You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
pytorch-image-models/results/results-imagenet-a-clean.csv

792 lines
55 KiB

model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation
eva_giant_patch14_560.m30m_ft_in22k_in1k,98.820,1.180,99.900,0.100,"1,014.45",560,1.000,bicubic
eva_giant_patch14_336.clip_ft_in1k,98.820,1.180,99.820,0.180,"1,013.01",336,1.000,bicubic
eva_giant_patch14_336.m30m_ft_in22k_in1k,98.810,1.190,99.900,0.100,"1,013.01",336,1.000,bicubic
eva_large_patch14_336.in22k_ft_in22k_in1k,98.740,1.260,99.810,0.190,304.53,336,1.000,bicubic
eva_large_patch14_336.in22k_ft_in1k,98.710,1.290,99.870,0.130,304.53,336,1.000,bicubic
maxvit_base_tf_512.in21k_ft_in1k,98.630,1.370,99.800,0.200,119.88,512,1.000,bicubic
maxvit_xlarge_tf_512.in21k_ft_in1k,98.620,1.380,99.800,0.200,475.77,512,1.000,bicubic
maxvit_large_tf_512.in21k_ft_in1k,98.620,1.380,99.790,0.210,212.33,512,1.000,bicubic
beit_large_patch16_512.in22k_ft_in22k_in1k,98.560,1.440,99.840,0.160,305.67,512,1.000,bicubic
tf_efficientnet_l2.ns_jft_in1k,98.550,1.450,99.820,0.180,480.31,800,0.960,bicubic
beitv2_large_patch16_224.in1k_ft_in22k_in1k,98.540,1.460,99.760,0.240,304.43,224,0.950,bicubic
beit_large_patch16_384.in22k_ft_in22k_in1k,98.520,1.480,99.820,0.180,305.00,384,1.000,bicubic
maxvit_base_tf_384.in21k_ft_in1k,98.520,1.480,99.750,0.250,119.65,384,1.000,bicubic
tf_efficientnet_l2.ns_jft_in1k_475,98.500,1.500,99.830,0.170,480.31,475,0.936,bicubic
maxvit_xlarge_tf_384.in21k_ft_in1k,98.500,1.500,99.780,0.220,475.32,384,1.000,bicubic
maxvit_large_tf_384.in21k_ft_in1k,98.490,1.510,99.750,0.250,212.03,384,1.000,bicubic
eva_giant_patch14_224.clip_ft_in1k,98.480,1.520,99.820,0.180,"1,012.56",224,1.000,bicubic
deit3_large_patch16_384_in21ft1k,98.460,1.540,99.760,0.240,304.76,384,1.000,bicubic
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,98.430,1.570,99.810,0.190,632.46,336,1.000,bicubic
eva_large_patch14_196.in22k_ft_in22k_in1k,98.430,1.570,99.770,0.230,304.14,196,1.000,bicubic
convnext_xlarge.fb_in22k_ft_in1k_384,98.420,1.580,99.810,0.190,350.20,384,1.000,bicubic
eva_large_patch14_196.in22k_ft_in1k,98.350,1.650,99.820,0.180,304.14,196,1.000,bicubic
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,98.330,1.670,99.760,0.240,304.53,336,1.000,bicubic
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,98.270,1.730,99.760,0.240,632.05,224,1.000,bicubic
vit_large_patch14_clip_336.openai_ft_in12k_in1k,98.260,1.740,99.770,0.230,304.53,336,1.000,bicubic
convnext_large.fb_in22k_ft_in1k_384,98.230,1.770,99.750,0.250,197.77,384,1.000,bicubic
vit_large_patch16_384.augreg_in21k_ft_in1k,98.220,1.780,99.800,0.200,304.72,384,1.000,bicubic
vit_large_patch14_clip_224.openai_ft_in12k_in1k,98.220,1.780,99.730,0.270,304.20,224,1.000,bicubic
vit_large_patch14_clip_336.laion2b_ft_in1k,98.220,1.780,99.720,0.280,304.53,336,1.000,bicubic
vit_base_patch16_clip_384.openai_ft_in12k_in1k,98.200,1.800,99.660,0.340,86.86,384,0.950,bicubic
beit_large_patch16_224.in22k_ft_in22k_in1k,98.180,1.820,99.760,0.240,304.43,224,0.900,bicubic
deit3_large_patch16_224_in21ft1k,98.170,1.830,99.760,0.240,304.37,224,1.000,bicubic
deit3_huge_patch14_224_in21ft1k,98.170,1.830,99.730,0.270,632.13,224,1.000,bicubic
vit_large_patch14_clip_224.openai_ft_in1k,98.160,1.840,99.660,0.340,304.20,224,1.000,bicubic
swinv2_large_window12to24_192to384_22kft1k,98.150,1.850,99.690,0.310,196.74,384,1.000,bicubic
swinv2_base_window12to24_192to384_22kft1k,98.140,1.860,99.780,0.220,87.92,384,1.000,bicubic
convnext_xlarge.fb_in22k_ft_in1k,98.120,1.880,99.780,0.220,350.20,288,1.000,bicubic
convnext_large.fb_in22k_ft_in1k,98.120,1.880,99.750,0.250,197.77,288,1.000,bicubic
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,98.080,1.920,99.760,0.240,304.20,224,1.000,bicubic
convnext_base.fb_in22k_ft_in1k_384,98.070,1.930,99.650,0.350,88.59,384,1.000,bicubic
swin_large_patch4_window12_384,98.040,1.960,99.690,0.310,196.74,384,1.000,bicubic
vit_huge_patch14_clip_224.laion2b_ft_in1k,98.020,1.980,99.720,0.280,632.05,224,1.000,bicubic
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,98.010,1.990,99.660,0.340,86.86,384,1.000,bicubic
tf_efficientnet_b7.ns_jft_in1k,97.910,2.090,99.720,0.280,66.35,600,0.949,bicubic
tf_efficientnetv2_xl.in21k_ft_in1k,97.910,2.090,99.570,0.430,208.12,512,1.000,bicubic
vit_large_patch14_clip_224.laion2b_ft_in1k,97.900,2.100,99.650,0.350,304.20,224,1.000,bicubic
swin_base_patch4_window12_384,97.890,2.110,99.710,0.290,87.90,384,1.000,bicubic
convnext_base.fb_in22k_ft_in1k,97.860,2.140,99.680,0.320,88.59,288,1.000,bicubic
vit_large_r50_s32_384.augreg_in21k_ft_in1k,97.860,2.140,99.670,0.330,329.09,384,1.000,bicubic
swinv2_large_window12to16_192to256_22kft1k,97.860,2.140,99.650,0.350,196.74,256,0.900,bicubic
deit3_base_patch16_384_in21ft1k,97.840,2.160,99.680,0.320,86.88,384,1.000,bicubic
vit_base_patch16_384.augreg_in21k_ft_in1k,97.840,2.160,99.670,0.330,86.86,384,1.000,bicubic
maxvit_large_tf_512.in1k,97.830,2.170,99.560,0.440,212.33,512,1.000,bicubic
beit_base_patch16_384.in22k_ft_in22k_in1k,97.820,2.180,99.700,0.300,86.74,384,1.000,bicubic
tf_efficientnetv2_m.in21k_ft_in1k,97.820,2.180,99.600,0.400,54.14,480,1.000,bicubic
tf_efficientnetv2_l.in21k_ft_in1k,97.800,2.200,99.770,0.230,118.52,480,1.000,bicubic
volo_d5_512,97.770,2.230,99.670,0.330,296.09,512,1.150,bicubic
volo_d5_448,97.760,2.240,99.620,0.380,295.91,448,1.150,bicubic
maxvit_small_tf_512.in1k,97.750,2.250,99.550,0.450,69.13,512,1.000,bicubic
maxvit_base_tf_512.in1k,97.740,2.260,99.610,0.390,119.88,512,1.000,bicubic
vit_base_patch16_clip_384.laion2b_ft_in1k,97.730,2.270,99.630,0.370,86.86,384,1.000,bicubic
vit_base_patch8_224.augreg2_in21k_ft_in1k,97.710,2.290,99.650,0.350,86.58,224,0.900,bicubic
beitv2_base_patch16_224.in1k_ft_in22k_in1k,97.690,2.310,99.680,0.320,86.53,224,0.900,bicubic
volo_d4_448,97.670,2.330,99.610,0.390,193.41,448,1.150,bicubic
swinv2_base_window12to16_192to256_22kft1k,97.650,2.350,99.720,0.280,87.92,256,0.900,bicubic
swin_large_patch4_window7_224,97.650,2.350,99.580,0.420,196.53,224,0.900,bicubic
vit_large_patch16_224.augreg_in21k_ft_in1k,97.640,2.360,99.590,0.410,304.33,224,0.900,bicubic
tf_efficientnet_b6.ns_jft_in1k,97.630,2.370,99.580,0.420,43.04,528,0.942,bicubic
ig_resnext101_32x48d,97.620,2.380,99.700,0.300,828.41,224,0.875,bilinear
convnext_small.fb_in22k_ft_in1k_384,97.600,2.400,99.600,0.400,50.22,384,1.000,bicubic
dm_nfnet_f6,97.600,2.400,99.550,0.450,438.36,576,0.956,bicubic
vit_base_patch8_224.augreg_in21k_ft_in1k,97.580,2.420,99.670,0.330,86.58,224,0.900,bicubic
dm_nfnet_f4,97.580,2.420,99.510,0.490,316.07,512,0.951,bicubic
maxvit_base_tf_384.in1k,97.570,2.430,99.590,0.410,119.65,384,1.000,bicubic
maxvit_tiny_tf_512.in1k,97.570,2.430,99.560,0.440,31.05,512,1.000,bicubic
maxvit_large_tf_384.in1k,97.570,2.430,99.530,0.470,212.03,384,1.000,bicubic
vit_base_patch16_clip_384.openai_ft_in1k,97.550,2.450,99.660,0.340,86.86,384,1.000,bicubic
volo_d3_448,97.550,2.450,99.550,0.450,86.63,448,1.000,bicubic
dm_nfnet_f5,97.540,2.460,99.570,0.430,377.21,544,0.954,bicubic
xcit_large_24_p8_384_dist,97.520,2.480,99.540,0.460,188.93,384,1.000,bicubic
vit_base_patch16_clip_224.openai_ft_in12k_in1k,97.520,2.480,99.500,0.500,86.57,224,0.950,bicubic
xcit_large_24_p16_384_dist,97.520,2.480,99.480,0.520,189.10,384,1.000,bicubic
tf_efficientnet_b5.ns_jft_in1k,97.500,2.500,99.630,0.370,30.39,456,0.934,bicubic
resnetv2_152x4_bitm,97.490,2.510,99.610,0.390,936.53,480,1.000,bilinear
deit3_base_patch16_224_in21ft1k,97.480,2.520,99.600,0.400,86.59,224,1.000,bicubic
cait_m48_448,97.480,2.520,99.550,0.450,356.46,448,1.000,bicubic
tf_efficientnetv2_l.in1k,97.470,2.530,99.530,0.470,118.52,480,1.000,bicubic
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,97.450,2.550,99.540,0.460,86.57,224,0.950,bicubic
vit_medium_patch16_gap_384.in12k_ft_in1k,97.440,2.560,99.640,0.360,39.03,384,0.950,bicubic
deit3_large_patch16_384,97.420,2.580,99.620,0.380,304.76,384,1.000,bicubic
maxvit_small_tf_384.in1k,97.420,2.580,99.510,0.490,69.02,384,1.000,bicubic
flexivit_large.1200ep_in1k,97.410,2.590,99.600,0.400,304.36,240,0.950,bicubic
efficientnet_b5.in12k_ft_in1k,97.410,2.590,99.540,0.460,30.39,448,1.000,bicubic
cait_m36_384,97.400,2.600,99.510,0.490,271.22,384,1.000,bicubic
volo_d5_224,97.380,2.620,99.570,0.430,295.46,224,0.960,bicubic
ig_resnext101_32x32d,97.360,2.640,99.680,0.320,468.53,224,0.875,bilinear
convnext_small.fb_in22k_ft_in1k,97.360,2.640,99.530,0.470,50.22,288,1.000,bicubic
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,97.360,2.640,99.520,0.480,88.30,384,1.000,bicubic
dm_nfnet_f3,97.350,2.650,99.560,0.440,254.92,416,0.940,bicubic
cait_s36_384,97.330,2.670,99.530,0.470,68.37,384,1.000,bicubic
volo_d2_384,97.320,2.680,99.600,0.400,58.87,384,1.000,bicubic
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,97.320,2.680,99.480,0.520,88.34,448,1.000,bicubic
volo_d4_224,97.300,2.700,99.520,0.480,192.96,224,0.960,bicubic
maxvit_tiny_tf_384.in1k,97.300,2.700,99.500,0.500,30.98,384,1.000,bicubic
xcit_medium_24_p8_384_dist,97.290,2.710,99.510,0.490,84.32,384,1.000,bicubic
flexivit_large.600ep_in1k,97.280,2.720,99.590,0.410,304.36,240,0.950,bicubic
xcit_medium_24_p16_384_dist,97.270,2.730,99.460,0.540,84.40,384,1.000,bicubic
swin_base_patch4_window7_224,97.250,2.750,99.530,0.470,87.77,224,0.900,bicubic
flexivit_large.300ep_in1k,97.250,2.750,99.490,0.510,304.36,240,0.950,bicubic
xcit_small_24_p8_384_dist,97.240,2.760,99.600,0.400,47.63,384,1.000,bicubic
xcit_small_12_p8_384_dist,97.230,2.770,99.480,0.520,26.21,384,1.000,bicubic
tf_efficientnetv2_m.in1k,97.210,2.790,99.530,0.470,54.14,480,1.000,bicubic
swsl_resnext101_32x8d,97.200,2.800,99.570,0.430,88.79,224,0.875,bilinear
tf_efficientnet_b7.ap_in1k,97.200,2.800,99.540,0.460,66.35,600,0.949,bicubic
regnetz_e8,97.200,2.800,99.500,0.500,57.70,320,1.000,bicubic
tf_efficientnet_b8.ra_in1k,97.200,2.800,99.500,0.500,87.41,672,0.954,bicubic
vit_base_r50_s16_384.orig_in21k_ft_in1k,97.180,2.820,99.560,0.440,98.95,384,1.000,bicubic
vit_base_patch16_224.augreg2_in21k_ft_in1k,97.150,2.850,99.540,0.460,86.57,224,0.900,bicubic
deit3_small_patch16_384_in21ft1k,97.130,2.870,99.500,0.500,22.21,384,1.000,bicubic
vit_base_patch16_clip_224.laion2b_ft_in1k,97.130,2.870,99.460,0.540,86.57,224,1.000,bicubic
xcit_small_24_p16_384_dist,97.120,2.880,99.460,0.540,47.67,384,1.000,bicubic
tf_efficientnet_b8.ap_in1k,97.110,2.890,99.660,0.340,87.41,672,0.954,bicubic
vit_base_patch32_clip_384.openai_ft_in12k_in1k,97.110,2.890,99.500,0.500,88.30,384,0.950,bicubic
convnext_large.fb_in1k,97.100,2.900,99.450,0.550,197.77,288,1.000,bicubic
beit_base_patch16_224.in22k_ft_in22k_in1k,97.090,2.910,99.610,0.390,86.53,224,0.900,bicubic
eca_nfnet_l2,97.090,2.910,99.510,0.490,56.72,384,1.000,bicubic
volo_d3_224,97.090,2.910,99.470,0.530,86.33,224,0.960,bicubic
tf_efficientnet_b6.ap_in1k,97.080,2.920,99.620,0.380,43.04,528,0.942,bicubic
convnext_tiny.fb_in22k_ft_in1k_384,97.080,2.920,99.510,0.490,28.59,384,1.000,bicubic
vit_base_patch16_clip_224.openai_ft_in1k,97.080,2.920,99.490,0.510,86.57,224,0.900,bicubic
ecaresnet269d,97.080,2.920,99.470,0.530,102.09,352,1.000,bicubic
cait_s24_384,97.070,2.930,99.430,0.570,47.06,384,1.000,bicubic
xcit_large_24_p8_224_dist,97.060,2.940,99.420,0.580,188.93,224,1.000,bicubic
dm_nfnet_f2,97.020,2.980,99.440,0.560,193.78,352,0.920,bicubic
deit3_base_patch16_384,97.020,2.980,99.390,0.610,86.88,384,1.000,bicubic
resnetv2_152x2_bitm,97.010,2.990,99.590,0.410,236.34,448,1.000,bilinear
tf_efficientnet_b7.ra_in1k,97.010,2.990,99.520,0.480,66.35,600,0.949,bicubic
resnetv2_101x3_bitm,96.990,3.010,99.490,0.510,387.93,448,1.000,bilinear
volo_d2_224,96.990,3.010,99.390,0.610,58.68,224,0.960,bicubic
efficientnetv2_rw_m.agc_in1k,96.980,3.020,99.540,0.460,53.24,416,1.000,bicubic
deit3_medium_patch16_224_in21ft1k,96.970,3.030,99.430,0.570,38.85,224,1.000,bicubic
deit_base_distilled_patch16_384,96.960,3.040,99.480,0.520,87.63,384,1.000,bicubic
maxvit_large_tf_224.in1k,96.960,3.040,99.250,0.750,211.79,224,0.950,bicubic
tf_efficientnet_b4.ns_jft_in1k,96.950,3.050,99.580,0.420,19.34,380,0.922,bicubic
mvitv2_large,96.950,3.050,99.400,0.600,217.99,224,0.900,bicubic
seresnextaa101d_32x8d,96.950,3.050,99.390,0.610,93.59,288,1.000,bicubic
maxvit_base_tf_224.in1k,96.950,3.050,99.260,0.740,119.47,224,0.950,bicubic
deit3_large_patch16_224,96.940,3.060,99.340,0.660,304.37,224,0.900,bicubic
xcit_small_12_p16_384_dist,96.930,3.070,99.400,0.600,26.25,384,1.000,bicubic
volo_d1_384,96.920,3.080,99.520,0.480,26.78,384,1.000,bicubic
dm_nfnet_f1,96.920,3.080,99.410,0.590,132.63,320,0.910,bicubic
xcit_medium_24_p8_224_dist,96.920,3.080,99.390,0.610,84.32,224,1.000,bicubic
resnetrs420,96.910,3.090,99.460,0.540,191.89,416,1.000,bicubic
vit_base_patch16_224.augreg_in21k_ft_in1k,96.880,3.120,99.530,0.470,86.57,224,0.900,bicubic
deit3_huge_patch14_224,96.880,3.120,99.480,0.520,632.13,224,0.900,bicubic
xcit_small_24_p8_224_dist,96.870,3.130,99.480,0.520,47.63,224,1.000,bicubic
resnetv2_152x2_bit_teacher_384,96.830,3.170,99.450,0.550,236.34,384,1.000,bicubic
ig_resnext101_32x16d,96.820,3.180,99.590,0.410,194.03,224,0.875,bilinear
convnext_base.fb_in1k,96.820,3.180,99.410,0.590,88.59,288,1.000,bicubic
maxxvit_rmlp_small_rw_256,96.810,3.190,99.380,0.620,66.01,256,0.950,bicubic
xcit_large_24_p16_224_dist,96.800,3.200,99.350,0.650,189.10,224,1.000,bicubic
vit_large_r50_s32_224.augreg_in21k_ft_in1k,96.790,3.210,99.350,0.650,328.99,224,0.900,bicubic
seresnet152d,96.770,3.230,99.450,0.550,66.84,320,1.000,bicubic
mvitv2_base,96.770,3.230,99.270,0.730,51.47,224,0.900,bicubic
resnetrs350,96.760,3.240,99.370,0.630,163.96,384,1.000,bicubic
flexivit_base.1200ep_in1k,96.760,3.240,99.360,0.640,86.59,240,0.950,bicubic
seresnext101_32x8d,96.760,3.240,99.340,0.660,93.57,288,1.000,bicubic
swinv2_base_window16_256,96.750,3.250,99.350,0.650,87.92,256,0.900,bicubic
tf_efficientnetv2_s.in21k_ft_in1k,96.730,3.270,99.420,0.580,21.46,384,1.000,bicubic
seresnext101d_32x8d,96.730,3.270,99.360,0.640,93.59,288,1.000,bicubic
resnet200d,96.720,3.280,99.330,0.670,64.69,320,1.000,bicubic
resnetv2_50x3_bitm,96.710,3.290,99.550,0.450,217.32,448,1.000,bilinear
regnetz_040h,96.710,3.290,99.500,0.500,28.94,320,1.000,bicubic
regnetz_040,96.710,3.290,99.470,0.530,27.12,320,1.000,bicubic
vit_base_patch16_384.orig_in21k_ft_in1k,96.700,3.300,99.510,0.490,86.86,384,1.000,bicubic
vit_small_patch16_384.augreg_in21k_ft_in1k,96.700,3.300,99.480,0.520,22.20,384,1.000,bicubic
edgenext_base,96.700,3.300,99.430,0.570,18.51,320,1.000,bicubic
resnetrs200,96.700,3.300,99.370,0.630,93.21,320,1.000,bicubic
eca_nfnet_l1,96.700,3.300,99.290,0.710,41.41,320,1.000,bicubic
xcit_small_12_p8_224_dist,96.690,3.310,99.390,0.610,26.21,224,1.000,bicubic
maxvit_small_tf_224.in1k,96.690,3.310,99.370,0.630,68.93,224,0.950,bicubic
resnetrs270,96.690,3.310,99.350,0.650,129.86,352,1.000,bicubic
vit_small_r26_s32_384.augreg_in21k_ft_in1k,96.680,3.320,99.570,0.430,36.47,384,1.000,bicubic
tf_efficientnet_b5.ap_in1k,96.680,3.320,99.460,0.540,30.39,456,0.934,bicubic
pit_b_distilled_224,96.680,3.320,99.350,0.650,74.79,224,0.900,bicubic
tf_efficientnet_b6.aa_in1k,96.670,3.330,99.370,0.630,43.04,528,0.942,bicubic
vit_medium_patch16_gap_256.in12k_ft_in1k,96.660,3.340,99.510,0.490,38.86,256,0.950,bicubic
deit3_small_patch16_224_in21ft1k,96.660,3.340,99.330,0.670,22.06,224,1.000,bicubic
flexivit_base.600ep_in1k,96.630,3.370,99.330,0.670,86.59,240,0.950,bicubic
resmlp_big_24_224_in22ft1k,96.620,3.380,99.510,0.490,129.14,224,0.875,bicubic
regnetz_d8,96.620,3.380,99.450,0.550,23.37,320,1.000,bicubic
flexivit_base.300ep_in1k,96.620,3.380,99.270,0.730,86.59,240,0.950,bicubic
regnetz_d8_evos,96.610,3.390,99.450,0.550,23.46,320,0.950,bicubic
resnest200e,96.610,3.390,99.350,0.650,70.20,320,0.909,bicubic
swsl_resnext101_32x16d,96.600,3.400,99.520,0.480,194.03,224,0.875,bilinear
regnetz_d32,96.600,3.400,99.380,0.620,27.58,320,0.950,bicubic
xcit_medium_24_p16_224_dist,96.590,3.410,99.270,0.730,84.40,224,1.000,bicubic
maxvit_rmlp_small_rw_224,96.590,3.410,99.110,0.890,64.90,224,0.900,bicubic
resnetrs152,96.580,3.420,99.240,0.760,86.62,320,1.000,bicubic
gcvit_base,96.570,3.430,99.230,0.770,90.32,224,0.875,bicubic
convnext_small.fb_in1k,96.560,3.440,99.340,0.660,50.22,288,1.000,bicubic
cait_xs24_384,96.550,3.450,99.420,0.580,26.67,384,1.000,bicubic
xcit_tiny_24_p8_384_dist,96.550,3.450,99.320,0.680,12.11,384,1.000,bicubic
efficientnetv2_rw_s.ra2_in1k,96.540,3.460,99.360,0.640,23.94,384,1.000,bicubic
swinv2_base_window8_256,96.540,3.460,99.270,0.730,87.92,256,0.900,bicubic
coatnet_rmlp_2_rw_224,96.540,3.460,99.100,0.900,73.88,224,0.950,bicubic
regnety_080,96.530,3.470,99.320,0.680,39.18,288,1.000,bicubic
crossvit_18_dagger_408,96.530,3.470,99.260,0.740,44.61,408,1.000,bicubic
resnest269e,96.520,3.480,99.350,0.650,110.93,416,0.928,bicubic
vit_base_patch32_384.augreg_in21k_ft_in1k,96.490,3.510,99.410,0.590,88.30,384,1.000,bicubic
swinv2_small_window16_256,96.470,3.530,99.200,0.800,49.73,256,0.900,bicubic
vit_base_patch16_224_miil.in21k_ft_in1k,96.460,3.540,99.300,0.700,86.54,224,0.875,bilinear
resmlp_big_24_distilled_224,96.450,3.550,99.310,0.690,129.14,224,0.875,bicubic
cs3se_edgenet_x,96.440,3.560,99.400,0.600,50.72,320,1.000,bicubic
swsl_resnext101_32x4d,96.420,3.580,99.470,0.530,44.18,224,0.875,bilinear
maxvit_rmlp_tiny_rw_256,96.410,3.590,99.390,0.610,29.15,256,0.950,bicubic
regnetv_064,96.410,3.590,99.360,0.640,30.58,288,1.000,bicubic
xcit_large_24_p8_224,96.410,3.590,98.980,1.020,188.93,224,1.000,bicubic
xcit_small_24_p8_224,96.400,3.600,99.150,0.850,47.63,224,1.000,bicubic
tf_efficientnet_b3.ns_jft_in1k,96.390,3.610,99.350,0.650,12.23,300,0.904,bicubic
crossvit_15_dagger_408,96.390,3.610,99.160,0.840,28.50,408,1.000,bicubic
cait_s24_224,96.380,3.620,99.150,0.850,46.92,224,1.000,bicubic
resnet152d,96.360,3.640,99.390,0.610,60.21,320,1.000,bicubic
regnety_064,96.360,3.640,99.230,0.770,30.58,288,1.000,bicubic
mvitv2_small,96.360,3.640,99.200,0.800,34.87,224,0.900,bicubic
pvt_v2_b5,96.360,3.640,99.170,0.830,81.96,224,0.900,bicubic
regnety_160,96.350,3.650,99.330,0.670,83.59,288,1.000,bicubic
tf_efficientnet_b5.ra_in1k,96.350,3.650,99.310,0.690,30.39,456,0.934,bicubic
xception65,96.350,3.650,99.240,0.760,39.92,299,0.940,bicubic
tf_efficientnetv2_s.in1k,96.340,3.660,99.200,0.800,21.46,384,1.000,bicubic
volo_d1_224,96.330,3.670,99.310,0.690,26.63,224,0.960,bicubic
pvt_v2_b4,96.330,3.670,99.180,0.820,62.56,224,0.900,bicubic
ig_resnext101_32x8d,96.320,3.680,99.430,0.570,88.79,224,0.875,bilinear
deit3_base_patch16_224,96.300,3.700,99.180,0.820,86.59,224,0.900,bicubic
gcvit_small,96.300,3.700,99.140,0.860,51.09,224,0.875,bicubic
resnet101d,96.290,3.710,99.230,0.770,44.57,320,1.000,bicubic
swinv2_small_window8_256,96.270,3.730,99.210,0.790,49.73,256,0.900,bicubic
twins_svt_large,96.270,3.730,99.170,0.830,99.27,224,0.900,bicubic
jx_nest_base,96.250,3.750,99.210,0.790,67.72,224,0.875,bicubic
swin_s3_base_224,96.250,3.750,99.140,0.860,71.13,224,0.900,bicubic
maxvit_tiny_rw_224,96.240,3.760,99.120,0.880,29.06,224,0.950,bicubic
tf_efficientnetv2_b3.in21k_ft_in1k,96.220,3.780,99.230,0.770,14.36,300,0.900,bicubic
swin_s3_small_224,96.220,3.780,99.080,0.920,49.74,224,0.900,bicubic
xcit_small_24_p16_224_dist,96.210,3.790,99.210,0.790,47.67,224,1.000,bicubic
xception65p,96.210,3.790,99.180,0.820,39.82,299,0.940,bicubic
deit3_small_patch16_384,96.200,3.800,99.290,0.710,22.21,384,1.000,bicubic
regnetv_040,96.180,3.820,99.330,0.670,20.64,288,1.000,bicubic
swinv2_cr_small_ns_224,96.180,3.820,99.140,0.860,49.70,224,0.900,bicubic
mobilevitv2_175_384_in22ft1k,96.180,3.820,99.130,0.870,14.25,384,1.000,bicubic
gcvit_tiny,96.170,3.830,99.240,0.760,28.22,224,0.875,bicubic
tf_efficientnet_b4.ap_in1k,96.160,3.840,99.280,0.720,19.34,380,0.922,bicubic
tresnet_v2_l,96.160,3.840,99.240,0.760,46.17,224,0.875,bilinear
twins_svt_base,96.160,3.840,99.060,0.940,56.07,224,0.900,bicubic
dm_nfnet_f0,96.150,3.850,99.250,0.750,71.49,256,0.900,bicubic
efficientnet_b4.ra2_in1k,96.150,3.850,99.200,0.800,19.34,384,1.000,bicubic
twins_pcpvt_large,96.150,3.850,99.180,0.820,60.99,224,0.900,bicubic
deit_base_patch16_384,96.150,3.850,99.140,0.860,86.86,384,1.000,bicubic
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,96.140,3.860,99.210,0.790,88.22,224,0.900,bicubic
sequencer2d_l,96.140,3.860,99.160,0.840,54.30,224,0.875,bicubic
resnetv2_50x1_bit_distilled,96.130,3.870,99.280,0.720,25.55,224,0.875,bicubic
regnetz_c16_evos,96.120,3.880,99.360,0.640,13.49,320,0.950,bicubic
nfnet_l0,96.120,3.880,99.240,0.760,35.07,288,1.000,bicubic
efficientformer_l7,96.110,3.890,99.270,0.730,82.23,224,0.950,bicubic
xcit_small_12_p8_224,96.110,3.890,99.160,0.840,26.21,224,1.000,bicubic
xcit_medium_24_p8_224,96.110,3.890,98.890,1.110,84.32,224,1.000,bicubic
resnetv2_101x1_bitm,96.100,3.900,99.280,0.720,44.54,448,1.000,bilinear
resnetv2_152x2_bit_teacher,96.100,3.900,99.280,0.720,236.34,224,0.875,bicubic
maxvit_tiny_tf_224.in1k,96.100,3.900,99.250,0.750,30.92,224,0.950,bicubic
deit_base_distilled_patch16_224,96.090,3.910,99.190,0.810,87.34,224,0.900,bicubic
resnext101_64x4d,96.080,3.920,99.240,0.760,83.46,288,1.000,bicubic
xcit_tiny_12_p8_384_dist,96.080,3.920,99.140,0.860,6.71,384,1.000,bicubic
deit3_medium_patch16_224,96.070,3.930,99.200,0.800,38.85,224,0.900,bicubic
swinv2_cr_small_224,96.070,3.930,98.870,1.130,49.70,224,0.900,bicubic
mobilevitv2_200_384_in22ft1k,96.040,3.960,99.080,0.920,18.45,384,1.000,bicubic
maxxvit_rmlp_nano_rw_256,96.030,3.970,99.260,0.740,16.78,256,0.950,bicubic
xcit_small_12_p16_224_dist,96.030,3.970,99.150,0.850,26.25,224,1.000,bicubic
cs3edgenet_x,96.030,3.970,99.140,0.860,47.82,288,1.000,bicubic
cs3sedarknet_x,96.030,3.970,99.110,0.890,35.40,288,1.000,bicubic
coatnet_1_rw_224,96.030,3.970,99.050,0.950,41.72,224,0.950,bicubic
regnety_040,96.020,3.980,99.190,0.810,20.65,288,1.000,bicubic
convnext_tiny_hnf.a2h_in1k,96.020,3.980,99.070,0.930,28.59,288,1.000,bicubic
pvt_v2_b3,95.990,4.010,99.190,0.810,45.24,224,0.900,bicubic
sequencer2d_s,95.990,4.010,99.050,0.950,27.65,224,0.875,bicubic
convnext_nano.in12k_ft_in1k,95.980,4.020,99.320,0.680,15.59,288,1.000,bicubic
maxvit_rmlp_nano_rw_256,95.980,4.020,98.970,1.030,15.50,256,0.950,bicubic
regnety_032,95.970,4.030,99.190,0.810,19.44,288,1.000,bicubic
tresnet_xl_448,95.970,4.030,99.130,0.870,78.44,448,0.875,bilinear
jx_nest_small,95.960,4.040,99.030,0.970,38.35,224,0.875,bicubic
xcit_tiny_24_p16_384_dist,95.950,4.050,99.220,0.780,12.12,384,1.000,bicubic
eca_nfnet_l0,95.950,4.050,99.210,0.790,24.14,288,1.000,bicubic
coatnet_rmlp_1_rw_224,95.950,4.050,99.160,0.840,41.69,224,0.950,bicubic
swinv2_tiny_window16_256,95.930,4.070,99.140,0.860,28.35,256,0.900,bicubic
maxvit_nano_rw_256,95.930,4.070,99.000,1.000,15.45,256,0.950,bicubic
swin_small_patch4_window7_224,95.910,4.090,99.020,0.980,49.61,224,0.900,bicubic
tf_efficientnet_b4.aa_in1k,95.900,4.100,99.170,0.830,19.34,380,0.922,bicubic
resnet152,95.880,4.120,99.070,0.930,60.19,224,0.950,bicubic
swsl_resnext50_32x4d,95.870,4.130,99.250,0.750,25.03,224,0.875,bilinear
mvitv2_tiny,95.870,4.130,99.070,0.930,24.17,224,0.900,bicubic
resnest101e,95.860,4.140,99.210,0.790,48.28,256,0.875,bilinear
cs3darknet_x,95.860,4.140,99.180,0.820,35.05,288,1.000,bicubic
resnet51q,95.860,4.140,99.120,0.880,35.70,288,1.000,bilinear
tresnet_l_448,95.860,4.140,99.120,0.880,55.99,448,0.875,bilinear
cait_xxs36_384,95.850,4.150,99.090,0.910,17.37,384,1.000,bicubic
vit_large_patch32_384.orig_in21k_ft_in1k,95.830,4.170,99.150,0.850,306.63,384,1.000,bicubic
xcit_tiny_24_p8_224_dist,95.810,4.190,99.210,0.790,12.11,224,1.000,bicubic
sequencer2d_m,95.810,4.190,99.110,0.890,38.31,224,0.875,bicubic
ssl_resnext101_32x16d,95.800,4.200,99.180,0.820,194.03,224,0.875,bilinear
regnetz_c16,95.800,4.200,99.100,0.900,13.46,320,0.940,bicubic
convnext_tiny.fb_in1k,95.790,4.210,99.160,0.840,28.59,288,1.000,bicubic
twins_pcpvt_base,95.790,4.210,99.130,0.870,43.83,224,0.900,bicubic
tf_efficientnet_b2.ns_jft_in1k,95.770,4.230,99.120,0.880,9.11,260,0.890,bicubic
resnet61q,95.770,4.230,98.990,1.010,36.85,288,1.000,bicubic
vit_relpos_base_patch16_clsgap_224.sw_in1k,95.760,4.240,99.040,0.960,86.43,224,0.900,bicubic
gc_efficientnetv2_rw_t.agc_in1k,95.740,4.260,99.020,0.980,13.68,288,1.000,bicubic
tresnet_m,95.720,4.280,99.030,0.970,31.39,224,0.875,bilinear
efficientnet_b3.ra2_in1k,95.710,4.290,99.040,0.960,12.23,320,1.000,bicubic
pnasnet5large,95.710,4.290,98.920,1.080,86.06,331,0.911,bicubic
mobilevitv2_150_384_in22ft1k,95.700,4.300,99.140,0.860,10.59,384,1.000,bicubic
coatnet_bn_0_rw_224,95.700,4.300,99.050,0.950,27.44,224,0.950,bicubic
crossvit_15_dagger_240,95.690,4.310,98.830,1.170,28.21,240,0.875,bicubic
flexivit_small.600ep_in1k,95.680,4.320,99.050,0.950,22.06,240,0.950,bicubic
nasnetalarge,95.680,4.320,98.930,1.070,88.75,331,0.911,bicubic
xcit_tiny_24_p8_224,95.670,4.330,99.050,0.950,12.11,224,1.000,bicubic
resnetv2_101,95.640,4.360,98.990,1.010,44.54,224,0.950,bicubic
poolformer_m48,95.640,4.360,98.940,1.060,73.47,224,0.950,bicubic
pit_b_224,95.640,4.360,98.660,1.340,73.76,224,0.900,bicubic
vit_small_r26_s32_224.augreg_in21k_ft_in1k,95.630,4.370,99.190,0.810,36.43,224,0.900,bicubic
efficientnetv2_rw_t.ra2_in1k,95.610,4.390,99.070,0.930,13.65,288,1.000,bicubic
resnetv2_50d_evos,95.610,4.390,99.030,0.970,25.59,288,0.950,bicubic
efficientformer_l3,95.600,4.400,99.160,0.840,31.41,224,0.950,bicubic
gcvit_xtiny,95.580,4.420,99.040,0.960,19.98,224,0.875,bicubic
crossvit_18_dagger_240,95.570,4.430,99.060,0.940,44.27,240,0.875,bicubic
flexivit_small.1200ep_in1k,95.560,4.440,99.120,0.880,22.06,240,0.950,bicubic
vit_relpos_base_patch16_224.sw_in1k,95.560,4.440,99.030,0.970,86.43,224,0.900,bicubic
pvt_v2_b2_li,95.550,4.450,98.990,1.010,22.55,224,0.900,bicubic
convit_base,95.550,4.450,98.870,1.130,86.54,224,0.875,bicubic
coat_lite_small,95.540,4.460,98.860,1.140,19.84,224,0.900,bicubic
ecaresnet101d,95.530,4.470,99.130,0.870,44.57,224,0.875,bicubic
levit_384,95.530,4.470,99.050,0.950,39.13,224,0.900,bicubic
vit_base_patch32_clip_224.laion2b_ft_in1k,95.530,4.470,98.860,1.140,88.22,224,0.900,bicubic
crossvit_base_240,95.530,4.470,98.820,1.180,105.03,240,0.875,bicubic
xcit_small_24_p16_224,95.530,4.470,98.770,1.230,47.67,224,1.000,bicubic
xcit_medium_24_p16_224,95.530,4.470,98.740,1.260,84.40,224,1.000,bicubic
fbnetv3_g.ra2_in1k,95.520,4.480,98.990,1.010,16.62,288,0.950,bilinear
xception41p,95.520,4.480,98.920,1.080,26.91,299,0.940,bicubic
ecaresnet50t,95.510,4.490,99.120,0.880,25.57,320,0.950,bicubic
vit_relpos_medium_patch16_rpn_224.sw_in1k,95.510,4.490,99.080,0.920,38.73,224,0.900,bicubic
swinv2_tiny_window8_256,95.500,4.500,99.120,0.880,28.35,256,0.900,bicubic
pvt_v2_b2,95.500,4.500,99.000,1.000,25.36,224,0.900,bicubic
flexivit_small.300ep_in1k,95.500,4.500,98.960,1.040,22.06,240,0.950,bicubic
visformer_small,95.490,4.510,98.900,1.100,40.22,224,0.900,bicubic
vit_relpos_medium_patch16_cls_224.sw_in1k,95.480,4.520,98.950,1.050,38.76,224,0.900,bicubic
ssl_resnext101_32x8d,95.470,4.530,99.110,0.890,88.79,224,0.875,bilinear
vit_relpos_medium_patch16_224.sw_in1k,95.460,4.540,98.960,1.040,38.75,224,0.900,bicubic
ssl_resnext101_32x4d,95.440,4.560,99.130,0.870,44.18,224,0.875,bilinear
tresnet_xl,95.440,4.560,99.050,0.950,78.44,224,0.875,bilinear
deit_base_patch16_224,95.440,4.560,98.840,1.160,86.57,224,0.900,bicubic
crossvit_18_240,95.440,4.560,98.790,1.210,43.27,240,0.875,bicubic
resnetv2_50d_gn,95.430,4.570,99.040,0.960,25.57,288,0.950,bicubic
resnetrs101,95.430,4.570,99.030,0.970,63.62,288,0.940,bicubic
coatnext_nano_rw_224,95.430,4.570,99.000,1.000,14.70,224,0.900,bicubic
coatnet_rmlp_nano_rw_224,95.430,4.570,98.990,1.010,15.15,224,0.900,bicubic
coatnet_0_rw_224,95.430,4.570,98.720,1.280,27.44,224,0.950,bicubic
xcit_small_12_p16_224,95.420,4.580,98.840,1.160,26.25,224,1.000,bicubic
xcit_large_24_p16_224,95.420,4.580,98.610,1.390,189.10,224,1.000,bicubic
swsl_resnet50,95.410,4.590,99.290,0.710,25.56,224,0.875,bilinear
edgenext_small,95.400,4.600,99.100,0.900,5.59,320,1.000,bicubic
halo2botnet50ts_256,95.390,4.610,99.010,0.990,22.64,256,0.950,bicubic
vit_base_patch16_rpn_224.in1k,95.380,4.620,98.930,1.070,86.54,224,0.900,bicubic
poolformer_m36,95.380,4.620,98.850,1.150,56.17,224,0.950,bicubic
vit_small_patch16_224.augreg_in21k_ft_in1k,95.370,4.630,99.150,0.850,22.05,224,0.900,bicubic
swinv2_cr_tiny_ns_224,95.370,4.630,98.930,1.070,28.33,224,0.900,bicubic
convnext_nano.d1h_in1k,95.350,4.650,98.860,1.140,15.59,288,1.000,bicubic
resnet101,95.350,4.650,98.860,1.140,44.55,224,0.950,bicubic
vit_base_patch16_224.orig_in21k_ft_in1k,95.330,4.670,99.000,1.000,86.57,224,0.900,bicubic
tf_efficientnet_b3.ap_in1k,95.320,4.680,98.900,1.100,12.23,300,0.904,bicubic
cs3sedarknet_l,95.310,4.690,99.120,0.880,21.91,288,0.950,bicubic
mixer_b16_224_miil,95.300,4.700,98.880,1.120,59.88,224,0.875,bilinear
vit_small_patch16_384.augreg_in1k,95.290,4.710,99.000,1.000,22.20,384,1.000,bicubic
tresnet_l,95.280,4.720,99.010,0.990,55.99,224,0.875,bilinear
cait_xxs24_384,95.260,4.740,98.960,1.040,12.03,384,1.000,bicubic
jx_nest_tiny,95.250,4.750,98.980,1.020,17.06,224,0.875,bicubic
coatnet_nano_rw_224,95.250,4.750,98.870,1.130,15.14,224,0.900,bicubic
pit_s_distilled_224,95.240,4.760,99.050,0.950,24.04,224,0.900,bicubic
vit_srelpos_medium_patch16_224.sw_in1k,95.230,4.770,98.990,1.010,38.74,224,0.900,bicubic
mobilevitv2_175_in22ft1k,95.230,4.770,98.790,1.210,14.25,256,0.888,bicubic
resnetaa50,95.210,4.790,98.930,1.070,25.56,288,1.000,bicubic
twins_pcpvt_small,95.210,4.790,98.880,1.120,24.11,224,0.900,bicubic
convit_small,95.200,4.800,98.900,1.100,27.78,224,0.875,bicubic
twins_svt_small,95.200,4.800,98.880,1.120,24.06,224,0.900,bicubic
tf_efficientnet_b1.ns_jft_in1k,95.170,4.830,99.110,0.890,7.79,240,0.882,bicubic
cs3darknet_focus_l,95.170,4.830,98.960,1.040,21.15,288,0.950,bicubic
vit_relpos_small_patch16_224.sw_in1k,95.160,4.840,98.950,1.050,21.98,224,0.900,bicubic
swin_s3_tiny_224,95.160,4.840,98.940,1.060,28.33,224,0.900,bicubic
mobilevitv2_200_in22ft1k,95.160,4.840,98.930,1.070,18.45,256,0.888,bicubic
lamhalobotnet50ts_256,95.160,4.840,98.880,1.120,22.57,256,0.950,bicubic
tf_efficientnetv2_b3.in1k,95.160,4.840,98.820,1.180,14.36,300,0.904,bicubic
crossvit_15_240,95.150,4.850,98.930,1.070,27.53,240,0.875,bicubic
mobilevitv2_150_in22ft1k,95.140,4.860,98.860,1.140,10.59,256,0.888,bicubic
swin_tiny_patch4_window7_224,95.140,4.860,98.850,1.150,28.29,224,0.900,bicubic
xcit_tiny_12_p16_384_dist,95.130,4.870,99.020,0.980,6.72,384,1.000,bicubic
convnext_nano_ols.d1h_in1k,95.130,4.870,98.720,1.280,15.65,288,1.000,bicubic
efficientnet_el.ra_in1k,95.120,4.880,98.990,1.010,10.59,300,0.904,bicubic
cs3darknet_l,95.120,4.880,98.980,1.020,21.16,288,0.950,bicubic
vit_base_patch32_clip_224.openai_ft_in1k,95.120,4.880,98.980,1.020,88.22,224,0.900,bicubic
halonet50ts,95.100,4.900,98.780,1.220,22.73,256,0.940,bicubic
poolformer_s36,95.090,4.910,98.910,1.090,30.86,224,0.900,bicubic
gernet_l,95.090,4.910,98.900,1.100,31.08,256,0.875,bilinear
ecaresnet101d_pruned,95.080,4.920,98.980,1.020,24.88,224,0.875,bicubic
wide_resnet50_2,95.080,4.920,98.970,1.030,68.88,224,0.875,bicubic
xcit_tiny_12_p8_224_dist,95.080,4.920,98.910,1.090,6.71,224,1.000,bicubic
regnetz_b16,95.070,4.930,99.050,0.950,9.72,288,0.940,bicubic
legacy_senet154,95.070,4.930,98.830,1.170,115.09,224,0.875,bilinear
convmixer_1536_20,95.060,4.940,99.030,0.970,51.63,224,0.960,bicubic
vit_small_patch32_384.augreg_in21k_ft_in1k,95.050,4.950,98.990,1.010,22.92,384,1.000,bicubic
vit_srelpos_small_patch16_224.sw_in1k,95.040,4.960,98.960,1.040,21.97,224,0.900,bicubic
gluon_resnet152_v1s,95.040,4.960,98.930,1.070,60.32,224,0.875,bicubic
seresnext50_32x4d,95.040,4.960,98.880,1.120,27.56,224,0.875,bicubic
tnt_s_patch16_224,95.040,4.960,98.830,1.170,23.76,224,0.900,bicubic
resnetv2_50x1_bitm,95.010,4.990,99.060,0.940,25.55,448,1.000,bilinear
tf_efficientnet_b3.aa_in1k,95.010,4.990,98.910,1.090,12.23,300,0.904,bicubic
levit_256,95.010,4.990,98.890,1.110,18.89,224,0.900,bicubic
vit_base_patch32_224.augreg_in21k_ft_in1k,95.000,5.000,99.030,0.970,88.22,224,0.900,bicubic
deit3_small_patch16_224,95.000,5.000,98.460,1.540,22.06,224,0.900,bicubic
tresnet_m_448,94.990,5.010,98.980,1.020,31.39,448,0.875,bilinear
coat_mini,94.970,5.030,98.780,1.220,10.34,224,0.900,bicubic
resnest50d_4s2x40d,94.960,5.040,99.070,0.930,30.42,224,0.875,bicubic
rexnet_200,94.940,5.060,99.010,0.990,16.37,224,0.875,bicubic
vit_base_patch16_384.augreg_in1k,94.940,5.060,98.890,1.110,86.86,384,1.000,bicubic
gluon_seresnext101_64x4d,94.930,5.070,98.830,1.170,88.23,224,0.875,bicubic
gluon_seresnext101_32x4d,94.920,5.080,98.810,1.190,48.96,224,0.875,bicubic
gluon_senet154,94.920,5.080,98.760,1.240,115.09,224,0.875,bicubic
mobilevitv2_175,94.900,5.100,98.870,1.130,14.25,256,0.888,bicubic
tf_efficientnet_lite4.in1k,94.890,5.110,99.020,0.980,13.01,380,0.920,bilinear
resmlp_36_distilled_224,94.890,5.110,98.850,1.150,44.69,224,0.875,bicubic
ssl_resnext50_32x4d,94.870,5.130,98.880,1.120,25.03,224,0.875,bilinear
seresnet33ts,94.860,5.140,98.790,1.210,19.78,256,0.900,bicubic
convnext_tiny.fb_in22k_ft_in1k,94.860,5.140,98.530,1.470,28.59,288,1.000,bicubic
gcresnet50t,94.850,5.150,98.790,1.210,25.90,256,0.900,bicubic
cspresnext50,94.840,5.160,98.770,1.230,20.57,256,0.887,bilinear
crossvit_small_240,94.830,5.170,99.020,0.980,26.86,240,0.875,bicubic
resnest50d,94.830,5.170,98.880,1.120,27.48,224,0.875,bilinear
mobilevitv2_200,94.830,5.170,98.710,1.290,18.45,256,0.888,bicubic
ecaresnetlight,94.770,5.230,98.800,1.200,30.16,224,0.875,bicubic
sehalonet33ts,94.770,5.230,98.570,1.430,13.69,256,0.940,bicubic
lambda_resnet50ts,94.770,5.230,98.470,1.530,21.54,256,0.950,bicubic
resnest50d_1s4x24d,94.750,5.250,98.980,1.020,25.68,224,0.875,bicubic
gluon_resnet152_v1d,94.740,5.260,98.740,1.260,60.21,224,0.875,bicubic
convnext_pico.d1_in1k,94.740,5.260,98.700,1.300,9.05,288,0.950,bicubic
gluon_resnet101_v1s,94.720,5.280,98.820,1.180,44.67,224,0.875,bicubic
deit_small_distilled_patch16_224,94.710,5.290,99.030,0.970,22.44,224,0.900,bicubic
haloregnetz_b,94.700,5.300,98.660,1.340,11.68,224,0.940,bicubic
xcit_tiny_12_p8_224,94.680,5.320,98.830,1.170,6.71,224,1.000,bicubic
gluon_resnext101_64x4d,94.670,5.330,98.650,1.350,83.46,224,0.875,bicubic
cspdarknet53,94.660,5.340,98.800,1.200,27.64,256,0.887,bilinear
edgenext_small_rw,94.660,5.340,98.790,1.210,7.83,320,1.000,bicubic
resmlp_big_24_224,94.660,5.340,98.480,1.520,129.14,224,0.875,bicubic
darknet53,94.630,5.370,98.890,1.110,41.61,288,1.000,bicubic
ecaresnet50d,94.630,5.370,98.890,1.110,25.58,224,0.875,bicubic
maxvit_rmlp_pico_rw_256,94.630,5.370,98.820,1.180,7.52,256,0.950,bicubic
efficientnet_b3_pruned.in1k,94.630,5.370,98.760,1.240,9.86,300,0.904,bicubic
gernet_m,94.620,5.380,98.860,1.140,21.14,224,0.875,bilinear
convnext_pico_ols.d1_in1k,94.620,5.380,98.770,1.230,9.06,288,1.000,bicubic
efficientnet_b2.ra_in1k,94.610,5.390,98.710,1.290,9.11,288,1.000,bicubic
pit_s_224,94.590,5.410,98.710,1.290,23.46,224,0.900,bicubic
sebotnet33ts_256,94.590,5.410,98.500,1.500,13.70,256,0.940,bicubic
repvgg_b3,94.570,5.430,98.780,1.220,123.09,224,0.875,bilinear
poolformer_s24,94.560,5.440,98.880,1.120,21.39,224,0.900,bicubic
nf_resnet50,94.560,5.440,98.790,1.210,25.56,288,0.940,bicubic
resnext50_32x4d,94.560,5.440,98.610,1.390,25.03,224,0.950,bicubic
seresnet50,94.550,5.450,98.750,1.250,28.09,224,0.875,bicubic
mobilevitv2_150,94.550,5.450,98.710,1.290,10.59,256,0.888,bicubic
regnety_320,94.540,5.460,98.850,1.150,145.05,224,0.875,bicubic
inception_resnet_v2,94.540,5.460,98.790,1.210,55.84,299,0.897,bicubic
xcit_tiny_24_p16_224_dist,94.530,5.470,98.780,1.220,12.12,224,1.000,bicubic
gluon_resnext101_32x4d,94.530,5.470,98.630,1.370,44.18,224,0.875,bicubic
repvgg_b3g4,94.520,5.480,98.970,1.030,83.83,224,0.875,bilinear
convmixer_768_32,94.500,5.500,98.850,1.150,21.11,224,0.960,bicubic
efficientformer_l1,94.490,5.510,98.830,1.170,12.29,224,0.950,bicubic
gcresnext50ts,94.490,5.510,98.670,1.330,15.67,256,0.900,bicubic
tf_efficientnet_b2.ap_in1k,94.490,5.510,98.620,1.380,9.11,260,0.890,bicubic
regnety_120,94.480,5.520,98.810,1.190,51.82,224,0.875,bicubic
rexnet_150,94.480,5.520,98.790,1.210,9.73,224,0.875,bicubic
darknetaa53,94.470,5.530,98.770,1.230,36.02,288,1.000,bilinear
gcresnet33ts,94.470,5.530,98.770,1.230,19.88,256,0.900,bicubic
resmlp_24_distilled_224,94.460,5.540,98.770,1.230,30.02,224,0.875,bicubic
regnetx_320,94.460,5.540,98.740,1.260,107.81,224,0.875,bicubic
ssl_resnet50,94.450,5.550,98.920,1.080,25.56,224,0.875,bilinear
resnetv2_50,94.440,5.560,98.740,1.260,25.55,224,0.950,bicubic
tf_efficientnetv2_b2.in1k,94.420,5.580,98.570,1.430,10.10,260,0.890,bicubic
tf_efficientnet_el.in1k,94.410,5.590,98.710,1.290,10.59,300,0.904,bicubic
gcvit_xxtiny,94.400,5.600,98.900,1.100,12.00,224,0.875,bicubic
efficientnet_el_pruned.in1k,94.400,5.600,98.740,1.260,10.59,300,0.904,bicubic
deit_small_patch16_224,94.400,5.600,98.690,1.310,22.05,224,0.900,bicubic
inception_v4,94.380,5.620,98.580,1.420,42.68,299,0.875,bicubic
legacy_seresnext101_32x4d,94.370,5.630,98.650,1.350,48.96,224,0.875,bilinear
tf_efficientnet_b2.aa_in1k,94.360,5.640,98.610,1.390,9.11,260,0.890,bicubic
resnet50_gn,94.350,5.650,98.710,1.290,25.56,224,0.940,bicubic
gluon_seresnext50_32x4d,94.340,5.660,98.610,1.390,27.56,224,0.875,bicubic
resnet50,94.320,5.680,98.440,1.560,25.56,224,0.950,bicubic
ecaresnet26t,94.310,5.690,98.720,1.280,16.01,320,0.950,bicubic
resnetrs50,94.310,5.690,98.640,1.360,35.69,224,0.910,bicubic
dpn107,94.310,5.690,98.480,1.520,86.92,224,0.875,bicubic
xception71,94.280,5.720,98.640,1.360,42.34,299,0.903,bicubic
cait_xxs36_224,94.260,5.740,98.720,1.280,17.30,224,1.000,bicubic
resnet50d,94.260,5.740,98.720,1.280,25.58,224,0.875,bicubic
gluon_xception65,94.260,5.740,98.570,1.430,39.92,299,0.903,bicubic
skresnext50_32x4d,94.260,5.740,98.460,1.540,27.48,224,0.875,bicubic
regnetx_120,94.240,5.760,98.650,1.350,46.11,224,0.875,bicubic
dpn92,94.230,5.770,98.730,1.270,37.67,224,0.875,bicubic
ecaresnet50d_pruned,94.220,5.780,98.730,1.270,19.94,224,0.875,bicubic
gluon_resnet101_v1d,94.220,5.780,98.550,1.450,44.57,224,0.875,bicubic
tf_efficientnet_lite3.in1k,94.200,5.800,98.640,1.360,8.20,300,0.904,bilinear
eca_resnet33ts,94.190,5.810,98.760,1.240,19.68,256,0.900,bicubic
resmlp_36_224,94.190,5.810,98.660,1.340,44.69,224,0.875,bicubic
mixnet_xl.ra_in1k,94.190,5.810,98.340,1.660,11.90,224,0.875,bicubic
resnext50d_32x4d,94.180,5.820,98.570,1.430,25.05,224,0.875,bicubic
levit_192,94.170,5.830,98.540,1.460,10.95,224,0.900,bicubic
gluon_resnet152_v1c,94.160,5.840,98.640,1.360,60.21,224,0.875,bicubic
ens_adv_inception_resnet_v2,94.160,5.840,98.600,1.400,55.84,299,0.897,bicubic
gmlp_s16_224,94.160,5.840,98.500,1.500,19.42,224,0.875,bicubic
vit_base_patch16_224.sam,94.140,5.860,98.670,1.330,86.57,224,0.900,bicubic
efficientnet_b2_pruned.in1k,94.140,5.860,98.530,1.470,8.31,260,0.890,bicubic
dpn98,94.130,5.870,98.570,1.430,61.57,224,0.875,bicubic
regnetx_160,94.120,5.880,98.740,1.260,54.28,224,0.875,bicubic
nf_regnet_b1,94.120,5.880,98.630,1.370,10.22,288,0.900,bicubic
ese_vovnet39b,94.090,5.910,98.660,1.340,24.57,224,0.875,bicubic
xcit_tiny_24_p16_224,94.080,5.920,98.520,1.480,12.12,224,1.000,bicubic
gluon_resnet152_v1b,94.080,5.920,98.450,1.550,60.19,224,0.875,bicubic
coat_lite_mini,94.060,5.940,98.560,1.440,11.01,224,0.900,bicubic
eca_halonext26ts,94.040,5.960,98.490,1.510,10.76,256,0.940,bicubic
resmlp_24_224,94.020,5.980,98.330,1.670,30.02,224,0.875,bicubic
dpn131,94.010,5.990,98.720,1.280,79.25,224,0.875,bicubic
hrnet_w64,94.010,5.990,98.610,1.390,128.06,224,0.875,bilinear
halonet26t,93.980,6.020,98.500,1.500,12.48,256,0.950,bicubic
fbnetv3_b.ra2_in1k,93.960,6.040,98.630,1.370,8.60,256,0.950,bilinear
resnetblur50,93.960,6.040,98.590,1.410,25.56,224,0.875,bicubic
mobilevitv2_125,93.960,6.040,98.560,1.440,7.48,256,0.888,bicubic
dla102x2,93.950,6.050,98.490,1.510,41.28,224,0.875,bilinear
tf_efficientnetv2_b1.in1k,93.940,6.060,98.620,1.380,8.14,240,0.882,bicubic
fbnetv3_d.ra2_in1k,93.930,6.070,98.740,1.260,10.31,256,0.950,bilinear
convnext_femto_ols.d1_in1k,93.920,6.080,98.610,1.390,5.23,288,0.950,bicubic
hrnet_w48,93.920,6.080,98.610,1.390,77.47,224,0.875,bilinear
convnext_femto.d1_in1k,93.920,6.080,98.520,1.480,5.22,288,0.950,bicubic
rexnet_130,93.900,6.100,98.400,1.600,7.56,224,0.875,bicubic
tf_efficientnet_cc_b1_8e.in1k,93.900,6.100,98.260,1.740,39.72,240,0.882,bicubic
regnetx_064,93.890,6.110,98.630,1.370,26.21,224,0.875,bicubic
vit_small_patch16_224.augreg_in1k,93.890,6.110,98.440,1.560,22.05,224,0.900,bicubic
regnetx_080,93.870,6.130,98.520,1.480,39.57,224,0.875,bicubic
repvgg_b2g4,93.860,6.140,98.590,1.410,61.76,224,0.875,bilinear
efficientnet_em.ra2_in1k,93.840,6.160,98.810,1.190,6.90,240,0.882,bicubic
lambda_resnet26t,93.840,6.160,98.640,1.360,10.96,256,0.940,bicubic
resnext101_32x8d,93.830,6.170,98.580,1.420,88.79,224,0.875,bilinear
pvt_v2_b1,93.820,6.180,98.660,1.340,14.01,224,0.900,bicubic
pit_xs_distilled_224,93.810,6.190,98.670,1.330,11.00,224,0.900,bicubic
gluon_resnext50_32x4d,93.810,6.190,98.410,1.590,25.03,224,0.875,bicubic
eca_botnext26ts_256,93.790,6.210,98.500,1.500,10.59,256,0.950,bicubic
gluon_resnet50_v1d,93.770,6.230,98.390,1.610,25.58,224,0.875,bicubic
gluon_resnet101_v1b,93.750,6.250,98.380,1.620,44.55,224,0.875,bicubic
res2net101_26w_4s,93.750,6.250,98.310,1.690,45.21,224,0.875,bilinear
cspresnet50,93.740,6.260,98.640,1.360,21.62,256,0.887,bilinear
legacy_seresnext50_32x4d,93.730,6.270,98.580,1.420,27.56,224,0.875,bilinear
wide_resnet101_2,93.720,6.280,98.540,1.460,126.89,224,0.875,bilinear
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,93.720,6.280,98.070,1.930,119.42,256,0.900,bicubic
lambda_resnet26rpt_256,93.710,6.290,98.510,1.490,10.99,256,0.940,bicubic
dpn68b,93.690,6.310,98.510,1.490,12.61,224,0.875,bicubic
tf_efficientnet_b1.ap_in1k,93.690,6.310,98.360,1.640,7.79,240,0.882,bicubic
gluon_resnet101_v1c,93.670,6.330,98.420,1.580,44.57,224,0.875,bicubic
vit_tiny_patch16_384.augreg_in21k_ft_in1k,93.650,6.350,98.600,1.400,5.79,384,1.000,bicubic
vit_base_patch32_384.augreg_in1k,93.640,6.360,98.400,1.600,88.30,384,1.000,bicubic
tf_efficientnet_b0.ns_jft_in1k,93.630,6.370,98.640,1.360,5.29,224,0.875,bicubic
vit_base_patch16_224.augreg_in1k,93.630,6.370,98.240,1.760,86.57,224,0.900,bicubic
gluon_resnet50_v1s,93.620,6.380,98.460,1.540,25.68,224,0.875,bicubic
resnet33ts,93.600,6.400,98.540,1.460,19.68,256,0.900,bicubic
cait_xxs24_224,93.600,6.400,98.440,1.560,11.96,224,1.000,bicubic
coat_tiny,93.590,6.410,98.430,1.570,5.50,224,0.900,bicubic
regnetx_040,93.560,6.440,98.540,1.460,22.12,224,0.875,bicubic
hrnet_w44,93.550,6.450,98.700,1.300,67.06,224,0.875,bilinear
res2net50_26w_8s,93.540,6.460,98.260,1.740,48.40,224,0.875,bilinear
hrnet_w32,93.530,6.470,98.450,1.550,41.23,224,0.875,bilinear
dla102x,93.520,6.480,98.510,1.490,26.31,224,0.875,bilinear
botnet26t_256,93.520,6.480,98.300,1.700,12.49,256,0.950,bicubic
repvgg_b2,93.500,6.500,98.730,1.270,89.02,224,0.875,bilinear
xcit_nano_12_p8_384_dist,93.500,6.500,98.530,1.470,3.05,384,1.000,bicubic
tf_efficientnet_b1.aa_in1k,93.500,6.500,98.360,1.640,7.79,240,0.882,bicubic
hrnet_w40,93.490,6.510,98.580,1.420,57.56,224,0.875,bilinear
gluon_inception_v3,93.460,6.540,98.570,1.430,23.83,299,0.875,bicubic
xception,93.460,6.540,98.530,1.470,22.86,299,0.897,bicubic
resnet32ts,93.460,6.540,98.490,1.510,17.96,256,0.900,bicubic
mixnet_l.ft_in1k,93.450,6.550,98.220,1.780,7.33,224,0.875,bicubic
xception41,93.430,6.570,98.430,1.570,26.97,299,0.903,bicubic
res2net50_26w_6s,93.410,6.590,98.280,1.720,37.05,224,0.875,bilinear
legacy_seresnet152,93.400,6.600,98.350,1.650,66.82,224,0.875,bilinear
xcit_tiny_12_p16_224_dist,93.390,6.610,98.500,1.500,6.72,224,1.000,bicubic
cs3darknet_m,93.350,6.650,98.600,1.400,9.31,288,0.950,bicubic
dla169,93.340,6.660,98.600,1.400,53.39,224,0.875,bilinear
levit_128,93.340,6.660,98.380,1.620,9.21,224,0.900,bicubic
resnest26d,93.330,6.670,98.630,1.370,17.07,224,0.875,bilinear
repvgg_b1,93.330,6.670,98.510,1.490,57.42,224,0.875,bilinear
bat_resnext26ts,93.330,6.670,98.350,1.650,10.73,256,0.900,bicubic
tf_inception_v3,93.320,6.680,98.030,1.970,23.83,299,0.875,bicubic
tf_mixnet_l.in1k,93.310,6.690,98.030,1.970,7.33,224,0.875,bicubic
tv_resnet152,93.300,6.700,98.390,1.610,60.19,224,0.875,bilinear
selecsls60b,93.300,6.700,98.280,1.720,32.77,224,0.875,bicubic
legacy_seresnet101,93.280,6.720,98.510,1.490,49.33,224,0.875,bilinear
mobilevitv2_100,93.270,6.730,98.280,1.720,4.90,256,0.888,bicubic
efficientnet_b1.ft_in1k,93.250,6.750,98.290,1.710,7.79,256,1.000,bicubic
coat_lite_tiny,93.240,6.760,98.260,1.740,5.72,224,0.900,bicubic
hrnet_w30,93.200,6.800,98.410,1.590,37.71,224,0.875,bilinear
mobilevit_s,93.180,6.820,98.430,1.570,5.58,256,0.900,bicubic
dla60_res2net,93.180,6.820,98.420,1.580,20.85,224,0.875,bilinear
dla60_res2next,93.180,6.820,98.410,1.590,17.03,224,0.875,bilinear
efficientnet_es.ra_in1k,93.140,6.860,98.420,1.580,5.44,224,0.875,bicubic
dla60x,93.120,6.880,98.510,1.490,17.35,224,0.875,bilinear
regnetx_032,93.120,6.880,98.390,1.610,15.30,224,0.875,bicubic
tf_efficientnetv2_b0.in1k,93.110,6.890,98.390,1.610,7.14,224,0.875,bicubic
pit_xs_224,93.110,6.890,98.310,1.690,10.62,224,0.900,bicubic
convnext_atto_ols.a2_in1k,93.080,6.920,98.470,1.530,3.70,288,0.950,bicubic
dla102,93.060,6.940,98.540,1.460,33.27,224,0.875,bilinear
gluon_resnet50_v1c,93.030,6.970,98.390,1.610,25.58,224,0.875,bicubic
regnety_016,93.030,6.970,98.360,1.640,11.20,224,0.875,bicubic
selecsls60,93.030,6.970,98.300,1.700,30.67,224,0.875,bicubic
rexnet_100,93.030,6.970,98.190,1.810,4.80,224,0.875,bicubic
repvgg_b1g4,92.980,7.020,98.430,1.570,39.97,224,0.875,bilinear
legacy_seresnet50,92.960,7.040,98.190,1.810,28.09,224,0.875,bilinear
cs3darknet_focus_m,92.950,7.050,98.390,1.610,9.30,288,0.950,bicubic
hardcorenas_f,92.950,7.050,98.160,1.840,8.20,224,0.875,bilinear
tf_efficientnet_em.in1k,92.930,7.070,98.190,1.810,6.90,240,0.882,bicubic
crossvit_9_dagger_240,92.900,7.100,98.240,1.760,8.78,240,0.875,bicubic
adv_inception_v3,92.880,7.120,98.140,1.860,23.83,299,0.875,bicubic
res2next50,92.840,7.160,98.180,1.820,24.67,224,0.875,bilinear
tf_efficientnet_cc_b0_8e.in1k,92.830,7.170,98.180,1.820,24.01,224,0.875,bicubic
resmlp_12_distilled_224,92.830,7.170,98.140,1.860,15.35,224,0.875,bicubic
gmixer_24_224,92.830,7.170,97.880,2.120,24.72,224,0.875,bicubic
seresnext26t_32x4d,92.820,7.180,98.370,1.630,16.81,224,0.875,bicubic
tv_resnet101,92.810,7.190,98.250,1.750,44.55,224,0.875,bilinear
convnext_atto.d2_in1k,92.790,7.210,98.060,1.940,3.70,288,0.950,bicubic
gcresnext26ts,92.770,7.230,98.260,1.740,10.48,256,0.900,bicubic
efficientnet_b1_pruned.in1k,92.770,7.230,98.040,1.960,6.33,240,0.882,bicubic
densenet201,92.750,7.250,98.230,1.770,20.01,224,0.875,bicubic
resnet26t,92.750,7.250,98.210,1.790,16.01,256,0.940,bicubic
tv_resnext50_32x4d,92.740,7.260,98.270,1.730,25.03,224,0.875,bilinear
res2net50_14w_8s,92.740,7.260,98.180,1.820,25.06,224,0.875,bilinear
inception_v3,92.720,7.280,97.970,2.030,23.83,299,0.875,bicubic
seresnext26d_32x4d,92.700,7.300,98.150,1.850,16.81,224,0.875,bicubic
seresnext26ts,92.690,7.310,98.290,1.710,10.39,256,0.900,bicubic
efficientnet_b0.ra_in1k,92.690,7.310,98.070,1.930,5.29,224,0.875,bicubic
resnet34d,92.680,7.320,98.310,1.690,21.82,224,0.875,bicubic
tf_efficientnet_lite2.in1k,92.650,7.350,98.230,1.770,6.09,260,0.890,bicubic
legacy_seresnext26_32x4d,92.640,7.360,98.130,1.870,16.79,224,0.875,bicubic
poolformer_s12,92.620,7.380,98.200,1.800,11.92,224,0.900,bicubic
tf_efficientnet_lite1.in1k,92.620,7.380,98.080,1.920,5.42,240,0.882,bicubic
eca_resnext26ts,92.610,7.390,98.260,1.740,10.30,256,0.900,bicubic
tf_efficientnet_cc_b0_4e.in1k,92.590,7.410,98.080,1.920,13.31,224,0.875,bicubic
hardcorenas_e,92.570,7.430,98.110,1.890,8.07,224,0.875,bilinear
res2net50_48w_2s,92.550,7.450,98.080,1.920,25.29,224,0.875,bilinear
gluon_resnet50_v1b,92.540,7.460,98.170,1.830,25.56,224,0.875,bicubic
densenet161,92.500,7.500,98.290,1.710,28.68,224,0.875,bicubic
xcit_tiny_12_p16_224,92.500,7.500,98.240,1.760,6.72,224,1.000,bicubic
res2net50_26w_4s,92.500,7.500,98.060,1.940,25.70,224,0.875,bilinear
tinynet_a.in1k,92.440,7.560,98.080,1.920,6.19,192,0.875,bicubic
convmixer_1024_20_ks9_p14,92.430,7.570,98.270,1.730,24.38,224,0.960,bicubic
mixnet_m.ft_in1k,92.430,7.570,97.870,2.130,5.01,224,0.875,bicubic
hardcorenas_d,92.400,7.600,98.070,1.930,7.50,224,0.875,bilinear
mobilenetv2_120d.ra_in1k,92.400,7.600,98.050,1.950,5.83,224,0.875,bicubic
skresnet34,92.390,7.610,98.150,1.850,22.28,224,0.875,bicubic
tf_mixnet_m.in1k,92.330,7.670,97.890,2.110,5.01,224,0.875,bicubic
hrnet_w18,92.320,7.680,98.240,1.760,21.30,224,0.875,bilinear
ese_vovnet19b_dw,92.290,7.710,98.090,1.910,6.54,224,0.875,bicubic
selecsls42b,92.280,7.720,98.150,1.850,32.46,224,0.875,bicubic
mobilenetv3_large_100.miil_in21k_ft_in1k,92.260,7.740,97.640,2.360,5.48,224,0.875,bilinear
tf_efficientnet_b0.aa_in1k,92.250,7.750,98.000,2.000,5.29,224,0.875,bicubic
dla60,92.230,7.770,98.110,1.890,22.04,224,0.875,bilinear
resmlp_12_224,92.210,7.790,98.160,1.840,15.35,224,0.875,bicubic
tf_efficientnet_b0.ap_in1k,92.200,7.800,98.020,1.980,5.29,224,0.875,bicubic
regnetx_016,92.170,7.830,98.210,1.790,9.19,224,0.875,bicubic
gernet_s,92.140,7.860,98.190,1.810,8.17,224,0.875,bilinear
xcit_nano_12_p8_224_dist,92.090,7.910,98.160,1.840,3.05,224,1.000,bicubic
resnet26d,92.070,7.930,97.960,2.040,16.01,224,0.875,bicubic
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,92.040,7.960,98.290,1.710,6.36,384,1.000,bicubic
vit_small_patch32_224.augreg_in21k_ft_in1k,92.040,7.960,98.230,1.770,22.88,224,0.900,bicubic
hardcorenas_c,92.020,7.980,97.840,2.160,5.52,224,0.875,bilinear
dpn68,92.010,7.990,98.050,1.950,12.61,224,0.875,bicubic
tf_efficientnet_es.in1k,91.980,8.020,97.860,2.140,5.44,224,0.875,bicubic
levit_128s,91.970,8.030,98.060,1.940,7.78,224,0.900,bicubic
repvgg_a2,91.940,8.060,98.150,1.850,28.21,224,0.875,bilinear
densenet169,91.930,8.070,98.100,1.900,14.15,224,0.875,bicubic
densenetblur121d,91.910,8.090,98.070,1.930,8.00,224,0.875,bicubic
tv_resnet50,91.880,8.120,98.040,1.960,25.56,224,0.875,bilinear
resnext26ts,91.870,8.130,97.920,2.080,10.30,256,0.900,bicubic
mixer_b16_224,91.870,8.130,97.250,2.750,59.88,224,0.875,bicubic
mobilenetv2_140.ra_in1k,91.830,8.170,97.860,2.140,6.11,224,0.875,bicubic
mixnet_s.ft_in1k,91.830,8.170,97.690,2.310,4.13,224,0.875,bicubic
xcit_nano_12_p16_384_dist,91.820,8.180,98.020,1.980,3.05,384,1.000,bicubic
hardcorenas_b,91.770,8.230,97.780,2.220,5.18,224,0.875,bilinear
vit_tiny_patch16_224.augreg_in21k_ft_in1k,91.760,8.240,98.040,1.960,5.72,224,0.900,bicubic
mobilevitv2_075,91.760,8.240,97.860,2.140,2.87,256,0.888,bicubic
regnety_008,91.750,8.250,98.180,1.820,6.26,224,0.875,bicubic
resnest14d,91.720,8.280,97.870,2.130,10.61,224,0.875,bilinear
edgenext_x_small,91.720,8.280,97.610,2.390,2.34,288,1.000,bicubic
densenet121,91.570,8.430,98.030,1.970,7.98,224,0.875,bicubic
tf_mixnet_s.in1k,91.510,8.490,97.620,2.380,4.13,224,0.875,bicubic
repvgg_b0,91.430,8.570,97.990,2.010,15.82,224,0.875,bilinear
regnety_006,91.370,8.630,97.710,2.290,6.06,224,0.875,bicubic
hardcorenas_a,91.350,8.650,97.860,2.140,5.26,224,0.875,bilinear
mobilenetv3_large_100.ra_in1k,91.320,8.680,97.710,2.290,5.48,224,0.875,bicubic
semnasnet_100.rmsp_in1k,91.280,8.720,97.560,2.440,3.89,224,0.875,bicubic
tf_mobilenetv3_large_100.in1k,91.240,8.760,97.660,2.340,5.48,224,0.875,bilinear
mobilenetv3_rw.rmsp_in1k,91.210,8.790,97.660,2.340,5.48,224,0.875,bicubic
hrnet_w18_small_v2,91.190,8.810,97.900,2.100,15.60,224,0.875,bilinear
vit_base_patch32_224.augreg_in1k,91.190,8.810,97.380,2.620,88.22,224,0.900,bicubic
efficientnet_es_pruned.in1k,91.180,8.820,97.750,2.250,5.44,224,0.875,bicubic
efficientnet_lite0.ra_in1k,91.140,8.860,97.630,2.370,4.65,224,0.875,bicubic
resnet34,91.130,8.870,97.620,2.380,21.80,224,0.875,bilinear
resnet26,91.110,8.890,97.740,2.260,16.00,224,0.875,bicubic
regnetx_008,91.050,8.950,97.710,2.290,7.26,224,0.875,bicubic
tf_efficientnet_lite0.in1k,91.040,8.960,97.590,2.410,4.65,224,0.875,bicubic
xcit_nano_12_p8_224,91.020,8.980,97.800,2.200,3.05,224,1.000,bicubic
gluon_resnet34_v1b,90.960,9.040,97.630,2.370,21.80,224,0.875,bicubic
mobilenetv2_110d.ra_in1k,90.950,9.050,97.550,2.450,4.52,224,0.875,bicubic
tinynet_b.in1k,90.920,9.080,97.670,2.330,3.73,188,0.875,bicubic
pit_ti_distilled_224,90.900,9.100,97.700,2.300,5.10,224,0.900,bicubic
tv_densenet121,90.890,9.110,97.710,2.290,7.98,224,0.875,bicubic
legacy_seresnet34,90.890,9.110,97.580,2.420,21.96,224,0.875,bilinear
mobilevit_xs,90.830,9.170,97.920,2.080,2.32,256,0.900,bicubic
dla34,90.760,9.240,97.660,2.340,15.74,224,0.875,bilinear
deit_tiny_distilled_patch16_224,90.700,9.300,97.570,2.430,5.91,224,0.900,bicubic
fbnetc_100.rmsp_in1k,90.700,9.300,97.210,2.790,5.57,224,0.875,bilinear
swsl_resnet18,90.690,9.310,97.700,2.300,11.69,224,0.875,bilinear
crossvit_9_240,90.640,9.360,97.740,2.260,8.55,240,0.875,bicubic
convit_tiny,90.630,9.370,97.740,2.260,5.71,224,0.875,bicubic
mnasnet_100.rmsp_in1k,90.510,9.490,97.470,2.530,4.38,224,0.875,bicubic
regnety_004,90.500,9.500,97.540,2.460,4.34,224,0.875,bicubic
regnetx_006,90.350,9.650,97.430,2.570,6.20,224,0.875,bicubic
spnasnet_100.rmsp_in1k,90.350,9.650,97.190,2.810,4.42,224,0.875,bilinear
crossvit_tiny_240,90.250,9.750,97.590,2.410,7.01,240,0.875,bicubic
ssl_resnet18,90.220,9.780,97.550,2.450,11.69,224,0.875,bilinear
vgg16_bn,90.090,9.910,97.370,2.630,138.37,224,0.875,bilinear
vgg19_bn,90.080,9.920,97.580,2.420,143.68,224,0.875,bilinear
semnasnet_075.rmsp_in1k,90.070,9.930,97.430,2.570,2.91,224,0.875,bicubic
ghostnet_100,90.020,9.980,97.370,2.630,5.18,224,0.875,bilinear
pit_ti_224,89.940,10.060,97.450,2.550,4.85,224,0.900,bicubic
tv_resnet34,89.940,10.060,97.340,2.660,21.80,224,0.875,bilinear
vit_base_patch32_224.sam,89.750,10.250,97.000,3.000,88.22,224,0.900,bicubic
tf_mobilenetv3_large_075.in1k,89.680,10.320,97.210,2.790,3.99,224,0.875,bilinear
xcit_nano_12_p16_224_dist,89.680,10.320,97.090,2.910,3.05,224,1.000,bicubic
deit_tiny_patch16_224,89.670,10.330,97.450,2.550,5.72,224,0.900,bicubic
skresnet18,89.660,10.340,97.230,2.770,11.96,224,0.875,bicubic
mobilenetv2_100.ra_in1k,89.600,10.400,97.140,2.860,3.50,224,0.875,bicubic
resnet18d,89.280,10.720,97.150,2.850,11.71,224,0.875,bicubic
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,89.170,10.830,97.230,2.770,6.34,224,0.900,bicubic
hrnet_w18_small,89.050,10.950,97.110,2.890,13.19,224,0.875,bilinear
resnet14t,89.050,10.950,96.620,3.380,10.08,224,0.950,bilinear
vgg19,89.040,10.960,96.870,3.130,143.67,224,0.875,bilinear
tf_mobilenetv3_large_minimal_100.in1k,88.970,11.030,96.860,3.140,3.92,224,0.875,bilinear
regnetx_004,88.900,11.100,97.120,2.880,5.16,224,0.875,bicubic
legacy_seresnet18,88.880,11.120,96.980,3.020,11.78,224,0.875,bicubic
edgenext_xx_small,88.880,11.120,96.690,3.310,1.33,288,1.000,bicubic
pvt_v2_b0,88.790,11.210,96.860,3.140,3.67,224,0.900,bicubic
lcnet_100.ra2_in1k,88.790,11.210,96.730,3.270,2.95,224,0.875,bicubic
vgg13_bn,88.760,11.240,96.970,3.030,133.05,224,0.875,bilinear
xcit_nano_12_p16_224,88.610,11.390,96.790,3.210,3.05,224,1.000,bicubic
vgg16,88.550,11.450,96.790,3.210,138.36,224,0.875,bilinear
gluon_resnet18_v1b,88.400,11.600,96.680,3.320,11.69,224,0.875,bicubic
mobilevitv2_050,88.230,11.770,96.990,3.010,1.37,256,0.888,bicubic
tinynet_c.in1k,87.770,12.230,96.370,3.630,2.46,184,0.875,bicubic
vgg11_bn,87.500,12.500,96.820,3.180,132.87,224,0.875,bilinear
resnet18,87.390,12.610,96.290,3.710,11.69,224,0.875,bilinear
regnety_002,87.380,12.620,96.590,3.410,3.16,224,0.875,bicubic
mobilevit_xxs,87.170,12.830,96.100,3.900,1.27,256,0.900,bicubic
mixer_l16_224,87.150,12.850,93.520,6.480,208.20,224,0.875,bicubic
vgg13,87.050,12.950,96.320,3.680,133.05,224,0.875,bilinear
vgg11,86.550,13.450,96.280,3.720,132.86,224,0.875,bilinear
dla60x_c,86.290,13.710,96.160,3.840,1.32,224,0.875,bilinear
resnet10t,86.200,13.800,95.650,4.350,5.44,224,0.950,bilinear
regnetx_002,86.190,13.810,95.980,4.020,2.68,224,0.875,bicubic
lcnet_075.ra2_in1k,85.990,14.010,95.680,4.320,2.36,224,0.875,bicubic
mobilenetv3_small_100.lamb_in1k,85.220,14.780,95.620,4.380,2.54,224,0.875,bicubic
tf_mobilenetv3_small_100.in1k,85.190,14.810,95.770,4.230,2.54,224,0.875,bilinear
tinynet_d.in1k,84.750,15.250,95.180,4.820,2.34,152,0.875,bicubic
mnasnet_small.lamb_in1k,84.440,15.560,95.180,4.820,2.03,224,0.875,bicubic
dla46x_c,84.250,15.750,95.270,4.730,1.07,224,0.875,bilinear
mobilenetv2_050.lamb_in1k,83.890,16.110,94.720,5.280,1.97,224,0.875,bicubic
dla46_c,83.650,16.350,94.920,5.080,1.30,224,0.875,bilinear
tf_mobilenetv3_small_075.in1k,83.520,16.480,94.790,5.210,2.04,224,0.875,bilinear
mobilenetv3_small_075.lamb_in1k,83.040,16.960,94.100,5.900,2.04,224,0.875,bicubic
lcnet_050.ra2_in1k,81.780,18.220,93.710,6.290,1.88,224,0.875,bicubic
tf_mobilenetv3_small_minimal_100.in1k,81.380,18.620,93.670,6.330,2.04,224,0.875,bilinear
tinynet_e.in1k,78.900,21.100,92.560,7.440,2.04,106,0.875,bicubic
mobilenetv3_small_050.lamb_in1k,76.990,23.010,91.300,8.700,1.59,224,0.875,bicubic