.040,0.960,26.21,224,0.875,bicubic
regnety_040.pycls_in1k,93.630,6.370,98.950,1.050,20.65,224,0.875,bicubic
fbnetv3_b.ra2_in1k,93.630,6.370,98.910,1.090,8.60,256,0.950,bilinear
resnet50.am_in1k,93.630,6.370,98.870,1.130,25.56,224,0.875,bicubic
hrnet_w44.ms_in1k,93.620,6.380,98.960,1.040,67.06,224,0.875,bilinear
tf_efficientnet_b1.ap_in1k,93.620,6.380,98.800,1.200,7.79,240,0.882,bicubic
legacy_xception.tf_in1k,93.620,6.380,98.770,1.230,22.86,299,0.897,bicubic
resnet34d.ra2_in1k,93.600,6.400,98.760,1.240,21.82,288,0.950,bicubic
res2net50_26w_6s.in1k,93.590,6.410,98.740,1.260,37.05,224,0.875,bilinear
resnet32ts.ra2_in1k,93.590,6.410,98.740,1.260,17.96,288,1.000,bicubic
halonet26t.a1h_in1k,93.590,6.410,98.630,1.370,12.48,256,0.950,bicubic
repvgg_b2.rvgg_in1k,93.580,6.420,99.070,0.930,89.02,224,0.875,bilinear
dla60_res2next.in1k,93.580,6.420,98.780,1.220,17.03,224,0.875,bilinear
tf_efficientnet_cc_b1_8e.in1k,93.580,6.420,98.690,1.310,39.72,240,0.882,bicubic
resnet50s.gluon_in1k,93.570,6.430,98.840,1.160,25.68,224,0.875,bicubic
inception_v3.gluon_in1k,93.560,6.440,98.840,1.160,23.83,299,0.875,bicubic
resnext50_32x4d.a3_in1k,93.550,6.450,98.820,1.180,25.03,224,0.950,bicubic
eca_halonext26ts.c1_in1k,93.550,6.450,98.680,1.320,10.76,256,0.940,bicubic
dla102x.in1k,93.540,6.460,98.850,1.150,26.31,224,0.875,bilinear
resnet50d.gluon_in1k,93.540,6.460,98.710,1.290,25.58,224,0.875,bicubic
res2net101_26w_4s.in1k,93.530,6.470,98.600,1.400,45.21,224,0.875,bilinear
convnext_tiny.fb_in22k_ft_in1k,93.530,6.470,98.570,1.430,28.59,288,1.000,bicubic
coat_tiny.in1k,93.510,6.490,98.680,1.320,5.50,224,0.900,bicubic
SelecSls60b.in1k,93.500,6.500,98.840,1.160,32.77,224,0.875,bicubic
gmlp_s16_224.ra3_in1k,93.500,6.500,98.780,1.220,19.42,224,0.875,bicubic
pvt_v2_b1.in1k,93.490,6.510,98.860,1.140,14.01,224,0.900,bicubic
hrnet_w18.ms_aug_in1k,93.480,6.520,98.980,1.020,21.30,224,0.950,bilinear
mobilevitv2_125.cvnets_in1k,93.480,6.520,98.840,1.160,7.48,256,0.888,bicubic
xception41.tf_in1k,93.480,6.520,98.750,1.250,26.97,299,0.903,bicubic
coat_lite_mini.in1k,93.470,6.530,98.770,1.230,11.01,224,0.900,bicubic
regnety_032.pycls_in1k,93.460,6.540,98.950,1.050,19.44,224,0.875,bicubic
wide_resnet50_2.tv_in1k,93.460,6.540,98.950,1.050,68.88,224,0.875,bilinear
legacy_seresnext50_32x4d.in1k,93.450,6.550,98.800,1.200,27.56,224,0.875,bilinear
cait_xxs24_224.fb_dist_in1k,93.450,6.550,98.780,1.220,11.96,224,1.000,bicubic
vit_small_patch16_224.augreg_in1k,93.450,6.550,98.780,1.220,22.05,224,0.900,bicubic
convnext_femto.d1_in1k,93.440,6.560,98.820,1.180,5.22,288,0.950,bicubic
repvgg_b1.rvgg_in1k,93.440,6.560,98.790,1.210,57.42,224,0.875,bilinear
botnet26t_256.c1_in1k,93.440,6.560,98.650,1.350,12.49,256,0.950,bicubic
lambda_resnet26rpt_256.c1_in1k,93.430,6.570,98.880,1.120,10.99,256,0.940,bicubic
lambda_resnet26t.c1_in1k,93.430,6.570,98.730,1.270,10.96,256,0.940,bicubic
vit_tiny_patch16_384.augreg_in21k_ft_in1k,93.420,6.580,98.830,1.170,5.79,384,1.000,bicubic
resmlp_24_224.fb_in1k,93.420,6.580,98.810,1.190,30.02,224,0.875,bicubic
legacy_seresnet152.in1k,93.410,6.590,98.850,1.150,66.82,224,0.875,bilinear
hrnet_w30.ms_in1k,93.410,6.590,98.830,1.170,37.71,224,0.875,bilinear
resnet50d.a3_in1k,93.410,6.590,98.750,1.250,25.58,224,0.950,bicubic
res2net50_26w_8s.in1k,93.410,6.590,98.690,1.310,48.40,224,0.875,bilinear
convnext_femto_ols.d1_in1k,93.390,6.610,98.910,1.090,5.23,288,0.950,bicubic
dla60_res2net.in1k,93.370,6.630,98.830,1.170,20.85,224,0.875,bilinear
xcit_tiny_12_p16_224.fb_dist_in1k,93.350,6.650,98.760,1.240,6.72,224,1.000,bicubic
eca_botnext26ts_256.c1_in1k,93.350,6.650,98.690,1.310,10.59,256,0.950,bicubic
seresnext26t_32x4d.bt_in1k,93.350,6.650,98.690,1.310,16.81,288,0.950,bicubic
vit_base_patch16_224.augreg_in1k,93.350,6.650,98.660,1.340,86.57,224,0.900,bicubic
xcit_nano_12_p8_384.fb_dist_in1k,93.300,6.700,98.860,1.140,3.05,384,1.000,bicubic
pit_xs_distilled_224.in1k,93.280,6.720,98.790,1.210,11.00,224,0.900,bicubic
cs3darknet_m.c2ns_in1k,93.280,6.720,98.720,1.280,9.31,288,0.950,bicubic
legacy_seresnet101.in1k,93.270,6.730,98.740,1.260,49.33,224,0.875,bilinear
dla102.in1k,93.250,6.750,98.790,1.210,33.27,224,0.875,bilinear
resnet152.tv_in1k,93.240,6.760,98.750,1.250,60.19,224,0.875,bilinear
regnetx_032.pycls_in1k,93.240,6.760,98.720,1.280,15.30,224,0.875,bicubic
mixnet_l.ft_in1k,93.240,6.760,98.700,1.300,7.33,224,0.875,bicubic
resnest26d.gluon_in1k,93.230,6.770,98.850,1.150,17.07,224,0.875,bilinear
dla60x.in1k,93.190,6.810,98.720,1.280,17.35,224,0.875,bilinear
tf_efficientnet_em.in1k,93.190,6.810,98.660,1.340,6.90,240,0.882,bicubic
inception_v3.tf_in1k,93.190,6.810,98.490,1.510,23.83,299,0.875,bicubic
res2net50_26w_4s.in1k,93.180,6.820,98.660,1.340,25.70,224,0.875,bilinear
regnety_008_tv.tv2_in1k,93.160,6.840,98.680,1.320,6.43,224,0.965,bicubic
mobilevit_s.cvnets_in1k,93.150,6.850,98.780,1.220,5.58,256,0.900,bicubic
res2next50.in1k,93.150,6.850,98.640,1.360,24.67,224,0.875,bilinear
vit_base_patch32_384.augreg_in1k,93.150,6.850,98.610,1.390,88.30,384,1.000,bicubic
mobilevitv2_100.cvnets_in1k,93.140,6.860,98.760,1.240,4.90,256,0.888,bicubic
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,93.140,6.860,98.310,1.690,119.42,256,0.900,bicubic
bat_resnext26ts.ch_in1k,93.120,6.880,98.730,1.270,10.73,256,0.900,bicubic
cs3darknet_focus_m.c2ns_in1k,93.100,6.900,98.750,1.250,9.30,288,0.950,bicubic
seresnext26d_32x4d.bt_in1k,93.060,6.940,98.710,1.290,16.81,288,0.950,bicubic
tf_efficientnetv2_b0.in1k,93.060,6.940,98.700,1.300,7.14,224,0.875,bicubic
repvgg_b1g4.rvgg_in1k,93.030,6.970,98.820,1.180,39.97,224,0.875,bilinear
levit_128.fb_dist_in1k,93.030,6.970,98.710,1.290,9.21,224,0.900,bicubic
levit_conv_128.fb_dist_in1k,93.030,6.970,98.700,1.300,9.21,224,0.900,bicubic
res2net50_14w_8s.in1k,93.030,6.970,98.700,1.300,25.06,224,0.875,bilinear
densenetblur121d.ra_in1k,93.030,6.970,98.600,1.400,8.00,288,0.950,bicubic
tf_mixnet_l.in1k,93.030,6.970,98.530,1.470,7.33,224,0.875,bicubic
efficientnet_b1.ft_in1k,93.020,6.980,98.710,1.290,7.79,256,1.000,bicubic
regnety_016.pycls_in1k,93.010,6.990,98.670,1.330,11.20,224,0.875,bicubic
SelecSls60.in1k,93.000,7.000,98.820,1.180,30.67,224,0.875,bicubic
resnet34.a1_in1k,93.000,7.000,98.630,1.370,21.80,288,1.000,bicubic
inception_v3.tf_adv_in1k,93.000,7.000,98.490,1.510,23.83,299,0.875,bicubic
visformer_tiny.in1k,92.980,7.020,98.730,1.270,10.32,224,0.900,bicubic
convnext_atto_ols.a2_in1k,92.980,7.020,98.670,1.330,3.70,288,0.950,bicubic
hardcorenas_f.miil_green_in1k,92.980,7.020,98.620,1.380,8.20,224,0.875,bilinear
efficientnet_b1_pruned.in1k,92.980,7.020,98.530,1.470,6.33,240,0.882,bicubic
hrnet_w32.ms_in1k,92.960,7.040,98.850,1.150,41.23,224,0.875,bilinear
seresnext26ts.ch_in1k,92.940,7.060,98.670,1.330,10.39,288,1.000,bicubic
tf_efficientnet_b1.in1k,92.940,7.060,98.660,1.340,7.79,240,0.882,bicubic
hardcorenas_e.miil_green_in1k,92.940,7.060,98.580,1.420,8.07,224,0.875,bilinear
resnet50.a3_in1k,92.940,7.060,98.530,1.470,25.56,224,0.950,bicubic
efficientnet_es.ra_in1k,92.920,7.080,98.690,1.310,5.44,224,0.875,bicubic
resnet26t.ra2_in1k,92.920,7.080,98.680,1.320,16.01,320,1.000,bicubic
convnextv2_atto.fcmae_ft_in1k,92.920,7.080,98.560,1.440,3.71,288,0.950,bicubic
resnet50c.gluon_in1k,92.910,7.090,98.700,1.300,25.58,224,0.875,bicubic
resnext50_32x4d.tv_in1k,92.900,7.100,98.730,1.270,25.03,224,0.875,bilinear
inception_v3.tv_in1k,92.900,7.100,98.320,1.680,23.83,299,0.875,bicubic
densenet161.tv_in1k,92.890,7.110,98.790,1.210,28.68,224,0.875,bicubic
pit_xs_224.in1k,92.890,7.110,98.770,1.230,10.62,224,0.900,bicubic
poolformerv2_s12.sail_in1k,92.890,7.110,98.530,1.470,11.89,224,1.000,bicubic
resnet101.tv_in1k,92.880,7.120,98.660,1.340,44.55,224,0.875,bilinear
resmlp_12_224.fb_distilled_in1k,92.870,7.130,98.620,1.380,15.35,224,0.875,bicubic
tf_efficientnet_cc_b0_8e.in1k,92.870,7.130,98.460,1.540,24.01,224,0.875,bicubic
coat_lite_tiny.in1k,92.860,7.140,98.630,1.370,5.72,224,0.900,bicubic
rexnet_100.nav_in1k,92.830,7.170,98.600,1.400,4.80,224,0.875,bicubic
tf_efficientnet_cc_b0_4e.in1k,92.820,7.180,98.440,1.560,13.31,224,0.875,bicubic
tinynet_a.in1k,92.800,7.200,98.560,1.440,6.19,192,0.875,bicubic
dpn68b.mx_in1k,92.790,7.210,98.520,1.480,12.61,224,0.875,bicubic
res2net50_48w_2s.in1k,92.780,7.220,98.470,1.530,25.29,224,0.875,bilinear
hrnet_w18.ms_in1k,92.770,7.230,98.660,1.340,21.30,224,0.875,bilinear
convnext_atto.d2_in1k,92.770,7.230,98.620,1.380,3.70,288,0.950,bicubic
ese_vovnet19b_dw.ra_in1k,92.760,7.240,98.650,1.350,6.54,288,0.950,bicubic
crossvit_9_dagger_240.in1k,92.760,7.240,98.490,1.510,8.78,240,0.875,bicubic
eca_resnext26ts.ch_in1k,92.750,7.250,98.710,1.290,10.30,288,1.000,bicubic
gcresnext26ts.ch_in1k,92.740,7.260,98.610,1.390,10.48,288,1.000,bicubic
densenet201.tv_in1k,92.700,7.300,98.640,1.360,20.01,224,0.875,bicubic
densenet121.ra_in1k,92.700,7.300,98.600,1.400,7.98,288,0.950,bicubic
repvgg_a2.rvgg_in1k,92.680,7.320,98.530,1.470,28.21,224,0.875,bilinear
gmixer_24_224.ra3_in1k,92.680,7.320,98.280,1.720,24.72,224,0.875,bicubic
legacy_seresnet50.in1k,92.670,7.330,98.650,1.350,28.09,224,0.875,bilinear
dla60.in1k,92.640,7.360,98.630,1.370,22.04,224,0.875,bilinear
tf_efficientnet_b0.ap_in1k,92.620,7.380,98.370,1.630,5.29,224,0.875,bicubic
mobilenetv2_120d.ra_in1k,92.610,7.390,98.510,1.490,5.83,224,0.875,bicubic
hardcorenas_d.miil_green_in1k,92.610,7.390,98.430,1.570,7.50,224,0.875,bilinear
legacy_seresnext26_32x4d.in1k,92.600,7.400,98.410,1.590,16.79,224,0.875,bicubic
tf_efficientnet_lite2.in1k,92.590,7.410,98.540,1.460,6.09,260,0.890,bicubic
resnet34.a2_in1k,92.570,7.430,98.570,1.430,21.80,288,1.000,bicubic
skresnet34.ra_in1k,92.570,7.430,98.520,1.480,22.28,224,0.875,bicubic
resnet50.gluon_in1k,92.560,7.440,98.550,1.450,25.56,224,0.875,bicubic
resnet26d.bt_in1k,92.550,7.450,98.650,1.350,16.01,288,0.950,bicubic
regnetx_016.pycls_in1k,92.530,7.470,98.550,1.450,9.19,224,0.875,bicubic
poolformer_s12.sail_in1k,92.500,7.500,98.400,1.600,11.92,224,0.900,bicubic
regnetx_008.tv2_in1k,92.490,7.510,98.430,1.570,7.26,224,0.965,bicubic
efficientnet_b0.ra_in1k,92.480,7.520,98.680,1.320,5.29,224,0.875,bicubic
xcit_tiny_12_p16_224.fb_in1k,92.480,7.520,98.630,1.370,6.72,224,1.000,bicubic
SelecSls42b.in1k,92.480,7.520,98.430,1.570,32.46,224,0.875,bicubic
gernet_s.idstcv_in1k,92.440,7.560,98.500,1.500,8.17,224,0.875,bilinear
xcit_nano_12_p8_224.fb_dist_in1k,92.430,7.570,98.530,1.470,3.05,224,1.000,bicubic
tf_efficientnet_b0.aa_in1k,92.400,7.600,98.470,1.530,5.29,224,0.875,bicubic
resnext26ts.ra2_in1k,92.380,7.620,98.390,1.610,10.30,288,1.000,bicubic
seresnet50.a3_in1k,92.360,7.640,98.330,1.670,28.09,224,0.950,bicubic
hardcorenas_c.miil_green_in1k,92.350,7.650,98.340,1.660,5.52,224,0.875,bilinear
convmixer_1024_20_ks9_p14.in1k,92.330,7.670,98.430,1.570,24.38,224,0.960,bicubic
dpn68.mx_in1k,92.300,7.700,98.610,1.390,12.61,224,0.875,bicubic
densenet169.tv_in1k,92.300,7.700,98.590,1.410,14.15,224,0.875,bicubic
tf_efficientnet_lite1.in1k,92.290,7.710,98.500,1.500,5.42,240,0.882,bicubic
resnet34.bt_in1k,92.280,7.720,98.600,1.400,21.80,288,0.950,bicubic
tf_efficientnet_b0.in1k,92.280,7.720,98.550,1.450,5.29,224,0.875,bicubic
mixnet_m.ft_in1k,92.270,7.730,98.360,1.640,5.01,224,0.875,bicubic
mobilenetv3_large_100.miil_in21k_ft_in1k,92.260,7.740,98.240,1.760,5.48,224,0.875,bilinear
tf_mixnet_m.in1k,92.210,7.790,98.420,1.580,5.01,224,0.875,bicubic
vit_small_patch32_224.augreg_in21k_ft_in1k,92.140,7.860,98.520,1.480,22.88,224,0.900,bicubic
xcit_nano_12_p16_384.fb_dist_in1k,92.140,7.860,98.510,1.490,3.05,384,1.000,bicubic
resmlp_12_224.fb_in1k,92.120,7.880,98.570,1.430,15.35,224,0.875,bicubic
resnet26.bt_in1k,92.120,7.880,98.550,1.450,16.00,288,0.950,bicubic
resnet50.tv_in1k,92.120,7.880,98.410,1.590,25.56,224,0.875,bilinear
tf_efficientnet_es.in1k,92.110,7.890,98.430,1.570,5.44,224,0.875,bicubic
mobilenetv2_140.ra_in1k,92.050,7.950,98.250,1.750,6.11,224,0.875,bicubic
mobilevitv2_075.cvnets_in1k,91.970,8.030,98.300,1.700,2.87,256,0.888,bicubic
hardcorenas_b.miil_green_in1k,91.920,8.080,98.410,1.590,5.18,224,0.875,bilinear
vit_tiny_patch16_224.augreg_in21k_ft_in1k,91.920,8.080,98.340,1.660,5.72,224,0.900,bicubic
regnety_008.pycls_in1k,91.890,8.110,98.410,1.590,6.26,224,0.875,bicubic
efficientformerv2_s0.snap_dist_in1k,91.870,8.130,98.370,1.630,3.60,224,0.950,bicubic
mixnet_s.ft_in1k,91.770,8.230,98.310,1.690,4.13,224,0.875,bicubic
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,91.730,8.270,98.430,1.570,6.36,384,1.000,bicubic
efficientnet_es_pruned.in1k,91.690,8.310,98.410,1.590,5.44,224,0.875,bicubic
repvgg_b0.rvgg_in1k,91.680,8.320,98.450,1.550,15.82,224,0.875,bilinear
tf_mixnet_s.in1k,91.680,8.320,98.240,1.760,4.13,224,0.875,bicubic
semnasnet_100.rmsp_in1k,91.670,8.330,98.290,1.710,3.89,224,0.875,bicubic
regnety_004.tv2_in1k,91.620,8.380,98.290,1.710,4.34,224,0.965,bicubic
hardcorenas_a.miil_green_in1k,91.620,8.380,98.170,1.830,5.26,224,0.875,bilinear
edgenext_x_small.in1k,91.580,8.420,98.190,1.810,2.34,288,1.000,bicubic
regnety_006.pycls_in1k,91.560,8.440,98.430,1.570,6.06,224,0.875,bicubic
mobilenetv3_rw.rmsp_in1k,91.550,8.450,98.280,1.720,5.48,224,0.875,bicubic
levit_128s.fb_dist_in1k,91.510,8.490,98.400,1.600,7.78,224,0.900,bicubic
levit_conv_128s.fb_dist_in1k,91.500,8.500,98.400,1.600,7.78,224,0.900,bicubic
legacy_seresnet34.in1k,91.490,8.510,98.200,1.800,21.96,224,0.875,bilinear
mobilenetv3_large_100.ra_in1k,91.470,8.530,98.320,1.680,5.48,224,0.875,bicubic
tf_mobilenetv3_large_100.in1k,91.420,8.580,98.260,1.740,5.48,224,0.875,bilinear
densenet121.tv_in1k,91.400,8.600,98.250,1.750,7.98,224,0.875,bicubic
mobilenetv2_110d.ra_in1k,91.330,8.670,98.190,1.810,4.52,224,0.875,bicubic
tf_efficientnet_lite0.in1k,91.280,8.720,98.090,1.910,4.65,224,0.875,bicubic
fbnetc_100.rmsp_in1k,91.280,8.720,97.840,2.160,5.57,224,0.875,bilinear
efficientnet_lite0.ra_in1k,91.260,8.740,98.240,1.760,4.65,224,0.875,bicubic
dla34.in1k,91.220,8.780,98.170,1.830,15.74,224,0.875,bilinear
mobilevit_xs.cvnets_in1k,91.210,8.790,98.220,1.780,2.32,256,0.900,bicubic
mnasnet_100.rmsp_in1k,91.210,8.790,98.060,1.940,4.38,224,0.875,bicubic
regnetx_008.pycls_in1k,91.180,8.820,98.370,1.630,7.26,224,0.875,bicubic
hrnet_w18_small_v2.ms_in1k,91.160,8.840,98.340,1.660,15.60,224,0.875,bilinear
regnetx_004_tv.tv2_in1k,91.160,8.840,98.110,1.890,5.50,224,0.965,bicubic
resnest14d.gluon_in1k,91.150,8.850,98.330,1.670,10.61,224,0.875,bilinear
mixer_b16_224.goog_in21k_ft_in1k,91.140,8.860,97.400,2.600,59.88,224,0.875,bicubic
tinynet_b.in1k,91.120,8.880,98.060,1.940,3.73,188,0.875,bicubic
xcit_nano_12_p8_224.fb_in1k,91.100,8.900,98.230,1.770,3.05,224,1.000,bicubic
resnet34.gluon_in1k,91.090,8.910,98.170,1.830,21.80,224,0.875,bicubic
deit_tiny_distilled_patch16_224.fb_in1k,91.080,8.920,98.270,1.730,5.91,224,0.900,bicubic
resnet18.fb_swsl_ig1b_ft_in1k,91.080,8.920,98.200,1.800,11.69,224,0.875,bilinear
crossvit_9_240.in1k,91.060,8.940,98.300,1.700,8.55,240,0.875,bicubic
vgg19_bn.tv_in1k,90.990,9.010,98.100,1.900,143.68,224,0.875,bilinear
resnet18d.ra2_in1k,90.800,9.200,98.160,1.840,11.71,288,0.950,bicubic
regnetx_006.pycls_in1k,90.790,9.210,98.090,1.910,6.20,224,0.875,bicubic
regnety_004.pycls_in1k,90.770,9.230,98.070,1.930,4.34,224,0.875,bicubic
pit_ti_distilled_224.in1k,90.730,9.270,98.250,1.750,5.10,224,0.900,bicubic
resnet18.fb_ssl_yfcc100m_ft_in1k,90.700,9.300,98.030,1.970,11.69,224,0.875,bilinear
spnasnet_100.rmsp_in1k,90.590,9.410,97.950,2.050,4.42,224,0.875,bilinear
vit_base_patch32_224.augreg_in1k,90.590,9.410,97.720,2.280,88.22,224,0.900,bicubic
convit_tiny.fb_in1k,90.550,9.450,98.190,1.810,5.71,224,0.875,bicubic
vgg16_bn.tv_in1k,90.540,9.460,97.990,2.010,138.37,224,0.875,bilinear
crossvit_tiny_240.in1k,90.530,9.470,97.950,2.050,7.01,240,0.875,bicubic
ghostnet_100.in1k,90.450,9.550,97.820,2.180,5.18,224,0.875,bilinear
pit_ti_224.in1k,90.420,9.580,98.010,1.990,4.85,224,0.900,bicubic
tf_mobilenetv3_large_075.in1k,90.330,9.670,97.870,2.130,3.99,224,0.875,bilinear
resnet34.tv_in1k,90.300,9.700,97.970,2.030,21.80,224,0.875,bilinear
resnet34.a3_in1k,90.240,9.760,97.880,2.120,21.80,224,0.950,bicubic
semnasnet_075.rmsp_in1k,90.220,9.780,97.950,2.050,2.91,224,0.875,bicubic
resnet18.a1_in1k,90.200,9.800,97.760,2.240,11.69,288,1.000,bicubic
xcit_nano_12_p16_224.fb_dist_in1k,90.190,9.810,97.750,2.250,3.05,224,1.000,bicubic
skresnet18.ra_in1k,90.180,9.820,97.780,2.220,11.96,224,0.875,bicubic
hrnet_w18_small.ms_in1k,89.870,10.130,97.890,2.110,13.19,224,0.875,bilinear
vit_base_patch32_224.sam_in1k,89.870,10.130,97.600,2.400,88.22,224,0.900,bicubic
mobilenetv2_100.ra_in1k,89.850,10.150,97.830,2.170,3.50,224,0.875,bicubic
edgenext_xx_small.in1k,89.800,10.200,97.500,2.500,1.33,288,1.000,bicubic
vgg19.tv_in1k,89.680,10.320,97.550,2.450,143.67,224,0.875,bilinear
deit_tiny_patch16_224.fb_in1k,89.610,10.390,97.960,2.040,5.72,224,0.900,bicubic
resnet18.a2_in1k,89.480,10.520,97.630,2.370,11.69,288,1.000,bicubic
regnetx_004.pycls_in1k,89.460,10.540,97.760,2.240,5.16,224,0.875,bicubic
vgg16.tv_in1k,89.370,10.630,97.520,2.480,138.36,224,0.875,bilinear
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,89.340,10.660,97.700,2.300,6.34,224,0.900,bicubic
legacy_seresnet18.in1k,89.260,10.740,97.690,2.310,11.78,224,0.875,bicubic
resnet14t.c3_in1k,89.250,10.750,97.440,2.560,10.08,224,0.950,bicubic
vgg13_bn.tv_in1k,89.200,10.800,97.530,2.470,133.05,224,0.875,bilinear
tf_mobilenetv3_large_minimal_100.in1k,89.160,10.840,97.310,2.690,3.92,224,0.875,bilinear
mobilevitv2_050.cvnets_in1k,89.030,10.970,97.590,2.410,1.37,256,0.888,bicubic
pvt_v2_b0.in1k,88.970,11.030,97.690,2.310,3.67,224,0.900,bicubic
xcit_nano_12_p16_224.fb_in1k,88.970,11.030,97.410,2.590,3.05,224,1.000,bicubic
lcnet_100.ra2_in1k,88.910,11.090,97.380,2.620,2.95,224,0.875,bicubic
resnet18.gluon_in1k,88.660,11.340,97.090,2.910,11.69,224,0.875,bicubic
tinynet_c.in1k,88.400,11.600,97.260,2.740,2.46,184,0.875,bicubic
vgg11_bn.tv_in1k,88.400,11.600,97.250,2.750,132.87,224,0.875,bilinear
regnety_002.pycls_in1k,88.190,11.810,97.440,2.560,3.16,224,0.875,bicubic
resnet18.tv_in1k,88.150,11.850,97.120,2.880,11.69,224,0.875,bilinear
mobilevit_xxs.cvnets_in1k,87.930,12.070,97.190,2.810,1.27,256,0.900,bicubic
vgg13.tv_in1k,87.570,12.430,97.110,2.890,133.05,224,0.875,bilinear
regnetx_002.pycls_in1k,87.360,12.640,97.000,3.000,2.68,224,0.875,bicubic
vgg11.tv_in1k,87.350,12.650,97.100,2.900,132.86,224,0.875,bilinear
dla60x_c.in1k,87.130,12.870,97.140,2.860,1.32,224,0.875,bilinear
resnet18.a3_in1k,87.070,12.930,96.660,3.340,11.69,224,0.950,bicubic
mixer_l16_224.goog_in21k_ft_in1k,86.990,13.010,94.070,5.930,208.20,224,0.875,bicubic
lcnet_075.ra2_in1k,86.960,13.040,96.550,3.450,2.36,224,0.875,bicubic
resnet10t.c3_in1k,86.680,13.320,96.730,3.270,5.44,224,0.950,bicubic
mobilenetv3_small_100.lamb_in1k,86.180,13.820,96.450,3.550,2.54,224,0.875,bicubic
tf_mobilenetv3_small_100.in1k,85.940,14.060,96.400,3.600,2.54,224,0.875,bilinear
mnasnet_small.lamb_in1k,85.480,14.520,96.000,4.000,2.03,224,0.875,bicubic
tinynet_d.in1k,85.440,14.560,96.020,3.980,2.34,152,0.875,bicubic
dla46x_c.in1k,85.430,14.570,96.430,3.570,1.07,224,0.875,bilinear
mobilenetv2_050.lamb_in1k,84.990,15.010,95.620,4.380,1.97,224,0.875,bicubic
dla46_c.in1k,84.700,15.300,96.210,3.790,1.30,224,0.875,bilinear
tf_mobilenetv3_small_075.in1k,84.500,15.500,95.880,4.120,2.04,224,0.875,bilinear
mobilenetv3_small_075.lamb_in1k,84.120,15.880,95.520,4.480,2.04,224,0.875,bicubic
lcnet_050.ra2_in1k,83.030,16.970,95.000,5.000,1.88,224,0.875,bicubic
tf_mobilenetv3_small_minimal_100.in1k,82.670,17.330,95.020,4.980,2.04,224,0.875,bilinear
tinynet_e.in1k,79.820,20.180,93.970,6.030,2.04,106,0.875,bicubic
mobilenetv3_small_050.lamb_in1k,78.090,21.910,93.010,6.990,1.59,224,0.875,bicubic