resnet50 |
79.63 |
94.63 |
25.5 |
ImageNet1K |
224 |
Link |
mobilenetv3_large_100 |
74.90 |
92.18 |
5.48 |
ImageNet1K |
224 |
Link |
conformer |
|
|
|
|
|
|
vit |
|
|
|
|
|
|
swin_tiny_patch4_window7_224 |
81.07 |
95.31 |
28 |
ImageNet1K |
224 |
Link |
swin_small_patch4_window7_224 |
81.37 |
95.46 |
50 |
ImageNet1K |
224 |
Link |
swinv2_tiny_patch4_window8_256 |
81.35 |
95.69 |
28 |
ImageNet1K |
256 |
Link |
beit_base_patch16_224 |
84.72 |
97.40 |
87.00 |
ImageNet1K |
224 |
Link |
beit_base_patch16_384 |
86.49 |
97.97 |
90.75 |
ImageNet1K |
384 |
Link |
beit_large_patch16_224 |
87.15 |
98.18 |
305.39 |
ImageNet1K |
224 |
Link |
beit_large_patch16_384 |
88.13 |
98.50 |
313.01 |
ImageNet1K |
384 |
Link |
beit_large_patch16_512 |
88.22 |
98.53 |
330.91 |
ImageNet1K |
512 |
Link |
beitv2_base_patch16_224 |
86.39 |
97.96 |
87.00 |
ImageNet1K |
224 |
Link |
beitv2_large_patch16_224 |
88.35 |
98.50 |
305.39 |
ImageNet1K |
224 |
Link |
deit_tiny_patch16_224 |
72.12 |
91.02 |
5.72 |
ImageNet1K |
224 |
Link |
deit_small_patch16_224 |
79.77 |
94.96 |
22.05 |
ImageNet1K |
224 |
Link |
deit_base_patch16_224 |
81.91 |
95.64 |
86.57 |
ImageNet1K |
224 |
Link |
deit_base_patch16_384 |
83.02 |
96.30 |
86.86 |
ImageNet1K |
384 |
Link |
deit_tiny_distilled_patch16_224 |
73.87 |
91.61 |
5.91 |
ImageNet1K |
224 |
Link |
deit_small_distilled_patch16_224 |
80.65 |
94.98 |
22.44 |
ImageNet1K |
224 |
Link |
deit_base_distilled_patch16_224 |
82.75 |
96.09 |
87.34 |
ImageNet1K |
224 |
Link |
deit_base_distilled_patch16_384 |
84.80 |
96.93 |
87.63 |
ImageNet1K |
384 |
Link |
deit3_small_patch16_224 |
81.29 |
95.37 |
22.06 |
ImageNet1K |
224 |
Link |
deit3_small_patch16_384 |
83.34 |
96.58 |
22.21 |
ImageNet1K |
384 |
Link |
deit3_medium_patch16_224 |
82.91 |
96.13 |
38.85 |
ImageNet1K |
224 |
Link |
deit3_base_patch16_224 |
83.72 |
96.49 |
86.59 |
ImageNet1K |
224 |
Link |
deit3_base_patch16_384 |
85.01 |
97.15 |
86.88 |
ImageNet1K |
384 |
Link |
deit3_large_patch16_224 |
84.70 |
96.94 |
304.37 |
ImageNet1K |
224 |
Link |
deit3_large_patch16_384 |
85.74 |
97.51 |
304.76 |
ImageNet1K |
384 |
Link |
deit3_huge_patch14_224 |
85.13 |
97.25 |
632.13 |
ImageNet1K |
224 |
Link |
deit3_small_patch16_224_in21ft1k |
83.00 |
96.68 |
22.06 |
ImageNet1K |
224 |
Link |
deit3_small_patch16_384_in21ft1k |
84.74 |
97.39 |
22.21 |
ImageNet1K |
384 |
Link |
deit3_medium_patch16_224_in21ft1k |
84.47 |
97.10 |
38.85 |
ImageNet1K |
224 |
Link |
deit3_base_patch16_224_in21ft1k |
85.63 |
97.66 |
86.59 |
ImageNet1K |
224 |
Link |
deit3_base_patch16_384_in21ft1k |
86.65 |
98.02 |
86.88 |
ImageNet1K |
384 |
Link |
deit3_large_patch16_224_in21ft1k |
86.89 |
98.15 |
304.37 |
ImageNet1K |
224 |
Link |
deit3_large_patch16_384_in21ft1k |
87.63 |
98.42 |
304.76 |
ImageNet1K |
384 |
Link |
deit3_huge_patch14_224_in21ft1k |
87.09 |
98.17 |
632.13 |
ImageNet1K |
224 |
Link |
xcit_nano_12_p16_224 |
69.88 |
89.67 |
3.06 |
ImageNet1K |
224 |
Link |
xcit_nano_12_p16_224_dist |
72.23 |
90.76 |
3.06 |
ImageNet1K |
224 |
Link |
xcit_nano_12_p16_384_dist |
75.38 |
92.59 |
3.06 |
ImageNet1K |
384 |
Link |
xcit_tiny_12_p16_224 |
77.05 |
93.62 |
6.72 |
ImageNet1K |
224 |
Link |
xcit_tiny_12_p16_224_dist |
78.51 |
94.12 |
6.72 |
ImageNet1K |
224 |
Link |
xcit_tiny_12__p16_384_dist |
80.87 |
95.33 |
6.72 |
ImageNet1K |
384 |
Link |
xcit_small_12__p16_224 |
81.90 |
95.73 |
26.26 |
ImageNet1K |
224 |
Link |
xcit_small_12__p16_224_dist |
83.25 |
96.33 |
26.26 |
ImageNet1K |
224 |
Link |
xcit_small_12__p16_384_dist |
84.65 |
97.02 |
26.26 |
ImageNet1K |
384 |
Link |
xcit_tiny_24_p16_224 |
79.39 |
94.78 |
12.13 |
ImageNet1K |
224 |
Link |
xcit_tiny_24_p16_224_dist |
79.90 |
94.76 |
12.13 |
ImageNet1K |
224 |
Link |
xcit_tiny_24_p16_384_dist |
82.49 |
96.19 |
12.13 |
ImageNet1K |
384 |
Link |
xcit_small_24_p16_224 |
82.48 |
95.90 |
47.69 |
ImageNet1K |
224 |
Link |
xcit_small_24_p16_224_dist |
83.78 |
96.63 |
47.69 |
ImageNet1K |
224 |
Link |
xcit_small_24_p16_384_dist |
85.00 |
97.23 |
47.69 |
ImageNet1K |
384 |
Link |
xcit_medium_24_p16_224 |
82.52 |
95.87 |
84.42 |
ImageNet1K |
224 |
Link |
xcit_medium_24_p16_224_dist |
84.19 |
96.85 |
84.42 |
ImageNet1K |
224 |
Link |
xcit_medium_24_p16_384_dist |
85.34 |
97.32 |
84.42 |
ImageNet1K |
384 |
Link |
xcit_large_24_p16_224 |
82.80 |
95.76 |
189.14 |
ImageNet1K |
224 |
Link |
xcit_large_24_p16_224_dist |
84.86 |
97.04 |
189.14 |
ImageNet1K |
224 |
Link |
xcit_large_24_p16_384_dist |
85.70 |
97.45 |
189.14 |
ImageNet1K |
384 |
Link |
xcit_nano_12_p8_224 |
73.81 |
92.06 |
3.05 |
ImageNet1K |
224 |
Link |
xcit_nano_12_p8_224_dist |
76.27 |
92.98 |
3.05 |
ImageNet1K |
224 |
Link |
xcit_nano_12_p8_384_dist |
77.77 |
93.96 |
3.05 |
ImageNet1K |
384 |
Link |
xcit_tiny_12_p8_224 |
79.66 |
94.96 |
6.71 |
ImageNet1K |
224 |
Link |
xcit_tiny_12_p8_224_dist |
81.12 |
95.52 |
6.71 |
ImageNet1K |
224 |
Link |
xcit_tiny_12_p8_384_dist |
82.31 |
96.12 |
6.71 |
ImageNet1K |
384 |
Link |
xcit_small_12_p8_224 |
83.25 |
96.38 |
26.22 |
ImageNet1K |
224 |
Link |
xcit_small_12_p8_224_dist |
84.18 |
96.78 |
26.22 |
ImageNet1K |
224 |
Link |
xcit_small_12_p8_384_dist |
84.98 |
97.16 |
26.22 |
ImageNet1K |
384 |
Link |
xcit_tiny_24_p8_224 |
81.83 |
95.89 |
12.12 |
ImageNet1K |
224 |
Link |
xcit_tiny_24_p8_224_dist |
82.49 |
96.09 |
12.12 |
ImageNet1K |
224 |
Link |
xcit_tiny_24_p8_384_dist |
83.68 |
97.09 |
12.12 |
ImageNet1K |
384 |
Link |
xcit_small_24_p8_224 |
83.02 |
96.08 |
47.65 |
ImageNet1K |
224 |
Link |
xcit_small_24_p8_224_dist |
84.78 |
97.09 |
47.65 |
ImageNet1K |
224 |
Link |
xcit_small_24_p8_384_dist |
85.49 |
97.47 |
47.65 |
ImageNet1K |
384 |
Link |
xcit_medium_24_p8_224 |
83.62 |
96.27 |
84.35 |
ImageNet1K |
224 |
Link |
xcit_medium_24_p8_224_dist |
84.98 |
97.18 |
84.35 |
ImageNet1K |
224 |
Link |
xcit_medium_24_p8_384_dist |
85.72 |
97.49 |
84.35 |
ImageNet1K |
384 |
Link |
xcit_large_24_p8_224 |
84.29 |
96.55 |
188.97 |
ImageNet1K |
224 |
Link |
xcit_large_24_p8_224_dist |
85.33 |
97.32 |
188.97 |
ImageNet1K |
224 |
Link |
xcit_large_24_p8_384_dist |
85.38 |
97.26 |
188.97 |
ImageNet1K |
384 |
Link |
cait_xxs24_224 |
78.33 |
94.22 |
11.91 |
ImageNet1K |
224 |
Link |
cait_xxs24_384 |
80.85 |
95.55 |
12.03 |
ImageNet1K |
384 |
Link |
xcait_xxs36_224 |
79.68 |
94.77 |
17.30 |
ImageNet1K |
224 |
Link |
cait_xxs36_384 |
82.11 |
96.06 |
17.37 |
ImageNet1K |
384 |
Link |
cait_xs24_384 |
83.97 |
96.79 |
26.67 |
ImageNet1K |
384 |
Link |
cait_s24_224 |
83.39 |
96.48 |
46.92 |
ImageNet1K |
224 |
Link |
cait_s24_384 |
84.97 |
97.26 |
47.06 |
ImageNet1K |
384 |
Link |
cait_s36_384 |
85.36 |
97.39 |
68.37 |
ImageNet1K |
384 |
Link |
cait_m36_384 |
85.97 |
97.64 |
271.22 |
ImageNet1K |
384 |
Link |
cait_m48_448 |
86.39 |
97.65 |
356.46 |
ImageNet1K |
448 |
Link |
convit_tiny |
72.87 |
91.40 |
5.71 |
ImageNet1K |
224 |
Link |
convit_small |
81.12 |
95.40 |
27.78 |
ImageNet1K |
224 |
Link |
convit_base |
82.01 |
95.59 |
86.54 |
ImageNet1K |
224 |
Link |
crossvit_tiny_240 |
73.13 |
91.69 |
7.01 |
ImageNet1K |
240 |
Link |
crossvit_small_240 |
80.80 |
95.36 |
26.86 |
ImageNet1K |
240 |
Link |
crossvit_base_240 |
81.88 |
95.42 |
105.03 |
ImageNet1K |
240 |
Link |
crossvit_9_240 |
73.33 |
91.53 |
8.55 |
ImageNet1K |
240 |
Link |
crossvit_15_240 |
81.01 |
95.38 |
27.53 |
ImageNet1K |
240 |
Link |
crossvit_18_240 |
81.93 |
95.69 |
43.27 |
ImageNet1K |
240 |
Link |
crossvit_9_dagger_240 |
76.50 |
93.17 |
8.78 |
ImageNet1K |
240 |
Link |
crossvit_15_dagger_240 |
81.63 |
95.58 |
28.21 |
ImageNet1K |
240 |
Link |
crossvit_15_dagger_408 |
83.41 |
96.39 |
28.50 |
ImageNet1K |
408 |
Link |
crossvit_18_dagger_240 |
81.89 |
95.72 |
44.27 |
ImageNet1K |
240 |
Link |
crossvit_18_dagger_408 |
83.85 |
96.48 |
44.61 |
ImageNet1K |
408 |
Link |
pit_ti_224 |
72.86 |
91.32 |
4.85 |
ImageNet1K |
224 |
Link |
pit_ti_distilled_224 |
74.46 |
92.01 |
5.10 |
ImageNet1K |
224 |
Link |
pit_xs_224 |
78.10 |
94.08 |
10.62 |
ImageNet1K |
224 |
Link |
pit_xs_distilled_224 |
79.22 |
94.28 |
11.00 |
ImageNet1K |
224 |
Link |
pit_s_224 |
81.00 |
95.24 |
23.46 |
ImageNet1K |
224 |
Link |
pit_s_distilled_224 |
81.91 |
95.69 |
24.04 |
ImageNet1K |
224 |
Link |
pit_b_224 |
82.37 |
95.62 |
73.76 |
ImageNet1K |
224 |
Link |
pit_b_distilled_224 |
84.09 |
96.76 |
73.79 |
ImageNet1K |
224 |
Link |