results/results-imagenetv2-matched-frequency.csv

model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva_giant_patch14_336.clip_ft_in1k,82.200,17.800,96.290,3.710,"1,013.01",336,1.000,bicubic,-7.266,-2.536,+6
eva02_large_patch14_448.mim_in22k_ft_in1k,82.130,17.870,96.260,3.740,305.08,448,1.000,bicubic,-7.494,-2.690,+2
eva02_large_patch14_448.mim_m38m_ft_in1k,82.130,17.870,96.160,3.840,305.08,448,1.000,bicubic,-7.440,-2.762,+2
eva_giant_patch14_560.m30m_ft_in22k_in1k,82.040,17.960,96.440,3.560,"1,014.45",560,1.000,bicubic,-7.746,-2.552,-1
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,81.900,18.100,96.150,3.850,305.08,448,1.000,bicubic,-8.066,-2.862,-3
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,81.890,18.110,96.370,3.630,305.08,448,1.000,bicubic,-8.162,-2.678,-5
eva_giant_patch14_336.m30m_ft_in22k_in1k,81.820,18.180,96.290,3.710,"1,013.01",336,1.000,bicubic,-7.746,-2.662,-1
eva_giant_patch14_224.clip_ft_in1k,81.750,18.250,96.080,3.920,"1,012.56",224,0.900,bicubic,-7.130,-2.600,+1
eva_large_patch14_336.in22k_ft_in1k,81.190,18.810,95.880,4.120,304.53,336,1.000,bicubic,-7.480,-2.842,+4
eva_large_patch14_336.in22k_ft_in22k_in1k,80.930,19.070,96.010,3.990,304.53,336,1.000,bicubic,-8.278,-2.844,-2
vit_large_patch14_clip_336.openai_ft_in12k_in1k,80.530,19.470,95.500,4.500,304.53,336,1.000,bicubic,-7.738,-3.026,+13
regnety_1280.swag_ft_in1k,80.480,19.520,96.180,3.820,644.81,384,1.000,bicubic,-7.750,-2.506,+16
tf_efficientnet_l2.ns_jft_in1k_475,80.470,19.530,95.730,4.270,480.31,475,0.936,bicubic,-7.764,-2.816,+14
convnext_xxlarge.clip_laion2b_soup_ft_in1k,80.450,19.550,95.780,4.220,846.47,256,1.000,bicubic,-8.154,-2.928,0
beitv2_large_patch16_224.in1k_ft_in22k_in1k,80.270,19.730,95.150,4.850,304.43,224,0.950,bicubic,-8.124,-3.448,+5
tf_efficientnet_l2.ns_jft_in1k,80.250,19.750,95.860,4.140,480.31,800,0.960,bicubic,-8.102,-2.788,+5
eva_large_patch14_196.in22k_ft_in22k_in1k,80.180,19.820,95.380,4.620,304.14,196,1.000,bicubic,-8.396,-3.278,0
eva_large_patch14_196.in22k_ft_in1k,80.160,19.840,95.460,4.540,304.14,196,1.000,bicubic,-7.774,-3.038,+19
maxvit_base_tf_512.in21k_ft_in1k,80.150,19.850,95.480,4.520,119.88,512,1.000,bicubic,-8.068,-3.048,+11
maxvit_xlarge_tf_512.in21k_ft_in1k,80.100,19.900,95.480,4.520,475.77,512,1.000,bicubic,-8.438,-3.164,-2
convnextv2_huge.fcmae_ft_in22k_in1k_512,79.990,20.010,95.900,4.100,660.29,512,1.000,bicubic,-8.868,-2.848,-11
maxvit_large_tf_512.in21k_ft_in1k,79.970,20.030,95.160,4.840,212.33,512,1.000,bicubic,-8.256,-3.438,+7
beit_large_patch16_512.in22k_ft_in22k_in1k,79.950,20.050,95.350,4.650,305.67,512,1.000,bicubic,-8.646,-3.306,-8
convnextv2_huge.fcmae_ft_in22k_in1k_384,79.940,20.060,95.690,4.310,660.29,384,1.000,bicubic,-8.730,-3.048,-12
maxvit_xlarge_tf_384.in21k_ft_in1k,79.710,20.290,95.160,4.840,475.32,384,1.000,bicubic,-8.604,-3.384,-3
vit_large_patch14_clip_224.openai_ft_in1k,79.620,20.380,95.000,5.000,304.20,224,1.000,bicubic,-8.232,-3.426,+15
maxvit_large_tf_384.in21k_ft_in1k,79.580,20.420,95.070,4.930,212.03,384,1.000,bicubic,-8.406,-3.498,+8
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,79.520,20.480,95.200,4.800,87.12,448,1.000,bicubic,-9.172,-3.524,-17
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,79.520,20.480,95.000,5.000,632.46,336,1.000,bicubic,-9.072,-3.662,-13
beit_large_patch16_384.in22k_ft_in22k_in1k,79.500,20.500,95.180,4.820,305.00,384,1.000,bicubic,-8.902,-3.428,-11
vit_large_patch14_clip_224.openai_ft_in12k_in1k,79.400,20.600,95.070,4.930,304.20,224,1.000,bicubic,-8.776,-3.474,+2
vit_huge_patch14_clip_224.laion2b_ft_in1k,79.370,20.630,94.920,5.080,632.05,224,1.000,bicubic,-8.218,-3.298,+16
maxvit_base_tf_384.in21k_ft_in1k,79.340,20.660,95.080,4.920,119.65,384,1.000,bicubic,-8.582,-3.464,+5
vit_large_patch14_clip_336.laion2b_ft_in1k,79.240,20.760,95.000,5.000,304.53,336,1.000,bicubic,-8.616,-3.368,+6
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,79.200,20.800,95.120,4.880,632.05,224,1.000,bicubic,-9.056,-3.432,-10
deit3_huge_patch14_224.fb_in22k_ft_in1k,79.190,20.810,94.870,5.130,632.13,224,1.000,bicubic,-7.996,-3.390,+26
eva02_base_patch14_448.mim_in22k_ft_in1k,79.150,20.850,95.110,4.890,87.12,448,1.000,bicubic,-9.100,-3.454,-11
deit3_large_patch16_384.fb_in22k_ft_in1k,79.080,20.920,94.870,5.130,304.76,384,1.000,bicubic,-8.640,-3.642,+7
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,79.040,20.960,95.010,4.990,200.13,384,1.000,bicubic,-9.266,-3.572,-17
caformer_b36.sail_in22k_ft_in1k_384,79.040,20.960,94.920,5.080,98.75,384,1.000,bicubic,-9.018,-3.662,-5
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,78.980,21.020,94.890,5.110,304.53,336,1.000,bicubic,-9.198,-3.680,-9
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,78.900,21.100,94.580,5.420,116.14,384,1.000,bicubic,-8.928,-3.792,+1
beit_large_patch16_224.in22k_ft_in22k_in1k,78.830,21.170,94.610,5.390,304.43,224,0.900,bicubic,-8.648,-3.694,+7
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,78.750,21.250,94.950,5.050,200.13,384,1.000,bicubic,-9.098,-3.496,-2
beitv2_large_patch16_224.in1k_ft_in1k,78.730,21.270,94.230,5.770,304.43,224,0.950,bicubic,-8.682,-4.004,+11
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,78.650,21.350,94.660,5.340,200.13,320,1.000,bicubic,-9.308,-3.816,-10
deit3_large_patch16_224.fb_in22k_ft_in1k,78.630,21.370,94.720,5.280,304.37,224,1.000,bicubic,-8.352,-3.516,+25
convnextv2_large.fcmae_ft_in22k_in1k_384,78.570,21.430,94.840,5.160,197.96,384,1.000,bicubic,-9.628,-3.688,-17
tf_efficientnet_b7.ns_jft_in1k,78.530,21.470,94.370,5.630,66.35,600,0.949,bicubic,-8.310,-3.724,+29
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,78.490,21.510,94.660,5.340,304.20,224,1.000,bicubic,-9.402,-3.750,-11
vit_large_patch14_clip_224.laion2b_ft_in1k,78.450,21.550,94.580,5.420,304.20,224,1.000,bicubic,-8.832,-3.666,+9
regnety_320.swag_ft_in1k,78.380,21.620,95.210,4.790,145.05,384,1.000,bicubic,-8.456,-3.152,+27
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,78.240,21.760,94.350,5.650,73.88,384,1.000,bicubic,-9.142,-3.962,+4
caformer_m36.sail_in22k_ft_in1k_384,78.170,21.830,94.180,5.820,56.20,384,1.000,bicubic,-9.280,-4.128,0
caformer_b36.sail_in22k_ft_in1k,78.110,21.890,94.400,5.600,98.75,224,1.000,bicubic,-9.312,-3.926,0
convnextv2_huge.fcmae_ft_in1k,78.060,21.940,94.060,5.940,660.29,288,1.000,bicubic,-8.520,-3.912,+35
convformer_b36.sail_in22k_ft_in1k_384,78.040,21.960,94.170,5.830,99.88,384,1.000,bicubic,-9.562,-4.264,-10
convnext_xlarge.fb_in22k_ft_in1k_384,77.990,22.010,94.480,5.520,350.20,384,1.000,bicubic,-9.762,-4.076,-14
volo_d5_512.sail_in1k,77.970,22.030,94.160,5.840,296.09,512,1.150,bicubic,-9.088,-3.810,+8
vit_large_patch16_384.augreg_in21k_ft_in1k,77.940,22.060,94.450,5.550,304.72,384,1.000,bicubic,-9.144,-3.852,+5
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,77.940,22.060,94.390,5.610,200.13,256,1.000,bicubic,-9.394,-3.828,-2
convnextv2_large.fcmae_ft_in22k_in1k,77.900,22.100,94.390,5.610,197.96,288,1.000,bicubic,-9.584,-3.966,-13
deit3_base_patch16_384.fb_in22k_ft_in1k,77.860,22.140,94.030,5.970,86.88,384,1.000,bicubic,-8.878,-4.084,+22
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,77.780,22.220,94.160,5.840,86.86,384,1.000,bicubic,-9.428,-3.874,-3
volo_d5_448.sail_in1k,77.750,22.250,94.050,5.950,295.91,448,1.150,bicubic,-9.202,-3.888,+9
volo_d4_448.sail_in1k,77.740,22.260,93.940,6.060,193.41,448,1.150,bicubic,-9.052,-3.944,+17
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,77.710,22.290,94.330,5.670,116.09,384,1.000,bicubic,-9.754,-4.044,-15
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,77.680,22.320,94.070,5.930,116.14,224,0.950,bicubic,-9.214,-3.944,+7
tf_efficientnetv2_xl.in21k_ft_in1k,77.630,22.370,93.950,6.050,208.12,512,1.000,bicubic,-9.118,-4.064,+15
tf_efficientnetv2_l.in21k_ft_in1k,77.580,22.420,94.280,5.720,118.52,480,1.000,bicubic,-9.222,-3.856,+10
caformer_s36.sail_in22k_ft_in1k_384,77.540,22.460,94.070,5.930,39.30,384,1.000,bicubic,-9.316,-4.142,+6
convnextv2_base.fcmae_ft_in22k_in1k_384,77.490,22.510,94.410,5.590,88.72,384,1.000,bicubic,-10.154,-4.006,-27
caformer_b36.sail_in1k_384,77.490,22.510,93.530,6.470,98.75,384,1.000,bicubic,-8.918,-4.284,+30
convnext_base.clip_laiona_augreg_ft_in1k_384,77.480,22.520,93.960,6.040,88.59,384,1.000,bicubic,-9.022,-4.008,+21
maxvit_base_tf_512.in1k,77.440,22.560,93.980,6.020,119.88,512,1.000,bicubic,-9.162,-3.938,+14
caformer_m36.sail_in22k_ft_in1k,77.430,22.570,93.590,6.410,56.20,224,1.000,bicubic,-9.164,-4.434,+14
convnext_large.fb_in22k_ft_in1k_384,77.420,22.580,94.200,5.800,197.77,384,1.000,bicubic,-10.052,-4.186,-26
regnety_1280.swag_lc_in1k,77.380,22.620,94.500,5.500,644.81,224,0.965,bicubic,-8.602,-3.350,+54
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,77.340,22.660,93.910,6.090,196.74,384,1.000,bicubic,-10.124,-4.340,-26
vit_base_patch16_clip_384.laion2b_ft_in1k,77.320,22.680,93.860,6.140,86.86,384,1.000,bicubic,-9.300,-4.148,+8
maxvit_large_tf_512.in1k,77.310,22.690,93.800,6.200,212.33,512,1.000,bicubic,-9.216,-4.080,+12
convnextv2_base.fcmae_ft_in22k_in1k,77.290,22.710,94.110,5.890,88.72,288,1.000,bicubic,-9.708,-4.058,-11
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,77.290,22.710,94.050,5.950,93.59,320,1.000,bicubic,-9.434,-4.126,+3
tf_efficientnet_b6.ns_jft_in1k,77.290,22.710,93.890,6.110,43.04,528,0.942,bicubic,-9.166,-3.994,+16
convformer_b36.sail_in22k_ft_in1k,77.270,22.730,93.970,6.030,99.88,224,1.000,bicubic,-9.728,-4.202,-15
regnety_160.swag_ft_in1k,77.240,22.760,94.620,5.380,83.59,384,1.000,bicubic,-8.770,-3.434,+40
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,77.240,22.760,94.250,5.750,87.92,384,1.000,bicubic,-9.856,-3.984,-22
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,77.180,22.820,94.170,5.830,88.59,384,1.000,bicubic,-9.954,-4.052,-25
caformer_m36.sail_in1k_384,77.160,22.840,93.630,6.370,56.20,384,1.000,bicubic,-9.006,-4.190,+27
maxvit_large_tf_384.in1k,77.130,22.870,93.460,6.540,212.03,384,1.000,bicubic,-9.098,-4.230,+20
beitv2_base_patch16_224.in1k_ft_in22k_in1k,77.120,22.880,94.020,5.980,86.53,224,0.900,bicubic,-9.354,-4.032,+8
volo_d3_448.sail_in1k,77.090,22.910,94.110,5.890,86.63,448,1.000,bicubic,-9.410,-3.600,+4
swin_large_patch4_window12_384.ms_in22k_ft_in1k,77.070,22.930,93.760,6.240,196.74,384,1.000,bicubic,-10.062,-4.474,-29
vit_large_r50_s32_384.augreg_in21k_ft_in1k,77.070,22.930,93.710,6.290,329.09,384,1.000,bicubic,-9.112,-4.212,+20
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,77.000,23.000,93.320,6.680,73.88,224,0.950,bicubic,-9.504,-4.574,-1
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,76.970,23.030,93.520,6.480,196.74,256,0.900,bicubic,-9.982,-4.586,-23
vit_base_patch16_clip_384.openai_ft_in1k,76.960,23.040,93.750,6.250,86.86,384,1.000,bicubic,-9.244,-4.124,+14
convformer_m36.sail_in22k_ft_in1k_384,76.960,23.040,93.690,6.310,57.05,384,1.000,bicubic,-9.932,-4.426,-21
beit_base_patch16_384.in22k_ft_in22k_in1k,76.930,23.070,93.910,6.090,86.74,384,1.000,bicubic,-9.870,-4.226,-18
seresnextaa101d_32x8d.sw_in12k_ft_in1k,76.900,23.100,93.850,6.150,93.59,288,1.000,bicubic,-9.584,-4.180,-2
tf_efficientnetv2_m.in21k_ft_in1k,76.890,23.110,93.650,6.350,54.14,480,1.000,bicubic,-9.110,-4.296,+26
vit_base_patch16_clip_384.openai_ft_in12k_in1k,76.870,23.130,93.780,6.220,86.86,384,0.950,bicubic,-10.154,-4.400,-34
cait_m48_448.fb_dist_in1k,76.870,23.130,93.380,6.620,356.46,448,1.000,bicubic,-9.622,-4.372,-5
tf_efficientnet_b5.ns_jft_in1k,76.830,23.170,93.580,6.420,30.39,456,0.934,bicubic,-9.258,-4.174,+17
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,76.810,23.190,93.210,6.790,468.53,224,0.875,bilinear,-8.288,-4.228,+89
maxvit_base_tf_384.in1k,76.790,23.210,93.440,6.560,119.65,384,1.000,bicubic,-9.512,-4.358,+1
convnext_large.fb_in22k_ft_in1k,76.750,23.250,93.710,6.290,197.77,288,1.000,bicubic,-10.276,-4.494,-39
deit3_large_patch16_384.fb_in1k,76.690,23.310,93.350,6.650,304.76,384,1.000,bicubic,-9.122,-4.248,+31
convnextv2_large.fcmae_ft_in1k,76.660,23.340,93.570,6.430,197.96,288,1.000,bicubic,-9.458,-4.252,+10
convnext_base.fb_in22k_ft_in1k_384,76.650,23.350,93.700,6.300,88.59,384,1.000,bicubic,-10.146,-4.564,-28
convnext_xlarge.fb_in22k_ft_in1k,76.630,23.370,93.860,6.140,350.20,288,1.000,bicubic,-10.700,-4.468,-53
beitv2_base_patch16_224.in1k_ft_in1k,76.630,23.370,92.930,7.070,86.53,224,0.900,bicubic,-8.964,-4.576,+42
coatnet_2_rw_224.sw_in12k_ft_in1k,76.620,23.380,93.380,6.620,73.87,224,0.950,bicubic,-9.948,-4.514,-21
xcit_large_24_p8_384.fb_dist_in1k,76.620,23.380,93.090,6.910,188.93,384,1.000,bicubic,-9.376,-4.600,+15
regnety_160.sw_in12k_ft_in1k,76.610,23.390,93.560,6.440,83.59,288,1.000,bicubic,-9.376,-4.274,+16
caformer_s36.sail_in22k_ft_in1k,76.590,23.410,93.620,6.380,39.30,224,1.000,bicubic,-9.202,-4.204,+25
vit_base_patch8_224.augreg2_in21k_ft_in1k,76.590,23.410,93.340,6.660,86.58,224,0.900,bicubic,-9.628,-4.492,-6
caformer_s36.sail_in1k_384,76.550,23.450,93.450,6.550,39.30,384,1.000,bicubic,-9.190,-4.222,+28
volo_d5_224.sail_in1k,76.550,23.450,93.330,6.670,295.46,224,0.960,bicubic,-9.520,-4.246,+4
deit3_base_patch16_224.fb_in22k_ft_in1k,76.530,23.470,93.560,6.440,86.59,224,1.000,bicubic,-9.170,-4.186,+28
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,76.530,23.470,93.370,6.630,116.09,224,0.950,bicubic,-10.112,-4.650,-34
dm_nfnet_f6.dm_in1k,76.510,23.490,93.340,6.660,438.36,576,0.956,bicubic,-9.852,-4.556,-17
maxvit_small_tf_512.in1k,76.490,23.510,93.360,6.640,69.13,512,1.000,bicubic,-9.592,-4.404,-1
vit_base_patch16_384.augreg_in21k_ft_in1k,76.480,23.520,93.760,6.240,86.86,384,1.000,bicubic,-9.516,-4.242,+4
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,76.450,23.550,93.700,6.300,87.92,256,0.900,bicubic,-9.818,-4.182,-16
convformer_s36.sail_in22k_ft_in1k_384,76.370,23.630,93.530,6.470,40.01,384,1.000,bicubic,-10.008,-4.454,-24
convformer_m36.sail_in1k_384,76.370,23.630,93.100,6.900,57.05,384,1.000,bicubic,-9.210,-4.442,+28
convformer_m36.sail_in22k_ft_in1k,76.360,23.640,93.450,6.550,57.05,224,1.000,bicubic,-9.786,-4.400,-10
convnext_small.in12k_ft_in1k_384,76.340,23.660,93.420,6.580,50.22,384,1.000,bicubic,-9.842,-4.502,-16
cait_m36_384.fb_dist_in1k,76.330,23.670,93.060,6.940,271.22,384,1.000,bicubic,-9.730,-4.670,-6
swin_large_patch4_window7_224.ms_in22k_ft_in1k,76.310,23.690,93.390,6.610,196.53,224,0.900,bicubic,-10.002,-4.512,-25
vit_large_patch16_224.augreg_in21k_ft_in1k,76.300,23.700,93.610,6.390,304.33,224,0.900,bicubic,-9.534,-4.208,+5
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,76.290,23.710,93.810,6.190,88.59,256,1.000,bicubic,-10.080,-4.174,-29
swin_base_patch4_window12_384.ms_in22k_ft_in1k,76.250,23.750,93.300,6.700,87.90,384,1.000,bicubic,-10.188,-4.766,-33
cait_s36_384.fb_dist_in1k,76.220,23.780,92.960,7.040,68.37,384,1.000,bicubic,-9.234,-4.518,+27
regnety_160.lion_in12k_ft_in1k,76.200,23.800,93.670,6.330,83.59,288,1.000,bicubic,-9.786,-4.166,-6
dm_nfnet_f4.dm_in1k,76.160,23.840,93.050,6.950,316.07,512,0.951,bicubic,-9.676,-4.614,-1
xcit_medium_24_p8_384.fb_dist_in1k,76.130,23.870,92.980,7.020,84.32,384,1.000,bicubic,-9.686,-4.612,0
maxvit_small_tf_384.in1k,76.120,23.880,92.610,7.390,69.02,384,1.000,bicubic,-9.420,-4.852,+17
flexivit_large.1200ep_in1k,76.100,23.900,93.010,6.990,304.36,240,0.950,bicubic,-9.546,-4.532,+12
volo_d2_384.sail_in1k,76.090,23.910,93.130,6.870,58.87,384,1.000,bicubic,-9.952,-4.444,-17
tf_efficientnet_b8.ap_in1k,76.090,23.910,92.730,7.270,87.41,672,0.954,bicubic,-9.274,-4.562,+32
tf_efficientnet_b7.ap_in1k,76.080,23.920,92.970,7.030,66.35,600,0.949,bicubic,-9.042,-4.282,+48
convformer_b36.sail_in1k_384,76.070,23.930,92.720,7.280,99.88,384,1.000,bicubic,-9.672,-4.804,+1
maxvit_tiny_tf_512.in1k,76.060,23.940,93.160,6.840,31.05,512,1.000,bicubic,-9.604,-4.424,+5
flexivit_large.600ep_in1k,76.050,23.950,92.960,7.040,304.36,240,0.950,bicubic,-9.488,-4.528,+11
volo_d4_224.sail_in1k,76.020,23.980,92.990,7.010,192.96,224,0.960,bicubic,-9.852,-4.482,-12
tf_efficientnetv2_l.in1k,76.000,24.000,93.070,6.930,118.52,480,1.000,bicubic,-9.664,-4.404,+3
xcit_large_24_p8_224.fb_dist_in1k,75.970,24.030,92.710,7.290,188.93,224,1.000,bicubic,-9.432,-4.692,+19
vit_base_patch8_224.augreg_in21k_ft_in1k,75.960,24.040,93.370,6.630,86.58,224,0.900,bicubic,-9.838,-4.420,-10
flexivit_large.300ep_in1k,75.940,24.060,92.650,7.350,304.36,240,0.950,bicubic,-9.350,-4.750,+25
convnext_base.fb_in22k_ft_in1k,75.930,24.070,93.580,6.420,88.59,288,1.000,bicubic,-10.344,-4.512,-44
convnext_base.clip_laion2b_augreg_ft_in1k,75.840,24.160,93.210,6.790,88.59,256,1.000,bicubic,-10.318,-4.470,-36
xcit_large_24_p16_384.fb_dist_in1k,75.820,24.180,92.740,7.260,189.10,384,1.000,bicubic,-9.934,-4.798,-10
dm_nfnet_f3.dm_in1k,75.790,24.210,92.910,7.090,254.92,416,0.940,bicubic,-9.896,-4.660,-6
eva02_small_patch14_336.mim_in22k_ft_in1k,75.790,24.210,92.820,7.180,22.13,336,1.000,bicubic,-9.926,-4.812,-9
convformer_s36.sail_in1k_384,75.780,24.220,93.090,6.910,40.01,384,1.000,bicubic,-9.598,-4.386,+13
deit3_huge_patch14_224.fb_in1k,75.780,24.220,92.740,7.260,632.13,224,0.900,bicubic,-9.444,-4.620,+24
xcit_small_24_p8_384.fb_dist_in1k,75.770,24.230,92.970,7.030,47.63,384,1.000,bicubic,-9.784,-4.600,-4
caformer_b36.sail_in1k,75.730,24.270,92.690,7.310,98.75,224,1.000,bicubic,-9.776,-4.620,-1
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,75.720,24.280,92.910,7.090,194.03,224,0.875,bilinear,-8.446,-4.288,+116
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,75.710,24.290,92.770,7.230,86.57,224,0.950,bicubic,-10.464,-4.986,-47
tf_efficientnet_b4.ns_jft_in1k,75.690,24.310,93.050,6.950,19.34,380,0.922,bicubic,-9.472,-4.420,+25
caformer_s18.sail_in22k_ft_in1k_384,75.680,24.320,93.500,6.500,26.34,384,1.000,bicubic,-9.734,-4.202,+1
efficientnet_b5.sw_in12k_ft_in1k,75.680,24.320,93.040,6.960,30.39,448,1.000,bicubic,-10.212,-4.696,-31
hrnet_w48_ssld.paddle_in1k,75.670,24.330,92.830,7.170,77.47,288,1.000,bilinear,-8.808,-4.404,+76
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,75.660,24.340,92.980,7.020,39.03,384,0.950,bicubic,-9.872,-4.658,-9
volo_d1_384.sail_in1k,75.650,24.350,93.060,6.940,26.78,384,1.000,bicubic,-9.594,-4.134,+11
volo_d3_224.sail_in1k,75.620,24.380,92.980,7.020,86.33,224,0.960,bicubic,-9.794,-4.296,-3
convnextv2_base.fcmae_ft_in1k,75.620,24.380,92.850,7.150,88.72,288,1.000,bicubic,-9.854,-4.534,-9
dm_nfnet_f5.dm_in1k,75.610,24.390,92.780,7.220,377.21,544,0.954,bicubic,-10.488,-4.908,-52
caformer_m36.sail_in1k,75.610,24.390,92.400,7.600,56.20,224,1.000,bicubic,-9.622,-4.800,+10
vit_base_patch16_clip_224.openai_ft_in1k,75.580,24.420,92.960,7.040,86.57,224,0.900,bicubic,-9.712,-4.478,+2
vit_base_r50_s16_384.orig_in21k_ft_in1k,75.570,24.430,92.780,7.220,98.95,384,1.000,bicubic,-9.406,-4.510,+31
deit_base_distilled_patch16_384.fb_in1k,75.550,24.450,92.500,7.500,87.63,384,1.000,bicubic,-9.876,-4.830,-12
regnetz_e8.ra3_in1k,75.510,24.490,92.690,7.310,57.70,320,1.000,bicubic,-9.526,-4.582,+25
cait_s24_384.fb_dist_in1k,75.500,24.500,92.610,7.390,47.06,384,1.000,bicubic,-9.548,-4.736,+23
convformer_s36.sail_in22k_ft_in1k,75.480,24.520,93.190,6.810,40.01,224,1.000,bicubic,-9.934,-4.378,-12
xcit_medium_24_p8_224.fb_dist_in1k,75.470,24.530,92.890,7.110,84.32,224,1.000,bicubic,-9.604,-4.384,+18
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,75.470,24.530,92.730,7.270,88.79,224,0.875,bilinear,-8.832,-4.446,+84
vit_base_patch16_clip_224.openai_ft_in12k_in1k,75.460,24.540,92.750,7.250,86.57,224,0.950,bicubic,-10.480,-4.978,-48
regnety_2560.seer_ft_in1k,75.440,24.560,92.830,7.170,"1,282.60",384,1.000,bicubic,-9.712,-4.606,+7
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,75.420,24.580,92.710,7.290,88.34,448,1.000,bicubic,-10.358,-4.928,-40
regnety_320.swag_lc_in1k,75.400,24.600,93.680,6.320,145.05,224,0.965,bicubic,-9.146,-3.762,+48
beit_base_patch16_224.in22k_ft_in22k_in1k,75.390,24.610,93.020,6.980,86.53,224,0.900,bicubic,-9.822,-4.638,-1
tf_efficientnetv2_m.in1k,75.380,24.620,92.760,7.240,54.14,480,1.000,bicubic,-9.824,-4.604,-2
tf_efficientnet_b6.ap_in1k,75.380,24.620,92.440,7.560,43.04,528,0.942,bicubic,-9.406,-4.696,+33
vit_base_patch16_224.augreg2_in21k_ft_in1k,75.360,24.640,93.230,6.770,86.57,224,0.900,bicubic,-9.736,-4.300,+7
regnety_120.sw_in12k_ft_in1k,75.330,24.670,92.970,7.030,51.82,288,1.000,bicubic,-10.070,-4.612,-20
volo_d2_224.sail_in1k,75.310,24.690,92.520,7.480,58.68,224,0.960,bicubic,-9.892,-4.670,-4
dm_nfnet_f2.dm_in1k,75.270,24.730,92.450,7.550,193.78,352,0.920,bicubic,-9.924,-4.896,-5
mvitv2_large.fb_in1k,75.270,24.730,92.360,7.640,217.99,224,0.900,bicubic,-9.974,-4.854,-13
coat_lite_medium_384.in1k,75.270,24.730,92.230,7.770,44.57,384,1.000,bicubic,-9.608,-5.142,+21
caformer_s18.sail_in1k_384,75.210,24.790,92.700,7.300,26.34,384,1.000,bicubic,-9.816,-4.658,+8
convnext_small.fb_in22k_ft_in1k_384,75.160,24.840,93.060,6.940,50.22,384,1.000,bicubic,-10.618,-4.830,-53
efficientnetv2_rw_m.agc_in1k,75.150,24.850,92.570,7.430,53.24,416,1.000,bicubic,-9.662,-4.580,+22
ecaresnet269d.ra2_in1k,75.130,24.870,92.830,7.170,102.09,352,1.000,bicubic,-9.836,-4.392,+9
vit_base_patch16_clip_224.laion2b_ft_in1k,75.120,24.880,92.700,7.300,86.57,224,1.000,bicubic,-10.346,-4.874,-38
deit3_large_patch16_224.fb_in1k,75.120,24.880,92.280,7.720,304.37,224,0.900,bicubic,-9.656,-4.758,+22
deit3_small_patch16_384.fb_in22k_ft_in1k,75.090,24.910,92.810,7.190,22.21,384,1.000,bicubic,-9.734,-4.678,+16
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,75.090,24.910,92.580,7.420,88.30,384,1.000,bicubic,-10.276,-5.076,-29
xcit_medium_24_p16_384.fb_dist_in1k,75.090,24.910,92.440,7.560,84.40,384,1.000,bicubic,-10.332,-4.966,-38
maxvit_tiny_tf_384.in1k,75.020,24.980,92.450,7.550,30.98,384,1.000,bicubic,-10.080,-4.928,-10
convformer_b36.sail_in1k,74.980,25.020,91.600,8.400,99.88,224,1.000,bicubic,-9.838,-5.346,+13
xcit_small_24_p8_224.fb_dist_in1k,74.970,25.030,92.320,7.680,47.63,224,1.000,bicubic,-9.898,-4.870,+8
convnext_small.in12k_ft_in1k,74.960,25.040,92.520,7.480,50.22,288,1.000,bicubic,-10.370,-5.026,-32
tf_efficientnet_b8.ra_in1k,74.910,25.090,92.330,7.670,87.41,672,0.954,bicubic,-10.458,-5.064,-36
xcit_small_12_p8_384.fb_dist_in1k,74.850,25.150,92.450,7.550,26.21,384,1.000,bicubic,-10.228,-4.832,-11
eca_nfnet_l2.ra3_in1k,74.820,25.180,92.650,7.350,56.72,384,1.000,bicubic,-9.882,-4.532,+14
deit3_base_patch16_384.fb_in1k,74.790,25.210,92.240,7.760,86.88,384,1.000,bicubic,-10.282,-5.012,-11
convnext_tiny.in12k_ft_in1k_384,74.730,25.270,92.810,7.190,28.59,384,1.000,bicubic,-10.392,-4.796,-21
tf_efficientnet_b7.ra_in1k,74.730,25.270,92.220,7.780,66.35,600,0.949,bicubic,-10.202,-4.988,-4
deit3_medium_patch16_224.fb_in22k_ft_in1k,74.690,25.310,92.470,7.530,38.85,224,1.000,bicubic,-9.862,-4.718,+18
convnext_large.fb_in1k,74.650,25.350,91.970,8.030,197.77,288,1.000,bicubic,-10.196,-5.244,+1
xcit_large_24_p16_224.fb_dist_in1k,74.650,25.350,91.860,8.140,189.10,224,1.000,bicubic,-10.266,-5.270,-5
convformer_s18.sail_in1k_384,74.640,25.360,92.480,7.520,26.77,384,1.000,bicubic,-9.762,-4.632,+42
caformer_s36.sail_in1k,74.630,25.370,92.080,7.920,39.30,224,1.000,bicubic,-9.878,-4.916,+21
xcit_small_24_p16_384.fb_dist_in1k,74.590,25.410,92.460,7.540,47.67,384,1.000,bicubic,-10.500,-4.852,-23
tf_efficientnet_b5.ap_in1k,74.590,25.410,91.990,8.010,30.39,456,0.934,bicubic,-9.668,-4.984,+49
maxvit_large_tf_224.in1k,74.580,25.420,91.700,8.300,211.79,224,0.950,bicubic,-10.362,-5.270,-13
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,74.570,25.430,91.960,8.040,38.86,256,0.950,bicubic,-9.876,-4.884,+25
swin_base_patch4_window7_224.ms_in22k_ft_in1k,74.560,25.440,92.540,7.460,87.77,224,0.900,bicubic,-10.712,-5.024,-46
dm_nfnet_f1.dm_in1k,74.560,25.440,92.170,7.830,132.63,320,0.910,bicubic,-10.142,-5.096,+2
convformer_s18.sail_in22k_ft_in1k_384,74.550,25.450,92.770,7.230,26.77,384,1.000,bicubic,-10.448,-4.800,-20
maxxvit_rmlp_small_rw_256.sw_in1k,74.520,25.480,92.000,8.000,66.01,256,0.950,bicubic,-10.104,-5.068,+2
regnetz_040.ra3_in1k,74.510,25.490,91.880,8.120,27.12,320,1.000,bicubic,-9.730,-5.052,+44
seresnet152d.ra2_in1k,74.500,25.500,92.090,7.910,66.84,320,1.000,bicubic,-9.860,-4.950,+34
convnext_small.fb_in22k_ft_in1k,74.490,25.510,92.700,7.300,50.22,288,1.000,bicubic,-10.772,-4.982,-50
davit_base.msft_in1k,74.490,25.510,91.750,8.250,87.95,224,0.950,bicubic,-10.152,-5.270,-3
gcvit_base.in1k,74.480,25.520,91.770,8.230,90.32,224,0.875,bicubic,-9.966,-5.438,+17
resnest200e.in1k,74.470,25.530,91.880,8.120,70.20,320,0.909,bicubic,-9.376,-5.004,+72
regnetz_040_h.ra3_in1k,74.460,25.540,92.250,7.750,28.94,320,1.000,bicubic,-10.032,-4.508,+7
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,74.460,25.540,91.640,8.360,41.72,224,0.950,bicubic,-10.450,-5.318,-21
tf_efficientnetv2_s.in21k_ft_in1k,74.440,25.560,92.500,7.500,21.46,384,1.000,bicubic,-9.848,-4.752,+30
maxvit_rmlp_small_rw_224.sw_in1k,74.390,25.610,91.390,8.610,64.90,224,0.900,bicubic,-10.102,-5.620,+6
convformer_m36.sail_in1k,74.380,25.620,91.480,8.520,57.05,224,1.000,bicubic,-10.114,-5.386,+3
caformer_s18.sail_in22k_ft_in1k,74.370,25.630,92.500,7.500,26.34,224,1.000,bicubic,-9.706,-4.698,+46
flexivit_base.1200ep_in1k,74.350,25.650,91.800,8.200,86.59,240,0.950,bicubic,-10.328,-5.196,-13
resnetrs200.tf_in1k,74.340,25.660,91.940,8.060,93.21,320,1.000,bicubic,-10.104,-5.142,+9
seresnextaa101d_32x8d.ah_in1k,74.320,25.680,91.720,8.280,93.59,288,1.000,bicubic,-10.246,-5.356,-10
maxvit_base_tf_224.in1k,74.290,25.710,91.760,8.240,119.47,224,0.950,bicubic,-10.570,-5.228,-27
regnety_160.swag_lc_in1k,74.220,25.780,92.870,7.130,83.59,224,0.965,bicubic,-9.562,-4.410,+69
convnextv2_tiny.fcmae_ft_in22k_in1k_384,74.220,25.780,92.470,7.530,28.64,384,1.000,bicubic,-10.886,-5.158,-50
mvitv2_base.fb_in1k,74.220,25.780,91.650,8.350,51.47,224,0.900,bicubic,-10.230,-5.208,+2
convformer_s36.sail_in1k,74.210,25.790,91.230,8.770,40.01,224,1.000,bicubic,-9.850,-5.516,+40
convnext_tiny.in12k_ft_in1k,74.200,25.800,92.690,7.310,28.59,288,1.000,bicubic,-10.250,-4.650,-2
resnest269e.in1k,74.200,25.800,91.960,8.040,110.93,416,0.928,bicubic,-10.310,-5.474,-10
seresnext101d_32x8d.ah_in1k,74.180,25.820,91.850,8.150,93.59,288,1.000,bicubic,-10.178,-5.070,+13
coatnet_rmlp_2_rw_224.sw_in1k,74.180,25.820,91.300,8.700,73.88,224,0.950,bicubic,-10.426,-5.440,-20
cait_xs24_384.fb_dist_in1k,74.170,25.830,91.930,8.070,26.67,384,1.000,bicubic,-9.892,-4.954,+34
efficientnetv2_rw_s.ra2_in1k,74.160,25.840,91.710,8.290,23.94,384,1.000,bicubic,-9.648,-5.022,+59
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,74.130,25.870,91.990,8.010,44.18,224,0.875,bilinear,-9.102,-4.768,+112
vit_large_r50_s32_224.augreg_in21k_ft_in1k,74.120,25.880,92.380,7.620,328.99,224,0.900,bicubic,-10.302,-4.790,-2
vit_base_patch16_384.orig_in21k_ft_in1k,74.120,25.880,92.360,7.640,86.86,384,1.000,bicubic,-10.080,-4.860,+19
flexivit_base.600ep_in1k,74.120,25.880,91.750,8.250,86.59,240,0.950,bicubic,-10.402,-5.186,-19
flexivit_base.300ep_in1k,74.120,25.880,91.390,8.610,86.59,240,0.950,bicubic,-10.286,-5.496,+4
xcit_small_12_p16_384.fb_dist_in1k,74.110,25.890,92.090,7.910,26.25,384,1.000,bicubic,-10.602,-5.028,-37
eca_nfnet_l1.ra2_in1k,74.110,25.890,92.070,7.930,41.41,320,1.000,bicubic,-9.900,-4.956,+34
convnext_base.fb_in1k,74.110,25.890,91.710,8.290,88.59,288,1.000,bicubic,-10.318,-5.258,-6
volo_d1_224.sail_in1k,74.100,25.900,92.030,7.970,26.63,224,0.960,bicubic,-10.062,-4.746,+18
vit_base_patch32_clip_384.openai_ft_in12k_in1k,74.070,25.930,92.420,7.580,88.30,384,0.950,bicubic,-11.146,-4.986,-78
vit_base_patch16_224_miil.in21k_ft_in1k,74.040,25.960,91.700,8.300,86.54,224,0.875,bilinear,-10.226,-5.104,+4
xcit_large_24_p8_224.fb_in1k,74.040,25.960,90.890,9.110,188.93,224,1.000,bicubic,-10.354,-5.774,-3
tf_efficientnet_b7.aa_in1k,74.020,25.980,91.860,8.140,66.35,600,0.949,bicubic,-10.394,-5.046,-8
vit_base_patch16_224.augreg_in21k_ft_in1k,74.010,25.990,92.470,7.530,86.57,224,0.900,bicubic,-10.522,-4.822,-32
resnetv2_152x4_bit.goog_in21k_ft_in1k,74.010,25.990,92.340,7.660,936.53,480,1.000,bilinear,-10.906,-5.098,-56
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,73.990,26.010,92.180,7.820,194.03,224,0.875,bilinear,-9.346,-4.666,+90
swinv2_base_window16_256.ms_in1k,73.980,26.020,91.750,8.250,87.92,256,0.900,bicubic,-10.620,-5.340,-39
tf_efficientnetv2_s.in1k,73.980,26.020,91.540,8.460,21.46,384,1.000,bicubic,-9.920,-5.158,+29
regnetz_d32.ra3_in1k,73.960,26.040,91.950,8.050,27.58,320,0.950,bicubic,-10.062,-4.918,+20
seresnext101_32x8d.ah_in1k,73.960,26.040,91.450,8.550,93.57,288,1.000,bicubic,-10.226,-5.424,+5
resnetv2_152x2_bit.goog_in21k_ft_in1k,73.950,26.050,92.670,7.330,236.34,448,1.000,bilinear,-10.560,-4.322,-36
crossvit_18_dagger_408.in1k,73.930,26.070,91.410,8.590,44.61,408,1.000,bicubic,-10.268,-5.406,+2
rexnetr_300.sw_in12k_ft_in1k,73.920,26.080,92.210,7.790,34.81,288,1.000,bicubic,-10.624,-5.046,-41
xcit_small_12_p8_224.fb_dist_in1k,73.920,26.080,91.720,8.280,26.21,224,1.000,bicubic,-10.316,-5.152,-4
resnetrs420.tf_in1k,73.900,26.100,91.780,8.220,191.89,416,1.000,bicubic,-11.106,-5.344,-75
resmlp_big_24_224.fb_in22k_ft_in1k,73.900,26.100,91.760,8.240,129.14,224,0.875,bicubic,-10.498,-5.352,-18
pit_b_distilled_224.in1k,73.900,26.100,90.780,9.220,74.79,224,0.900,bicubic,-9.866,-5.686,+39
tf_efficientnet_b6.aa_in1k,73.890,26.110,91.750,8.250,43.04,528,0.942,bicubic,-10.226,-5.130,+2
edgenext_base.usi_in1k,73.880,26.120,91.760,8.240,18.51,320,1.000,bicubic,-10.078,-5.010,+14
regnety_1280.seer_ft_in1k,73.860,26.140,91.900,8.100,644.81,384,1.000,bicubic,-10.572,-5.192,-31
tf_efficientnet_b3.ns_jft_in1k,73.850,26.150,91.860,8.140,12.23,300,0.904,bicubic,-10.206,-5.058,+4
deit3_small_patch16_224.fb_in22k_ft_in1k,73.840,26.160,91.970,8.030,22.06,224,1.000,bicubic,-9.234,-4.806,+98
maxvit_rmlp_tiny_rw_256.sw_in1k,73.830,26.170,91.440,8.560,29.15,256,0.950,bicubic,-10.394,-5.428,-11
vit_small_r26_s32_384.augreg_in21k_ft_in1k,73.790,26.210,92.300,7.700,36.47,384,1.000,bicubic,-10.258,-5.028,+4
davit_small.msft_in1k,73.780,26.220,91.560,8.440,49.75,224,0.950,bicubic,-10.472,-5.380,-18
regnetz_d8.ra3_in1k,73.760,26.240,92.010,7.990,23.37,320,1.000,bicubic,-10.294,-4.986,0
maxvit_small_tf_224.in1k,73.760,26.240,91.420,8.580,68.93,224,0.950,bicubic,-10.666,-5.404,-34
regnety_080.ra3_in1k,73.750,26.250,91.800,8.200,39.18,288,1.000,bicubic,-10.176,-5.090,+6
focalnet_base_lrf.ms_in1k,73.740,26.260,90.990,9.010,88.75,224,0.900,bicubic,-10.098,-5.618,+15
resnetrs270.tf_in1k,73.730,26.270,91.580,8.420,129.86,352,1.000,bicubic,-10.698,-5.388,-39
gcvit_small.in1k,73.700,26.300,91.230,8.770,51.09,224,0.875,bicubic,-10.192,-5.428,+8
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,73.670,26.330,92.140,7.860,88.79,224,0.875,bilinear,-9.028,-4.004,+119
resnet200d.ra2_in1k,73.670,26.330,91.570,8.430,64.69,320,1.000,bicubic,-10.294,-5.254,0
resnetv2_101x3_bit.goog_in21k_ft_in1k,73.660,26.340,92.470,7.530,387.93,448,1.000,bilinear,-10.778,-4.912,-46
xcit_medium_24_p16_224.fb_dist_in1k,73.650,26.350,91.570,8.430,84.40,224,1.000,bicubic,-10.636,-5.362,-31
convnextv2_tiny.fcmae_ft_in22k_in1k,73.640,26.360,91.960,8.040,28.64,288,1.000,bicubic,-10.776,-5.300,-42
edgenext_base.in21k_ft_in1k,73.610,26.390,91.860,8.140,18.51,320,1.000,bicubic,-10.444,-5.336,-11
regnety_064.ra3_in1k,73.610,26.390,91.330,8.670,30.58,288,1.000,bicubic,-10.110,-5.392,+22
tresnet_v2_l.miil_in21k_ft_in1k,73.580,26.420,90.980,9.020,46.17,224,0.875,bilinear,-10.320,-5.514,-1
swinv2_base_window8_256.ms_in1k,73.550,26.450,91.510,8.490,87.92,256,0.900,bicubic,-10.700,-5.414,-32
tf_efficientnet_b5.ra_in1k,73.540,26.460,91.460,8.540,30.39,456,0.934,bicubic,-10.270,-5.294,+7
resnetaa101d.sw_in12k_ft_in1k,73.520,26.480,91.750,8.250,44.57,288,1.000,bicubic,-10.604,-5.356,-24
resnet152d.ra2_in1k,73.520,26.480,91.240,8.760,60.21,320,1.000,bicubic,-10.164,-5.500,+25
cs3se_edgenet_x.c2ns_in1k,73.510,26.490,91.490,8.510,50.72,320,1.000,bicubic,-10.032,-5.182,+31
regnetz_d8_evos.ch_in1k,73.490,26.510,91.710,8.290,23.46,320,1.000,bicubic,-10.636,-5.302,-28
deit3_base_patch16_224.fb_in1k,73.490,26.510,91.280,8.720,86.59,224,0.900,bicubic,-10.296,-5.308,+6
regnetv_064.ra3_in1k,73.460,26.540,91.600,8.400,30.58,288,1.000,bicubic,-10.256,-5.144,+14
convnext_small.fb_in1k,73.450,26.550,91.330,8.670,50.22,288,1.000,bicubic,-10.250,-5.478,+15
coat_lite_medium.in1k,73.450,26.550,91.240,8.760,44.57,224,0.900,bicubic,-10.150,-5.488,+24
sequencer2d_l.in1k,73.450,26.550,91.090,8.910,54.30,224,0.875,bicubic,-9.944,-5.406,+39
xcit_tiny_24_p8_384.fb_dist_in1k,73.430,26.570,91.560,8.440,12.11,384,1.000,bicubic,-10.316,-5.150,+6
twins_svt_large.in1k,73.420,26.580,90.880,9.120,99.27,224,0.900,bicubic,-10.258,-5.710,+16
resnetrs350.tf_in1k,73.400,26.600,91.300,8.700,163.96,384,1.000,bicubic,-11.314,-5.692,-94
pvt_v2_b4.in1k,73.400,26.600,91.070,8.930,62.56,224,0.900,bicubic,-10.310,-5.604,+9
regnety_160.deit_in1k,73.390,26.610,91.700,8.300,83.59,288,1.000,bicubic,-10.300,-5.082,+10
tf_efficientnet_b5.aa_in1k,73.380,26.620,91.210,8.790,30.39,456,0.934,bicubic,-10.308,-5.502,+10
swin_s3_base_224.ms_in1k,73.350,26.650,91.180,8.820,71.13,224,0.900,bicubic,-10.570,-5.492,-22
convformer_s18.sail_in22k_ft_in1k,73.340,26.660,91.910,8.090,26.77,224,1.000,bicubic,-10.398,-5.138,+1
efficientnet_b4.ra2_in1k,73.340,26.660,91.270,8.730,19.34,384,1.000,bicubic,-10.074,-5.328,+27
gcvit_tiny.in1k,73.330,26.670,90.970,9.030,28.22,224,0.875,bicubic,-10.054,-5.428,+31
mvitv2_small.fb_in1k,73.300,26.700,91.230,8.770,34.87,224,0.900,bicubic,-10.470,-5.346,-8
resnet152.a1h_in1k,73.300,26.700,91.180,8.820,60.19,288,1.000,bicubic,-10.150,-5.358,+19
resmlp_big_24_224.fb_distilled_in1k,73.300,26.700,91.170,8.830,129.14,224,0.875,bicubic,-10.292,-5.480,+12
swin_small_patch4_window7_224.ms_in22k_ft_in1k,73.290,26.710,92.030,7.970,49.61,224,0.900,bicubic,-10.008,-4.934,+36
vit_small_patch16_384.augreg_in21k_ft_in1k,73.280,26.720,91.990,8.010,22.20,384,1.000,bicubic,-10.522,-5.108,-15
xcit_small_24_p16_224.fb_dist_in1k,73.270,26.730,91.460,8.540,47.67,224,1.000,bicubic,-10.604,-5.276,-27
focalnet_base_srf.ms_in1k,73.270,26.730,91.260,8.740,88.15,224,0.900,bicubic,-10.548,-5.422,-19
swinv2_small_window16_256.ms_in1k,73.250,26.750,91.290,8.710,49.73,256,0.900,bicubic,-10.974,-5.488,-58
pvt_v2_b5.in1k,73.250,26.750,91.080,8.920,81.96,224,0.900,bicubic,-10.492,-5.554,-10
deit_base_distilled_patch16_224.fb_in1k,73.240,26.760,91.010,8.990,87.34,224,0.900,bicubic,-10.146,-5.478,+20
maxvit_tiny_rw_224.sw_in1k,73.230,26.770,90.770,9.230,29.06,224,0.950,bicubic,-10.274,-5.734,+6
pvt_v2_b3.in1k,73.210,26.790,91.010,8.990,45.24,224,0.900,bicubic,-9.910,-5.544,+44
resnetrs152.tf_in1k,73.200,26.800,91.260,8.740,86.62,320,1.000,bicubic,-10.502,-5.352,-10
swin_base_patch4_window12_384.ms_in1k,73.160,26.840,91.130,8.870,87.90,384,1.000,bicubic,-11.316,-5.762,-92
vit_base_patch32_384.augreg_in21k_ft_in1k,73.130,26.870,91.250,8.750,88.30,384,1.000,bicubic,-10.220,-5.588,+19
nest_base_jx.goog_in1k,73.130,26.870,91.070,8.930,67.72,224,0.875,bicubic,-10.404,-5.304,+1
xcit_medium_24_p8_224.fb_in1k,73.130,26.870,90.280,9.720,84.32,224,1.000,bicubic,-10.618,-6.120,-21
regnety_640.seer_ft_in1k,73.110,26.890,91.520,8.480,281.38,384,1.000,bicubic,-10.798,-5.402,-42
swinv2_small_window8_256.ms_in1k,73.100,26.900,90.950,9.050,49.73,256,0.900,bicubic,-10.754,-5.694,-38
deit3_small_patch16_384.fb_in1k,73.090,26.910,91.220,8.780,22.21,384,1.000,bicubic,-10.340,-5.454,+4
xcit_small_24_p8_224.fb_in1k,73.090,26.910,91.160,8.840,47.63,224,1.000,bicubic,-10.744,-5.472,-35
cait_s24_224.fb_dist_in1k,73.060,26.940,91.120,8.880,46.92,224,1.000,bicubic,-10.382,-5.454,+1
efficientformerv2_l.snap_dist_in1k,73.060,26.940,90.880,9.120,26.32,224,0.950,bicubic,-10.572,-5.680,-13
focalnet_small_srf.ms_in1k,73.060,26.940,90.730,9.270,49.89,224,0.900,bicubic,-10.356,-5.708,+1
coatnet_rmlp_1_rw_224.sw_in1k,73.040,26.960,90.880,9.120,41.69,224,0.950,bicubic,-10.322,-5.570,+9
crossvit_15_dagger_408.in1k,72.960,27.040,91.090,8.910,28.50,408,1.000,bicubic,-10.882,-5.688,-44
caformer_s18.sail_in1k,72.960,27.040,91.010,8.990,26.34,224,1.000,bicubic,-10.696,-5.506,-17
regnety_320.tv2_in1k,72.940,27.060,90.760,9.240,145.05,224,0.965,bicubic,-10.222,-5.656,+20
ecaresnet101d.miil_in1k,72.930,27.070,91.180,8.820,44.57,288,0.950,bicubic,-10.054,-5.362,+41
regnetv_040.ra3_in1k,72.920,27.080,91.130,8.870,20.64,288,1.000,bicubic,-10.278,-5.528,+15
tf_efficientnet_b4.ap_in1k,72.900,27.100,90.980,9.020,19.34,380,0.922,bicubic,-10.350,-5.414,+9
maxvit_tiny_tf_224.in1k,72.900,27.100,90.830,9.170,30.92,224,0.950,bicubic,-10.502,-5.760,-5
coatnet_1_rw_224.sw_in1k,72.900,27.100,90.790,9.210,41.72,224,0.950,bicubic,-10.696,-5.592,-18
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,72.880,27.120,91.550,8.450,236.34,384,1.000,bicubic,-10.954,-5.576,-49
swinv2_cr_small_ns_224.sw_in1k,72.850,27.150,90.820,9.180,49.70,224,0.900,bicubic,-10.648,-5.664,-17
regnety_032.ra_in1k,72.780,27.220,90.950,9.050,19.44,288,1.000,bicubic,-9.948,-5.466,+53
regnety_040.ra3_in1k,72.780,27.220,90.750,9.250,20.65,288,1.000,bicubic,-10.264,-5.748,+26
convnextv2_tiny.fcmae_ft_in1k,72.770,27.230,91.180,8.820,28.64,288,1.000,bicubic,-10.694,-5.538,-17
xception65p.ra3_in1k,72.760,27.240,90.910,9.090,39.82,299,0.940,bicubic,-10.376,-5.198,+12
swin_s3_small_224.ms_in1k,72.720,27.280,90.560,9.440,49.74,224,0.900,bicubic,-11.036,-5.892,-45
resnetv2_101.a1h_in1k,72.700,27.300,90.670,9.330,44.54,288,1.000,bicubic,-10.302,-5.784,+26
efficientformer_l7.snap_dist_in1k,72.660,27.340,90.800,9.200,82.23,224,0.950,bicubic,-10.722,-5.736,-10
xcit_small_12_p8_224.fb_in1k,72.630,27.370,90.670,9.330,26.21,224,1.000,bicubic,-10.702,-5.814,-5
nfnet_l0.ra2_in1k,72.610,27.390,90.990,9.010,35.07,288,1.000,bicubic,-10.142,-5.526,+42
resnext101_64x4d.c1_in1k,72.610,27.390,90.830,9.170,83.46,288,1.000,bicubic,-10.546,-5.544,+2
focalnet_small_lrf.ms_in1k,72.610,27.390,90.720,9.280,50.34,224,0.900,bicubic,-10.884,-5.860,-25
pnasnet5large.tf_in1k,72.610,27.390,90.500,9.500,86.06,331,0.911,bicubic,-10.172,-5.540,+37
xception65.ra3_in1k,72.590,27.410,90.840,9.160,39.92,299,0.940,bicubic,-10.592,-5.752,-2
cs3sedarknet_x.c2ns_in1k,72.580,27.420,91.060,8.940,35.40,288,1.000,bicubic,-10.078,-5.290,+48
resnest101e.in1k,72.580,27.420,90.810,9.190,48.28,256,0.875,bilinear,-10.304,-5.512,+25
twins_pcpvt_large.in1k,72.580,27.420,90.700,9.300,60.99,224,0.900,bicubic,-10.550,-5.902,+2
gc_efficientnetv2_rw_t.agc_in1k,72.570,27.430,90.830,9.170,13.68,288,1.000,bicubic,-9.882,-5.462,+76
tf_efficientnet_b5.in1k,72.560,27.440,91.110,8.890,30.39,456,0.934,bicubic,-10.616,-5.426,-7
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,72.560,27.440,90.840,9.160,25.03,224,0.875,bilinear,-9.614,-5.382,+112
tresnet_xl.miil_in1k_448,72.560,27.440,90.310,9.690,78.44,448,0.875,bilinear,-10.500,-5.864,+7
twins_svt_base.in1k,72.550,27.450,90.450,9.550,56.07,224,0.900,bicubic,-10.572,-5.966,-1
deit_base_patch16_384.fb_in1k,72.540,27.460,90.260,9.740,86.86,384,1.000,bicubic,-10.566,-6.108,+1
resnetv2_50x3_bit.goog_in21k_ft_in1k,72.520,27.480,91.760,8.240,217.32,448,1.000,bilinear,-11.500,-5.366,-88
xcit_small_12_p16_224.fb_dist_in1k,72.520,27.480,91.130,8.870,26.25,224,1.000,bicubic,-10.808,-5.286,-21
rexnet_300.nav_in1k,72.520,27.480,90.630,9.370,34.71,224,0.875,bicubic,-10.254,-5.606,+26
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,72.510,27.490,90.880,9.120,88.22,224,0.900,bicubic,-10.786,-5.648,-22
deit3_medium_patch16_224.fb_in1k,72.510,27.490,90.810,9.190,38.85,224,0.900,bicubic,-10.576,-5.486,-3
convformer_s18.sail_in1k,72.510,27.490,90.510,9.490,26.77,224,1.000,bicubic,-10.476,-5.740,+8
convnext_tiny.fb_in22k_ft_in1k_384,72.470,27.530,91.540,8.460,28.59,384,1.000,bicubic,-11.618,-5.604,-103
regnety_080_tv.tv2_in1k,72.460,27.540,90.540,9.460,39.38,224,0.965,bicubic,-10.130,-5.478,+43
xcit_tiny_24_p8_224.fb_dist_in1k,72.440,27.560,90.920,9.080,12.11,224,1.000,bicubic,-10.126,-5.138,+51
sequencer2d_m.in1k,72.430,27.570,90.710,9.290,38.31,224,0.875,bicubic,-10.382,-5.564,+12
resnet101d.ra2_in1k,72.430,27.570,90.650,9.350,44.57,320,1.000,bicubic,-10.586,-5.802,-1
regnetx_320.tv2_in1k,72.420,27.580,90.300,9.700,107.81,224,0.965,bicubic,-10.390,-5.908,+12
maxxvit_rmlp_nano_rw_256.sw_in1k,72.370,27.630,90.750,9.250,16.78,256,0.950,bicubic,-10.672,-5.600,-6
nest_small_jx.goog_in1k,72.350,27.650,90.690,9.310,38.35,224,0.875,bicubic,-10.774,-5.630,-18
maxvit_rmlp_nano_rw_256.sw_in1k,72.350,27.650,90.430,9.570,15.50,256,0.950,bicubic,-10.604,-5.836,0
resnext101_32x8d.tv2_in1k,72.330,27.670,90.270,9.730,88.79,224,0.965,bilinear,-10.502,-5.962,+5
tf_efficientnet_b4.aa_in1k,72.290,27.710,90.590,9.410,19.34,380,0.922,bicubic,-10.728,-5.710,-9
tf_efficientnet_b2.ns_jft_in1k,72.280,27.720,91.110,8.890,9.11,260,0.890,bicubic,-10.098,-5.144,+60
hrnet_w18_ssld.paddle_in1k,72.270,27.730,90.820,9.180,21.30,288,1.000,bilinear,-9.776,-5.430,+101
maxvit_nano_rw_256.sw_in1k,72.270,27.730,90.570,9.430,15.45,256,0.950,bicubic,-10.658,-5.650,-4
tresnet_m.miil_in21k_ft_in1k,72.270,27.730,90.230,9.770,31.39,224,0.875,bilinear,-10.804,-5.884,-17
swin_base_patch4_window7_224.ms_in1k,72.260,27.740,90.810,9.190,87.77,224,0.900,bicubic,-11.346,-5.642,-69
resnext101_64x4d.tv_in1k,72.260,27.740,90.550,9.450,83.46,224,0.875,bilinear,-10.732,-5.694,-11
resnetv2_50x1_bit.goog_distilled_in1k,72.240,27.760,91.000,9.000,25.55,224,0.875,bicubic,-10.580,-5.514,-4
nasnetalarge.tf_in1k,72.240,27.760,90.460,9.540,88.75,331,0.911,bicubic,-10.386,-5.582,+20
crossvit_18_240.in1k,72.240,27.760,90.270,9.730,43.27,240,0.875,bicubic,-10.156,-5.790,+51
efficientnetv2_rw_t.ra2_in1k,72.230,27.770,90.420,9.580,13.65,288,1.000,bicubic,-10.120,-5.772,+56
regnetz_c16_evos.ch_in1k,72.220,27.780,91.210,8.790,13.49,320,0.950,bicubic,-10.412,-5.264,+16
cait_xxs36_384.fb_dist_in1k,72.190,27.810,90.840,9.160,17.37,384,1.000,bicubic,-10.014,-5.304,+75
twins_pcpvt_base.in1k,72.190,27.810,90.500,9.500,43.83,224,0.900,bicubic,-10.520,-5.846,+3
crossvit_18_dagger_240.in1k,72.180,27.820,90.080,9.920,44.27,240,0.875,bicubic,-10.336,-5.986,+34
regnetz_c16.ra3_in1k,72.170,27.830,91.110,8.890,13.46,320,1.000,bicubic,-10.464,-5.212,+10
maxxvitv2_nano_rw_256.sw_in1k,72.170,27.830,90.470,9.530,23.70,256,0.950,bicubic,-10.940,-5.854,-32
regnety_320.seer_ft_in1k,72.160,27.840,90.880,9.120,145.05,384,1.000,bicubic,-11.174,-5.826,-54
resnet101.a1h_in1k,72.100,27.900,90.820,9.180,44.55,288,1.000,bicubic,-10.678,-5.490,-8
regnety_160.tv2_in1k,72.090,27.910,90.230,9.770,83.59,224,0.965,bicubic,-10.552,-5.986,+5
xcit_tiny_24_p16_384.fb_dist_in1k,72.070,27.930,90.580,9.420,12.12,384,1.000,bicubic,-10.500,-5.696,+22
cs3edgenet_x.c2_in1k,72.050,27.950,90.370,9.630,47.82,288,1.000,bicubic,-10.658,-6.000,-4
vit_relpos_medium_patch16_cls_224.sw_in1k,72.020,27.980,90.300,9.700,38.76,224,0.900,bicubic,-10.552,-5.768,+19
davit_tiny.msft_in1k,72.010,27.990,90.070,9.930,28.36,224,0.950,bicubic,-10.686,-6.204,-3
convnext_tiny_hnf.a2h_in1k,72.000,28.000,89.770,10.230,28.59,288,1.000,bicubic,-10.584,-6.238,+13
mobilevitv2_200.cvnets_in22k_ft_in1k_384,71.990,28.010,90.650,9.350,18.45,384,1.000,bicubic,-11.410,-5.932,-71
efficientformer_l3.snap_dist_in1k,71.980,28.020,90.270,9.730,31.41,224,0.950,bicubic,-10.570,-5.978,+18
convnext_tiny.fb_in1k,71.980,28.020,90.220,9.780,28.59,288,1.000,bicubic,-10.718,-6.412,-7
vit_relpos_base_patch16_clsgap_224.sw_in1k,71.970,28.030,90.250,9.750,86.43,224,0.900,bicubic,-10.790,-5.922,-16
sequencer2d_s.in1k,71.940,28.060,90.500,9.500,27.65,224,0.875,bicubic,-10.400,-5.530,+38
resnet152.a2_in1k,71.940,28.060,89.420,10.580,60.19,288,1.000,bicubic,-10.668,-6.708,+2
rexnetr_200.sw_in12k_ft_in1k,71.900,28.100,91.270,8.730,16.52,288,1.000,bicubic,-11.236,-5.366,-57
convnext_nano.in12k_ft_in1k,71.900,28.100,91.000,9.000,15.59,288,1.000,bicubic,-10.962,-5.556,-28
dm_nfnet_f0.dm_in1k,71.900,28.100,90.740,9.260,71.49,256,0.900,bicubic,-11.586,-5.828,-86
swinv2_cr_small_224.sw_in1k,71.900,28.100,90.270,9.730,49.70,224,0.900,bicubic,-11.236,-6.214,-56
convnextv2_nano.fcmae_ft_in22k_in1k,71.890,28.110,90.890,9.110,15.62,288,1.000,bicubic,-10.774,-5.630,-13
resnet101.a1_in1k,71.850,28.150,89.150,10.850,44.55,288,1.000,bicubic,-10.472,-6.482,+35
eca_nfnet_l0.ra2_in1k,71.840,28.160,91.110,8.890,24.14,288,1.000,bicubic,-10.738,-5.384,+3
mobilevitv2_175.cvnets_in22k_ft_in1k_384,71.840,28.160,90.770,9.230,14.25,384,1.000,bicubic,-11.098,-5.656,-40
vit_relpos_base_patch16_224.sw_in1k,71.820,28.180,90.250,9.750,86.43,224,0.900,bicubic,-10.676,-5.888,+11
regnetx_160.tv2_in1k,71.800,28.200,90.050,9.950,54.28,224,0.965,bicubic,-10.766,-6.122,+4
seresnext50_32x4d.racm_in1k,71.800,28.200,90.030,9.970,27.56,288,0.950,bicubic,-10.396,-6.118,+47
swin_small_patch4_window7_224.ms_in1k,71.770,28.230,90.260,9.740,49.61,224,0.900,bicubic,-11.438,-6.056,-72
coat_small.in1k,71.750,28.250,90.410,9.590,21.69,224,0.900,bicubic,-10.612,-5.798,+19
mvitv2_tiny.fb_in1k,71.740,28.260,90.310,9.690,24.17,224,0.900,bicubic,-10.670,-5.842,+12
flexivit_small.1200ep_in1k,71.720,28.280,90.260,9.740,22.06,240,0.950,bicubic,-10.800,-5.864,+2
flexivit_small.600ep_in1k,71.710,28.290,90.150,9.850,22.06,240,0.950,bicubic,-10.652,-5.932,+16
flexivit_small.300ep_in1k,71.710,28.290,89.980,10.020,22.06,240,0.950,bicubic,-10.468,-6.056,+44
pit_b_224.in1k,71.710,28.290,89.240,10.760,73.76,224,0.900,bicubic,-10.728,-6.476,+7
xcit_large_24_p16_224.fb_in1k,71.710,28.290,89.170,10.830,189.10,224,1.000,bicubic,-11.190,-6.716,-49
resnet50.fb_swsl_ig1b_ft_in1k,71.700,28.300,90.490,9.510,25.56,224,0.875,bilinear,-9.482,-5.502,+130
pvt_v2_b2_li.in1k,71.700,28.300,90.010,9.990,22.55,224,0.900,bicubic,-10.494,-6.082,+39
ecaresnet101d_pruned.miil_in1k,71.680,28.320,90.430,9.570,24.88,288,0.950,bicubic,-10.318,-5.730,+55
coatnet_bn_0_rw_224.sw_in1k,71.670,28.330,90.380,9.620,27.44,224,0.950,bicubic,-10.730,-5.806,+4
gcvit_xtiny.in1k,71.670,28.330,90.240,9.760,19.98,224,0.875,bicubic,-10.284,-5.728,+59
tresnet_xl.miil_in1k,71.650,28.350,89.630,10.370,78.44,224,0.875,bilinear,-10.424,-6.296,+45
resnet61q.ra2_in1k,71.630,28.370,90.280,9.720,36.85,288,1.000,bicubic,-10.894,-5.850,-10
tresnet_l.miil_in1k_448,71.630,28.370,90.030,9.970,55.99,448,0.875,bilinear,-10.646,-5.948,+22
poolformerv2_m48.sail_in1k,71.620,28.380,89.800,10.200,73.35,224,1.000,bicubic,-11.000,-6.272,-29
convnextv2_nano.fcmae_ft_in22k_in1k_384,71.590,28.410,90.760,9.240,15.62,384,1.000,bicubic,-11.784,-5.984,-100
xcit_tiny_12_p8_384.fb_dist_in1k,71.590,28.410,90.700,9.300,6.71,384,1.000,bicubic,-10.798,-5.520,-1
swinv2_tiny_window16_256.ms_in1k,71.590,28.410,90.330,9.670,28.35,256,0.900,bicubic,-11.214,-5.906,-52
convit_base.fb_in1k,71.580,28.420,90.120,9.880,86.54,224,0.875,bicubic,-10.710,-5.816,+13
coatnet_0_rw_224.sw_in1k,71.570,28.430,89.400,10.600,27.44,224,0.950,bicubic,-10.820,-6.436,-4
resnetv2_50d_evos.ah_in1k,71.560,28.440,90.090,9.910,25.59,288,1.000,bicubic,-10.440,-5.810,+42
resnet152.tv2_in1k,71.530,28.470,89.970,10.030,60.19,224,0.965,bilinear,-10.758,-6.034,+11
crossvit_15_dagger_240.in1k,71.520,28.480,89.850,10.150,28.21,240,0.875,bicubic,-10.810,-6.110,+4
poolformer_m48.sail_in1k,71.520,28.480,89.770,10.230,73.47,224,0.950,bicubic,-10.962,-6.196,-15
fbnetv3_g.ra2_in1k,71.510,28.490,90.380,9.620,16.62,288,0.950,bilinear,-10.526,-5.678,+36
resnetaa50d.sw_in12k_ft_in1k,71.500,28.500,90.320,9.680,25.58,288,1.000,bicubic,-11.100,-6.178,-37
mobilevitv2_150.cvnets_in22k_ft_in1k_384,71.490,28.510,90.420,9.580,10.59,384,1.000,bicubic,-11.096,-5.894,-34
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,71.480,28.520,90.470,9.530,88.79,224,0.875,bilinear,-10.126,-5.570,+66
wide_resnet50_2.racm_in1k,71.480,28.520,90.220,9.780,68.88,288,0.950,bicubic,-10.800,-5.844,+6
efficientnet_b3.ra2_in1k,71.470,28.530,90.060,9.940,12.23,320,1.000,bicubic,-10.772,-6.058,+7
pvt_v2_b2.in1k,71.450,28.550,90.060,9.940,25.36,224,0.900,bicubic,-10.636,-5.896,+25
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,71.420,28.580,90.530,9.470,194.03,224,0.875,bilinear,-10.422,-5.562,+45
resnet51q.ra2_in1k,71.410,28.590,90.180,9.820,35.70,288,1.000,bilinear,-10.950,-6.002,-12
wide_resnet101_2.tv2_in1k,71.370,28.630,89.790,10.210,126.89,224,0.965,bilinear,-11.128,-6.228,-28
xcit_tiny_24_p8_224.fb_in1k,71.350,28.650,90.230,9.770,12.11,224,1.000,bicubic,-10.542,-5.740,+37
vit_relpos_medium_patch16_224.sw_in1k,71.350,28.650,89.960,10.040,38.75,224,0.900,bicubic,-11.112,-6.122,-26
resnet152.a1_in1k,71.350,28.650,89.310,10.690,60.19,288,1.000,bicubic,-11.382,-6.410,-64
tf_efficientnetv2_b3.in21k_ft_in1k,71.340,28.660,90.750,9.250,14.36,300,0.900,bicubic,-11.330,-5.876,-60
tf_efficientnet_b4.in1k,71.330,28.670,90.110,9.890,19.34,380,0.922,bicubic,-11.278,-5.642,-52
vit_base_patch16_224.orig_in21k_ft_in1k,71.320,28.680,90.480,9.520,86.57,224,0.900,bicubic,-10.466,-5.644,+42
mixer_b16_224.miil_in21k_ft_in1k,71.300,28.700,89.650,10.350,59.88,224,0.875,bilinear,-11.006,-6.070,-10
pit_s_distilled_224.in1k,71.260,28.740,89.640,10.360,24.04,224,0.900,bicubic,-10.548,-6.088,+38
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,71.250,28.750,90.470,9.530,236.34,224,0.875,bicubic,-11.626,-6.112,-84
ecaresnet50t.ra2_in1k,71.240,28.760,90.450,9.550,25.57,320,0.950,bicubic,-11.112,-5.690,-22
convmixer_1536_20.in1k,71.230,28.770,89.450,10.550,51.63,224,0.960,bicubic,-10.132,-6.164,+78
deit_base_patch16_224.fb_in1k,71.210,28.790,89.180,10.820,86.57,224,0.900,bicubic,-10.782,-6.556,+19
xcit_small_12_p16_224.fb_in1k,71.200,28.800,89.750,10.250,26.25,224,1.000,bicubic,-10.770,-6.038,+20
ecaresnet50t.a1_in1k,71.190,28.810,89.580,10.420,25.57,288,1.000,bicubic,-10.938,-6.062,+5
vit_relpos_medium_patch16_rpn_224.sw_in1k,71.170,28.830,90.080,9.920,38.73,224,0.900,bicubic,-11.140,-5.892,-21
crossvit_base_240.in1k,71.170,28.830,89.830,10.170,105.03,240,0.875,bicubic,-11.046,-6.094,-7
resnext50_32x4d.a1h_in1k,71.170,28.830,89.700,10.300,25.03,288,1.000,bicubic,-10.844,-6.234,+12
vit_base_patch32_clip_224.laion2b_ft_in1k,71.160,28.840,90.210,9.790,88.22,224,0.900,bicubic,-11.422,-5.990,-57
swin_s3_tiny_224.ms_in1k,71.150,28.850,89.710,10.290,28.33,224,0.900,bicubic,-10.994,-6.244,-2
cs3sedarknet_l.c2ns_in1k,71.110,28.890,90.350,9.650,21.91,288,0.950,bicubic,-10.674,-5.608,+29
halo2botnet50ts_256.a1h_in1k,71.110,28.890,89.600,10.400,22.64,256,0.950,bicubic,-10.952,-6.034,+3
efficientformerv2_s2.snap_dist_in1k,71.100,28.900,90.140,9.860,12.71,224,0.950,bicubic,-11.066,-5.770,-7
cs3darknet_x.c2ns_in1k,71.090,28.910,90.150,9.850,35.05,288,1.000,bicubic,-11.132,-6.080,-17
mobilevitv2_200.cvnets_in22k_ft_in1k,71.090,28.910,89.700,10.300,18.45,256,0.888,bicubic,-11.242,-6.242,-32
ecaresnet50d.miil_in1k,71.080,28.920,90.240,9.760,25.58,288,0.950,bicubic,-10.570,-5.642,+31
focalnet_tiny_lrf.ms_in1k,71.060,28.940,89.570,10.430,28.65,224,0.900,bicubic,-11.094,-6.378,-10
convnextv2_nano.fcmae_ft_in1k,71.050,28.950,90.100,9.900,15.62,288,1.000,bicubic,-11.436,-6.126,-53
focalnet_tiny_srf.ms_in1k,71.050,28.950,89.600,10.400,28.43,224,0.900,bicubic,-11.084,-6.368,-10
xcit_tiny_12_p8_224.fb_dist_in1k,71.040,28.960,89.890,10.110,6.71,224,1.000,bicubic,-10.172,-5.712,+73
xcit_small_24_p16_224.fb_in1k,71.040,28.960,89.680,10.320,47.67,224,1.000,bicubic,-11.540,-6.332,-67
tresnet_m.miil_in1k_448,71.020,28.980,88.680,11.320,31.39,448,0.875,bilinear,-10.688,-6.894,+20
resnetv2_101x1_bit.goog_in21k_ft_in1k,71.010,28.990,91.080,8.920,44.54,448,1.000,bilinear,-11.332,-5.440,-42
visformer_small.in1k,71.010,28.990,89.440,10.560,40.22,224,0.900,bicubic,-11.092,-6.258,-13
xcit_medium_24_p16_224.fb_in1k,70.990,29.010,89.530,10.470,84.40,224,1.000,bicubic,-11.650,-6.454,-88
resnet101.a2_in1k,70.990,29.010,89.160,10.840,44.55,288,1.000,bicubic,-11.246,-6.570,-30
lamhalobotnet50ts_256.a1h_in1k,70.990,29.010,89.040,10.960,22.57,256,0.950,bicubic,-10.564,-6.450,+31
edgenext_small.usi_in1k,70.980,29.020,89.880,10.120,5.59,320,1.000,bicubic,-10.584,-5.832,+27
resnetv2_50d_gn.ah_in1k,70.960,29.040,89.830,10.170,25.57,288,1.000,bicubic,-10.998,-6.098,-4
tnt_s_patch16_224,70.960,29.040,89.610,10.390,23.76,224,0.900,bicubic,-10.576,-6.126,+27
convnext_nano.d1h_in1k,70.960,29.040,89.430,10.570,15.59,288,1.000,bicubic,-10.522,-6.228,+36
resnest50d_4s2x40d.in1k,70.940,29.060,89.720,10.280,30.42,224,0.875,bicubic,-10.180,-5.840,+69
coatnet_nano_rw_224.sw_in1k,70.940,29.060,89.700,10.300,15.14,224,0.900,bicubic,-10.758,-5.946,+11
vit_srelpos_medium_patch16_224.sw_in1k,70.920,29.080,89.940,10.060,38.74,224,0.900,bicubic,-11.320,-6.002,-40
tf_efficientnet_b3.ap_in1k,70.920,29.080,89.430,10.570,12.23,300,0.904,bicubic,-10.906,-6.196,+1
vit_small_patch16_224.augreg_in21k_ft_in1k,70.910,29.090,90.150,9.850,22.05,224,0.900,bicubic,-10.474,-5.986,+41
coatnext_nano_rw_224.sw_in1k,70.890,29.110,90.250,9.750,14.70,224,0.900,bicubic,-11.052,-5.666,-10
coatnet_rmlp_nano_rw_224.sw_in1k,70.890,29.110,89.920,10.080,15.15,224,0.900,bicubic,-11.160,-5.960,-21
vit_base_patch16_rpn_224.sw_in1k,70.880,29.120,89.770,10.230,86.54,224,0.900,bicubic,-11.326,-6.228,-39
vit_large_patch32_384.orig_in21k_ft_in1k,70.870,29.130,90.570,9.430,306.63,384,1.000,bicubic,-10.640,-5.520,+23
tf_efficientnet_b1.ns_jft_in1k,70.860,29.140,90.120,9.880,7.79,240,0.882,bicubic,-10.534,-5.616,+33
nest_tiny_jx.goog_in1k,70.860,29.140,89.940,10.060,17.06,224,0.875,bicubic,-10.566,-5.678,+31
rexnet_200.nav_in1k,70.860,29.140,89.710,10.290,16.37,224,0.875,bicubic,-10.776,-5.954,+7
resnetrs101.tf_in1k,70.850,29.150,89.830,10.170,63.62,288,0.940,bicubic,-11.434,-6.184,-54
poolformerv2_m36.sail_in1k,70.850,29.150,89.330,10.670,56.08,224,1.000,bicubic,-11.366,-6.502,-46
regnety_032.tv2_in1k,70.840,29.160,89.850,10.150,19.44,224,0.965,bicubic,-10.916,-5.990,-5
wide_resnet50_2.tv2_in1k,70.840,29.160,89.270,10.730,68.88,224,0.965,bilinear,-10.766,-6.492,+5
poolformer_m36.sail_in1k,70.830,29.170,89.510,10.490,56.17,224,0.950,bicubic,-11.272,-6.368,-36
tf_efficientnetv2_b3.in1k,70.830,29.170,89.510,10.490,14.36,300,0.904,bicubic,-11.140,-6.302,-24
tresnet_l.miil_in1k,70.820,29.180,89.600,10.400,55.99,224,0.875,bilinear,-10.660,-6.024,+16
levit_384.fb_dist_in1k,70.810,29.190,89.320,10.680,39.13,224,0.900,bicubic,-11.786,-6.698,-104
coat_lite_small.in1k,70.790,29.210,89.590,10.410,19.84,224,0.900,bicubic,-11.524,-6.258,-66
levit_conv_384.fb_dist_in1k,70.790,29.210,89.310,10.690,39.13,224,0.900,bicubic,-11.800,-6.938,-104
ecaresnetlight.miil_in1k,70.750,29.250,89.880,10.120,30.16,288,0.950,bicubic,-10.658,-5.936,+19
deit3_small_patch16_224.fb_in1k,70.750,29.250,89.440,10.560,22.06,224,0.900,bicubic,-10.620,-6.016,+25
regnetx_080.tv2_in1k,70.730,29.270,89.330,10.670,39.57,224,0.965,bicubic,-10.808,-6.212,+1
swinv2_cr_tiny_ns_224.sw_in1k,70.700,29.300,89.380,10.620,28.33,224,0.900,bicubic,-11.102,-6.438,-19
seresnet50.ra2_in1k,70.690,29.310,89.870,10.130,28.09,288,0.950,bicubic,-10.594,-5.782,+28
vit_base_patch32_clip_224.openai_ft_in1k,70.690,29.310,89.830,10.170,88.22,224,0.900,bicubic,-11.240,-6.136,-29
vit_relpos_small_patch16_224.sw_in1k,70.680,29.320,90.000,10.000,21.98,224,0.900,bicubic,-10.782,-5.820,+7
resnet50d.ra2_in1k,70.680,29.320,89.310,10.690,25.58,288,0.950,bicubic,-10.676,-6.428,+21
mobilevitv2_175.cvnets_in22k_ft_in1k,70.670,29.330,89.700,10.300,14.25,256,0.888,bicubic,-11.268,-6.090,-33
resnet50_gn.a1h_in1k,70.630,29.370,89.370,10.630,25.56,288,0.950,bicubic,-10.586,-6.258,+29
tf_efficientnet_b3.aa_in1k,70.620,29.380,89.440,10.560,12.23,300,0.904,bicubic,-11.024,-6.282,-17
resnet101.tv2_in1k,70.620,29.380,89.400,10.600,44.55,224,0.965,bilinear,-11.270,-6.368,-32
crossvit_small_240.in1k,70.610,29.390,89.360,10.640,26.86,240,0.875,bicubic,-10.406,-6.096,+47
cait_xxs24_384.fb_dist_in1k,70.600,29.400,89.730,10.270,12.03,384,1.000,bicubic,-10.372,-5.910,+49
senet154.gluon_in1k,70.600,29.400,88.920,11.080,115.09,224,0.875,bicubic,-10.626,-6.438,+21
convit_small.fb_in1k,70.580,29.420,89.590,10.410,27.78,224,0.875,bicubic,-10.840,-6.154,+4
convnext_nano_ols.d1h_in1k,70.570,29.430,89.100,10.900,15.65,288,1.000,bicubic,-11.030,-6.536,-17
twins_pcpvt_small.in1k,70.560,29.440,89.070,10.930,24.11,224,0.900,bicubic,-10.536,-6.578,+36
regnetz_b16.ra3_in1k,70.550,29.450,89.400,10.600,9.72,288,1.000,bicubic,-10.178,-6.120,+70
resnet50.c2_in1k,70.540,29.460,89.170,10.830,25.56,288,1.000,bicubic,-10.330,-6.364,+57
vit_small_r26_s32_224.augreg_in21k_ft_in1k,70.530,29.470,90.110,9.890,36.43,224,0.900,bicubic,-11.334,-5.912,-42
resnetv2_50.a1h_in1k,70.530,29.470,89.120,10.880,25.55,288,1.000,bicubic,-10.868,-6.606,+1
swinv2_tiny_window8_256.ms_in1k,70.510,29.490,89.500,10.500,28.35,256,0.900,bicubic,-11.310,-6.494,-41
deit_small_distilled_patch16_224.fb_in1k,70.510,29.490,89.470,10.530,22.44,224,0.900,bicubic,-10.708,-5.914,+15
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,70.500,29.500,89.750,10.250,44.18,224,0.875,bilinear,-10.424,-5.984,+44
legacy_senet154.in1k,70.500,29.500,88.980,11.020,115.09,224,0.875,bilinear,-10.808,-6.512,+6
halonet50ts.a1h_in1k,70.480,29.520,89.340,10.660,22.73,256,0.940,bicubic,-11.180,-6.270,-35
resnetaa50.a1h_in1k,70.440,29.560,89.990,10.010,25.56,288,1.000,bicubic,-11.174,-5.812,-31
tf_efficientnet_lite4.in1k,70.440,29.560,89.120,10.880,13.01,380,0.920,bilinear,-11.092,-6.544,-22
poolformerv2_s36.sail_in1k,70.430,29.570,89.630,10.370,30.79,224,1.000,bicubic,-11.138,-6.060,-31
crossvit_15_240.in1k,70.430,29.570,89.540,10.460,27.53,240,0.875,bicubic,-11.104,-6.152,-24
twins_svt_small.in1k,70.430,29.570,89.360,10.640,24.06,224,0.900,bicubic,-11.248,-6.300,-43
ecaresnet50t.a2_in1k,70.430,29.570,89.020,10.980,25.57,288,1.000,bicubic,-11.228,-6.532,-38
resnest50d.in1k,70.430,29.570,88.760,11.240,27.48,224,0.875,bilinear,-10.534,-6.624,+33
resnest50d_1s4x24d.in1k,70.420,29.580,89.220,10.780,25.68,224,0.875,bicubic,-10.568,-6.106,+27
gcresnext50ts.ch_in1k,70.410,29.590,89.420,10.580,15.67,288,1.000,bicubic,-10.822,-6.124,-1
seresnext101_64x4d.gluon_in1k,70.410,29.590,89.360,10.640,88.23,224,0.875,bicubic,-10.486,-5.936,+35
gernet_l.idstcv_in1k,70.410,29.590,88.970,11.030,31.08,256,0.875,bilinear,-10.944,-6.560,-8
cs3darknet_l.c2ns_in1k,70.350,29.650,89.750,10.250,21.16,288,0.950,bicubic,-10.546,-5.912,+33
resnet152s.gluon_in1k,70.320,29.680,88.870,11.130,60.32,224,0.875,bicubic,-10.682,-6.540,+21
vit_srelpos_small_patch16_224.sw_in1k,70.290,29.710,89.540,10.460,21.97,224,0.900,bicubic,-10.802,-5.792,+14
repvgg_b3.rvgg_in1k,70.230,29.770,88.730,11.270,123.09,224,0.875,bilinear,-10.276,-6.524,+64
coat_mini.in1k,70.200,29.800,89.460,10.540,10.34,224,0.900,bicubic,-11.070,-5.922,-9
xception41p.ra3_in1k,70.200,29.800,89.100,10.900,26.91,299,0.940,bicubic,-11.772,-6.696,-74
efficientnet_el.ra_in1k,70.150,29.850,89.300,10.700,10.59,300,0.904,bicubic,-11.162,-6.236,-15
sebotnet33ts_256.a1h_in1k,70.150,29.850,88.820,11.180,13.70,256,0.940,bicubic,-11.016,-6.348,-2
inception_resnet_v2.tf_in1k,70.130,29.870,88.690,11.310,55.84,299,0.897,bicubic,-10.332,-6.618,+66
resnet50.d_in1k,70.120,29.880,88.740,11.260,25.56,288,1.000,bicubic,-10.852,-6.690,+16
resnet50d.a1_in1k,70.120,29.880,88.350,11.650,25.58,288,1.000,bicubic,-11.330,-6.868,-32
haloregnetz_b.ra3_in1k,70.110,29.890,88.900,11.100,11.68,224,0.940,bicubic,-10.938,-6.300,+8
poolformer_s36.sail_in1k,70.100,29.900,89.140,10.860,30.86,224,0.900,bicubic,-11.330,-6.304,-33
resmlp_36_224.fb_distilled_in1k,70.100,29.900,89.090,10.910,44.69,224,0.875,bicubic,-11.048,-6.388,-5
ecaresnet50d_pruned.miil_in1k,70.090,29.910,89.510,10.490,19.94,288,0.950,bicubic,-10.700,-6.060,+30
resnet50.c1_in1k,70.070,29.930,89.000,11.000,25.56,288,1.000,bicubic,-10.842,-6.552,+17
gcresnet50t.ra2_in1k,70.050,29.950,89.520,10.480,25.90,288,1.000,bicubic,-11.406,-6.198,-39
sehalonet33ts.ra2_in1k,70.050,29.950,88.730,11.270,13.69,256,0.940,bicubic,-10.906,-6.546,+11
seresnext101_32x4d.gluon_in1k,70.020,29.980,88.940,11.060,48.96,224,0.875,bicubic,-10.872,-6.356,+16
regnety_320.pycls_in1k,70.020,29.980,88.900,11.100,145.05,224,0.875,bicubic,-10.788,-6.338,+24
seresnet50.a2_in1k,70.000,30.000,88.710,11.290,28.09,288,1.000,bicubic,-11.106,-6.512,-8
levit_256.fb_dist_in1k,69.970,30.030,89.240,10.760,18.89,224,0.900,bicubic,-11.544,-6.252,-51
levit_conv_256.fb_dist_in1k,69.970,30.030,89.240,10.760,18.89,224,0.900,bicubic,-11.550,-6.250,-53
resnet152d.gluon_in1k,69.940,30.060,88.490,11.510,60.21,224,0.875,bicubic,-10.536,-6.712,+49
maxvit_rmlp_pico_rw_256.sw_in1k,69.890,30.110,89.250,10.750,7.52,256,0.950,bicubic,-10.624,-5.964,+42
pit_s_224.in1k,69.890,30.110,88.940,11.060,23.46,224,0.900,bicubic,-11.202,-6.630,-8
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,69.850,30.150,90.410,9.590,28.29,224,0.900,bicubic,-11.118,-5.604,0
resnext50_32x4d.ra_in1k,69.830,30.170,88.220,11.780,25.03,288,0.950,bicubic,-10.868,-7.170,+26
regnety_016.tv2_in1k,69.810,30.190,89.360,10.640,11.20,224,0.965,bicubic,-10.858,-5.970,+28
seresnet50.a1_in1k,69.810,30.190,88.550,11.450,28.09,288,1.000,bicubic,-11.292,-6.780,-15
mobilevitv2_150.cvnets_in22k_ft_in1k,69.800,30.200,89.180,10.820,10.59,256,0.888,bicubic,-11.688,-6.488,-58
resnet50.a1_in1k,69.770,30.230,88.350,11.650,25.56,288,1.000,bicubic,-11.444,-6.752,-30
mobilevitv2_200.cvnets_in1k,69.750,30.250,88.620,11.380,18.45,256,0.888,bicubic,-11.384,-6.742,-23
resnet50.tv2_in1k,69.750,30.250,88.590,11.410,25.56,224,0.965,bilinear,-11.100,-6.844,+8
resnext50_32x4d.a2_in1k,69.750,30.250,88.200,11.800,25.03,288,1.000,bicubic,-11.554,-6.896,-41
ese_vovnet39b.ra_in1k,69.730,30.270,89.550,10.450,24.57,288,0.950,bicubic,-10.620,-5.816,+47
lambda_resnet50ts.a1h_in1k,69.730,30.270,88.830,11.170,21.54,256,0.950,bicubic,-11.426,-6.268,-29
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,69.710,30.290,89.420,10.580,25.03,224,0.875,bilinear,-10.628,-5.978,+48
xcit_tiny_24_p16_224.fb_dist_in1k,69.710,30.290,88.720,11.280,12.12,224,1.000,bicubic,-10.744,-6.498,+39
xcit_tiny_12_p16_384.fb_dist_in1k,69.690,30.310,89.020,10.980,6.72,384,1.000,bicubic,-11.248,-6.394,-10
tresnet_m.miil_in1k,69.670,30.330,88.000,12.000,31.39,224,0.875,bilinear,-11.128,-6.856,+3
resmlp_24_224.fb_distilled_in1k,69.660,30.340,89.070,10.930,30.02,224,0.875,bicubic,-11.096,-6.154,+6
resnext101_64x4d.gluon_in1k,69.660,30.340,88.260,11.740,83.46,224,0.875,bicubic,-10.940,-6.732,+20
resnext50d_32x4d.bt_in1k,69.640,30.360,89.250,10.750,25.05,288,0.950,bicubic,-11.024,-6.170,+14
regnetx_032.tv2_in1k,69.620,30.380,89.360,10.640,15.30,224,0.965,bicubic,-11.306,-5.918,-14
efficientnet_b3_pruned.in1k,69.590,30.410,88.980,11.020,9.86,300,0.904,bicubic,-11.262,-6.264,-5
convnextv2_pico.fcmae_ft_in1k,69.580,30.420,89.230,10.770,9.07,288,0.950,bicubic,-11.506,-6.250,-28
eva02_tiny_patch14_336.mim_in22k_ft_in1k,69.560,30.440,89.320,10.680,5.76,336,1.000,bicubic,-11.070,-6.206,+12
inception_resnet_v2.tf_ens_adv_in1k,69.560,30.440,88.490,11.510,55.84,299,0.897,bicubic,-10.418,-6.456,+59
nf_resnet50.ra2_in1k,69.550,30.450,88.730,11.270,25.56,288,0.940,bicubic,-11.090,-6.602,+9
gernet_m.idstcv_in1k,69.540,30.460,88.690,11.310,21.14,224,0.875,bilinear,-11.194,-6.496,-1
repvgg_b3g4.rvgg_in1k,69.530,30.470,88.460,11.540,83.83,224,0.875,bilinear,-10.686,-6.632,+47
gcresnet33ts.ra2_in1k,69.510,30.490,89.110,10.890,19.88,288,1.000,bicubic,-11.090,-6.210,+8
efficientnet_el_pruned.in1k,69.510,30.490,88.930,11.070,10.59,300,0.904,bicubic,-10.790,-6.292,+37
efficientnet_b2.ra_in1k,69.490,30.510,88.690,11.310,9.11,288,1.000,bicubic,-11.120,-6.624,+6
resnext50_32x4d.a1_in1k,69.490,30.510,88.340,11.660,25.03,288,1.000,bicubic,-11.976,-6.834,-80
swin_tiny_patch4_window7_224.ms_in1k,69.470,30.530,89.060,10.940,28.29,224,0.900,bicubic,-11.906,-6.484,-71
regnetx_320.pycls_in1k,69.470,30.530,88.270,11.730,107.81,224,0.875,bicubic,-10.776,-6.752,+38
vit_base_patch32_224.augreg_in21k_ft_in1k,69.450,30.550,89.440,10.560,88.22,224,0.900,bicubic,-11.266,-6.126,-8
res2net101d.in1k,69.450,30.550,88.710,11.290,45.23,224,0.875,bilinear,-11.774,-6.642,-60
gcvit_xxtiny.in1k,69.440,30.560,88.850,11.150,12.00,224,0.875,bicubic,-10.288,-6.230,+65
cspresnext50.ra_in1k,69.440,30.560,88.590,11.410,20.57,256,0.887,bilinear,-11.116,-6.732,+3
rexnet_150.nav_in1k,69.410,30.590,88.980,11.020,9.73,224,0.875,bicubic,-10.914,-6.194,+24
resnext50_32x4d.tv2_in1k,69.400,30.600,88.440,11.560,25.03,224,0.965,bilinear,-11.782,-6.900,-59
seresnet33ts.ra2_in1k,69.380,30.620,89.190,10.810,19.78,288,1.000,bicubic,-11.404,-6.172,-21
convmixer_768_32.in1k,69.380,30.620,88.880,11.120,21.11,224,0.960,bicubic,-10.788,-6.194,+36
inception_v4.tf_in1k,69.380,30.620,88.780,11.220,42.68,299,0.875,bicubic,-10.776,-6.188,+38
eca_resnet33ts.ra2_in1k,69.370,30.630,89.210,10.790,19.68,288,1.000,bicubic,-11.302,-6.154,-12
xception71.tf_in1k,69.360,30.640,88.260,11.740,42.34,299,0.903,bicubic,-10.512,-6.668,+45
darknet53.c2ns_in1k,69.350,30.650,88.780,11.220,41.61,288,1.000,bicubic,-11.186,-6.654,-4
cs3darknet_focus_l.c2ns_in1k,69.340,30.660,89.420,10.580,21.15,288,0.950,bicubic,-11.540,-6.262,-34
legacy_seresnext101_32x4d.in1k,69.340,30.660,88.050,11.950,48.96,224,0.875,bilinear,-10.890,-6.976,+26
vit_small_patch16_384.augreg_in1k,69.300,30.700,89.000,11.000,22.20,384,1.000,bicubic,-11.816,-6.574,-61
mobilevitv2_175.cvnets_in1k,69.290,30.710,88.960,11.040,14.25,256,0.888,bicubic,-11.570,-6.296,-34
efficientformer_l1.snap_dist_in1k,69.280,30.720,88.560,11.440,12.29,224,0.950,bicubic,-11.218,-6.428,-5
vit_small_patch32_384.augreg_in21k_ft_in1k,69.270,30.730,89.820,10.180,22.92,384,1.000,bicubic,-11.216,-5.776,-5
convnext_pico_ols.d1_in1k,69.230,30.770,88.830,11.170,9.06,288,1.000,bicubic,-11.234,-6.416,-3
edgenext_small_rw.sw_in1k,69.210,30.790,88.740,11.260,7.83,320,1.000,bicubic,-11.248,-6.450,-2
vit_base_patch16_384.augreg_in1k,69.190,30.810,88.380,11.620,86.86,384,1.000,bicubic,-11.912,-6.740,-65
resnet50.b2k_in1k,69.180,30.820,88.660,11.340,25.56,288,1.000,bicubic,-11.274,-6.658,-3
resnet50.a1h_in1k,69.130,30.870,88.510,11.490,25.56,224,1.000,bicubic,-11.546,-6.796,-26
resnet152c.gluon_in1k,69.130,30.870,87.890,12.110,60.21,224,0.875,bicubic,-10.780,-6.954,+29
resnet50.b1k_in1k,69.100,30.900,88.740,11.260,25.56,288,1.000,bicubic,-11.606,-6.692,-30
tf_efficientnetv2_b2.in1k,69.100,30.900,88.220,11.780,10.10,260,0.890,bicubic,-11.094,-6.822,+16
mixnet_xl.ra_in1k,69.090,30.910,88.310,11.690,11.90,224,0.875,bicubic,-11.392,-6.626,-13
resnetblur50.bt_in1k,69.070,30.930,88.450,11.550,25.56,288,0.950,bicubic,-11.164,-6.784,+11
repvgg_b2g4.rvgg_in1k,69.010,30.990,88.360,11.640,61.76,224,0.875,bilinear,-10.372,-6.316,+65
regnety_160.pycls_in1k,69.010,30.990,88.270,11.730,83.59,224,0.875,bicubic,-11.288,-6.692,+4
resnet101d.gluon_in1k,69.010,30.990,88.080,11.920,44.57,224,0.875,bicubic,-11.416,-6.944,-10
xception65.tf_in1k,68.950,31.050,88.470,11.530,39.92,299,0.903,bicubic,-10.606,-6.184,+50
resnext101_32x4d.gluon_in1k,68.950,31.050,88.340,11.660,44.18,224,0.875,bicubic,-11.390,-6.590,-5
poolformerv2_s24.sail_in1k,68.940,31.060,88.670,11.330,21.34,224,1.000,bicubic,-11.808,-6.640,-43
tf_efficientnet_b2.ap_in1k,68.930,31.070,88.330,11.670,9.11,260,0.890,bicubic,-11.378,-6.698,-5
cspdarknet53.ra_in1k,68.920,31.080,88.600,11.400,27.64,256,0.887,bilinear,-11.142,-6.480,+12
convnext_pico.d1_in1k,68.900,31.100,88.470,11.530,9.05,288,0.950,bicubic,-11.514,-6.580,-15
mobilevitv2_150.cvnets_in1k,68.890,31.110,88.080,11.920,10.59,256,0.888,bicubic,-11.480,-6.994,-14
resnet50d.a2_in1k,68.890,31.110,87.990,12.010,25.58,288,1.000,bicubic,-12.274,-7.094,-90
regnety_120.pycls_in1k,68.860,31.140,88.330,11.670,51.82,224,0.875,bicubic,-11.526,-6.798,-17
resnet152.a3_in1k,68.820,31.180,87.760,12.240,60.19,224,0.950,bicubic,-11.726,-7.240,-34
resnet152.gluon_in1k,68.820,31.180,87.710,12.290,60.19,224,0.875,bicubic,-10.874,-7.026,+30
poolformer_s24.sail_in1k,68.780,31.220,88.170,11.830,21.39,224,0.900,bicubic,-11.516,-6.902,-11
dpn107.mx_in1k,68.780,31.220,88.130,11.870,86.92,224,0.875,bicubic,-11.388,-6.812,+1
gmlp_s16_224.ra3_in1k,68.780,31.220,88.070,11.930,19.42,224,0.875,bicubic,-10.864,-6.552,+34
dpn131.mx_in1k,68.770,31.230,87.570,12.430,79.25,224,0.875,bicubic,-11.044,-7.130,+18
darknetaa53.c2ns_in1k,68.760,31.240,88.720,11.280,36.02,288,1.000,bilinear,-11.742,-6.602,-36
tf_efficientnet_b2.aa_in1k,68.760,31.240,87.950,12.050,9.11,260,0.890,bicubic,-11.324,-6.956,-1
resnet101s.gluon_in1k,68.720,31.280,87.900,12.100,44.67,224,0.875,bicubic,-11.582,-7.250,-18
deit_small_patch16_224.fb_in1k,68.710,31.290,88.200,11.800,22.05,224,0.900,bicubic,-11.134,-6.844,+10
regnety_080.pycls_in1k,68.710,31.290,87.970,12.030,39.18,224,0.875,bicubic,-11.158,-6.862,+6
seresnext50_32x4d.gluon_in1k,68.660,31.340,88.360,11.640,27.56,224,0.875,bicubic,-11.250,-6.464,+2
resnet50.ram_in1k,68.630,31.370,88.320,11.680,25.56,288,0.950,bicubic,-11.346,-6.732,-3
hrnet_w64.ms_in1k,68.630,31.370,88.070,11.930,128.06,224,0.875,bilinear,-10.844,-6.576,+36
xcit_tiny_12_p8_224.fb_in1k,68.580,31.420,88.720,11.280,6.71,224,1.000,bicubic,-11.108,-5.990,+18
resnet50.a2_in1k,68.570,31.430,87.990,12.010,25.56,288,1.000,bicubic,-12.202,-6.998,-67
tf_efficientnet_b3.in1k,68.530,31.470,88.700,11.300,12.23,300,0.904,bicubic,-12.348,-6.600,-77
dpn98.mx_in1k,68.520,31.480,87.610,12.390,61.57,224,0.875,bicubic,-11.150,-7.044,+19
regnetx_160.pycls_in1k,68.510,31.490,88.460,11.540,54.28,224,0.875,bicubic,-11.356,-6.368,-1
rexnet_130.nav_in1k,68.460,31.540,88.040,11.960,7.56,224,0.875,bicubic,-11.044,-6.638,+25
cspresnet50.ra_in1k,68.460,31.540,87.950,12.050,21.62,256,0.887,bilinear,-11.130,-6.762,+21
regnety_064.pycls_in1k,68.450,31.550,88.060,11.940,30.58,224,0.875,bicubic,-11.264,-6.706,+9
tf_efficientnet_el.in1k,68.440,31.560,88.210,11.790,10.59,300,0.904,bicubic,-11.812,-6.908,-27
xcit_tiny_24_p16_224.fb_in1k,68.420,31.580,88.290,11.710,12.12,224,1.000,bicubic,-11.028,-6.588,+27
cait_xxs36_224.fb_dist_in1k,68.410,31.590,88.650,11.350,17.30,224,1.000,bicubic,-11.336,-6.224,+3
skresnext50_32x4d.ra_in1k,68.400,31.600,87.560,12.440,27.48,224,0.875,bicubic,-11.762,-7.080,-21
resnet50.fb_ssl_yfcc100m_ft_in1k,68.380,31.620,88.550,11.450,25.56,224,0.875,bilinear,-10.854,-6.276,+43
fbnetv3_d.ra2_in1k,68.350,31.650,88.430,11.570,10.31,256,0.950,bilinear,-11.332,-6.514,+6
dla102x2.in1k,68.350,31.650,87.890,12.110,41.28,224,0.875,bilinear,-11.094,-6.748,+24
res2net50d.in1k,68.300,31.700,88.110,11.890,25.72,224,0.875,bilinear,-11.954,-6.926,-36
efficientnet_b2_pruned.in1k,68.300,31.700,88.100,11.900,8.31,260,0.890,bicubic,-11.620,-6.752,-18
resmlp_big_24_224.fb_in1k,68.300,31.700,87.540,12.460,129.14,224,0.875,bicubic,-12.736,-7.478,-109
vit_base_patch16_224.sam_in1k,68.290,31.710,87.730,12.270,86.57,224,0.900,bicubic,-11.954,-7.026,-36
resnext50_32x4d.gluon_in1k,68.290,31.710,87.340,12.660,25.03,224,0.875,bicubic,-11.070,-7.090,+25
ecaresnet26t.ra2_in1k,68.260,31.740,88.810,11.190,16.01,320,0.950,bicubic,-11.590,-6.280,-16
efficientformerv2_s1.snap_dist_in1k,68.230,31.770,88.320,11.680,6.19,224,0.950,bicubic,-11.458,-6.734,-2
tf_efficientnet_lite3.in1k,68.230,31.770,87.720,12.280,8.20,300,0.904,bilinear,-11.578,-7.192,-11
resnet101.a3_in1k,68.220,31.780,87.630,12.370,44.55,224,0.950,bicubic,-11.594,-6.976,-13
pit_xs_distilled_224.in1k,68.190,31.810,87.730,12.270,11.00,224,0.900,bicubic,-10.990,-6.632,+35
resnet50.ra_in1k,68.150,31.850,87.900,12.100,25.56,288,0.950,bicubic,-11.686,-7.066,-17
fbnetv3_b.ra2_in1k,68.140,31.860,87.920,12.080,8.60,256,0.950,bilinear,-11.002,-6.822,+35
regnetx_120.pycls_in1k,68.130,31.870,87.610,12.390,46.11,224,0.875,bicubic,-11.458,-7.132,0
resmlp_36_224.fb_in1k,68.090,31.910,88.180,11.820,44.69,224,0.875,bicubic,-11.682,-6.704,-16
resnet50.bt_in1k,68.080,31.920,87.810,12.190,25.56,288,0.950,bicubic,-11.560,-7.082,-5
dpn68b.ra_in1k,68.070,31.930,87.380,12.620,12.61,288,1.000,bicubic,-11.292,-7.058,+12
regnetx_016.tv2_in1k,68.050,31.950,88.230,11.770,9.19,224,0.965,bicubic,-11.386,-6.538,+7
resnetrs50.tf_in1k,68.020,31.980,87.730,12.270,35.69,224,0.910,bicubic,-11.876,-7.242,-32
dpn92.mx_in1k,67.980,32.020,87.600,12.400,37.67,224,0.875,bicubic,-12.058,-7.260,-39
nf_regnet_b1.ra2_in1k,67.970,32.030,88.220,11.780,10.22,288,0.900,bicubic,-11.336,-6.520,+13
resnet50d.gluon_in1k,67.920,32.080,87.120,12.880,25.58,224,0.875,bicubic,-11.158,-7.348,+30
resnetv2_50x1_bit.goog_in21k_ft_in1k,67.900,32.100,89.270,10.730,25.55,448,1.000,bilinear,-12.440,-6.410,-67
levit_192.fb_dist_in1k,67.900,32.100,87.900,12.100,10.95,224,0.900,bicubic,-11.938,-6.884,-29
levit_conv_192.fb_dist_in1k,67.900,32.100,87.890,12.110,10.95,224,0.900,bicubic,-11.938,-6.888,-31
regnetx_080.pycls_in1k,67.890,32.110,87.000,13.000,39.57,224,0.875,bicubic,-11.312,-7.552,+18
tf_efficientnetv2_b1.in1k,67.870,32.130,87.830,12.170,8.14,240,0.882,bicubic,-11.592,-6.892,-5
efficientnet_em.ra2_in1k,67.860,32.140,88.140,11.860,6.90,240,0.882,bicubic,-11.380,-6.654,+13
legacy_seresnext50_32x4d.in1k,67.860,32.140,87.620,12.380,27.56,224,0.875,bilinear,-11.216,-6.812,+24
resnext101_32x8d.tv_in1k,67.840,32.160,87.490,12.510,88.79,224,0.875,bilinear,-11.470,-7.030,+3
resmlp_24_224.fb_in1k,67.820,32.180,87.610,12.390,30.02,224,0.875,bicubic,-11.554,-6.936,-3
lambda_resnet26t.c1_in1k,67.800,32.200,87.790,12.210,10.96,256,0.940,bicubic,-11.288,-6.800,+19
ecaresnet50t.a3_in1k,67.790,32.210,87.560,12.440,25.57,224,0.950,bicubic,-11.762,-7.134,-17
hrnet_w44.ms_in1k,67.770,32.230,87.530,12.470,67.06,224,0.875,bilinear,-11.122,-6.834,+29
hrnet_w48.ms_in1k,67.760,32.240,87.420,12.580,77.47,224,0.875,bilinear,-11.542,-7.096,0
resnet33ts.ra2_in1k,67.730,32.270,88.100,11.900,19.68,288,1.000,bicubic,-11.996,-6.728,-34
coat_lite_mini.in1k,67.710,32.290,87.710,12.290,11.01,224,0.900,bicubic,-11.392,-6.898,+13
tf_efficientnet_b0.ns_jft_in1k,67.700,32.300,88.070,11.930,5.29,224,0.875,bicubic,-10.970,-6.304,+42
resnext50_32x4d.a3_in1k,67.700,32.300,86.930,13.070,25.03,224,0.950,bicubic,-11.568,-7.376,+1
legacy_xception.tf_in1k,67.690,32.310,87.560,12.440,22.86,299,0.897,bicubic,-11.350,-6.822,+15
eca_botnext26ts_256.c1_in1k,67.680,32.320,87.080,12.920,10.59,256,0.950,bicubic,-11.588,-7.526,-3
regnetx_064.pycls_in1k,67.670,32.330,87.530,12.470,26.21,224,0.875,bicubic,-11.396,-6.928,+12
convnext_femto_ols.d1_in1k,67.650,32.350,87.390,12.610,5.23,288,0.950,bicubic,-11.274,-7.136,+18
resnet32ts.ra2_in1k,67.640,32.360,87.580,12.420,17.96,288,1.000,bicubic,-11.752,-7.072,-18
halonet26t.a1h_in1k,67.620,32.380,87.250,12.750,12.48,256,0.950,bicubic,-11.486,-7.056,+4
inception_v3.gluon_in1k,67.590,32.410,87.450,12.550,23.83,299,0.875,bicubic,-11.216,-6.924,+23
hrnet_w40.ms_in1k,67.580,32.420,87.140,12.860,57.56,224,0.875,bilinear,-11.350,-7.324,+13
regnety_040.pycls_in1k,67.570,32.430,87.490,12.510,20.65,224,0.875,bicubic,-11.662,-7.166,-5
resnet101c.gluon_in1k,67.560,32.440,87.160,12.840,44.57,224,0.875,bicubic,-11.982,-7.426,-32
dla169.in1k,67.550,32.450,87.570,12.430,53.39,224,0.875,bilinear,-11.158,-6.776,+28
legacy_seresnet152.in1k,67.550,32.450,87.390,12.610,66.82,224,0.875,bilinear,-11.110,-6.980,+31
tf_efficientnet_b1.ap_in1k,67.520,32.480,87.750,12.250,7.79,240,0.882,bicubic,-11.760,-6.558,-16
efficientnet_b1.ft_in1k,67.520,32.480,87.470,12.530,7.79,256,1.000,bicubic,-11.280,-6.872,+18
mobilevitv2_125.cvnets_in1k,67.480,32.520,87.570,12.430,7.48,256,0.888,bicubic,-12.200,-7.288,-47
tf_efficientnet_cc_b1_8e.in1k,67.480,32.520,87.290,12.710,39.72,240,0.882,bicubic,-11.822,-7.084,-20
eca_halonext26ts.c1_in1k,67.480,32.520,87.240,12.760,10.76,256,0.940,bicubic,-12.006,-7.360,-35
res2net101_26w_4s.in1k,67.460,32.540,87.000,13.000,45.21,224,0.875,bilinear,-11.742,-7.436,-12
resnet101.gluon_in1k,67.450,32.550,87.230,12.770,44.55,224,0.875,bicubic,-11.860,-7.292,-26
res2net50_26w_8s.in1k,67.440,32.560,87.250,12.750,48.40,224,0.875,bilinear,-11.502,-7.044,0
regnety_008_tv.tv2_in1k,67.410,32.590,88.040,11.960,6.43,224,0.965,bicubic,-11.264,-6.346,+20
regnety_032.pycls_in1k,67.410,32.590,87.280,12.720,19.44,224,0.875,bicubic,-11.466,-7.128,+3
resnet34d.ra2_in1k,67.400,32.600,87.960,12.040,21.82,288,0.950,bicubic,-11.036,-6.384,+33
tf_efficientnet_b2.in1k,67.400,32.600,87.580,12.420,9.11,260,0.890,bicubic,-12.204,-7.134,-51
convnextv2_femto.fcmae_ft_in1k,67.340,32.660,87.580,12.420,5.23,288,0.950,bicubic,-11.998,-6.980,-34
cait_xxs24_224.fb_dist_in1k,67.340,32.660,87.520,12.480,11.96,224,1.000,bicubic,-11.044,-6.796,+38
xception41.tf_in1k,67.260,32.740,87.200,12.800,26.97,299,0.903,bicubic,-11.244,-7.076,+20
coat_tiny.in1k,67.240,32.760,87.310,12.690,5.50,224,0.900,bicubic,-11.186,-6.738,+30
regnetx_032.pycls_in1k,67.240,32.760,86.990,13.010,15.30,224,0.875,bicubic,-10.928,-7.092,+47
resnest26d.gluon_in1k,67.220,32.780,87.180,12.820,17.07,224,0.875,bilinear,-11.264,-7.114,+22
convnext_femto.d1_in1k,67.190,32.810,87.480,12.520,5.22,288,0.950,bicubic,-11.526,-6.950,+7
repvgg_b2.rvgg_in1k,67.160,32.840,87.320,12.680,89.02,224,0.875,bilinear,-11.632,-7.100,0
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,67.160,32.840,86.480,13.520,119.42,256,0.900,bicubic,-12.324,-7.658,-52
botnet26t_256.c1_in1k,67.140,32.860,87.510,12.490,12.49,256,0.950,bicubic,-12.116,-7.024,-33
legacy_seresnet101.in1k,67.110,32.890,87.050,12.950,49.33,224,0.875,bilinear,-11.276,-7.212,+27
resnet50s.gluon_in1k,67.080,32.920,86.860,13.140,25.68,224,0.875,bicubic,-11.638,-7.382,+1
dla60x.in1k,67.070,32.930,87.200,12.800,17.35,224,0.875,bilinear,-11.170,-6.834,+36
visformer_tiny.in1k,67.050,32.950,87.060,12.940,10.32,224,0.900,bicubic,-11.112,-7.104,+39
dla60_res2net.in1k,67.040,32.960,87.150,12.850,20.85,224,0.875,bilinear,-11.422,-7.052,+15
resnet34.a1_in1k,67.030,32.970,86.290,13.710,21.80,288,1.000,bicubic,-10.888,-6.624,+53
xcit_tiny_12_p16_224.fb_dist_in1k,67.020,32.980,87.390,12.610,6.72,224,1.000,bicubic,-11.554,-6.808,+3
resnet152.tv_in1k,66.990,33.010,87.550,12.450,60.19,224,0.875,bilinear,-11.332,-6.498,+25
dla102x.in1k,66.980,33.020,86.780,13.220,26.31,224,0.875,bilinear,-11.518,-7.456,+5
lambda_resnet26rpt_256.c1_in1k,66.960,33.040,87.130,12.870,10.99,256,0.940,bicubic,-12.008,-7.308,-26
mixnet_l.ft_in1k,66.960,33.040,86.930,13.070,7.33,224,0.875,bicubic,-12.006,-7.250,-26
repvgg_b1.rvgg_in1k,66.930,33.070,86.780,13.220,57.42,224,0.875,bilinear,-11.438,-7.316,+18
pit_xs_224.in1k,66.920,33.080,87.280,12.720,10.62,224,0.900,bicubic,-11.260,-6.884,+28
resnet50d.a3_in1k,66.920,33.080,86.540,13.460,25.58,224,0.950,bicubic,-11.802,-7.696,-12
pvt_v2_b1.in1k,66.910,33.090,87.420,12.580,14.01,224,0.900,bicubic,-11.792,-7.082,-9
res2net50_26w_6s.in1k,66.910,33.090,86.880,13.120,37.05,224,0.875,bilinear,-11.658,-7.242,-5
tf_efficientnet_b1.aa_in1k,66.900,33.100,87.030,12.970,7.79,240,0.882,bicubic,-11.930,-7.168,-23
xcit_nano_12_p8_384.fb_dist_in1k,66.870,33.130,87.110,12.890,3.05,384,1.000,bicubic,-10.950,-6.930,+47
efficientnet_es.ra_in1k,66.860,33.140,86.710,13.290,5.44,224,0.875,bicubic,-11.194,-7.214,+30
mobilevit_s.cvnets_in1k,66.850,33.150,87.070,12.930,5.58,256,0.900,bicubic,-11.462,-7.074,+14
regnetx_040.pycls_in1k,66.850,33.150,86.740,13.260,22.12,224,0.875,bicubic,-11.642,-7.502,-5
hrnet_w32.ms_in1k,66.780,33.220,87.290,12.710,41.23,224,0.875,bilinear,-11.664,-6.898,-1
resnet50.am_in1k,66.780,33.220,86.740,13.260,25.56,224,0.875,bicubic,-12.218,-7.656,-40
tf_mixnet_l.in1k,66.780,33.220,86.480,13.520,7.33,224,0.875,bicubic,-11.996,-7.522,-25
seresnext26t_32x4d.bt_in1k,66.770,33.230,86.720,13.280,16.81,288,0.950,bicubic,-11.974,-7.592,-24
hrnet_w30.ms_in1k,66.760,33.240,86.790,13.210,37.71,224,0.875,bilinear,-11.432,-7.432,+14
SelecSls60b.in1k,66.760,33.240,86.540,13.460,32.77,224,0.875,bicubic,-11.654,-7.494,-1
hrnet_w18.ms_aug_in1k,66.750,33.250,87.480,12.520,21.30,224,0.950,bilinear,-11.376,-6.572,+17
tf_efficientnetv2_b0.in1k,66.700,33.300,86.690,13.310,7.14,224,0.875,bicubic,-11.658,-7.324,+2
vit_small_patch16_224.augreg_in1k,66.690,33.310,86.720,13.280,22.05,224,0.900,bicubic,-12.156,-7.568,-38
wide_resnet101_2.tv_in1k,66.680,33.320,87.030,12.970,126.89,224,0.875,bilinear,-12.158,-7.252,-39
seresnext26d_32x4d.bt_in1k,66.680,33.320,86.830,13.170,16.81,288,0.950,bicubic,-12.134,-7.410,-36
dla60_res2next.in1k,66.660,33.340,87.020,12.980,17.03,224,0.875,bilinear,-11.774,-7.124,-10
wide_resnet50_2.tv_in1k,66.650,33.350,86.800,13.200,68.88,224,0.875,bilinear,-11.830,-7.286,-15
inception_v3.tf_adv_in1k,66.630,33.370,86.590,13.410,23.83,299,0.875,bicubic,-10.962,-7.140,+39
mobilevitv2_100.cvnets_in1k,66.610,33.390,87.020,12.980,4.90,256,0.888,bicubic,-11.466,-7.150,+12
vit_tiny_patch16_384.augreg_in21k_ft_in1k,66.580,33.420,87.250,12.750,5.79,384,1.000,bicubic,-11.844,-7.290,-13
cs3darknet_m.c2ns_in1k,66.580,33.420,87.180,12.820,9.31,288,0.950,bicubic,-11.054,-6.836,+35
levit_128.fb_dist_in1k,66.560,33.440,86.740,13.260,9.21,224,0.900,bicubic,-11.930,-7.272,-22
levit_conv_128.fb_dist_in1k,66.550,33.450,86.730,13.270,9.21,224,0.900,bicubic,-11.944,-7.278,-25
resnet50c.gluon_in1k,66.540,33.460,86.170,13.830,25.58,224,0.875,bicubic,-11.472,-7.818,+12
dla102.in1k,66.530,33.470,86.900,13.100,33.27,224,0.875,bilinear,-11.492,-7.032,+10
tf_efficientnet_b1.in1k,66.530,33.470,86.710,13.290,7.79,240,0.882,bicubic,-12.030,-7.384,-31
vit_base_patch16_224.augreg_in1k,66.480,33.520,86.260,13.740,86.57,224,0.900,bicubic,-12.674,-7.830,-70
vit_base_patch32_384.augreg_in1k,66.430,33.570,86.960,13.040,88.30,384,1.000,bicubic,-12.322,-7.264,-46
gmixer_24_224.ra3_in1k,66.430,33.570,86.160,13.840,24.72,224,0.875,bicubic,-11.596,-7.508,+6
inception_v3.tf_in1k,66.420,33.580,86.680,13.320,23.83,299,0.875,bicubic,-11.442,-7.186,+17
bat_resnext26ts.ch_in1k,66.390,33.610,86.850,13.150,10.73,256,0.900,bicubic,-11.862,-7.248,-12
hardcorenas_f.miil_green_in1k,66.360,33.640,86.190,13.810,8.20,224,0.875,bilinear,-11.738,-7.616,-2
seresnext26ts.ch_in1k,66.330,33.670,86.710,13.290,10.39,288,1.000,bicubic,-11.942,-7.384,-15
coat_lite_tiny.in1k,66.290,33.710,86.960,13.040,5.72,224,0.900,bicubic,-11.230,-6.962,+26
eca_resnext26ts.ch_in1k,66.270,33.730,86.410,13.590,10.30,288,1.000,bicubic,-11.730,-7.516,+3
legacy_seresnet50.in1k,66.270,33.730,86.300,13.700,28.09,224,0.875,bilinear,-11.374,-7.458,+18
efficientnet_b0.ra_in1k,66.250,33.750,85.970,14.030,5.29,224,0.875,bicubic,-11.444,-7.562,+15
cs3darknet_focus_m.c2ns_in1k,66.230,33.770,87.080,12.920,9.30,288,0.950,bicubic,-11.054,-6.886,+36
SelecSls60.in1k,66.220,33.780,86.330,13.670,30.67,224,0.875,bicubic,-11.764,-7.502,0
tf_efficientnet_cc_b0_8e.in1k,66.210,33.790,86.230,13.770,24.01,224,0.875,bicubic,-11.696,-7.430,+4
tf_efficientnet_em.in1k,66.170,33.830,86.350,13.650,6.90,240,0.882,bicubic,-11.952,-7.696,-12
res2net50_26w_4s.in1k,66.150,33.850,86.610,13.390,25.70,224,0.875,bilinear,-11.800,-7.242,-1
resnext50_32x4d.tv_in1k,66.150,33.850,86.040,13.960,25.03,224,0.875,bilinear,-11.468,-7.656,+13
resmlp_12_224.fb_distilled_in1k,66.120,33.880,86.620,13.380,15.35,224,0.875,bicubic,-11.834,-6.940,-6
densenetblur121d.ra_in1k,66.120,33.880,86.600,13.400,8.00,288,0.950,bicubic,-11.200,-7.190,+25
inception_v3.tv_in1k,66.120,33.880,86.330,13.670,23.83,299,0.875,bicubic,-11.314,-7.144,+20
resnet50.a3_in1k,66.100,33.900,85.820,14.180,25.56,224,0.950,bicubic,-11.948,-7.960,-14
efficientnet_b1_pruned.in1k,66.080,33.920,86.550,13.450,6.33,240,0.882,bicubic,-12.162,-7.342,-27
regnety_016.pycls_in1k,66.080,33.920,86.370,13.630,11.20,224,0.875,bicubic,-11.782,-7.348,-3
resnet26t.ra2_in1k,66.070,33.930,86.680,13.320,16.01,320,1.000,bicubic,-12.262,-7.444,-35
gcresnext26ts.ch_in1k,66.040,33.960,86.750,13.250,10.48,288,1.000,bicubic,-12.374,-7.420,-41
resnet50.gluon_in1k,66.030,33.970,86.280,13.720,25.56,224,0.875,bicubic,-11.550,-7.438,+7
rexnet_100.nav_in1k,66.020,33.980,86.490,13.510,4.80,224,0.875,bicubic,-11.842,-7.154,-8
tinynet_a.in1k,66.020,33.980,85.790,14.210,6.19,192,0.875,bicubic,-11.638,-7.750,-1
res2net50_14w_8s.in1k,66.000,34.000,86.230,13.770,25.06,224,0.875,bilinear,-12.158,-7.616,-28
poolformerv2_s12.sail_in1k,65.890,34.110,86.510,13.490,11.89,224,1.000,bicubic,-12.114,-7.354,-19
resnet34.a2_in1k,65.870,34.130,86.140,13.860,21.80,288,1.000,bicubic,-11.288,-7.134,+23
densenet161.tv_in1k,65.850,34.150,86.460,13.540,28.68,224,0.875,bicubic,-11.508,-7.182,+10
res2next50.in1k,65.850,34.150,85.830,14.170,24.67,224,0.875,bilinear,-12.392,-8.006,-39
convnextv2_atto.fcmae_ft_in1k,65.840,34.160,86.170,13.830,3.71,288,0.950,bicubic,-11.920,-7.556,-10
repvgg_b1g4.rvgg_in1k,65.820,34.180,86.110,13.890,39.97,224,0.875,bilinear,-11.762,-7.726,-4
hardcorenas_e.miil_green_in1k,65.820,34.180,85.970,14.030,8.07,224,0.875,bilinear,-11.964,-7.728,-12
regnetx_008.tv2_in1k,65.810,34.190,86.210,13.790,7.26,224,0.965,bicubic,-11.494,-7.456,+7
xcit_tiny_12_p16_224.fb_in1k,65.790,34.210,86.220,13.780,6.72,224,1.000,bicubic,-11.350,-7.496,+16
mobilenetv3_large_100.miil_in21k_ft_in1k,65.790,34.210,85.170,14.830,5.48,224,0.875,bilinear,-12.128,-8.596,-21
ese_vovnet19b_dw.ra_in1k,65.760,34.240,86.480,13.520,6.54,288,0.950,bicubic,-11.984,-7.308,-15
skresnet34.ra_in1k,65.740,34.260,85.950,14.050,22.28,224,0.875,bicubic,-11.170,-7.194,+25
resnet101.tv_in1k,65.700,34.300,85.990,14.010,44.55,224,0.875,bilinear,-11.676,-7.552,-1
convnext_tiny.fb_in22k_ft_in1k,65.650,34.350,86.620,13.380,28.59,288,1.000,bicubic,-13.248,-8.054,-97
hardcorenas_d.miil_green_in1k,65.650,34.350,85.450,14.550,7.50,224,0.875,bilinear,-11.790,-8.040,-6
poolformer_s12.sail_in1k,65.630,34.370,86.210,13.790,11.92,224,0.900,bicubic,-11.604,-7.322,+5
dpn68b.mx_in1k,65.620,34.380,85.950,14.050,12.61,224,0.875,bicubic,-11.898,-7.902,-11
SelecSls42b.in1k,65.610,34.390,85.840,14.160,32.46,224,0.875,bicubic,-11.560,-7.552,+6
convnext_atto_ols.a2_in1k,65.600,34.400,86.260,13.740,3.70,288,0.950,bicubic,-11.616,-7.416,+3
tf_efficientnet_b0.ap_in1k,65.500,34.500,85.570,14.430,5.29,224,0.875,bicubic,-11.590,-7.692,+8
tf_efficientnet_lite2.in1k,65.400,34.600,86.020,13.980,6.09,260,0.890,bicubic,-12.064,-7.730,-13
convmixer_1024_20_ks9_p14.in1k,65.390,34.610,85.610,14.390,24.38,224,0.960,bicubic,-11.546,-7.740,+13
res2net50_48w_2s.in1k,65.360,34.640,85.960,14.040,25.29,224,0.875,bilinear,-12.154,-7.592,-16
resnet26d.bt_in1k,65.340,34.660,86.000,14.000,16.01,288,0.950,bicubic,-12.068,-7.638,-13
densenet201.tv_in1k,65.270,34.730,85.670,14.330,20.01,224,0.875,bicubic,-12.016,-7.810,-7
dla60.in1k,65.230,34.770,85.750,14.250,22.04,224,0.875,bilinear,-11.816,-7.568,+4
seresnet50.a3_in1k,65.190,34.810,85.300,14.700,28.09,224,0.950,bicubic,-11.838,-7.774,+4
crossvit_9_dagger_240.in1k,65.180,34.820,86.570,13.430,8.78,240,0.875,bicubic,-11.800,-7.050,+5
gernet_s.idstcv_in1k,65.150,34.850,85.530,14.470,8.17,224,0.875,bilinear,-11.760,-7.786,+9
tf_efficientnet_cc_b0_4e.in1k,65.150,34.850,85.140,14.860,13.31,224,0.875,bicubic,-12.152,-8.196,-13
mobilenetv2_120d.ra_in1k,65.060,34.940,85.980,14.020,5.83,224,0.875,bicubic,-12.242,-7.524,-15
legacy_seresnext26_32x4d.in1k,65.030,34.970,85.630,14.370,16.79,224,0.875,bicubic,-12.078,-7.684,-5
resnet34.bt_in1k,64.930,35.070,86.200,13.800,21.80,288,0.950,bicubic,-11.550,-7.154,+18
convnext_atto.d2_in1k,64.920,35.080,86.230,13.770,3.70,288,0.950,bicubic,-12.088,-7.472,-2
hrnet_w18.ms_in1k,64.920,35.080,85.730,14.270,21.30,224,0.875,bilinear,-11.832,-7.714,+5
resnext26ts.ra2_in1k,64.890,35.110,85.710,14.290,10.30,288,1.000,bicubic,-12.284,-7.754,-13
hardcorenas_c.miil_green_in1k,64.880,35.120,85.260,14.740,5.52,224,0.875,bilinear,-12.178,-7.908,-8
efficientformerv2_s0.snap_dist_in1k,64.790,35.210,85.650,14.350,3.60,224,0.950,bicubic,-11.328,-7.210,+19
densenet169.tv_in1k,64.790,35.210,85.250,14.750,14.15,224,0.875,bicubic,-11.110,-7.778,+25
mixnet_m.ft_in1k,64.660,35.340,85.460,14.540,5.01,224,0.875,bicubic,-12.598,-7.958,-20
xcit_nano_12_p8_224.fb_dist_in1k,64.610,35.390,85.990,14.010,3.05,224,1.000,bicubic,-11.722,-7.104,+14
levit_128s.fb_dist_in1k,64.590,35.410,84.730,15.270,7.78,224,0.900,bicubic,-11.936,-8.142,+5
levit_conv_128s.fb_dist_in1k,64.590,35.410,84.730,15.270,7.78,224,0.900,bicubic,-11.930,-8.256,+6
repvgg_a2.rvgg_in1k,64.460,35.540,85.140,14.860,28.21,224,0.875,bilinear,-11.998,-7.862,+8
xcit_nano_12_p16_384.fb_dist_in1k,64.420,35.580,85.310,14.690,3.05,384,1.000,bicubic,-11.038,-7.386,+28
tf_efficientnet_lite1.in1k,64.380,35.620,85.480,14.520,5.42,240,0.882,bicubic,-12.264,-7.750,-5
regnetx_016.pycls_in1k,64.380,35.620,85.470,14.530,9.19,224,0.875,bicubic,-12.544,-7.946,-10
hardcorenas_b.miil_green_in1k,64.370,35.630,84.880,15.120,5.18,224,0.875,bilinear,-12.166,-7.880,-3
resmlp_12_224.fb_in1k,64.350,35.650,85.590,14.410,15.35,224,0.875,bicubic,-12.298,-7.588,-8
tf_efficientnet_b0.aa_in1k,64.300,35.700,85.270,14.730,5.29,224,0.875,bicubic,-12.534,-7.950,-11
tf_mixnet_m.in1k,64.260,35.740,85.100,14.900,5.01,224,0.875,bicubic,-12.694,-8.054,-17
densenet121.ra_in1k,64.250,35.750,85.830,14.170,7.98,288,0.950,bicubic,-12.250,-7.538,-2
resnet26.bt_in1k,64.200,35.800,85.210,14.790,16.00,288,0.950,bicubic,-12.166,-7.970,0
tf_efficientnet_es.in1k,64.200,35.800,84.740,15.260,5.44,224,0.875,bicubic,-12.400,-8.462,-10
regnety_008.pycls_in1k,64.150,35.850,85.250,14.750,6.26,224,0.875,bicubic,-12.152,-7.810,+1
dpn68.mx_in1k,64.120,35.880,85.080,14.920,12.61,224,0.875,bicubic,-12.226,-7.928,-2
vit_small_patch32_224.augreg_in21k_ft_in1k,64.090,35.910,85.550,14.450,22.88,224,0.900,bicubic,-11.904,-7.248,+2
mobilenetv2_140.ra_in1k,64.070,35.930,85.030,14.970,6.11,224,0.875,bicubic,-12.450,-7.836,-10
hardcorenas_a.miil_green_in1k,63.690,36.310,84.400,15.600,5.26,224,0.875,bilinear,-12.240,-8.110,+3
resnest14d.gluon_in1k,63.620,36.380,84.230,15.770,10.61,224,0.875,bilinear,-11.890,-8.274,+11
regnety_004.tv2_in1k,63.600,36.400,84.870,15.130,4.34,224,0.965,bicubic,-11.998,-7.826,+8
mobilevitv2_075.cvnets_in1k,63.590,36.410,84.950,15.050,2.87,256,0.888,bicubic,-12.018,-7.794,+6
tf_mixnet_s.in1k,63.580,36.420,84.270,15.730,4.13,224,0.875,bicubic,-12.072,-8.366,+3
tf_efficientnet_b0.in1k,63.520,36.480,84.860,15.140,5.29,224,0.875,bicubic,-13.012,-8.148,-18
mixnet_s.ft_in1k,63.390,36.610,84.700,15.300,4.13,224,0.875,bicubic,-12.604,-8.570,-5
mobilenetv3_large_100.ra_in1k,63.380,36.620,84.080,15.920,5.48,224,0.875,bicubic,-12.386,-8.458,-2
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,63.330,36.670,85.270,14.730,6.36,384,1.000,bicubic,-12.632,-7.994,-7
resnet50.tv_in1k,63.330,36.670,84.670,15.330,25.56,224,0.875,bilinear,-12.800,-8.188,-10
efficientnet_es_pruned.in1k,63.310,36.690,84.950,15.050,5.44,224,0.875,bicubic,-11.704,-7.496,+13
mixer_b16_224.goog_in21k_ft_in1k,63.290,36.710,83.340,16.660,59.88,224,0.875,bicubic,-13.312,-8.884,-27
mobilenetv3_rw.rmsp_in1k,63.240,36.760,84.520,15.480,5.48,224,0.875,bicubic,-12.380,-8.184,-4
efficientnet_lite0.ra_in1k,63.230,36.770,84.410,15.590,4.65,224,0.875,bicubic,-12.250,-8.112,0
semnasnet_100.rmsp_in1k,63.170,36.830,84.540,15.460,3.89,224,0.875,bicubic,-12.280,-8.054,+2
vit_tiny_patch16_224.augreg_in21k_ft_in1k,63.120,36.880,84.900,15.100,5.72,224,0.900,bicubic,-12.334,-7.944,0
regnety_006.pycls_in1k,63.090,36.910,84.240,15.760,6.06,224,0.875,bicubic,-12.180,-8.286,+1
pit_ti_distilled_224.in1k,63.020,36.980,83.810,16.190,5.10,224,0.900,bicubic,-11.234,-8.144,+18
mobilevit_xs.cvnets_in1k,62.940,37.060,84.810,15.190,2.32,256,0.900,bicubic,-11.696,-7.536,+12
densenet121.tv_in1k,62.940,37.060,84.250,15.750,7.98,224,0.875,bicubic,-11.824,-7.904,+10
legacy_seresnet34.in1k,62.880,37.120,84.230,15.770,21.96,224,0.875,bilinear,-11.928,-7.896,+7
hrnet_w18_small_v2.ms_in1k,62.830,37.170,83.970,16.030,15.60,224,0.875,bilinear,-12.284,-8.444,-1
edgenext_x_small.in1k,62.810,37.190,84.670,15.330,2.34,288,1.000,bicubic,-12.878,-8.096,-16
mobilenetv2_110d.ra_in1k,62.810,37.190,84.500,15.500,4.52,224,0.875,bicubic,-12.246,-7.686,-2
deit_tiny_distilled_patch16_224.fb_in1k,62.780,37.220,83.920,16.080,5.91,224,0.900,bicubic,-11.720,-7.972,+10
resnet18.fb_swsl_ig1b_ft_in1k,62.750,37.250,84.300,15.700,11.69,224,0.875,bilinear,-10.532,-7.432,+23
repvgg_b0.rvgg_in1k,62.720,37.280,83.870,16.130,15.82,224,0.875,bilinear,-12.422,-8.546,-8
tinynet_b.in1k,62.710,37.290,84.220,15.780,3.73,188,0.875,bicubic,-12.268,-7.966,-3
tf_efficientnet_lite0.in1k,62.570,37.430,84.230,15.770,4.65,224,0.875,bicubic,-12.260,-7.942,-2
xcit_nano_12_p8_224.fb_in1k,62.560,37.440,84.200,15.800,3.05,224,1.000,bicubic,-11.356,-7.970,+12
resnet34.gluon_in1k,62.550,37.450,84.000,16.000,21.80,224,0.875,bicubic,-12.028,-7.984,+3
dla34.in1k,62.490,37.510,83.920,16.080,15.74,224,0.875,bilinear,-12.148,-8.144,-1
regnetx_008.pycls_in1k,62.480,37.520,84.020,15.980,7.26,224,0.875,bicubic,-12.550,-8.318,-10
fbnetc_100.rmsp_in1k,62.450,37.550,83.370,16.630,5.57,224,0.875,bilinear,-12.680,-9.018,-14
tf_mobilenetv3_large_100.in1k,62.440,37.560,83.950,16.050,5.48,224,0.875,bilinear,-13.076,-8.644,-23
crossvit_9_240.in1k,62.260,37.740,84.250,15.750,8.55,240,0.875,bicubic,-11.698,-7.718,+5
crossvit_tiny_240.in1k,62.080,37.920,83.610,16.390,7.01,240,0.875,bicubic,-11.256,-8.298,+11
regnetx_004_tv.tv2_in1k,62.060,37.940,83.770,16.230,5.50,224,0.965,bicubic,-12.536,-8.408,-5
resnet18d.ra2_in1k,62.000,38.000,83.790,16.210,11.71,288,0.950,bicubic,-11.794,-8.048,+5
mnasnet_100.rmsp_in1k,61.920,38.080,83.720,16.280,4.38,224,0.875,bicubic,-12.730,-8.404,-10
vgg19_bn.tv_in1k,61.870,38.130,83.450,16.550,143.68,224,0.875,bilinear,-12.346,-8.394,-4
regnety_004.pycls_in1k,61.840,38.160,83.410,16.590,4.34,224,0.875,bicubic,-12.188,-8.340,-3
convit_tiny.fb_in1k,61.590,38.410,84.090,15.910,5.71,224,0.875,bicubic,-11.522,-7.622,+8
resnet18.a1_in1k,61.580,38.420,82.470,17.530,11.69,288,1.000,bicubic,-11.578,-8.556,+6
resnet34.a3_in1k,61.490,38.510,82.600,17.400,21.80,224,0.950,bicubic,-11.480,-8.508,+10
resnet18.fb_ssl_yfcc100m_ft_in1k,61.470,38.530,83.330,16.670,11.69,224,0.875,bilinear,-11.124,-8.088,+11
regnetx_006.pycls_in1k,61.360,38.640,83.450,16.550,6.20,224,0.875,bicubic,-12.508,-8.228,-4
spnasnet_100.rmsp_in1k,61.230,38.770,82.760,17.240,4.42,224,0.875,bilinear,-12.856,-9.060,-10
resnet34.tv_in1k,61.220,38.780,82.720,17.280,21.80,224,0.875,bilinear,,,
vit_base_patch32_224.augreg_in1k,61.040,38.960,82.730,17.270,88.22,224,0.900,bicubic,-13.854,-9.048,-24
pit_ti_224.in1k,60.970,39.030,83.860,16.140,4.85,224,0.900,bicubic,-11.940,-7.540,+5
skresnet18.ra_in1k,60.850,39.150,82.850,17.150,11.96,224,0.875,bicubic,-12.188,-8.322,0
ghostnet_100.in1k,60.810,39.190,82.380,17.620,5.18,224,0.875,bilinear,-13.172,-9.086,-13
vgg16_bn.tv_in1k,60.770,39.230,82.960,17.040,138.37,224,0.875,bilinear,-12.600,-8.554,-7
semnasnet_075.rmsp_in1k,60.710,39.290,82.540,17.460,2.91,224,0.875,bicubic,-12.282,-8.598,-2
tf_mobilenetv3_large_075.in1k,60.390,39.610,81.950,18.050,3.99,224,0.875,bilinear,-13.042,-9.402,-10
xcit_nano_12_p16_224.fb_dist_in1k,60.240,39.760,82.490,17.510,3.05,224,1.000,bicubic,-12.070,-8.370,+5
resnet18.a2_in1k,60.210,39.790,81.840,18.160,11.69,288,1.000,bicubic,-12.162,-8.756,+2
mobilenetv2_100.ra_in1k,60.170,39.830,82.210,17.790,3.50,224,0.875,bicubic,-12.806,-8.800,-5
vit_base_patch32_224.sam_in1k,59.990,40.010,81.220,18.780,88.22,224,0.900,bicubic,-13.704,-9.794,-15
deit_tiny_patch16_224.fb_in1k,59.800,40.200,82.670,17.330,5.72,224,0.900,bicubic,-12.372,-8.442,+4
legacy_seresnet18.in1k,59.790,40.210,81.680,18.320,11.78,224,0.875,bicubic,-11.976,-8.652,+8
vgg19.tv_in1k,59.710,40.290,81.460,18.540,143.67,224,0.875,bilinear,-12.668,-9.414,-4
edgenext_xx_small.in1k,59.410,40.590,81.840,18.160,1.33,288,1.000,bicubic,-12.468,-8.712,+4
regnetx_004.pycls_in1k,59.410,40.590,81.740,18.260,5.16,224,0.875,bicubic,-12.988,-9.088,-7
tf_mobilenetv3_large_minimal_100.in1k,59.090,40.910,81.130,18.870,3.92,224,0.875,bilinear,-13.168,-9.508,-3
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,59.080,40.920,81.760,18.240,6.34,224,0.900,bicubic,-12.718,-9.064,+2
hrnet_w18_small.ms_in1k,58.960,41.040,81.340,18.660,13.19,224,0.875,bilinear,-13.378,-9.338,-7
vgg13_bn.tv_in1k,58.960,41.040,81.090,18.910,133.05,224,0.875,bilinear,-12.628,-9.288,+3
lcnet_100.ra2_in1k,58.930,41.070,81.200,18.800,2.95,224,0.875,bicubic,-13.166,-9.162,-4
vgg16.tv_in1k,58.830,41.170,81.660,18.340,138.36,224,0.875,bilinear,-12.762,-8.724,0
pvt_v2_b0.in1k,58.770,41.230,82.120,17.880,3.67,224,0.900,bicubic,-11.890,-8.076,+3
resnet18.gluon_in1k,58.340,41.660,80.970,19.030,11.69,224,0.875,bicubic,-12.498,-8.784,+1
xcit_nano_12_p16_224.fb_in1k,58.330,41.670,80.920,19.080,3.05,224,1.000,bicubic,-11.632,-8.842,+5
tinynet_c.in1k,58.200,41.800,80.280,19.720,2.46,184,0.875,bicubic,-13.040,-9.454,-2
resnet14t.c3_in1k,58.180,41.820,80.300,19.700,10.08,224,0.950,bicubic,-14.074,-10.002,-12
mobilevitv2_050.cvnets_in1k,57.710,42.290,80.880,19.120,1.37,256,0.888,bicubic,-12.428,-9.040,+1
vgg11_bn.tv_in1k,57.410,42.590,80.010,19.990,132.87,224,0.875,bilinear,-12.972,-9.798,-2
resnet18.tv_in1k,57.170,42.830,80.190,19.810,11.69,224,0.875,bilinear,-12.590,-8.880,+2
mobilevit_xxs.cvnets_in1k,57.160,42.840,79.750,20.250,1.27,256,0.900,bicubic,-11.772,-9.192,+3
vgg13.tv_in1k,57.140,42.860,79.550,20.450,133.05,224,0.875,bilinear,-12.792,-9.700,-1
regnety_002.pycls_in1k,57.040,42.960,79.880,20.120,3.16,224,0.875,bicubic,-13.238,-9.648,-5
mixer_l16_224.goog_in21k_ft_in1k,56.660,43.340,76.010,23.990,208.20,224,0.875,bicubic,-15.394,-11.664,-16
regnetx_002.pycls_in1k,56.080,43.920,79.190,20.810,2.68,224,0.875,bicubic,-12.666,-9.346,+1
dla60x_c.in1k,56.010,43.990,78.980,21.020,1.32,224,0.875,bilinear,-11.888,-9.442,+4
resnet18.a3_in1k,56.000,44.000,78.980,21.020,11.69,224,0.950,bicubic,-12.254,-9.196,+1
vgg11.tv_in1k,55.820,44.180,78.830,21.170,132.86,224,0.875,bilinear,-13.202,-9.794,-5
resnet10t.c3_in1k,55.560,44.440,78.440,21.560,5.44,224,0.950,bicubic,-12.798,-9.600,-2
lcnet_075.ra2_in1k,55.440,44.560,78.350,21.650,2.36,224,0.875,bicubic,-13.342,-10.010,-5
mobilenetv3_small_100.lamb_in1k,54.690,45.310,77.760,22.240,2.54,224,0.875,bicubic,-12.966,-9.876,0
tf_mobilenetv3_small_100.in1k,54.470,45.530,77.080,22.920,2.54,224,0.875,bilinear,-13.448,-10.594,-3
tinynet_d.in1k,53.420,46.580,76.320,23.680,2.34,152,0.875,bicubic,-13.554,-10.742,-1
mnasnet_small.lamb_in1k,53.270,46.730,75.910,24.090,2.03,224,0.875,bicubic,-12.926,-10.594,-1
dla46x_c.in1k,53.040,46.960,76.820,23.180,1.07,224,0.875,bilinear,-12.948,-10.160,-1
mobilenetv2_050.lamb_in1k,52.860,47.140,75.460,24.540,1.97,224,0.875,bicubic,-13.090,-10.628,-1
dla46_c.in1k,52.190,47.810,75.680,24.320,1.30,224,0.875,bilinear,-12.682,-10.618,+1
tf_mobilenetv3_small_075.in1k,52.180,47.820,75.450,24.550,2.04,224,0.875,bilinear,-13.548,-10.676,-2
mobilenetv3_small_075.lamb_in1k,51.920,48.080,74.740,25.260,2.04,224,0.875,bicubic,-13.314,-10.706,-2
lcnet_050.ra2_in1k,49.980,50.020,73.450,26.550,1.88,224,0.875,bicubic,-13.140,-10.936,-1
tf_mobilenetv3_small_minimal_100.in1k,49.530,50.470,73.030,26.970,2.04,224,0.875,bilinear,-13.360,-11.210,-1
tinynet_e.in1k,46.720,53.280,70.350,29.650,2.04,106,0.875,bicubic,-13.146,-11.414,-1
mobilenetv3_small_050.lamb_in1k,44.850,55.150,67.680,32.320,1.59,224,0.875,bicubic,-13.060,-12.500,-1