results/results-imagenet-a-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,98.930,1.070,99.910,0.090,305.08,448,1.000,bicubic
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,98.850,1.150,99.880,0.120,305.08,448,1.000,bicubic
eva02_large_patch14_448.mim_in22k_ft_in1k,98.840,1.160,99.830,0.170,305.08,448,1.000,bicubic
eva_giant_patch14_560.m30m_ft_in22k_in1k,98.830,1.170,99.900,0.100,"1,014.45",560,1.000,bicubic
eva_giant_patch14_336.clip_ft_in1k,98.820,1.180,99.810,0.190,"1,013.01",336,1.000,bicubic
eva_giant_patch14_336.m30m_ft_in22k_in1k,98.810,1.190,99.900,0.100,"1,013.01",336,1.000,bicubic
eva_large_patch14_336.in22k_ft_in22k_in1k,98.740,1.260,99.810,0.190,304.53,336,1.000,bicubic
eva_large_patch14_336.in22k_ft_in1k,98.730,1.270,99.870,0.130,304.53,336,1.000,bicubic
eva02_large_patch14_448.mim_m38m_ft_in1k,98.730,1.270,99.790,0.210,305.08,448,1.000,bicubic
convnextv2_huge.fcmae_ft_in22k_in1k_384,98.670,1.330,99.860,0.140,660.29,384,1.000,bicubic
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,98.640,1.360,99.800,0.200,87.12,448,1.000,bicubic
maxvit_base_tf_512.in21k_ft_in1k,98.620,1.380,99.800,0.200,119.88,512,1.000,bicubic
maxvit_xlarge_tf_512.in21k_ft_in1k,98.620,1.380,99.800,0.200,475.77,512,1.000,bicubic
maxvit_large_tf_512.in21k_ft_in1k,98.620,1.380,99.790,0.210,212.33,512,1.000,bicubic
convnextv2_huge.fcmae_ft_in22k_in1k_512,98.600,1.400,99.870,0.130,660.29,512,1.000,bicubic
beit_large_patch16_512.in22k_ft_in22k_in1k,98.560,1.440,99.840,0.160,305.67,512,1.000,bicubic
tf_efficientnet_l2.ns_jft_in1k,98.550,1.450,99.820,0.180,480.31,800,0.960,bicubic
beitv2_large_patch16_224.in1k_ft_in22k_in1k,98.540,1.460,99.760,0.240,304.43,224,0.950,bicubic
beit_large_patch16_384.in22k_ft_in22k_in1k,98.520,1.480,99.820,0.180,305.00,384,1.000,bicubic
maxvit_base_tf_384.in21k_ft_in1k,98.520,1.480,99.750,0.250,119.65,384,1.000,bicubic
tf_efficientnet_l2.ns_jft_in1k_475,98.500,1.500,99.830,0.170,480.31,475,0.936,bicubic
maxvit_xlarge_tf_384.in21k_ft_in1k,98.500,1.500,99.780,0.220,475.32,384,1.000,bicubic
maxvit_large_tf_384.in21k_ft_in1k,98.490,1.510,99.750,0.250,212.03,384,1.000,bicubic
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,98.480,1.520,99.780,0.220,200.13,384,1.000,bicubic
deit3_large_patch16_384.fb_in22k_ft_in1k,98.460,1.540,99.760,0.240,304.76,384,1.000,bicubic
eva_giant_patch14_224.clip_ft_in1k,98.460,1.540,99.750,0.250,"1,012.56",224,0.900,bicubic
regnety_1280.swag_ft_in1k,98.450,1.550,99.870,0.130,644.81,384,1.000,bicubic
caformer_b36.sail_in22k_ft_in1k_384,98.450,1.550,99.810,0.190,98.75,384,1.000,bicubic
eva02_base_patch14_448.mim_in22k_ft_in1k,98.440,1.560,99.820,0.180,87.12,448,1.000,bicubic
convnext_xxlarge.clip_laion2b_soup_ft_in1k,98.440,1.560,99.800,0.200,846.47,256,1.000,bicubic
eva_large_patch14_196.in22k_ft_in22k_in1k,98.430,1.570,99.770,0.230,304.14,196,1.000,bicubic
convnext_xlarge.fb_in22k_ft_in1k_384,98.420,1.580,99.810,0.190,350.20,384,1.000,bicubic
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,98.420,1.580,99.810,0.190,632.46,336,1.000,bicubic
convnextv2_large.fcmae_ft_in22k_in1k_384,98.400,1.600,99.760,0.240,197.96,384,1.000,bicubic
eva_large_patch14_196.in22k_ft_in1k,98.360,1.640,99.820,0.180,304.14,196,1.000,bicubic
convnextv2_base.fcmae_ft_in22k_in1k_384,98.350,1.650,99.770,0.230,88.72,384,1.000,bicubic
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,98.340,1.660,99.760,0.240,304.53,336,1.000,bicubic
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,98.300,1.700,99.760,0.240,632.05,224,1.000,bicubic
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,98.280,1.720,99.770,0.230,200.13,320,1.000,bicubic
vit_large_patch14_clip_336.openai_ft_in12k_in1k,98.270,1.730,99.770,0.230,304.53,336,1.000,bicubic
convformer_b36.sail_in22k_ft_in1k_384,98.260,1.740,99.830,0.170,99.88,384,1.000,bicubic
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,98.260,1.740,99.780,0.220,116.09,384,1.000,bicubic
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,98.250,1.750,99.760,0.240,200.13,384,1.000,bicubic
convnext_large.fb_in22k_ft_in1k_384,98.240,1.760,99.750,0.250,197.77,384,1.000,bicubic
vit_large_patch16_384.augreg_in21k_ft_in1k,98.220,1.780,99.800,0.200,304.72,384,1.000,bicubic
vit_large_patch14_clip_224.openai_ft_in12k_in1k,98.220,1.780,99.720,0.280,304.20,224,1.000,bicubic
vit_large_patch14_clip_336.laion2b_ft_in1k,98.220,1.780,99.720,0.280,304.53,336,1.000,bicubic
vit_base_patch16_clip_384.openai_ft_in12k_in1k,98.190,1.810,99.660,0.340,86.86,384,0.950,bicubic
beit_large_patch16_224.in22k_ft_in22k_in1k,98.180,1.820,99.760,0.240,304.43,224,0.900,bicubic
deit3_large_patch16_224.fb_in22k_ft_in1k,98.170,1.830,99.760,0.240,304.37,224,1.000,bicubic
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,98.170,1.830,99.760,0.240,116.14,384,1.000,bicubic
deit3_huge_patch14_224.fb_in22k_ft_in1k,98.170,1.830,99.730,0.270,632.13,224,1.000,bicubic
vit_large_patch14_clip_224.openai_ft_in1k,98.170,1.830,99.660,0.340,304.20,224,1.000,bicubic
caformer_b36.sail_in22k_ft_in1k,98.160,1.840,99.780,0.220,98.75,224,1.000,bicubic
caformer_m36.sail_in22k_ft_in1k_384,98.150,1.850,99.750,0.250,56.20,384,1.000,bicubic
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,98.130,1.870,99.710,0.290,196.74,384,1.000,bicubic
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,98.120,1.880,99.780,0.220,87.92,384,1.000,bicubic
convnext_large.fb_in22k_ft_in1k,98.120,1.880,99.740,0.260,197.77,288,1.000,bicubic
convnext_xlarge.fb_in22k_ft_in1k,98.110,1.890,99.780,0.220,350.20,288,1.000,bicubic
convnextv2_large.fcmae_ft_in22k_in1k,98.090,1.910,99.770,0.230,197.96,288,1.000,bicubic
convnext_base.fb_in22k_ft_in1k_384,98.080,1.920,99.650,0.350,88.59,384,1.000,bicubic
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,98.070,1.930,99.760,0.240,304.20,224,1.000,bicubic
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,98.070,1.930,99.720,0.280,73.88,384,1.000,bicubic
regnety_320.swag_ft_in1k,98.060,1.940,99.860,0.140,145.05,384,1.000,bicubic
convnextv2_base.fcmae_ft_in22k_in1k,98.060,1.940,99.760,0.240,88.72,288,1.000,bicubic
swin_large_patch4_window12_384.ms_in22k_ft_in1k,98.050,1.950,99.690,0.310,196.74,384,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,98.040,1.960,99.750,0.250,88.59,384,1.000,bicubic
convformer_m36.sail_in22k_ft_in1k_384,98.040,1.960,99.690,0.310,57.05,384,1.000,bicubic
vit_huge_patch14_clip_224.laion2b_ft_in1k,98.020,1.980,99.720,0.280,632.05,224,1.000,bicubic
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,97.990,2.010,99.660,0.340,86.86,384,1.000,bicubic
caformer_s36.sail_in22k_ft_in1k_384,97.970,2.030,99.720,0.280,39.30,384,1.000,bicubic
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,97.970,2.030,99.700,0.300,93.59,320,1.000,bicubic
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,97.950,2.050,99.710,0.290,200.13,256,1.000,bicubic
convformer_b36.sail_in22k_ft_in1k,97.940,2.060,99.760,0.240,99.88,224,1.000,bicubic
tf_efficientnet_b7.ns_jft_in1k,97.920,2.080,99.720,0.280,66.35,600,0.949,bicubic
beitv2_large_patch16_224.in1k_ft_in1k,97.910,2.090,99.660,0.340,304.43,224,0.950,bicubic
seresnextaa101d_32x8d.sw_in12k_ft_in1k,97.910,2.090,99.660,0.340,93.59,288,1.000,bicubic
swin_base_patch4_window12_384.ms_in22k_ft_in1k,97.900,2.100,99.710,0.290,87.90,384,1.000,bicubic
convnextv2_huge.fcmae_ft_in1k,97.900,2.100,99.670,0.330,660.29,288,1.000,bicubic
tf_efficientnetv2_xl.in21k_ft_in1k,97.900,2.100,99.570,0.430,208.12,512,1.000,bicubic
vit_large_patch14_clip_224.laion2b_ft_in1k,97.890,2.110,99.650,0.350,304.20,224,1.000,bicubic
convnext_base.fb_in22k_ft_in1k,97.860,2.140,99.680,0.320,88.59,288,1.000,bicubic
vit_large_r50_s32_384.augreg_in21k_ft_in1k,97.860,2.140,99.670,0.330,329.09,384,1.000,bicubic
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,97.850,2.150,99.650,0.350,196.74,256,0.900,bicubic
convformer_s36.sail_in22k_ft_in1k_384,97.850,2.150,99.640,0.360,40.01,384,1.000,bicubic
deit3_base_patch16_384.fb_in22k_ft_in1k,97.840,2.160,99.680,0.320,86.88,384,1.000,bicubic
caformer_m36.sail_in22k_ft_in1k,97.840,2.160,99.670,0.330,56.20,224,1.000,bicubic
vit_base_patch16_384.augreg_in21k_ft_in1k,97.840,2.160,99.670,0.330,86.86,384,1.000,bicubic
maxvit_large_tf_512.in1k,97.830,2.170,99.560,0.440,212.33,512,1.000,bicubic
beit_base_patch16_384.in22k_ft_in22k_in1k,97.820,2.180,99.700,0.300,86.74,384,1.000,bicubic
tf_efficientnetv2_m.in21k_ft_in1k,97.820,2.180,99.600,0.400,54.14,480,1.000,bicubic
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,97.810,2.190,99.650,0.350,116.14,224,0.950,bicubic
tf_efficientnetv2_l.in21k_ft_in1k,97.800,2.200,99.770,0.230,118.52,480,1.000,bicubic
convnext_small.in12k_ft_in1k_384,97.800,2.200,99.660,0.340,50.22,384,1.000,bicubic
regnety_160.swag_ft_in1k,97.780,2.220,99.760,0.240,83.59,384,1.000,bicubic
dm_nfnet_f6.dm_in1k,97.780,2.220,99.650,0.350,438.36,576,0.956,bicubic
dm_nfnet_f5.dm_in1k,97.780,2.220,99.600,0.400,377.21,544,0.954,bicubic
volo_d5_512.sail_in1k,97.770,2.230,99.670,0.330,296.09,512,1.150,bicubic
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,97.760,2.240,99.700,0.300,116.09,224,0.950,bicubic
volo_d5_448.sail_in1k,97.750,2.250,99.620,0.380,295.91,448,1.150,bicubic
maxvit_small_tf_512.in1k,97.750,2.250,99.550,0.450,69.13,512,1.000,bicubic
maxvit_base_tf_512.in1k,97.730,2.270,99.610,0.390,119.88,512,1.000,bicubic
vit_base_patch16_clip_384.laion2b_ft_in1k,97.720,2.280,99.630,0.370,86.86,384,1.000,bicubic
beitv2_base_patch16_224.in1k_ft_in22k_in1k,97.690,2.310,99.680,0.320,86.53,224,0.900,bicubic
vit_base_patch8_224.augreg2_in21k_ft_in1k,97.690,2.310,99.650,0.350,86.58,224,0.900,bicubic
volo_d4_448.sail_in1k,97.670,2.330,99.610,0.390,193.41,448,1.150,bicubic
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,97.660,2.340,99.720,0.280,87.92,256,0.900,bicubic
convnextv2_large.fcmae_ft_in1k,97.660,2.340,99.610,0.390,197.96,288,1.000,bicubic
regnety_1280.swag_lc_in1k,97.650,2.350,99.640,0.360,644.81,224,0.965,bicubic
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,97.650,2.350,99.570,0.430,73.88,224,0.950,bicubic
swin_large_patch4_window7_224.ms_in22k_ft_in1k,97.650,2.350,99.570,0.430,196.53,224,0.900,bicubic
dm_nfnet_f4.dm_in1k,97.640,2.360,99.540,0.460,316.07,512,0.951,bicubic
vit_large_patch16_224.augreg_in21k_ft_in1k,97.630,2.370,99.590,0.410,304.33,224,0.900,bicubic
tf_efficientnet_b6.ns_jft_in1k,97.620,2.380,99.580,0.420,43.04,528,0.942,bicubic
convnext_base.clip_laiona_augreg_ft_in1k_384,97.620,2.380,99.550,0.450,88.59,384,1.000,bicubic
convnext_small.fb_in22k_ft_in1k_384,97.610,2.390,99.600,0.400,50.22,384,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,97.600,2.400,99.720,0.280,88.59,256,1.000,bicubic
convformer_m36.sail_in22k_ft_in1k,97.600,2.400,99.620,0.380,57.05,224,1.000,bicubic
caformer_s36.sail_in22k_ft_in1k,97.600,2.400,99.610,0.390,39.30,224,1.000,bicubic
maxvit_tiny_tf_512.in1k,97.580,2.420,99.560,0.440,31.05,512,1.000,bicubic
vit_base_patch8_224.augreg_in21k_ft_in1k,97.570,2.430,99.670,0.330,86.58,224,0.900,bicubic
maxvit_base_tf_384.in1k,97.570,2.430,99.590,0.410,119.65,384,1.000,bicubic
maxvit_large_tf_384.in1k,97.570,2.430,99.530,0.470,212.03,384,1.000,bicubic
volo_d3_448.sail_in1k,97.550,2.450,99.560,0.440,86.63,448,1.000,bicubic
vit_base_patch16_clip_384.openai_ft_in1k,97.540,2.460,99.660,0.340,86.86,384,1.000,bicubic
convformer_b36.sail_in1k_384,97.530,2.470,99.520,0.480,99.88,384,1.000,bicubic
vit_base_patch16_clip_224.openai_ft_in12k_in1k,97.530,2.470,99.500,0.500,86.57,224,0.950,bicubic
coatnet_2_rw_224.sw_in12k_ft_in1k,97.520,2.480,99.600,0.400,73.87,224,0.950,bicubic
xcit_large_24_p8_384.fb_dist_in1k,97.520,2.480,99.540,0.460,188.93,384,1.000,bicubic
xcit_large_24_p16_384.fb_dist_in1k,97.520,2.480,99.480,0.520,189.10,384,1.000,bicubic
tf_efficientnet_b5.ns_jft_in1k,97.500,2.500,99.640,0.360,30.39,456,0.934,bicubic
caformer_b36.sail_in1k_384,97.500,2.500,99.580,0.420,98.75,384,1.000,bicubic
resnetv2_152x4_bit.goog_in21k_ft_in1k,97.490,2.510,99.610,0.390,936.53,480,1.000,bilinear
deit3_base_patch16_224.fb_in22k_ft_in1k,97.480,2.520,99.600,0.400,86.59,224,1.000,bicubic
cait_m48_448.fb_dist_in1k,97.480,2.520,99.550,0.450,356.46,448,1.000,bicubic
dm_nfnet_f3.dm_in1k,97.470,2.530,99.560,0.440,254.92,416,0.940,bicubic
tf_efficientnetv2_l.in1k,97.470,2.530,99.530,0.470,118.52,480,1.000,bicubic
regnety_160.lion_in12k_ft_in1k,97.450,2.550,99.600,0.400,83.59,288,1.000,bicubic
regnety_160.sw_in12k_ft_in1k,97.450,2.550,99.590,0.410,83.59,288,1.000,bicubic
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,97.450,2.550,99.540,0.460,86.57,224,0.950,bicubic
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,97.440,2.560,99.640,0.360,39.03,384,0.950,bicubic
caformer_m36.sail_in1k_384,97.440,2.560,99.600,0.400,56.20,384,1.000,bicubic
maxvit_small_tf_384.in1k,97.430,2.570,99.510,0.490,69.02,384,1.000,bicubic
deit3_large_patch16_384.fb_in1k,97.420,2.580,99.620,0.380,304.76,384,1.000,bicubic
caformer_s18.sail_in22k_ft_in1k_384,97.420,2.580,99.570,0.430,26.34,384,1.000,bicubic
flexivit_large.1200ep_in1k,97.410,2.590,99.600,0.400,304.36,240,0.950,bicubic
efficientnet_b5.sw_in12k_ft_in1k,97.410,2.590,99.550,0.450,30.39,448,1.000,bicubic
convformer_m36.sail_in1k_384,97.410,2.590,99.470,0.530,57.05,384,1.000,bicubic
cait_m36_384.fb_dist_in1k,97.400,2.600,99.510,0.490,271.22,384,1.000,bicubic
caformer_s36.sail_in1k_384,97.390,2.610,99.540,0.460,39.30,384,1.000,bicubic
volo_d5_224.sail_in1k,97.380,2.620,99.570,0.430,295.46,224,0.960,bicubic
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,97.370,2.630,99.680,0.320,468.53,224,0.875,bilinear
convnext_small.fb_in22k_ft_in1k,97.360,2.640,99.530,0.470,50.22,288,1.000,bicubic
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,97.360,2.640,99.520,0.480,88.30,384,1.000,bicubic
convnext_small.in12k_ft_in1k,97.350,2.650,99.580,0.420,50.22,288,1.000,bicubic
convnext_tiny.in12k_ft_in1k_384,97.340,2.660,99.600,0.400,28.59,384,1.000,bicubic
cait_s36_384.fb_dist_in1k,97.330,2.670,99.540,0.460,68.37,384,1.000,bicubic
volo_d2_384.sail_in1k,97.320,2.680,99.600,0.400,58.87,384,1.000,bicubic
maxvit_tiny_tf_384.in1k,97.310,2.690,99.500,0.500,30.98,384,1.000,bicubic
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,97.310,2.690,99.480,0.520,88.34,448,1.000,bicubic
flexivit_large.600ep_in1k,97.280,2.720,99.590,0.410,304.36,240,0.950,bicubic
swin_base_patch4_window7_224.ms_in22k_ft_in1k,97.280,2.720,99.540,0.460,87.77,224,0.900,bicubic
regnety_120.sw_in12k_ft_in1k,97.280,2.720,99.530,0.470,51.82,288,1.000,bicubic
volo_d4_224.sail_in1k,97.280,2.720,99.520,0.480,192.96,224,0.960,bicubic
xcit_medium_24_p8_384.fb_dist_in1k,97.280,2.720,99.510,0.490,84.32,384,1.000,bicubic
xcit_medium_24_p16_384.fb_dist_in1k,97.280,2.720,99.470,0.530,84.40,384,1.000,bicubic
convformer_s36.sail_in1k_384,97.280,2.720,99.430,0.570,40.01,384,1.000,bicubic
convformer_s18.sail_in22k_ft_in1k_384,97.270,2.730,99.550,0.450,26.77,384,1.000,bicubic
flexivit_large.300ep_in1k,97.250,2.750,99.490,0.510,304.36,240,0.950,bicubic
xcit_small_24_p8_384.fb_dist_in1k,97.240,2.760,99.610,0.390,47.63,384,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in1k,97.240,2.760,99.550,0.450,88.59,256,1.000,bicubic
convnextv2_tiny.fcmae_ft_in22k_in1k_384,97.240,2.760,99.520,0.480,28.64,384,1.000,bicubic
xcit_small_12_p8_384.fb_dist_in1k,97.230,2.770,99.480,0.520,26.21,384,1.000,bicubic
convnextv2_base.fcmae_ft_in1k,97.220,2.780,99.540,0.460,88.72,288,1.000,bicubic
regnety_2560.seer_ft_in1k,97.220,2.780,99.520,0.480,"1,282.60",384,1.000,bicubic
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,97.210,2.790,99.570,0.430,88.79,224,0.875,bilinear
tf_efficientnetv2_m.in1k,97.210,2.790,99.530,0.470,54.14,480,1.000,bicubic
regnetz_e8.ra3_in1k,97.200,2.800,99.500,0.500,57.70,320,1.000,bicubic
tf_efficientnet_b8.ra_in1k,97.200,2.800,99.500,0.500,87.41,672,0.954,bicubic
vit_base_r50_s16_384.orig_in21k_ft_in1k,97.190,2.810,99.560,0.440,98.95,384,1.000,bicubic
tf_efficientnet_b7.ap_in1k,97.190,2.810,99.540,0.460,66.35,600,0.949,bicubic
beitv2_base_patch16_224.in1k_ft_in1k,97.170,2.830,99.470,0.530,86.53,224,0.900,bicubic
regnety_320.swag_lc_in1k,97.160,2.840,99.670,0.330,145.05,224,0.965,bicubic
vit_base_patch16_224.augreg2_in21k_ft_in1k,97.150,2.850,99.540,0.460,86.57,224,0.900,bicubic
coat_lite_medium_384.in1k,97.150,2.850,99.450,0.550,44.57,384,1.000,bicubic
eva02_small_patch14_336.mim_in22k_ft_in1k,97.140,2.860,99.470,0.530,22.13,336,1.000,bicubic
deit3_small_patch16_384.fb_in22k_ft_in1k,97.130,2.870,99.500,0.500,22.21,384,1.000,bicubic
vit_base_patch16_clip_224.laion2b_ft_in1k,97.130,2.870,99.460,0.540,86.57,224,1.000,bicubic
xcit_small_24_p16_384.fb_dist_in1k,97.120,2.880,99.450,0.550,47.67,384,1.000,bicubic
tf_efficientnet_b8.ap_in1k,97.110,2.890,99.660,0.340,87.41,672,0.954,bicubic
vit_base_patch32_clip_384.openai_ft_in12k_in1k,97.110,2.890,99.500,0.500,88.30,384,0.950,bicubic
dm_nfnet_f2.dm_in1k,97.100,2.900,99.510,0.490,193.78,352,0.920,bicubic
convnext_large.fb_in1k,97.100,2.900,99.450,0.550,197.77,288,1.000,bicubic
volo_d3_224.sail_in1k,97.090,2.910,99.460,0.540,86.33,224,0.960,bicubic
beit_base_patch16_224.in22k_ft_in22k_in1k,97.080,2.920,99.610,0.390,86.53,224,0.900,bicubic
tf_efficientnet_b6.ap_in1k,97.080,2.920,99.610,0.390,43.04,528,0.942,bicubic
convformer_s36.sail_in22k_ft_in1k,97.080,2.920,99.560,0.440,40.01,224,1.000,bicubic
convnext_tiny.fb_in22k_ft_in1k_384,97.080,2.920,99.510,0.490,28.59,384,1.000,bicubic
eca_nfnet_l2.ra3_in1k,97.080,2.920,99.510,0.490,56.72,384,1.000,bicubic
vit_base_patch16_clip_224.openai_ft_in1k,97.080,2.920,99.490,0.510,86.57,224,0.900,bicubic
ecaresnet269d.ra2_in1k,97.080,2.920,99.470,0.530,102.09,352,1.000,bicubic
caformer_s18.sail_in1k_384,97.080,2.920,99.420,0.580,26.34,384,1.000,bicubic
cait_s24_384.fb_dist_in1k,97.070,2.930,99.430,0.570,47.06,384,1.000,bicubic
xcit_large_24_p8_224.fb_dist_in1k,97.070,2.930,99.420,0.580,188.93,224,1.000,bicubic
convnext_tiny.in12k_ft_in1k,97.060,2.940,99.550,0.450,28.59,288,1.000,bicubic
convformer_s18.sail_in1k_384,97.040,2.960,99.380,0.620,26.77,384,1.000,bicubic
hrnet_w48_ssld.paddle_in1k,97.030,2.970,99.640,0.360,77.47,288,1.000,bilinear
deit3_base_patch16_384.fb_in1k,97.030,2.970,99.390,0.610,86.88,384,1.000,bicubic
dm_nfnet_f1.dm_in1k,97.030,2.970,99.390,0.610,132.63,320,0.910,bicubic
tf_efficientnet_b7.ra_in1k,97.010,2.990,99.520,0.480,66.35,600,0.949,bicubic
resnetv2_152x2_bit.goog_in21k_ft_in1k,97.000,3.000,99.590,0.410,236.34,448,1.000,bilinear
volo_d2_224.sail_in1k,97.000,3.000,99.390,0.610,58.68,224,0.960,bicubic
caformer_b36.sail_in1k,96.990,3.010,99.340,0.660,98.75,224,1.000,bicubic
efficientnetv2_rw_m.agc_in1k,96.980,3.020,99.530,0.470,53.24,416,1.000,bicubic
resnetv2_101x3_bit.goog_in21k_ft_in1k,96.980,3.020,99.490,0.510,387.93,448,1.000,bilinear
deit3_medium_patch16_224.fb_in22k_ft_in1k,96.970,3.030,99.430,0.570,38.85,224,1.000,bicubic
deit_base_distilled_patch16_384.fb_in1k,96.960,3.040,99.480,0.520,87.63,384,1.000,bicubic
seresnextaa101d_32x8d.ah_in1k,96.960,3.040,99.390,0.610,93.59,288,1.000,bicubic
maxvit_large_tf_224.in1k,96.960,3.040,99.250,0.750,211.79,224,0.950,bicubic
tf_efficientnet_b4.ns_jft_in1k,96.950,3.050,99.580,0.420,19.34,380,0.922,bicubic
maxvit_base_tf_224.in1k,96.950,3.050,99.260,0.740,119.47,224,0.950,bicubic
deit3_large_patch16_224.fb_in1k,96.940,3.060,99.340,0.660,304.37,224,0.900,bicubic
davit_base.msft_in1k,96.940,3.060,99.260,0.740,87.95,224,0.950,bicubic
mvitv2_large.fb_in1k,96.930,3.070,99.400,0.600,217.99,224,0.900,bicubic
xcit_small_12_p16_384.fb_dist_in1k,96.920,3.080,99.400,0.600,26.25,384,1.000,bicubic
xcit_medium_24_p8_224.fb_dist_in1k,96.920,3.080,99.390,0.610,84.32,224,1.000,bicubic
volo_d1_384.sail_in1k,96.910,3.090,99.520,0.480,26.78,384,1.000,bicubic
resnetrs420.tf_in1k,96.910,3.090,99.460,0.540,191.89,416,1.000,bicubic
deit3_huge_patch14_224.fb_in1k,96.900,3.100,99.480,0.520,632.13,224,0.900,bicubic
convformer_b36.sail_in1k,96.900,3.100,99.220,0.780,99.88,224,1.000,bicubic
vit_base_patch16_224.augreg_in21k_ft_in1k,96.890,3.110,99.530,0.470,86.57,224,0.900,bicubic
caformer_m36.sail_in1k,96.890,3.110,99.430,0.570,56.20,224,1.000,bicubic
xcit_small_24_p8_224.fb_dist_in1k,96.870,3.130,99.480,0.520,47.63,224,1.000,bicubic
regnety_1280.seer_ft_in1k,96.860,3.140,99.390,0.610,644.81,384,1.000,bicubic
convnextv2_tiny.fcmae_ft_in22k_in1k,96.850,3.150,99.460,0.540,28.64,288,1.000,bicubic
regnety_640.seer_ft_in1k,96.850,3.150,99.420,0.580,281.38,384,1.000,bicubic
rexnetr_300.sw_in12k_ft_in1k,96.840,3.160,99.510,0.490,34.81,288,1.000,bicubic
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,96.830,3.170,99.450,0.550,236.34,384,1.000,bicubic
convnext_base.fb_in1k,96.830,3.170,99.410,0.590,88.59,288,1.000,bicubic
regnety_160.swag_lc_in1k,96.820,3.180,99.650,0.350,83.59,224,0.965,bicubic
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,96.810,3.190,99.600,0.400,194.03,224,0.875,bilinear
maxxvit_rmlp_small_rw_256.sw_in1k,96.800,3.200,99.380,0.620,66.01,256,0.950,bicubic
xcit_large_24_p16_224.fb_dist_in1k,96.800,3.200,99.350,0.650,189.10,224,1.000,bicubic
vit_large_r50_s32_224.augreg_in21k_ft_in1k,96.790,3.210,99.340,0.660,328.99,224,0.900,bicubic
seresnet152d.ra2_in1k,96.770,3.230,99.440,0.560,66.84,320,1.000,bicubic
seresnext101_32x8d.ah_in1k,96.770,3.230,99.350,0.650,93.57,288,1.000,bicubic
mvitv2_base.fb_in1k,96.760,3.240,99.260,0.740,51.47,224,0.900,bicubic
resnetrs350.tf_in1k,96.750,3.250,99.370,0.630,163.96,384,1.000,bicubic
swinv2_base_window16_256.ms_in1k,96.750,3.250,99.350,0.650,87.92,256,0.900,bicubic
flexivit_base.1200ep_in1k,96.740,3.260,99.360,0.640,86.59,240,0.950,bicubic
edgenext_base.in21k_ft_in1k,96.730,3.270,99.420,0.580,18.51,320,1.000,bicubic
tf_efficientnetv2_s.in21k_ft_in1k,96.730,3.270,99.420,0.580,21.46,384,1.000,bicubic
resnet200d.ra2_in1k,96.730,3.270,99.330,0.670,64.69,320,1.000,bicubic
vit_base_patch16_384.orig_in21k_ft_in1k,96.720,3.280,99.500,0.500,86.86,384,1.000,bicubic
regnetz_040.ra3_in1k,96.720,3.280,99.480,0.520,27.12,320,1.000,bicubic
resnetv2_50x3_bit.goog_in21k_ft_in1k,96.710,3.290,99.550,0.450,217.32,448,1.000,bilinear
caformer_s18.sail_in22k_ft_in1k,96.710,3.290,99.480,0.520,26.34,224,1.000,bicubic
regnetz_040_h.ra3_in1k,96.700,3.300,99.500,0.500,28.94,320,1.000,bicubic
vit_small_patch16_384.augreg_in21k_ft_in1k,96.700,3.300,99.480,0.520,22.20,384,1.000,bicubic
edgenext_base.usi_in1k,96.700,3.300,99.430,0.570,18.51,320,1.000,bicubic
xcit_small_12_p8_224.fb_dist_in1k,96.700,3.300,99.380,0.620,26.21,224,1.000,bicubic
resnetrs200.tf_in1k,96.700,3.300,99.370,0.630,93.21,320,1.000,bicubic
resnetaa101d.sw_in12k_ft_in1k,96.700,3.300,99.360,0.640,44.57,288,1.000,bicubic
seresnext101d_32x8d.ah_in1k,96.700,3.300,99.360,0.640,93.59,288,1.000,bicubic
eca_nfnet_l1.ra2_in1k,96.700,3.300,99.290,0.710,41.41,320,1.000,bicubic
caformer_s36.sail_in1k,96.690,3.310,99.360,0.640,39.30,224,1.000,bicubic
maxvit_small_tf_224.in1k,96.690,3.310,99.360,0.640,68.93,224,0.950,bicubic
resnetrs270.tf_in1k,96.690,3.310,99.350,0.650,129.86,352,1.000,bicubic
vit_small_r26_s32_384.augreg_in21k_ft_in1k,96.680,3.320,99.580,0.420,36.47,384,1.000,bicubic
tf_efficientnet_b5.ap_in1k,96.680,3.320,99.460,0.540,30.39,456,0.934,bicubic
convformer_m36.sail_in1k,96.680,3.320,99.080,0.920,57.05,224,1.000,bicubic
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,96.670,3.330,99.490,0.510,38.86,256,0.950,bicubic
tf_efficientnet_b6.aa_in1k,96.670,3.330,99.370,0.630,43.04,528,0.942,bicubic
deit3_small_patch16_224.fb_in22k_ft_in1k,96.660,3.340,99.330,0.670,22.06,224,1.000,bicubic
flexivit_base.600ep_in1k,96.650,3.350,99.330,0.670,86.59,240,0.950,bicubic
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,96.640,3.360,99.160,0.840,41.72,224,0.950,bicubic
davit_small.msft_in1k,96.630,3.370,99.350,0.650,49.75,224,0.950,bicubic
convformer_s18.sail_in22k_ft_in1k,96.630,3.370,99.340,0.660,26.77,224,1.000,bicubic
resmlp_big_24_224.fb_in22k_ft_in1k,96.620,3.380,99.510,0.490,129.14,224,0.875,bicubic
regnetz_d8.ra3_in1k,96.620,3.380,99.450,0.550,23.37,320,1.000,bicubic
flexivit_base.300ep_in1k,96.620,3.380,99.270,0.730,86.59,240,0.950,bicubic
resnest200e.in1k,96.610,3.390,99.350,0.650,70.20,320,0.909,bicubic
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,96.600,3.400,99.530,0.470,194.03,224,0.875,bilinear
xcit_medium_24_p16_224.fb_dist_in1k,96.600,3.400,99.270,0.730,84.40,224,1.000,bicubic
regnetz_d32.ra3_in1k,96.590,3.410,99.380,0.620,27.58,320,0.950,bicubic
swin_base_patch4_window12_384.ms_in1k,96.580,3.420,99.250,0.750,87.90,384,1.000,bicubic
resnetrs152.tf_in1k,96.580,3.420,99.240,0.760,86.62,320,1.000,bicubic
convformer_s36.sail_in1k,96.580,3.420,99.170,0.830,40.01,224,1.000,bicubic
maxvit_rmlp_small_rw_224.sw_in1k,96.580,3.420,99.120,0.880,64.90,224,0.900,bicubic
regnetz_d8_evos.ch_in1k,96.570,3.430,99.460,0.540,23.46,320,1.000,bicubic
gcvit_base.in1k,96.570,3.430,99.230,0.770,90.32,224,0.875,bicubic
focalnet_base_srf.ms_in1k,96.560,3.440,99.140,0.860,88.15,224,0.900,bicubic
cait_xs24_384.fb_dist_in1k,96.540,3.460,99.420,0.580,26.67,384,1.000,bicubic
efficientnetv2_rw_s.ra2_in1k,96.540,3.460,99.360,0.640,23.94,384,1.000,bicubic
tf_efficientnet_b7.aa_in1k,96.540,3.460,99.300,0.700,66.35,600,0.949,bicubic
crossvit_18_dagger_408.in1k,96.540,3.460,99.260,0.740,44.61,408,1.000,bicubic
coatnet_rmlp_2_rw_224.sw_in1k,96.540,3.460,99.100,0.900,73.88,224,0.950,bicubic
xcit_tiny_24_p8_384.fb_dist_in1k,96.530,3.470,99.320,0.680,12.11,384,1.000,bicubic
swinv2_base_window8_256.ms_in1k,96.530,3.470,99.270,0.730,87.92,256,0.900,bicubic
convnext_small.fb_in1k,96.520,3.480,99.340,0.660,50.22,288,1.000,bicubic
regnety_080.ra3_in1k,96.520,3.480,99.320,0.680,39.18,288,1.000,bicubic
resnest269e.in1k,96.510,3.490,99.350,0.650,110.93,416,0.928,bicubic
vit_base_patch32_384.augreg_in21k_ft_in1k,96.490,3.510,99.410,0.590,88.30,384,1.000,bicubic
swin_small_patch4_window7_224.ms_in22k_ft_in1k,96.480,3.520,99.390,0.610,49.61,224,0.900,bicubic
tf_efficientnet_b5.aa_in1k,96.470,3.530,99.240,0.760,30.39,456,0.934,bicubic
swinv2_small_window16_256.ms_in1k,96.470,3.530,99.200,0.800,49.73,256,0.900,bicubic
coat_lite_medium.in1k,96.470,3.530,99.150,0.850,44.57,224,0.900,bicubic
cs3se_edgenet_x.c2ns_in1k,96.450,3.550,99.400,0.600,50.72,320,1.000,bicubic
resmlp_big_24_224.fb_distilled_in1k,96.450,3.550,99.310,0.690,129.14,224,0.875,bicubic
vit_base_patch16_224_miil.in21k_ft_in1k,96.450,3.550,99.300,0.700,86.54,224,0.875,bilinear
focalnet_base_lrf.ms_in1k,96.450,3.550,99.120,0.880,88.75,224,0.900,bicubic
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,96.420,3.580,99.470,0.530,44.18,224,0.875,bilinear
maxvit_rmlp_tiny_rw_256.sw_in1k,96.420,3.580,99.380,0.620,29.15,256,0.950,bicubic
cait_s24_224.fb_dist_in1k,96.420,3.580,99.150,0.850,46.92,224,1.000,bicubic
regnetv_064.ra3_in1k,96.410,3.590,99.360,0.640,30.58,288,1.000,bicubic
xcit_small_24_p8_224.fb_in1k,96.410,3.590,99.150,0.850,47.63,224,1.000,bicubic
xcit_large_24_p8_224.fb_in1k,96.400,3.600,98.990,1.010,188.93,224,1.000,bicubic
resnet152d.ra2_in1k,96.390,3.610,99.390,0.610,60.21,320,1.000,bicubic
tf_efficientnet_b3.ns_jft_in1k,96.390,3.610,99.350,0.650,12.23,300,0.904,bicubic
crossvit_15_dagger_408.in1k,96.390,3.610,99.160,0.840,28.50,408,1.000,bicubic
convnextv2_nano.fcmae_ft_in22k_in1k_384,96.370,3.630,99.400,0.600,15.62,384,1.000,bicubic
mvitv2_small.fb_in1k,96.370,3.630,99.200,0.800,34.87,224,0.900,bicubic
xception65.ra3_in1k,96.360,3.640,99.240,0.760,39.92,299,0.940,bicubic
regnety_064.ra3_in1k,96.360,3.640,99.230,0.770,30.58,288,1.000,bicubic
pvt_v2_b5.in1k,96.360,3.640,99.170,0.830,81.96,224,0.900,bicubic
regnety_160.deit_in1k,96.350,3.650,99.330,0.670,83.59,288,1.000,bicubic
pvt_v2_b4.in1k,96.350,3.650,99.180,0.820,62.56,224,0.900,bicubic
tf_efficientnetv2_s.in1k,96.340,3.660,99.200,0.800,21.46,384,1.000,bicubic
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,96.330,3.670,99.430,0.570,88.79,224,0.875,bilinear
regnety_320.seer_ft_in1k,96.330,3.670,99.350,0.650,145.05,384,1.000,bicubic
tf_efficientnet_b5.ra_in1k,96.330,3.670,99.310,0.690,30.39,456,0.934,bicubic
volo_d1_224.sail_in1k,96.320,3.680,99.310,0.690,26.63,224,0.960,bicubic
dm_nfnet_f0.dm_in1k,96.310,3.690,99.320,0.680,71.49,256,0.900,bicubic
deit3_base_patch16_224.fb_in1k,96.300,3.700,99.180,0.820,86.59,224,0.900,bicubic
resnet101d.ra2_in1k,96.290,3.710,99.230,0.770,44.57,320,1.000,bicubic
gcvit_small.in1k,96.280,3.720,99.140,0.860,51.09,224,0.875,bicubic
swinv2_small_window8_256.ms_in1k,96.270,3.730,99.210,0.790,49.73,256,0.900,bicubic
twins_svt_large.in1k,96.250,3.750,99.170,0.830,99.27,224,0.900,bicubic
nest_base_jx.goog_in1k,96.240,3.760,99.200,0.800,67.72,224,0.875,bicubic
swin_s3_base_224.ms_in1k,96.240,3.760,99.150,0.850,71.13,224,0.900,bicubic
maxvit_tiny_rw_224.sw_in1k,96.240,3.760,99.130,0.870,29.06,224,0.950,bicubic
pit_b_distilled_224.in1k,96.230,3.770,99.110,0.890,74.79,224,0.900,bicubic
swin_s3_small_224.ms_in1k,96.230,3.770,99.080,0.920,49.74,224,0.900,bicubic
ecaresnet101d.miil_in1k,96.220,3.780,99.310,0.690,44.57,288,0.950,bicubic
rexnetr_200.sw_in12k_ft_in1k,96.220,3.780,99.260,0.740,16.52,288,1.000,bicubic
tf_efficientnetv2_b3.in21k_ft_in1k,96.220,3.780,99.230,0.770,14.36,300,0.900,bicubic
xcit_small_24_p16_224.fb_dist_in1k,96.220,3.780,99.210,0.790,47.67,224,1.000,bicubic
xception65p.ra3_in1k,96.210,3.790,99.180,0.820,39.82,299,0.940,bicubic
deit3_small_patch16_384.fb_in1k,96.200,3.800,99.300,0.700,22.21,384,1.000,bicubic
resnet152.a1h_in1k,96.200,3.800,99.220,0.780,60.19,288,1.000,bicubic
regnetv_040.ra3_in1k,96.190,3.810,99.330,0.670,20.64,288,1.000,bicubic
convnextv2_tiny.fcmae_ft_in1k,96.190,3.810,99.250,0.750,28.64,288,1.000,bicubic
gcvit_tiny.in1k,96.180,3.820,99.230,0.770,28.22,224,0.875,bicubic
focalnet_small_lrf.ms_in1k,96.180,3.820,99.190,0.810,50.34,224,0.900,bicubic
swinv2_cr_small_ns_224.sw_in1k,96.180,3.820,99.140,0.860,49.70,224,0.900,bicubic
mobilevitv2_175.cvnets_in22k_ft_in1k_384,96.180,3.820,99.120,0.880,14.25,384,1.000,bicubic
tf_efficientnet_b4.ap_in1k,96.160,3.840,99.270,0.730,19.34,380,0.922,bicubic
tresnet_v2_l.miil_in21k_ft_in1k,96.160,3.840,99.240,0.760,46.17,224,0.875,bilinear
deit_base_patch16_384.fb_in1k,96.160,3.840,99.140,0.860,86.86,384,1.000,bicubic
twins_svt_base.in1k,96.160,3.840,99.050,0.950,56.07,224,0.900,bicubic
efficientnet_b4.ra2_in1k,96.150,3.850,99.190,0.810,19.34,384,1.000,bicubic
sequencer2d_l.in1k,96.150,3.850,99.160,0.840,54.30,224,0.875,bicubic
regnetz_c16_evos.ch_in1k,96.140,3.860,99.360,0.640,13.49,320,0.950,bicubic
twins_pcpvt_large.in1k,96.140,3.860,99.170,0.830,60.99,224,0.900,bicubic
caformer_s18.sail_in1k,96.140,3.860,99.000,1.000,26.34,224,1.000,bicubic
resnetv2_50x1_bit.goog_distilled_in1k,96.130,3.870,99.280,0.720,25.55,224,0.875,bicubic
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,96.130,3.870,99.220,0.780,88.22,224,0.900,bicubic
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,96.120,3.880,99.270,0.730,236.34,224,0.875,bicubic
nfnet_l0.ra2_in1k,96.120,3.880,99.240,0.760,35.07,288,1.000,bicubic
swin_base_patch4_window7_224.ms_in1k,96.120,3.880,99.060,0.940,87.77,224,0.900,bicubic
efficientformer_l7.snap_dist_in1k,96.110,3.890,99.270,0.730,82.23,224,0.950,bicubic
xcit_small_12_p8_224.fb_in1k,96.110,3.890,99.160,0.840,26.21,224,1.000,bicubic
resnetv2_101x1_bit.goog_in21k_ft_in1k,96.100,3.900,99.280,0.720,44.54,448,1.000,bilinear
maxvit_tiny_tf_224.in1k,96.100,3.900,99.270,0.730,30.92,224,0.950,bicubic
deit_base_distilled_patch16_224.fb_in1k,96.090,3.910,99.190,0.810,87.34,224,0.900,bicubic
xcit_medium_24_p8_224.fb_in1k,96.090,3.910,98.890,1.110,84.32,224,1.000,bicubic
resnext101_64x4d.c1_in1k,96.080,3.920,99.240,0.760,83.46,288,1.000,bicubic
regnety_320.tv2_in1k,96.080,3.920,99.230,0.770,145.05,224,0.965,bicubic
xcit_tiny_12_p8_384.fb_dist_in1k,96.080,3.920,99.140,0.860,6.71,384,1.000,bicubic
swinv2_cr_small_224.sw_in1k,96.080,3.920,98.860,1.140,49.70,224,0.900,bicubic
tf_efficientnet_b5.in1k,96.070,3.930,99.290,0.710,30.39,456,0.934,bicubic
deit3_medium_patch16_224.fb_in1k,96.070,3.930,99.200,0.800,38.85,224,0.900,bicubic
efficientformerv2_l.snap_dist_in1k,96.070,3.930,99.190,0.810,26.32,224,0.950,bicubic
focalnet_small_srf.ms_in1k,96.070,3.930,99.120,0.880,49.89,224,0.900,bicubic
convnextv2_nano.fcmae_ft_in22k_in1k,96.060,3.940,99.220,0.780,15.62,288,1.000,bicubic
mobilevitv2_200.cvnets_in22k_ft_in1k_384,96.060,3.940,99.080,0.920,18.45,384,1.000,bicubic
cs3edgenet_x.c2_in1k,96.050,3.950,99.140,0.860,47.82,288,1.000,bicubic
maxxvit_rmlp_nano_rw_256.sw_in1k,96.040,3.960,99.260,0.740,16.78,256,0.950,bicubic
resnetv2_101.a1h_in1k,96.040,3.960,99.170,0.830,44.54,288,1.000,bicubic
resnext101_64x4d.tv_in1k,96.030,3.970,99.160,0.840,83.46,224,0.875,bilinear
xcit_small_12_p16_224.fb_dist_in1k,96.030,3.970,99.130,0.870,26.25,224,1.000,bicubic
coatnet_1_rw_224.sw_in1k,96.030,3.970,99.060,0.940,41.72,224,0.950,bicubic
regnety_040.ra3_in1k,96.020,3.980,99.190,0.810,20.65,288,1.000,bicubic
resnet101.a1h_in1k,96.020,3.980,99.140,0.860,44.55,288,1.000,bicubic
cs3sedarknet_x.c2ns_in1k,96.020,3.980,99.110,0.890,35.40,288,1.000,bicubic
convnext_tiny_hnf.a2h_in1k,96.020,3.980,99.070,0.930,28.59,288,1.000,bicubic
hrnet_w18_ssld.paddle_in1k,95.990,4.010,99.320,0.680,21.30,288,1.000,bilinear
convnext_nano.in12k_ft_in1k,95.990,4.010,99.310,0.690,15.59,288,1.000,bicubic
pvt_v2_b3.in1k,95.990,4.010,99.190,0.810,45.24,224,0.900,bicubic
regnetx_320.tv2_in1k,95.990,4.010,99.100,0.900,107.81,224,0.965,bicubic
tresnet_xl.miil_in1k_448,95.980,4.020,99.130,0.870,78.44,448,0.875,bilinear
sequencer2d_s.in1k,95.980,4.020,99.050,0.950,27.65,224,0.875,bicubic
regnety_160.tv2_in1k,95.970,4.030,99.150,0.850,83.59,224,0.965,bicubic
nest_small_jx.goog_in1k,95.970,4.030,99.030,0.970,38.35,224,0.875,bicubic
maxvit_rmlp_nano_rw_256.sw_in1k,95.970,4.030,98.970,1.030,15.50,256,0.950,bicubic
regnety_032.ra_in1k,95.960,4.040,99.190,0.810,19.44,288,1.000,bicubic
coatnet_rmlp_1_rw_224.sw_in1k,95.960,4.040,99.160,0.840,41.69,224,0.950,bicubic
resnext101_32x8d.tv2_in1k,95.950,4.050,99.080,0.920,88.79,224,0.965,bilinear
convformer_s18.sail_in1k,95.950,4.050,98.900,1.100,26.77,224,1.000,bicubic
xcit_tiny_24_p16_384.fb_dist_in1k,95.940,4.060,99.220,0.780,12.12,384,1.000,bicubic
eca_nfnet_l0.ra2_in1k,95.940,4.060,99.210,0.790,24.14,288,1.000,bicubic
regnetz_c16.ra3_in1k,95.940,4.060,99.110,0.890,13.46,320,1.000,bicubic
swinv2_tiny_window16_256.ms_in1k,95.930,4.070,99.150,0.850,28.35,256,0.900,bicubic
swin_small_patch4_window7_224.ms_in1k,95.930,4.070,99.020,0.980,49.61,224,0.900,bicubic
maxvit_nano_rw_256.sw_in1k,95.920,4.080,99.010,0.990,15.45,256,0.950,bicubic
coat_small.in1k,95.910,4.090,99.150,0.850,21.69,224,0.900,bicubic
tf_efficientnet_b4.aa_in1k,95.900,4.100,99.170,0.830,19.34,380,0.922,bicubic
maxxvitv2_nano_rw_256.sw_in1k,95.900,4.100,99.050,0.950,23.70,256,0.950,bicubic
regnetx_160.tv2_in1k,95.880,4.120,99.090,0.910,54.28,224,0.965,bicubic
resnet51q.ra2_in1k,95.870,4.130,99.120,0.880,35.70,288,1.000,bilinear
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,95.860,4.140,99.250,0.750,25.03,224,0.875,bilinear
resnest101e.in1k,95.860,4.140,99.200,0.800,48.28,256,0.875,bilinear
tresnet_l.miil_in1k_448,95.860,4.140,99.120,0.880,55.99,448,0.875,bilinear
regnety_080_tv.tv2_in1k,95.860,4.140,99.100,0.900,39.38,224,0.965,bicubic
mvitv2_tiny.fb_in1k,95.860,4.140,99.070,0.930,24.17,224,0.900,bicubic
cs3darknet_x.c2ns_in1k,95.850,4.150,99.170,0.830,35.05,288,1.000,bicubic
rexnet_300.nav_in1k,95.840,4.160,99.130,0.870,34.71,224,0.875,bicubic
resnetaa50d.sw_in12k_ft_in1k,95.830,4.170,99.170,0.830,25.58,288,1.000,bicubic
vit_large_patch32_384.orig_in21k_ft_in1k,95.830,4.170,99.150,0.850,306.63,384,1.000,bicubic
cait_xxs36_384.fb_dist_in1k,95.830,4.170,99.090,0.910,17.37,384,1.000,bicubic
tf_efficientnet_b4.in1k,95.820,4.180,99.050,0.950,19.34,380,0.922,bicubic
xcit_tiny_24_p8_224.fb_dist_in1k,95.810,4.190,99.210,0.790,12.11,224,1.000,bicubic
sequencer2d_m.in1k,95.810,4.190,99.110,0.890,38.31,224,0.875,bicubic
convnextv2_nano.fcmae_ft_in1k,95.800,4.200,99.090,0.910,15.62,288,1.000,bicubic
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,95.790,4.210,99.180,0.820,194.03,224,0.875,bilinear
convnext_tiny.fb_in1k,95.790,4.210,99.160,0.840,28.59,288,1.000,bicubic
resnet61q.ra2_in1k,95.780,4.220,98.990,1.010,36.85,288,1.000,bicubic
twins_pcpvt_base.in1k,95.770,4.230,99.130,0.870,43.83,224,0.900,bicubic
tf_efficientnet_b2.ns_jft_in1k,95.770,4.230,99.120,0.880,9.11,260,0.890,bicubic
vit_relpos_base_patch16_clsgap_224.sw_in1k,95.770,4.230,99.040,0.960,86.43,224,0.900,bicubic
poolformerv2_m48.sail_in1k,95.770,4.230,98.980,1.020,73.35,224,1.000,bicubic
ecaresnet101d_pruned.miil_in1k,95.760,4.240,99.180,0.820,24.88,288,0.950,bicubic
seresnext50_32x4d.racm_in1k,95.740,4.260,99.180,0.820,27.56,288,0.950,bicubic
gc_efficientnetv2_rw_t.agc_in1k,95.740,4.260,99.020,0.980,13.68,288,1.000,bicubic
efficientnet_b3.ra2_in1k,95.720,4.280,99.040,0.960,12.23,320,1.000,bicubic
tresnet_m.miil_in21k_ft_in1k,95.710,4.290,99.030,0.970,31.39,224,0.875,bilinear
pnasnet5large.tf_in1k,95.710,4.290,98.920,1.080,86.06,331,0.911,bicubic
coatnet_bn_0_rw_224.sw_in1k,95.700,4.300,99.050,0.950,27.44,224,0.950,bicubic
mobilevitv2_150.cvnets_in22k_ft_in1k_384,95.690,4.310,99.140,0.860,10.59,384,1.000,bicubic
nasnetalarge.tf_in1k,95.690,4.310,98.930,1.070,88.75,331,0.911,bicubic
crossvit_15_dagger_240.in1k,95.680,4.320,98.830,1.170,28.21,240,0.875,bicubic
flexivit_small.600ep_in1k,95.670,4.330,99.060,0.940,22.06,240,0.950,bicubic
xcit_tiny_24_p8_224.fb_in1k,95.660,4.340,99.050,0.950,12.11,224,1.000,bicubic
davit_tiny.msft_in1k,95.660,4.340,99.030,0.970,28.36,224,0.950,bicubic
vit_small_r26_s32_224.augreg_in21k_ft_in1k,95.640,4.360,99.190,0.810,36.43,224,0.900,bicubic
wide_resnet50_2.racm_in1k,95.630,4.370,99.240,0.760,68.88,288,0.950,bicubic
resnetv2_50d_evos.ah_in1k,95.630,4.370,99.110,0.890,25.59,288,1.000,bicubic
poolformer_m48.sail_in1k,95.630,4.370,98.940,1.060,73.47,224,0.950,bicubic
pit_b_224.in1k,95.620,4.380,98.670,1.330,73.76,224,0.900,bicubic
efficientnetv2_rw_t.ra2_in1k,95.600,4.400,99.070,0.930,13.65,288,1.000,bicubic
efficientformer_l3.snap_dist_in1k,95.590,4.410,99.160,0.840,31.41,224,0.950,bicubic
gcvit_xtiny.in1k,95.590,4.410,99.040,0.960,19.98,224,0.875,bicubic
crossvit_18_dagger_240.in1k,95.570,4.430,99.060,0.940,44.27,240,0.875,bicubic
vit_relpos_base_patch16_224.sw_in1k,95.560,4.440,99.030,0.970,86.43,224,0.900,bicubic
pvt_v2_b2_li.in1k,95.560,4.440,98.990,1.010,22.55,224,0.900,bicubic
flexivit_small.1200ep_in1k,95.550,4.450,99.120,0.880,22.06,240,0.950,bicubic
convit_base.fb_in1k,95.550,4.450,98.880,1.120,86.54,224,0.875,bicubic
wide_resnet101_2.tv2_in1k,95.540,4.460,99.080,0.920,126.89,224,0.965,bilinear
coat_lite_small.in1k,95.540,4.460,98.860,1.140,19.84,224,0.900,bicubic
xcit_small_24_p16_224.fb_in1k,95.540,4.460,98.780,1.220,47.67,224,1.000,bicubic
xcit_medium_24_p16_224.fb_in1k,95.540,4.460,98.720,1.280,84.40,224,1.000,bicubic
levit_384.fb_dist_in1k,95.530,4.470,99.060,0.940,39.13,224,0.900,bicubic
levit_conv_384.fb_dist_in1k,95.530,4.470,99.050,0.950,39.13,224,0.900,bicubic
ecaresnet50t.ra2_in1k,95.520,4.480,99.110,0.890,25.57,320,0.950,bicubic
vit_base_patch32_clip_224.laion2b_ft_in1k,95.520,4.480,98.870,1.130,88.22,224,0.900,bicubic
resnet101.a1_in1k,95.520,4.480,98.850,1.150,44.55,288,1.000,bicubic
crossvit_base_240.in1k,95.520,4.480,98.810,1.190,105.03,240,0.875,bicubic
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,95.510,4.490,99.200,0.800,28.29,224,0.900,bicubic
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,95.510,4.490,99.120,0.880,88.79,224,0.875,bilinear
fbnetv3_g.ra2_in1k,95.510,4.490,98.990,1.010,16.62,288,0.950,bilinear
xception41p.ra3_in1k,95.510,4.490,98.910,1.090,26.91,299,0.940,bicubic
focalnet_tiny_srf.ms_in1k,95.500,4.500,99.130,0.870,28.43,224,0.900,bicubic
vit_relpos_medium_patch16_rpn_224.sw_in1k,95.500,4.500,99.080,0.920,38.73,224,0.900,bicubic
flexivit_small.300ep_in1k,95.500,4.500,98.960,1.040,22.06,240,0.950,bicubic
resnet152.tv2_in1k,95.500,4.500,98.960,1.040,60.19,224,0.965,bilinear
resnet152.a1_in1k,95.500,4.500,98.780,1.220,60.19,288,1.000,bicubic
swinv2_tiny_window8_256.ms_in1k,95.490,4.510,99.100,0.900,28.35,256,0.900,bicubic
visformer_small.in1k,95.490,4.510,98.900,1.100,40.22,224,0.900,bicubic
resnet152.a2_in1k,95.490,4.510,98.790,1.210,60.19,288,1.000,bicubic
pvt_v2_b2.in1k,95.480,4.520,99.000,1.000,25.36,224,0.900,bicubic
resnetv2_50d_gn.ah_in1k,95.480,4.520,98.950,1.050,25.57,288,1.000,bicubic
vit_relpos_medium_patch16_cls_224.sw_in1k,95.470,4.530,98.950,1.050,38.76,224,0.900,bicubic
vit_relpos_medium_patch16_224.sw_in1k,95.460,4.540,98.960,1.040,38.75,224,0.900,bicubic
focalnet_tiny_lrf.ms_in1k,95.460,4.540,98.910,1.090,28.65,224,0.900,bicubic
ecaresnet50d.miil_in1k,95.450,4.550,99.090,0.910,25.58,288,0.950,bicubic
deit_base_patch16_224.fb_in1k,95.450,4.550,98.840,1.160,86.57,224,0.900,bicubic
resnext50_32x4d.a1h_in1k,95.450,4.550,98.840,1.160,25.03,288,1.000,bicubic
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,95.440,4.560,99.120,0.880,44.18,224,0.875,bilinear
tresnet_xl.miil_in1k,95.440,4.560,99.050,0.950,78.44,224,0.875,bilinear
crossvit_18_240.in1k,95.440,4.560,98.790,1.210,43.27,240,0.875,bicubic
coatnet_0_rw_224.sw_in1k,95.440,4.560,98.720,1.280,27.44,224,0.950,bicubic
resnetrs101.tf_in1k,95.430,4.570,99.040,0.960,63.62,288,0.940,bicubic
coatnext_nano_rw_224.sw_in1k,95.430,4.570,99.010,0.990,14.70,224,0.900,bicubic
coatnet_rmlp_nano_rw_224.sw_in1k,95.430,4.570,98.990,1.010,15.15,224,0.900,bicubic
xcit_large_24_p16_224.fb_in1k,95.430,4.570,98.630,1.370,189.10,224,1.000,bicubic
halo2botnet50ts_256.a1h_in1k,95.420,4.580,99.020,0.980,22.64,256,0.950,bicubic
xcit_small_12_p16_224.fb_in1k,95.420,4.580,98.840,1.160,26.25,224,1.000,bicubic
ecaresnet50t.a1_in1k,95.410,4.590,99.010,0.990,25.57,288,1.000,bicubic
resnet101.a2_in1k,95.410,4.590,98.940,1.060,44.55,288,1.000,bicubic
resnet50.fb_swsl_ig1b_ft_in1k,95.400,4.600,99.300,0.700,25.56,224,0.875,bilinear
edgenext_small.usi_in1k,95.400,4.600,99.100,0.900,5.59,320,1.000,bicubic
poolformerv2_m36.sail_in1k,95.400,4.600,98.870,1.130,56.08,224,1.000,bicubic
vit_base_patch16_rpn_224.sw_in1k,95.390,4.610,98.940,1.060,86.54,224,0.900,bicubic
poolformer_m36.sail_in1k,95.390,4.610,98.860,1.140,56.17,224,0.950,bicubic
vit_small_patch16_224.augreg_in21k_ft_in1k,95.370,4.630,99.140,0.860,22.05,224,0.900,bicubic
swinv2_cr_tiny_ns_224.sw_in1k,95.370,4.630,98.940,1.060,28.33,224,0.900,bicubic
efficientformerv2_s2.snap_dist_in1k,95.360,4.640,98.930,1.070,12.71,224,0.950,bicubic
ecaresnet50t.a2_in1k,95.350,4.650,98.920,1.080,25.57,288,1.000,bicubic
convnext_nano.d1h_in1k,95.350,4.650,98.860,1.140,15.59,288,1.000,bicubic
vit_base_patch16_224.orig_in21k_ft_in1k,95.340,4.660,99.000,1.000,86.57,224,0.900,bicubic
seresnet50.ra2_in1k,95.330,4.670,99.010,0.990,28.09,288,0.950,bicubic
tf_efficientnet_b3.ap_in1k,95.320,4.680,98.900,1.100,12.23,300,0.904,bicubic
cs3sedarknet_l.c2ns_in1k,95.310,4.690,99.130,0.870,21.91,288,0.950,bicubic
poolformerv2_s36.sail_in1k,95.310,4.690,98.920,1.080,30.79,224,1.000,bicubic
regnety_032.tv2_in1k,95.310,4.690,98.910,1.090,19.44,224,0.965,bicubic
mixer_b16_224.miil_in21k_ft_in1k,95.300,4.700,98.880,1.120,59.88,224,0.875,bilinear
ecaresnetlight.miil_in1k,95.290,4.710,99.030,0.970,30.16,288,0.950,bicubic
vit_small_patch16_384.augreg_in1k,95.290,4.710,99.000,1.000,22.20,384,1.000,bicubic
tresnet_l.miil_in1k,95.280,4.720,99.010,0.990,55.99,224,0.875,bilinear
cait_xxs24_384.fb_dist_in1k,95.280,4.720,98.960,1.040,12.03,384,1.000,bicubic
resnet101.tv2_in1k,95.270,4.730,98.910,1.090,44.55,224,0.965,bilinear
resnet50_gn.a1h_in1k,95.250,4.750,99.000,1.000,25.56,288,0.950,bicubic
vit_srelpos_medium_patch16_224.sw_in1k,95.240,4.760,98.990,1.010,38.74,224,0.900,bicubic
nest_tiny_jx.goog_in1k,95.240,4.760,98.980,1.020,17.06,224,0.875,bicubic
gcresnet50t.ra2_in1k,95.240,4.760,98.910,1.090,25.90,288,1.000,bicubic
coatnet_nano_rw_224.sw_in1k,95.240,4.760,98.870,1.130,15.14,224,0.900,bicubic
convnextv2_pico.fcmae_ft_in1k,95.230,4.770,98.920,1.080,9.07,288,0.950,bicubic
mobilevitv2_175.cvnets_in22k_ft_in1k,95.220,4.780,98.800,1.200,14.25,256,0.888,bicubic
convit_small.fb_in1k,95.210,4.790,98.900,1.100,27.78,224,0.875,bicubic
twins_pcpvt_small.in1k,95.210,4.790,98.880,1.120,24.11,224,0.900,bicubic
resnetaa50.a1h_in1k,95.200,4.800,98.920,1.080,25.56,288,1.000,bicubic
twins_svt_small.in1k,95.190,4.810,98.880,1.120,24.06,224,0.900,bicubic
swin_s3_tiny_224.ms_in1k,95.180,4.820,98.950,1.050,28.33,224,0.900,bicubic
tf_efficientnetv2_b3.in1k,95.180,4.820,98.820,1.180,14.36,300,0.904,bicubic
regnetz_b16.ra3_in1k,95.170,4.830,99.080,0.920,9.72,288,1.000,bicubic
tf_efficientnet_b1.ns_jft_in1k,95.160,4.840,99.100,0.900,7.79,240,0.882,bicubic
cs3darknet_focus_l.c2ns_in1k,95.160,4.840,98.960,1.040,21.15,288,0.950,bicubic
mobilevitv2_200.cvnets_in22k_ft_in1k,95.160,4.840,98.950,1.050,18.45,256,0.888,bicubic
lamhalobotnet50ts_256.a1h_in1k,95.160,4.840,98.880,1.120,22.57,256,0.950,bicubic
vit_relpos_small_patch16_224.sw_in1k,95.150,4.850,98.960,1.040,21.98,224,0.900,bicubic
crossvit_15_240.in1k,95.150,4.850,98.930,1.070,27.53,240,0.875,bicubic
pit_s_distilled_224.in1k,95.140,4.860,98.890,1.110,24.04,224,0.900,bicubic
mobilevitv2_150.cvnets_in22k_ft_in1k,95.140,4.860,98.860,1.140,10.59,256,0.888,bicubic
swin_tiny_patch4_window7_224.ms_in1k,95.140,4.860,98.850,1.150,28.29,224,0.900,bicubic
halonet50ts.a1h_in1k,95.140,4.860,98.780,1.220,22.73,256,0.940,bicubic
convnext_nano_ols.d1h_in1k,95.140,4.860,98.730,1.270,15.65,288,1.000,bicubic
xcit_tiny_12_p16_384.fb_dist_in1k,95.130,4.870,99.020,0.980,6.72,384,1.000,bicubic
cs3darknet_l.c2ns_in1k,95.120,4.880,98.980,1.020,21.16,288,0.950,bicubic
efficientnet_el.ra_in1k,95.120,4.880,98.970,1.030,10.59,300,0.904,bicubic
vit_base_patch32_clip_224.openai_ft_in1k,95.110,4.890,98.980,1.020,88.22,224,0.900,bicubic
ecaresnet50d_pruned.miil_in1k,95.110,4.890,98.930,1.070,19.94,288,0.950,bicubic
gernet_l.idstcv_in1k,95.110,4.890,98.900,1.100,31.08,256,0.875,bilinear
regnetx_080.tv2_in1k,95.100,4.900,98.830,1.170,39.57,224,0.965,bicubic
xcit_tiny_12_p8_224.fb_dist_in1k,95.090,4.910,98.910,1.090,6.71,224,1.000,bicubic
convmixer_1536_20.in1k,95.080,4.920,99.030,0.970,51.63,224,0.960,bicubic
poolformer_s36.sail_in1k,95.080,4.920,98.910,1.090,30.86,224,0.900,bicubic
legacy_senet154.in1k,95.070,4.930,98.830,1.170,115.09,224,0.875,bilinear
seresnet33ts.ra2_in1k,95.040,4.960,98.900,1.100,19.78,288,1.000,bicubic
tnt_s_patch16_224,95.040,4.960,98.830,1.170,23.76,224,0.900,bicubic
vit_small_patch32_384.augreg_in21k_ft_in1k,95.030,4.970,98.990,1.010,22.92,384,1.000,bicubic
vit_srelpos_small_patch16_224.sw_in1k,95.030,4.970,98.950,1.050,21.97,224,0.900,bicubic
resnet152s.gluon_in1k,95.020,4.980,98.930,1.070,60.32,224,0.875,bicubic
levit_256.fb_dist_in1k,95.020,4.980,98.880,1.120,18.89,224,0.900,bicubic
levit_conv_256.fb_dist_in1k,95.020,4.980,98.880,1.120,18.89,224,0.900,bicubic
resnetv2_50x1_bit.goog_in21k_ft_in1k,95.010,4.990,99.060,0.940,25.55,448,1.000,bilinear
vit_base_patch32_224.augreg_in21k_ft_in1k,95.010,4.990,99.030,0.970,88.22,224,0.900,bicubic
resnet50d.ra2_in1k,95.010,4.990,98.980,1.020,25.58,288,0.950,bicubic
tf_efficientnet_b3.aa_in1k,95.000,5.000,98.910,1.090,12.23,300,0.904,bicubic
tresnet_m.miil_in1k_448,94.990,5.010,98.980,1.020,31.39,448,0.875,bilinear
deit3_small_patch16_224.fb_in1k,94.990,5.010,98.460,1.540,22.06,224,0.900,bicubic
resnet50.d_in1k,94.980,5.020,98.840,1.160,25.56,288,1.000,bicubic
resnest50d_4s2x40d.in1k,94.970,5.030,99.080,0.920,30.42,224,0.875,bicubic
coat_mini.in1k,94.970,5.030,98.780,1.220,10.34,224,0.900,bicubic
rexnet_200.nav_in1k,94.940,5.060,99.010,0.990,16.37,224,0.875,bicubic
vit_base_patch16_384.augreg_in1k,94.940,5.060,98.890,1.110,86.86,384,1.000,bicubic
seresnext101_64x4d.gluon_in1k,94.930,5.070,98.830,1.170,88.23,224,0.875,bicubic
gcresnet33ts.ra2_in1k,94.920,5.080,98.810,1.190,19.88,288,1.000,bicubic
resnet50.c2_in1k,94.920,5.080,98.810,1.190,25.56,288,1.000,bicubic
senet154.gluon_in1k,94.920,5.080,98.760,1.240,115.09,224,0.875,bicubic
eva02_tiny_patch14_336.mim_in22k_ft_in1k,94.910,5.090,98.880,1.120,5.76,336,1.000,bicubic
mobilevitv2_175.cvnets_in1k,94.890,5.110,98.860,1.140,14.25,256,0.888,bicubic
resmlp_36_224.fb_distilled_in1k,94.890,5.110,98.860,1.140,44.69,224,0.875,bicubic
seresnext101_32x4d.gluon_in1k,94.890,5.110,98.820,1.180,48.96,224,0.875,bicubic
tf_efficientnet_lite4.in1k,94.880,5.120,99.020,0.980,13.01,380,0.920,bilinear
wide_resnet50_2.tv2_in1k,94.870,5.130,98.940,1.060,68.88,224,0.965,bilinear
ese_vovnet39b.ra_in1k,94.870,5.130,98.910,1.090,24.57,288,0.950,bicubic
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,94.860,5.140,98.870,1.130,25.03,224,0.875,bilinear
gcresnext50ts.ch_in1k,94.860,5.140,98.860,1.140,15.67,288,1.000,bicubic
resnet50.b1k_in1k,94.860,5.140,98.810,1.190,25.56,288,1.000,bicubic
crossvit_small_240.in1k,94.850,5.150,99.010,0.990,26.86,240,0.875,bicubic
resnest50d.in1k,94.850,5.150,98.880,1.120,27.48,224,0.875,bilinear
resnetv2_50.a1h_in1k,94.850,5.150,98.870,1.130,25.55,288,1.000,bicubic
mobilevitv2_200.cvnets_in1k,94.840,5.160,98.710,1.290,18.45,256,0.888,bicubic
convnext_tiny.fb_in22k_ft_in1k,94.840,5.160,98.530,1.470,28.59,288,1.000,bicubic
cspresnext50.ra_in1k,94.830,5.170,98.770,1.230,20.57,256,0.887,bilinear
res2net101d.in1k,94.820,5.180,98.770,1.230,45.23,224,0.875,bilinear
resnext50_32x4d.a1_in1k,94.820,5.180,98.600,1.400,25.03,288,1.000,bicubic
resnet50.a1h_in1k,94.770,5.230,98.690,1.310,25.56,224,1.000,bicubic
lambda_resnet50ts.a1h_in1k,94.770,5.230,98.470,1.530,21.54,256,0.950,bicubic
convnext_pico.d1_in1k,94.760,5.240,98.710,1.290,9.05,288,0.950,bicubic
sehalonet33ts.ra2_in1k,94.760,5.240,98.570,1.430,13.69,256,0.940,bicubic
resnet50.a1_in1k,94.740,5.260,98.710,1.290,25.56,288,1.000,bicubic
resnest50d_1s4x24d.in1k,94.730,5.270,98.980,1.020,25.68,224,0.875,bicubic
resnet50.c1_in1k,94.730,5.270,98.930,1.070,25.56,288,1.000,bicubic
resnet50.b2k_in1k,94.730,5.270,98.820,1.180,25.56,288,1.000,bicubic
resnet152d.gluon_in1k,94.730,5.270,98.750,1.250,60.21,224,0.875,bicubic
resnet152.a3_in1k,94.730,5.270,98.680,1.320,60.19,224,0.950,bicubic
resnet50d.a1_in1k,94.730,5.270,98.490,1.510,25.58,288,1.000,bicubic
resnet101s.gluon_in1k,94.720,5.280,98.820,1.180,44.67,224,0.875,bicubic
deit_small_distilled_patch16_224.fb_in1k,94.710,5.290,99.030,0.970,22.44,224,0.900,bicubic
resnext50_32x4d.ra_in1k,94.700,5.300,98.760,1.240,25.03,288,0.950,bicubic
xcit_tiny_12_p8_224.fb_in1k,94.690,5.310,98.830,1.170,6.71,224,1.000,bicubic
haloregnetz_b.ra3_in1k,94.690,5.310,98.660,1.340,11.68,224,0.940,bicubic
resmlp_big_24_224.fb_in1k,94.680,5.320,98.500,1.500,129.14,224,0.875,bicubic
edgenext_small_rw.sw_in1k,94.670,5.330,98.780,1.220,7.83,320,1.000,bicubic
resnext101_64x4d.gluon_in1k,94.670,5.330,98.660,1.340,83.46,224,0.875,bicubic
regnetx_032.tv2_in1k,94.660,5.340,98.850,1.150,15.30,224,0.965,bicubic
resnet50.tv2_in1k,94.660,5.340,98.790,1.210,25.56,224,0.965,bilinear
seresnet50.a2_in1k,94.660,5.340,98.780,1.220,28.09,288,1.000,bicubic
seresnet50.a1_in1k,94.660,5.340,98.720,1.280,28.09,288,1.000,bicubic
poolformerv2_s24.sail_in1k,94.650,5.350,98.840,1.160,21.34,224,1.000,bicubic
cspdarknet53.ra_in1k,94.650,5.350,98.800,1.200,27.64,256,0.887,bilinear
maxvit_rmlp_pico_rw_256.sw_in1k,94.630,5.370,98.810,1.190,7.52,256,0.950,bicubic
efficientnet_b3_pruned.in1k,94.630,5.370,98.760,1.240,9.86,300,0.904,bicubic
resnet50.a2_in1k,94.630,5.370,98.660,1.340,25.56,288,1.000,bicubic
tresnet_m.miil_in1k,94.630,5.370,98.550,1.450,31.39,224,0.875,bilinear
eca_resnet33ts.ra2_in1k,94.620,5.380,98.910,1.090,19.68,288,1.000,bicubic
darknet53.c2ns_in1k,94.620,5.380,98.900,1.100,41.61,288,1.000,bicubic
gernet_m.idstcv_in1k,94.620,5.380,98.860,1.140,21.14,224,0.875,bilinear
resnext50_32x4d.tv2_in1k,94.620,5.380,98.780,1.220,25.03,224,0.965,bilinear
convnext_pico_ols.d1_in1k,94.620,5.380,98.760,1.240,9.06,288,1.000,bicubic
efficientnet_b2.ra_in1k,94.620,5.380,98.710,1.290,9.11,288,1.000,bicubic
sebotnet33ts_256.a1h_in1k,94.610,5.390,98.510,1.490,13.70,256,0.940,bicubic
inception_resnet_v2.tf_in1k,94.580,5.420,98.790,1.210,55.84,299,0.897,bicubic
resnet50d.a2_in1k,94.580,5.420,98.690,1.310,25.58,288,1.000,bicubic
resnext50_32x4d.a2_in1k,94.580,5.420,98.650,1.350,25.03,288,1.000,bicubic
pit_s_224.in1k,94.570,5.430,98.700,1.300,23.46,224,0.900,bicubic
poolformer_s24.sail_in1k,94.560,5.440,98.900,1.100,21.39,224,0.900,bicubic
repvgg_b3.rvgg_in1k,94.550,5.450,98.780,1.220,123.09,224,0.875,bilinear
mobilevitv2_150.cvnets_in1k,94.550,5.450,98.710,1.290,10.59,256,0.888,bicubic
resnext50d_32x4d.bt_in1k,94.550,5.450,98.690,1.310,25.05,288,0.950,bicubic
regnety_320.pycls_in1k,94.540,5.460,98.850,1.150,145.05,224,0.875,bicubic
tf_efficientnet_b3.in1k,94.540,5.460,98.800,1.200,12.23,300,0.904,bicubic
nf_resnet50.ra2_in1k,94.540,5.460,98.790,1.210,25.56,288,0.940,bicubic
xcit_tiny_24_p16_224.fb_dist_in1k,94.540,5.460,98.780,1.220,12.12,224,1.000,bicubic
resnext101_32x4d.gluon_in1k,94.540,5.460,98.630,1.370,44.18,224,0.875,bicubic
regnety_016.tv2_in1k,94.520,5.480,98.820,1.180,11.20,224,0.965,bicubic
resnet50.ram_in1k,94.520,5.480,98.650,1.350,25.56,288,0.950,bicubic
repvgg_b3g4.rvgg_in1k,94.510,5.490,98.970,1.030,83.83,224,0.875,bilinear
tf_efficientnet_b2.ap_in1k,94.510,5.490,98.620,1.380,9.11,260,0.890,bicubic
convmixer_768_32.in1k,94.500,5.500,98.860,1.140,21.11,224,0.960,bicubic
efficientformer_l1.snap_dist_in1k,94.480,5.520,98.830,1.170,12.29,224,0.950,bicubic
rexnet_150.nav_in1k,94.480,5.520,98.800,1.200,9.73,224,0.875,bicubic
regnety_120.pycls_in1k,94.470,5.530,98.820,1.180,51.82,224,0.875,bicubic
darknetaa53.c2ns_in1k,94.470,5.530,98.760,1.240,36.02,288,1.000,bilinear
resnetblur50.bt_in1k,94.460,5.540,98.840,1.160,25.56,288,0.950,bicubic
resnet50.fb_ssl_yfcc100m_ft_in1k,94.450,5.550,98.920,1.080,25.56,224,0.875,bilinear
resmlp_24_224.fb_distilled_in1k,94.450,5.550,98.770,1.230,30.02,224,0.875,bicubic
regnetx_320.pycls_in1k,94.450,5.550,98.740,1.260,107.81,224,0.875,bicubic
gcvit_xxtiny.in1k,94.420,5.580,98.890,1.110,12.00,224,0.875,bicubic
tf_efficientnetv2_b2.in1k,94.420,5.580,98.580,1.420,10.10,260,0.890,bicubic
efficientnet_el_pruned.in1k,94.400,5.600,98.740,1.260,10.59,300,0.904,bicubic
tf_efficientnet_el.in1k,94.400,5.600,98.710,1.290,10.59,300,0.904,bicubic
tf_efficientnet_b2.aa_in1k,94.380,5.620,98.610,1.390,9.11,260,0.890,bicubic
deit_small_patch16_224.fb_in1k,94.370,5.630,98.700,1.300,22.05,224,0.900,bicubic
inception_v4.tf_in1k,94.370,5.630,98.580,1.420,42.68,299,0.875,bicubic
regnety_160.pycls_in1k,94.360,5.640,98.860,1.140,83.59,224,0.875,bicubic
legacy_seresnext101_32x4d.in1k,94.360,5.640,98.630,1.370,48.96,224,0.875,bilinear
ecaresnet50t.a3_in1k,94.350,5.650,98.670,1.330,25.57,224,0.950,bicubic
dpn107.mx_in1k,94.340,5.660,98.500,1.500,86.92,224,0.875,bicubic
seresnext50_32x4d.gluon_in1k,94.330,5.670,98.610,1.390,27.56,224,0.875,bicubic
ecaresnet26t.ra2_in1k,94.320,5.680,98.720,1.280,16.01,320,0.950,bicubic
resnetrs50.tf_in1k,94.320,5.680,98.640,1.360,35.69,224,0.910,bicubic
res2net50d.in1k,94.320,5.680,98.530,1.470,25.72,224,0.875,bilinear
resnet50.bt_in1k,94.310,5.690,98.640,1.360,25.56,288,0.950,bicubic
xception71.tf_in1k,94.300,5.700,98.650,1.350,42.34,299,0.903,bicubic
dpn92.mx_in1k,94.290,5.710,98.750,1.250,37.67,224,0.875,bicubic
cait_xxs36_224.fb_dist_in1k,94.270,5.730,98.710,1.290,17.30,224,1.000,bicubic
skresnext50_32x4d.ra_in1k,94.240,5.760,98.460,1.540,27.48,224,0.875,bicubic
regnetx_120.pycls_in1k,94.230,5.770,98.670,1.330,46.11,224,0.875,bicubic
resnet101d.gluon_in1k,94.230,5.770,98.540,1.460,44.57,224,0.875,bicubic
resnet50.ra_in1k,94.210,5.790,98.620,1.380,25.56,288,0.950,bicubic
tf_efficientnet_lite3.in1k,94.200,5.800,98.640,1.360,8.20,300,0.904,bilinear
efficientformerv2_s1.snap_dist_in1k,94.200,5.800,98.630,1.370,6.19,224,0.950,bicubic
resmlp_36_224.fb_in1k,94.190,5.810,98.660,1.340,44.69,224,0.875,bicubic
convnextv2_femto.fcmae_ft_in1k,94.190,5.810,98.610,1.390,5.23,288,0.950,bicubic
mixnet_xl.ra_in1k,94.180,5.820,98.330,1.670,11.90,224,0.875,bicubic
regnety_080.pycls_in1k,94.170,5.830,98.680,1.320,39.18,224,0.875,bicubic
inception_resnet_v2.tf_ens_adv_in1k,94.170,5.830,98.620,1.380,55.84,299,0.897,bicubic
levit_192.fb_dist_in1k,94.170,5.830,98.540,1.460,10.95,224,0.900,bicubic
levit_conv_192.fb_dist_in1k,94.170,5.830,98.540,1.460,10.95,224,0.900,bicubic
resnet152c.gluon_in1k,94.160,5.840,98.640,1.360,60.21,224,0.875,bicubic
dpn98.mx_in1k,94.160,5.840,98.590,1.410,61.57,224,0.875,bicubic
vit_base_patch16_224.sam_in1k,94.150,5.850,98.670,1.330,86.57,224,0.900,bicubic
gmlp_s16_224.ra3_in1k,94.150,5.850,98.500,1.500,19.42,224,0.875,bicubic
regnetx_160.pycls_in1k,94.140,5.860,98.750,1.250,54.28,224,0.875,bicubic
regnety_064.pycls_in1k,94.140,5.860,98.710,1.290,30.58,224,0.875,bicubic
efficientnet_b2_pruned.in1k,94.140,5.860,98.520,1.480,8.31,260,0.890,bicubic
regnetx_016.tv2_in1k,94.130,5.870,98.750,1.250,9.19,224,0.965,bicubic
nf_regnet_b1.ra2_in1k,94.110,5.890,98.620,1.380,10.22,288,0.900,bicubic
tf_efficientnet_b2.in1k,94.110,5.890,98.450,1.550,9.11,260,0.890,bicubic
resnet33ts.ra2_in1k,94.100,5.900,98.650,1.350,19.68,288,1.000,bicubic
xcit_tiny_24_p16_224.fb_in1k,94.080,5.920,98.540,1.460,12.12,224,1.000,bicubic
resnet152.gluon_in1k,94.070,5.930,98.460,1.540,60.19,224,0.875,bicubic
dpn131.mx_in1k,94.050,5.950,98.710,1.290,79.25,224,0.875,bicubic
resnet101.a3_in1k,94.040,5.960,98.660,1.340,44.55,224,0.950,bicubic
coat_lite_mini.in1k,94.040,5.960,98.550,1.450,11.01,224,0.900,bicubic
eca_halonext26ts.c1_in1k,94.040,5.960,98.490,1.510,10.76,256,0.940,bicubic
resmlp_24_224.fb_in1k,94.030,5.970,98.330,1.670,30.02,224,0.875,bicubic
hrnet_w64.ms_in1k,94.020,5.980,98.590,1.410,128.06,224,0.875,bilinear
halonet26t.a1h_in1k,94.000,6.000,98.500,1.500,12.48,256,0.950,bicubic
dpn68b.ra_in1k,94.000,6.000,98.340,1.660,12.61,288,1.000,bicubic
fbnetv3_b.ra2_in1k,93.970,6.030,98.630,1.370,8.60,256,0.950,bilinear
resnet50.am_in1k,93.970,6.030,98.520,1.480,25.56,224,0.875,bicubic
dla102x2.in1k,93.970,6.030,98.490,1.510,41.28,224,0.875,bilinear
mobilevitv2_125.cvnets_in1k,93.960,6.040,98.550,1.450,7.48,256,0.888,bicubic
tf_efficientnetv2_b1.in1k,93.950,6.050,98.620,1.380,8.14,240,0.882,bicubic
convnext_femto.d1_in1k,93.930,6.070,98.520,1.480,5.22,288,0.950,bicubic
fbnetv3_d.ra2_in1k,93.920,6.080,98.740,1.260,10.31,256,0.950,bilinear
convnext_femto_ols.d1_in1k,93.920,6.080,98.620,1.380,5.23,288,0.950,bicubic
hrnet_w48.ms_in1k,93.920,6.080,98.610,1.390,77.47,224,0.875,bilinear
tf_efficientnet_cc_b1_8e.in1k,93.920,6.080,98.260,1.740,39.72,240,0.882,bicubic
regnetx_064.pycls_in1k,93.900,6.100,98.640,1.360,26.21,224,0.875,bicubic
rexnet_130.nav_in1k,93.900,6.100,98.400,1.600,7.56,224,0.875,bicubic
vit_small_patch16_224.augreg_in1k,93.890,6.110,98.440,1.560,22.05,224,0.900,bicubic
regnety_040.pycls_in1k,93.880,6.120,98.660,1.340,20.65,224,0.875,bicubic
repvgg_b2g4.rvgg_in1k,93.880,6.120,98.590,1.410,61.76,224,0.875,bilinear
regnetx_080.pycls_in1k,93.880,6.120,98.520,1.480,39.57,224,0.875,bicubic
efficientnet_em.ra2_in1k,93.840,6.160,98.820,1.180,6.90,240,0.882,bicubic
resnet32ts.ra2_in1k,93.830,6.170,98.650,1.350,17.96,288,1.000,bicubic
lambda_resnet26t.c1_in1k,93.830,6.170,98.640,1.360,10.96,256,0.940,bicubic
resnext101_32x8d.tv_in1k,93.820,6.180,98.580,1.420,88.79,224,0.875,bilinear
resnext50_32x4d.gluon_in1k,93.810,6.190,98.420,1.580,25.03,224,0.875,bicubic
pvt_v2_b1.in1k,93.800,6.200,98.660,1.340,14.01,224,0.900,bicubic
xception65.tf_in1k,93.790,6.210,98.370,1.630,39.92,299,0.903,bicubic
eca_botnext26ts_256.c1_in1k,93.780,6.220,98.500,1.500,10.59,256,0.950,bicubic
pit_xs_distilled_224.in1k,93.770,6.230,98.620,1.380,11.00,224,0.900,bicubic
cspresnet50.ra_in1k,93.750,6.250,98.640,1.360,21.62,256,0.887,bilinear
legacy_seresnext50_32x4d.in1k,93.750,6.250,98.580,1.420,27.56,224,0.875,bilinear
resnet50d.gluon_in1k,93.750,6.250,98.390,1.610,25.58,224,0.875,bicubic
resnet101.gluon_in1k,93.750,6.250,98.380,1.620,44.55,224,0.875,bicubic
wide_resnet101_2.tv_in1k,93.740,6.260,98.540,1.460,126.89,224,0.875,bilinear
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,93.740,6.260,98.070,1.930,119.42,256,0.900,bicubic
res2net101_26w_4s.in1k,93.720,6.280,98.320,1.680,45.21,224,0.875,bilinear
lambda_resnet26rpt_256.c1_in1k,93.710,6.290,98.520,1.480,10.99,256,0.940,bicubic
regnety_008_tv.tv2_in1k,93.690,6.310,98.490,1.510,6.43,224,0.965,bicubic
tf_efficientnet_b1.ap_in1k,93.680,6.320,98.360,1.640,7.79,240,0.882,bicubic
resnet101c.gluon_in1k,93.670,6.330,98.420,1.580,44.57,224,0.875,bicubic
resnext50_32x4d.a3_in1k,93.660,6.340,98.520,1.480,25.03,224,0.950,bicubic
vit_tiny_patch16_384.augreg_in21k_ft_in1k,93.650,6.350,98.590,1.410,5.79,384,1.000,bicubic
resnet34d.ra2_in1k,93.640,6.360,98.540,1.460,21.82,288,0.950,bicubic
resnet50s.gluon_in1k,93.640,6.360,98.460,1.540,25.68,224,0.875,bicubic
vit_base_patch32_384.augreg_in1k,93.640,6.360,98.400,1.600,88.30,384,1.000,bicubic
vit_base_patch16_224.augreg_in1k,93.630,6.370,98.240,1.760,86.57,224,0.900,bicubic
tf_efficientnet_b0.ns_jft_in1k,93.620,6.380,98.640,1.360,5.29,224,0.875,bicubic
cait_xxs24_224.fb_dist_in1k,93.610,6.390,98.460,1.540,11.96,224,1.000,bicubic
coat_tiny.in1k,93.580,6.420,98.420,1.580,5.50,224,0.900,bicubic
regnetx_040.pycls_in1k,93.560,6.440,98.530,1.470,22.12,224,0.875,bicubic
visformer_tiny.in1k,93.560,6.440,98.490,1.510,10.32,224,0.900,bicubic
seresnext26t_32x4d.bt_in1k,93.560,6.440,98.390,1.610,16.81,288,0.950,bicubic
hrnet_w44.ms_in1k,93.550,6.450,98.700,1.300,67.06,224,0.875,bilinear
hrnet_w18.ms_aug_in1k,93.550,6.450,98.600,1.400,21.30,224,0.950,bilinear
hrnet_w32.ms_in1k,93.530,6.470,98.460,1.540,41.23,224,0.875,bilinear
xcit_nano_12_p8_384.fb_dist_in1k,93.520,6.480,98.530,1.470,3.05,384,1.000,bicubic
botnet26t_256.c1_in1k,93.510,6.490,98.300,1.700,12.49,256,0.950,bicubic
repvgg_b2.rvgg_in1k,93.500,6.500,98.730,1.270,89.02,224,0.875,bilinear
hrnet_w40.ms_in1k,93.500,6.500,98.570,1.430,57.56,224,0.875,bilinear
dla102x.in1k,93.500,6.500,98.500,1.500,26.31,224,0.875,bilinear
tf_efficientnet_b1.aa_in1k,93.490,6.510,98.360,1.640,7.79,240,0.882,bicubic
inception_v3.gluon_in1k,93.470,6.530,98.570,1.430,23.83,299,0.875,bicubic
resnet50d.a3_in1k,93.470,6.530,98.450,1.550,25.58,224,0.950,bicubic
legacy_xception.tf_in1k,93.460,6.540,98.530,1.470,22.86,299,0.897,bicubic
seresnext26d_32x4d.bt_in1k,93.440,6.560,98.330,1.670,16.81,288,0.950,bicubic
mixnet_l.ft_in1k,93.430,6.570,98.220,1.780,7.33,224,0.875,bicubic
xception41.tf_in1k,93.420,6.580,98.430,1.570,26.97,299,0.903,bicubic
regnety_032.pycls_in1k,93.410,6.590,98.640,1.360,19.44,224,0.875,bicubic
xcit_tiny_12_p16_224.fb_dist_in1k,93.410,6.590,98.510,1.490,6.72,224,1.000,bicubic
res2net50_26w_6s.in1k,93.400,6.600,98.280,1.720,37.05,224,0.875,bilinear
res2net50_26w_8s.in1k,93.390,6.610,98.170,1.830,48.40,224,0.875,bilinear
legacy_seresnet152.in1k,93.370,6.630,98.340,1.660,66.82,224,0.875,bilinear
dla169.in1k,93.360,6.640,98.610,1.390,53.39,224,0.875,bilinear
levit_conv_128.fb_dist_in1k,93.350,6.650,98.370,1.630,9.21,224,0.900,bicubic
cs3darknet_m.c2ns_in1k,93.340,6.660,98.600,1.400,9.31,288,0.950,bicubic
levit_128.fb_dist_in1k,93.340,6.660,98.370,1.630,9.21,224,0.900,bicubic
repvgg_b1.rvgg_in1k,93.330,6.670,98.520,1.480,57.42,224,0.875,bilinear
resnest26d.gluon_in1k,93.320,6.680,98.620,1.380,17.07,224,0.875,bilinear
resnet152.tv_in1k,93.320,6.680,98.380,1.620,60.19,224,0.875,bilinear
bat_resnext26ts.ch_in1k,93.320,6.680,98.360,1.640,10.73,256,0.900,bicubic
inception_v3.tf_in1k,93.320,6.680,98.040,1.960,23.83,299,0.875,bicubic
tf_mixnet_l.in1k,93.320,6.680,98.030,1.970,7.33,224,0.875,bicubic
legacy_seresnet101.in1k,93.310,6.690,98.520,1.480,49.33,224,0.875,bilinear
SelecSls60b.in1k,93.310,6.690,98.290,1.710,32.77,224,0.875,bicubic
mobilevitv2_100.cvnets_in1k,93.290,6.710,98.280,1.720,4.90,256,0.888,bicubic
efficientnet_b1.ft_in1k,93.250,6.750,98.290,1.710,7.79,256,1.000,bicubic
coat_lite_tiny.in1k,93.240,6.760,98.260,1.740,5.72,224,0.900,bicubic
resnet26t.ra2_in1k,93.200,6.800,98.490,1.510,16.01,320,1.000,bicubic
hrnet_w30.ms_in1k,93.200,6.800,98.410,1.590,37.71,224,0.875,bilinear
dla60_res2next.in1k,93.190,6.810,98.400,1.600,17.03,224,0.875,bilinear
mobilevit_s.cvnets_in1k,93.180,6.820,98.440,1.560,5.58,256,0.900,bicubic
dla60_res2net.in1k,93.180,6.820,98.430,1.570,20.85,224,0.875,bilinear
efficientnet_es.ra_in1k,93.160,6.840,98.410,1.590,5.44,224,0.875,bicubic
wide_resnet50_2.tv_in1k,93.160,6.840,98.370,1.630,68.88,224,0.875,bilinear
gcresnext26ts.ch_in1k,93.160,6.840,98.320,1.680,10.48,288,1.000,bicubic
ese_vovnet19b_dw.ra_in1k,93.150,6.850,98.250,1.750,6.54,288,0.950,bicubic
regnetx_032.pycls_in1k,93.110,6.890,98.390,1.610,15.30,224,0.875,bicubic
tf_efficientnetv2_b0.in1k,93.110,6.890,98.390,1.610,7.14,224,0.875,bicubic
resnet34.a1_in1k,93.100,6.900,98.330,1.670,21.80,288,1.000,bicubic
pit_xs_224.in1k,93.100,6.900,98.320,1.680,10.62,224,0.900,bicubic
convnext_atto_ols.a2_in1k,93.090,6.910,98.470,1.530,3.70,288,0.950,bicubic
tf_efficientnet_b1.in1k,93.090,6.910,98.300,1.700,7.79,240,0.882,bicubic
dla60x.in1k,93.080,6.920,98.500,1.500,17.35,224,0.875,bilinear
dla102.in1k,93.060,6.940,98.550,1.450,33.27,224,0.875,bilinear
eca_resnext26ts.ch_in1k,93.060,6.940,98.400,1.600,10.30,288,1.000,bicubic
regnety_016.pycls_in1k,93.040,6.960,98.370,1.630,11.20,224,0.875,bicubic
resnet50c.gluon_in1k,93.030,6.970,98.400,1.600,25.58,224,0.875,bicubic
SelecSls60.in1k,93.020,6.980,98.300,1.700,30.67,224,0.875,bicubic
rexnet_100.nav_in1k,93.020,6.980,98.190,1.810,4.80,224,0.875,bicubic
repvgg_b1g4.rvgg_in1k,93.000,7.000,98.430,1.570,39.97,224,0.875,bilinear
cs3darknet_focus_m.c2ns_in1k,92.970,7.030,98.390,1.610,9.30,288,0.950,bicubic
hardcorenas_f.miil_green_in1k,92.970,7.030,98.160,1.840,8.20,224,0.875,bilinear
convnextv2_atto.fcmae_ft_in1k,92.970,7.030,98.060,1.940,3.71,288,0.950,bicubic
seresnext26ts.ch_in1k,92.960,7.040,98.410,1.590,10.39,288,1.000,bicubic
poolformerv2_s12.sail_in1k,92.960,7.040,98.360,1.640,11.89,224,1.000,bicubic
legacy_seresnet50.in1k,92.960,7.040,98.180,1.820,28.09,224,0.875,bilinear
tf_efficientnet_em.in1k,92.920,7.080,98.210,1.790,6.90,240,0.882,bicubic
crossvit_9_dagger_240.in1k,92.900,7.100,98.240,1.760,8.78,240,0.875,bicubic
inception_v3.tf_adv_in1k,92.900,7.100,98.140,1.860,23.83,299,0.875,bicubic
res2next50.in1k,92.840,7.160,98.180,1.820,24.67,224,0.875,bilinear
tf_efficientnet_cc_b0_8e.in1k,92.840,7.160,98.180,1.820,24.01,224,0.875,bicubic
gmixer_24_224.ra3_in1k,92.830,7.170,97.880,2.120,24.72,224,0.875,bicubic
resmlp_12_224.fb_distilled_in1k,92.820,7.180,98.140,1.860,15.35,224,0.875,bicubic
resnet101.tv_in1k,92.810,7.190,98.250,1.750,44.55,224,0.875,bilinear
dpn68b.mx_in1k,92.790,7.210,98.150,1.850,12.61,224,0.875,bicubic
convnext_atto.d2_in1k,92.790,7.210,98.080,1.920,3.70,288,0.950,bicubic
efficientnet_b1_pruned.in1k,92.780,7.220,98.040,1.960,6.33,240,0.882,bicubic
res2net50_14w_8s.in1k,92.770,7.230,98.170,1.830,25.06,224,0.875,bilinear
resnext50_32x4d.tv_in1k,92.750,7.250,98.270,1.730,25.03,224,0.875,bilinear
inception_v3.tv_in1k,92.750,7.250,97.970,2.030,23.83,299,0.875,bicubic
densenet201.tv_in1k,92.740,7.260,98.230,1.770,20.01,224,0.875,bicubic
resnet50.a3_in1k,92.720,7.280,98.170,1.830,25.56,224,0.950,bicubic
resnet34.a2_in1k,92.720,7.280,98.010,1.990,21.80,288,1.000,bicubic
efficientnet_b0.ra_in1k,92.690,7.310,98.070,1.930,5.29,224,0.875,bicubic
tf_efficientnet_lite2.in1k,92.660,7.340,98.230,1.770,6.09,260,0.890,bicubic
legacy_seresnext26_32x4d.in1k,92.640,7.360,98.120,1.880,16.79,224,0.875,bicubic
densenetblur121d.ra_in1k,92.620,7.380,98.260,1.740,8.00,288,0.950,bicubic
tf_efficientnet_lite1.in1k,92.620,7.380,98.060,1.940,5.42,240,0.882,bicubic
poolformer_s12.sail_in1k,92.610,7.390,98.180,1.820,11.92,224,0.900,bicubic
tf_efficientnet_cc_b0_4e.in1k,92.590,7.410,98.080,1.920,13.31,224,0.875,bicubic
hardcorenas_e.miil_green_in1k,92.580,7.420,98.100,1.900,8.07,224,0.875,bilinear
regnetx_008.tv2_in1k,92.550,7.450,98.180,1.820,7.26,224,0.965,bicubic
res2net50_48w_2s.in1k,92.550,7.450,98.080,1.920,25.29,224,0.875,bilinear
resnet50.gluon_in1k,92.540,7.460,98.170,1.830,25.56,224,0.875,bicubic
densenet121.ra_in1k,92.520,7.480,98.220,1.780,7.98,288,0.950,bicubic
resnet26d.bt_in1k,92.520,7.480,98.210,1.790,16.01,288,0.950,bicubic
xcit_tiny_12_p16_224.fb_in1k,92.510,7.490,98.240,1.760,6.72,224,1.000,bicubic
res2net50_26w_4s.in1k,92.490,7.510,98.030,1.970,25.70,224,0.875,bilinear
densenet161.tv_in1k,92.480,7.520,98.300,1.700,28.68,224,0.875,bicubic
tinynet_a.in1k,92.440,7.560,98.080,1.920,6.19,192,0.875,bicubic
hardcorenas_d.miil_green_in1k,92.410,7.590,98.070,1.930,7.50,224,0.875,bilinear
mixnet_m.ft_in1k,92.410,7.590,97.870,2.130,5.01,224,0.875,bicubic
convmixer_1024_20_ks9_p14.in1k,92.400,7.600,98.270,1.730,24.38,224,0.960,bicubic
resnet34.bt_in1k,92.400,7.600,98.150,1.850,21.80,288,0.950,bicubic
mobilenetv2_120d.ra_in1k,92.400,7.600,98.060,1.940,5.83,224,0.875,bicubic
skresnet34.ra_in1k,92.380,7.620,98.150,1.850,22.28,224,0.875,bicubic
hrnet_w18.ms_in1k,92.320,7.680,98.270,1.730,21.30,224,0.875,bilinear
tf_mixnet_m.in1k,92.300,7.700,97.890,2.110,5.01,224,0.875,bicubic
SelecSls42b.in1k,92.290,7.710,98.110,1.890,32.46,224,0.875,bicubic
mobilenetv3_large_100.miil_in21k_ft_in1k,92.260,7.740,97.630,2.370,5.48,224,0.875,bilinear
tf_efficientnet_b0.aa_in1k,92.250,7.750,98.000,2.000,5.29,224,0.875,bicubic
resmlp_12_224.fb_in1k,92.220,7.780,98.150,1.850,15.35,224,0.875,bicubic
dla60.in1k,92.200,7.800,98.110,1.890,22.04,224,0.875,bilinear
tf_efficientnet_b0.ap_in1k,92.200,7.800,98.020,1.980,5.29,224,0.875,bicubic
regnetx_016.pycls_in1k,92.180,7.820,98.200,1.800,9.19,224,0.875,bicubic
gernet_s.idstcv_in1k,92.130,7.870,98.190,1.810,8.17,224,0.875,bilinear
resnext26ts.ra2_in1k,92.130,7.870,98.030,1.970,10.30,288,1.000,bicubic
xcit_nano_12_p8_224.fb_dist_in1k,92.090,7.910,98.160,1.840,3.05,224,1.000,bicubic
seresnet50.a3_in1k,92.070,7.930,98.040,1.960,28.09,224,0.950,bicubic
tf_efficientnet_b0.in1k,92.070,7.930,97.920,2.080,5.29,224,0.875,bicubic
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,92.040,7.960,98.290,1.710,6.36,384,1.000,bicubic
vit_small_patch32_224.augreg_in21k_ft_in1k,92.040,7.960,98.230,1.770,22.88,224,0.900,bicubic
hardcorenas_c.miil_green_in1k,92.020,7.980,97.840,2.160,5.52,224,0.875,bilinear
resnet26.bt_in1k,91.990,8.010,98.220,1.780,16.00,288,0.950,bicubic
dpn68.mx_in1k,91.990,8.010,98.020,1.980,12.61,224,0.875,bicubic
efficientformerv2_s0.snap_dist_in1k,91.970,8.030,97.890,2.110,3.60,224,0.950,bicubic
tf_efficientnet_es.in1k,91.970,8.030,97.880,2.120,5.44,224,0.875,bicubic
levit_128s.fb_dist_in1k,91.960,8.040,98.060,1.940,7.78,224,0.900,bicubic
levit_conv_128s.fb_dist_in1k,91.960,8.040,98.060,1.940,7.78,224,0.900,bicubic
repvgg_a2.rvgg_in1k,91.940,8.060,98.140,1.860,28.21,224,0.875,bilinear
densenet169.tv_in1k,91.940,8.060,98.100,1.900,14.15,224,0.875,bicubic
mixer_b16_224.goog_in21k_ft_in1k,91.880,8.120,97.260,2.740,59.88,224,0.875,bicubic
resnet50.tv_in1k,91.870,8.130,98.040,1.960,25.56,224,0.875,bilinear
mobilenetv2_140.ra_in1k,91.840,8.160,97.860,2.140,6.11,224,0.875,bicubic
xcit_nano_12_p16_384.fb_dist_in1k,91.830,8.170,98.020,1.980,3.05,384,1.000,bicubic
mixnet_s.ft_in1k,91.830,8.170,97.690,2.310,4.13,224,0.875,bicubic
vit_tiny_patch16_224.augreg_in21k_ft_in1k,91.760,8.240,98.040,1.960,5.72,224,0.900,bicubic
mobilevitv2_075.cvnets_in1k,91.760,8.240,97.860,2.140,2.87,256,0.888,bicubic
hardcorenas_b.miil_green_in1k,91.760,8.240,97.770,2.230,5.18,224,0.875,bilinear
regnety_008.pycls_in1k,91.730,8.270,98.180,1.820,6.26,224,0.875,bicubic
resnest14d.gluon_in1k,91.720,8.280,97.870,2.130,10.61,224,0.875,bilinear
edgenext_x_small.in1k,91.710,8.290,97.600,2.400,2.34,288,1.000,bicubic
regnety_004.tv2_in1k,91.580,8.420,97.890,2.110,4.34,224,0.965,bicubic
tf_mixnet_s.in1k,91.520,8.480,97.620,2.380,4.13,224,0.875,bicubic
repvgg_b0.rvgg_in1k,91.400,8.600,98.000,2.000,15.82,224,0.875,bilinear
regnety_006.pycls_in1k,91.390,8.610,97.700,2.300,6.06,224,0.875,bicubic
hardcorenas_a.miil_green_in1k,91.350,8.650,97.850,2.150,5.26,224,0.875,bilinear
mobilenetv3_large_100.ra_in1k,91.350,8.650,97.710,2.290,5.48,224,0.875,bicubic
semnasnet_100.rmsp_in1k,91.310,8.690,97.560,2.440,3.89,224,0.875,bicubic
tf_mobilenetv3_large_100.in1k,91.240,8.760,97.660,2.340,5.48,224,0.875,bilinear
mobilenetv3_rw.rmsp_in1k,91.210,8.790,97.660,2.340,5.48,224,0.875,bicubic
hrnet_w18_small_v2.ms_in1k,91.200,8.800,97.900,2.100,15.60,224,0.875,bilinear
vit_base_patch32_224.augreg_in1k,91.190,8.810,97.390,2.610,88.22,224,0.900,bicubic
efficientnet_es_pruned.in1k,91.170,8.830,97.740,2.260,5.44,224,0.875,bicubic
efficientnet_lite0.ra_in1k,91.120,8.880,97.630,2.370,4.65,224,0.875,bicubic
regnetx_008.pycls_in1k,91.050,8.950,97.720,2.280,7.26,224,0.875,bicubic
tf_efficientnet_lite0.in1k,91.050,8.950,97.580,2.420,4.65,224,0.875,bicubic
xcit_nano_12_p8_224.fb_in1k,91.010,8.990,97.780,2.220,3.05,224,1.000,bicubic
resnet34.gluon_in1k,90.970,9.030,97.630,2.370,21.80,224,0.875,bicubic
mobilenetv2_110d.ra_in1k,90.970,9.030,97.540,2.460,4.52,224,0.875,bicubic
tinynet_b.in1k,90.920,9.080,97.660,2.340,3.73,188,0.875,bicubic
legacy_seresnet34.in1k,90.900,9.100,97.580,2.420,21.96,224,0.875,bilinear
densenet121.tv_in1k,90.890,9.110,97.710,2.290,7.98,224,0.875,bicubic
mobilevit_xs.cvnets_in1k,90.800,9.200,97.930,2.070,2.32,256,0.900,bicubic
pit_ti_distilled_224.in1k,90.770,9.230,97.610,2.390,5.10,224,0.900,bicubic
dla34.in1k,90.760,9.240,97.650,2.350,15.74,224,0.875,bilinear
fbnetc_100.rmsp_in1k,90.730,9.270,97.210,2.790,5.57,224,0.875,bilinear
deit_tiny_distilled_patch16_224.fb_in1k,90.710,9.290,97.560,2.440,5.91,224,0.900,bicubic
resnet18.fb_swsl_ig1b_ft_in1k,90.700,9.300,97.700,2.300,11.69,224,0.875,bilinear
convit_tiny.fb_in1k,90.660,9.340,97.730,2.270,5.71,224,0.875,bicubic
crossvit_9_240.in1k,90.640,9.360,97.730,2.270,8.55,240,0.875,bicubic
regnetx_004_tv.tv2_in1k,90.640,9.360,97.590,2.410,5.50,224,0.965,bicubic
mnasnet_100.rmsp_in1k,90.500,9.500,97.470,2.530,4.38,224,0.875,bicubic
regnety_004.pycls_in1k,90.490,9.510,97.530,2.470,4.34,224,0.875,bicubic
regnetx_006.pycls_in1k,90.350,9.650,97.430,2.570,6.20,224,0.875,bicubic
spnasnet_100.rmsp_in1k,90.330,9.670,97.190,2.810,4.42,224,0.875,bilinear
resnet18d.ra2_in1k,90.280,9.720,97.560,2.440,11.71,288,0.950,bicubic
crossvit_tiny_240.in1k,90.230,9.770,97.590,2.410,7.01,240,0.875,bicubic
resnet18.fb_ssl_yfcc100m_ft_in1k,90.210,9.790,97.540,2.460,11.69,224,0.875,bilinear
semnasnet_075.rmsp_in1k,90.090,9.910,97.440,2.560,2.91,224,0.875,bicubic
vgg16_bn.tv_in1k,90.090,9.910,97.370,2.630,138.37,224,0.875,bilinear
vgg19_bn.tv_in1k,90.080,9.920,97.580,2.420,143.68,224,0.875,bilinear
ghostnet_100.in1k,90.030,9.970,97.370,2.630,5.18,224,0.875,bilinear
resnet34.tv_in1k,89.950,10.050,97.340,2.660,21.80,224,0.875,bilinear
pit_ti_224.in1k,89.940,10.060,97.450,2.550,4.85,224,0.900,bicubic
resnet34.a3_in1k,89.940,10.060,97.180,2.820,21.80,224,0.950,bicubic
vit_base_patch32_224.sam_in1k,89.740,10.260,97.000,3.000,88.22,224,0.900,bicubic
xcit_nano_12_p16_224.fb_dist_in1k,89.710,10.290,97.100,2.900,3.05,224,1.000,bicubic
resnet18.a1_in1k,89.680,10.320,97.100,2.900,11.69,288,1.000,bicubic
skresnet18.ra_in1k,89.660,10.340,97.230,2.770,11.96,224,0.875,bicubic
tf_mobilenetv3_large_075.in1k,89.660,10.340,97.190,2.810,3.99,224,0.875,bilinear
deit_tiny_patch16_224.fb_in1k,89.650,10.350,97.460,2.540,5.72,224,0.900,bicubic
mobilenetv2_100.ra_in1k,89.580,10.420,97.140,2.860,3.50,224,0.875,bicubic
resnet18.a2_in1k,89.570,10.430,96.960,3.040,11.69,288,1.000,bicubic
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,89.180,10.820,97.220,2.780,6.34,224,0.900,bicubic
hrnet_w18_small.ms_in1k,89.050,10.950,97.120,2.880,13.19,224,0.875,bilinear
vgg19.tv_in1k,89.050,10.950,96.870,3.130,143.67,224,0.875,bilinear
resnet14t.c3_in1k,89.000,11.000,96.730,3.270,10.08,224,0.950,bicubic
tf_mobilenetv3_large_minimal_100.in1k,88.950,11.050,96.860,3.140,3.92,224,0.875,bilinear
regnetx_004.pycls_in1k,88.890,11.110,97.110,2.890,5.16,224,0.875,bicubic
legacy_seresnet18.in1k,88.890,11.110,96.980,3.020,11.78,224,0.875,bicubic
edgenext_xx_small.in1k,88.890,11.110,96.700,3.300,1.33,288,1.000,bicubic
pvt_v2_b0.in1k,88.780,11.220,96.860,3.140,3.67,224,0.900,bicubic
vgg13_bn.tv_in1k,88.750,11.250,96.980,3.020,133.05,224,0.875,bilinear
lcnet_100.ra2_in1k,88.750,11.250,96.720,3.280,2.95,224,0.875,bicubic
xcit_nano_12_p16_224.fb_in1k,88.620,11.380,96.790,3.210,3.05,224,1.000,bicubic
vgg16.tv_in1k,88.560,11.440,96.800,3.200,138.36,224,0.875,bilinear
resnet18.gluon_in1k,88.370,11.630,96.670,3.330,11.69,224,0.875,bicubic
mobilevitv2_050.cvnets_in1k,88.190,11.810,96.990,3.010,1.37,256,0.888,bicubic
tinynet_c.in1k,87.790,12.210,96.370,3.630,2.46,184,0.875,bicubic
vgg11_bn.tv_in1k,87.500,12.500,96.820,3.180,132.87,224,0.875,bilinear
resnet18.tv_in1k,87.380,12.620,96.290,3.710,11.69,224,0.875,bilinear
regnety_002.pycls_in1k,87.370,12.630,96.610,3.390,3.16,224,0.875,bicubic
mobilevit_xxs.cvnets_in1k,87.150,12.850,96.100,3.900,1.27,256,0.900,bicubic
mixer_l16_224.goog_in21k_ft_in1k,87.150,12.850,93.520,6.480,208.20,224,0.875,bicubic
vgg13.tv_in1k,87.040,12.960,96.330,3.670,133.05,224,0.875,bilinear
vgg11.tv_in1k,86.580,13.420,96.280,3.720,132.86,224,0.875,bilinear
resnet18.a3_in1k,86.450,13.550,95.880,4.120,11.69,224,0.950,bicubic
dla60x_c.in1k,86.280,13.720,96.160,3.840,1.32,224,0.875,bilinear
resnet10t.c3_in1k,86.220,13.780,95.740,4.260,5.44,224,0.950,bicubic
regnetx_002.pycls_in1k,86.140,13.860,95.960,4.040,2.68,224,0.875,bicubic
lcnet_075.ra2_in1k,85.970,14.030,95.680,4.320,2.36,224,0.875,bicubic
mobilenetv3_small_100.lamb_in1k,85.220,14.780,95.650,4.350,2.54,224,0.875,bicubic
tf_mobilenetv3_small_100.in1k,85.190,14.810,95.770,4.230,2.54,224,0.875,bilinear
tinynet_d.in1k,84.720,15.280,95.170,4.830,2.34,152,0.875,bicubic
mnasnet_small.lamb_in1k,84.420,15.580,95.190,4.810,2.03,224,0.875,bicubic
dla46x_c.in1k,84.200,15.800,95.270,4.730,1.07,224,0.875,bilinear
mobilenetv2_050.lamb_in1k,83.900,16.100,94.730,5.270,1.97,224,0.875,bicubic
dla46_c.in1k,83.610,16.390,94.950,5.050,1.30,224,0.875,bilinear
tf_mobilenetv3_small_075.in1k,83.500,16.500,94.840,5.160,2.04,224,0.875,bilinear
mobilenetv3_small_075.lamb_in1k,83.030,16.970,94.100,5.900,2.04,224,0.875,bicubic
lcnet_050.ra2_in1k,81.780,18.220,93.740,6.260,1.88,224,0.875,bicubic
tf_mobilenetv3_small_minimal_100.in1k,81.400,18.600,93.680,6.320,2.04,224,0.875,bilinear
tinynet_e.in1k,78.920,21.080,92.540,7.460,2.04,106,0.875,bicubic
mobilenetv3_small_050.lamb_in1k,77.020,22.980,91.300,8.700,1.59,224,0.875,bicubic