pytorch-image-models/results/results-sketch.csv

1	model	top1	top1_err	top5	top5_err	param_count	img_size	crop_pct	interpolation	top1_diff	top5_diff	rank_diff
2	eva_giant_patch14_336.clip_ft_in1k	71.177	28.823	90.299	9.701	1,013.01	336	1.000	bicubic	-18.289	-8.527	+6
3	eva02_large_patch14_448.mim_m38m_ft_in22k_in1k	70.662	29.338	89.854	10.146	305.08	448	1.000	bicubic	-19.390	-9.194	-1
4	eva02_large_patch14_448.mim_m38m_ft_in1k	70.544	29.456	89.843	10.157	305.08	448	1.000	bicubic	-19.026	-9.079	+2
5	convnext_xxlarge.clip_laion2b_soup_ft_in1k	70.039	29.961	90.334	9.666	846.47	256	1.000	bicubic	-18.565	-8.374	+10
6	eva_giant_patch14_224.clip_ft_in1k	70.021	29.979	89.768	10.232	1,012.56	224	0.900	bicubic	-18.859	-8.912	+4
7	eva_giant_patch14_336.m30m_ft_in22k_in1k	68.052	31.948	87.819	12.181	1,013.01	336	1.000	bicubic	-21.514	-11.133	0
8	eva02_large_patch14_448.mim_in22k_ft_in22k_in1k	67.533	32.467	87.504	12.496	305.08	448	1.000	bicubic	-22.433	-11.508	-5
9	eva_giant_patch14_560.m30m_ft_in22k_in1k	67.486	32.514	87.473	12.527	1,014.45	560	1.000	bicubic	-22.300	-11.519	-5
10	vit_huge_patch14_clip_224.laion2b_ft_in1k	67.396	32.604	87.882	12.118	632.05	224	1.000	bicubic	-20.192	-10.337	+39
11	eva02_large_patch14_448.mim_in22k_ft_in1k	66.985	33.015	87.443	12.557	305.08	448	1.000	bicubic	-22.639	-11.507	-6
12	convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384	66.435	33.565	87.349	12.651	200.13	384	1.000	bicubic	-21.413	-11.097	+31
13	vit_large_patch14_clip_336.laion2b_ft_in1k	65.745	34.255	86.905	13.095	304.53	336	1.000	bicubic	-22.111	-11.463	+28
14	convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384	65.731	34.269	87.017	12.983	200.13	384	1.000	bicubic	-22.575	-11.565	+10
15	vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k	65.323	34.677	86.826	13.174	632.05	224	1.000	bicubic	-22.933	-11.726	+11
16	vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k	65.260	34.740	86.757	13.242	632.46	336	1.000	bicubic	-23.332	-11.905	+1
17	convnext_large_mlp.clip_laion2b_augreg_ft_in1k	65.091	34.909	86.284	13.716	200.13	256	1.000	bicubic	-22.243	-11.934	+42
18	convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320	64.920	35.080	86.651	13.349	200.13	320	1.000	bicubic	-23.038	-11.825	+19
19	vit_large_patch14_clip_224.laion2b_ft_in1k	64.814	35.186	86.575	13.425	304.20	224	1.000	bicubic	-22.468	-11.671	+42
20	regnety_1280.swag_ft_in1k	64.106	35.894	86.034	13.966	644.81	384	1.000	bicubic	-24.124	-12.652	+9
21	vit_large_patch14_clip_336.openai_ft_in12k_in1k	64.071	35.929	85.914	14.086	304.53	336	1.000	bicubic	-24.197	-12.612	+4
22	eva_large_patch14_336.in22k_ft_in1k	63.096	36.904	84.380	15.620	304.53	336	1.000	bicubic	-25.574	-14.342	-8
23	vit_large_patch14_clip_224.openai_ft_in1k	62.630	37.370	85.113	14.887	304.20	224	1.000	bicubic	-25.222	-13.313	+19
24	vit_large_patch14_clip_224.laion2b_ft_in12k_in1k	62.061	37.939	84.319	15.681	304.20	224	1.000	bicubic	-25.831	-14.091	+16
25	vit_large_patch14_clip_336.laion2b_ft_in12k_in1k	61.612	38.388	83.647	16.353	304.53	336	1.000	bicubic	-26.566	-14.923	+8
26	vit_large_patch14_clip_224.openai_ft_in12k_in1k	61.404	38.596	83.362	16.638	304.20	224	1.000	bicubic	-26.772	-15.182	+8
27	eva_large_patch14_196.in22k_ft_in1k	61.117	38.883	82.778	17.222	304.14	196	1.000	bicubic	-26.817	-15.720	+11
28	eva_large_patch14_336.in22k_ft_in22k_in1k	60.941	39.059	82.134	17.866	304.53	336	1.000	bicubic	-28.267	-16.720	-19
29	convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384	60.795	39.205	83.220	16.780	88.59	384	1.000	bicubic	-26.339	-15.002	+35
30	convnext_base.clip_laion2b_augreg_ft_in1k	60.276	39.724	82.678	17.322	88.59	256	1.000	bicubic	-25.882	-15.002	+88
31	regnety_1280.swag_lc_in1k	59.911	40.089	83.157	16.843	644.81	224	0.965	bicubic	-26.071	-14.692	+102
32	eva_large_patch14_196.in22k_ft_in22k_in1k	59.879	40.121	81.139	18.861	304.14	196	1.000	bicubic	-28.697	-17.519	-14
33	convnext_base.clip_laion2b_augreg_ft_in12k_in1k	59.836	40.164	82.810	17.190	88.59	256	1.000	bicubic	-26.534	-15.174	+72
34	convnext_base.clip_laiona_augreg_ft_in1k_384	59.392	40.608	82.242	17.758	88.59	384	1.000	bicubic	-27.110	-15.726	+62
35	eva02_base_patch14_448.mim_in22k_ft_in22k_in1k	58.504	41.496	80.796	19.204	87.12	448	1.000	bicubic	-30.188	-17.928	-23
36	resnext101_32x32d.fb_wsl_ig1b_ft_in1k	58.376	41.624	80.398	19.602	468.53	224	0.875	bilinear	-26.722	-17.040	+159
37	beitv2_large_patch16_224.in1k_ft_in22k_in1k	58.366	41.634	80.226	19.774	304.43	224	0.950	bicubic	-30.028	-18.372	-16
38	eva02_base_patch14_448.mim_in22k_ft_in1k	58.038	41.962	80.770	19.230	87.12	448	1.000	bicubic	-30.212	-17.794	-11
39	regnety_320.swag_ft_in1k	57.908	42.092	81.456	18.544	145.05	384	1.000	bicubic	-28.928	-16.906	+41
40	convnextv2_huge.fcmae_ft_in22k_in1k_384	57.865	42.135	79.671	20.329	660.29	384	1.000	bicubic	-30.805	-19.067	-27
41	convnextv2_huge.fcmae_ft_in22k_in1k_512	57.851	42.149	79.497	20.503	660.29	512	1.000	bicubic	-31.007	-19.251	-30
42	resnext101_32x16d.fb_wsl_ig1b_ft_in1k	57.696	42.304	79.907	20.093	194.03	224	0.875	bilinear	-26.470	-17.291	+236
43	resnext101_32x16d.fb_swsl_ig1b_ft_in1k	57.478	42.522	80.373	19.627	194.03	224	0.875	bilinear	-25.858	-16.473	+315
44	beit_large_patch16_384.in22k_ft_in22k_in1k	56.879	43.121	79.221	20.779	305.00	384	1.000	bicubic	-31.523	-19.387	-24
45	vit_base_patch16_clip_384.laion2b_ft_in1k	56.877	43.123	80.002	19.998	86.86	384	1.000	bicubic	-29.743	-18.006	+44
46	beit_large_patch16_512.in22k_ft_in22k_in1k	56.757	43.243	78.911	21.089	305.67	512	1.000	bicubic	-31.839	-19.745	-30
47	resnext101_32x8d.fb_swsl_ig1b_ft_in1k	56.438	43.562	78.931	21.069	88.79	224	0.875	bilinear	-27.864	-18.245	+217
48	maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k	56.323	43.677	77.302	22.698	116.14	384	1.000	bicubic	-31.505	-21.070	-4
49	maxvit_xlarge_tf_384.in21k_ft_in1k	56.211	43.789	78.746	21.254	475.32	384	1.000	bicubic	-32.103	-19.798	-26
50	maxvit_xlarge_tf_512.in21k_ft_in1k	56.157	43.843	78.632	21.368	475.77	512	1.000	bicubic	-32.380	-20.012	-31
51	maxvit_base_tf_512.in21k_ft_in1k	56.081	43.919	78.606	21.394	119.88	512	1.000	bicubic	-32.137	-19.922	-20
52	deit3_huge_patch14_224.fb_in22k_ft_in1k	55.767	44.233	77.626	22.374	632.13	224	1.000	bicubic	-31.420	-20.634	+11
53	maxvit_base_tf_384.in21k_ft_in1k	55.649	44.351	78.074	21.926	119.65	384	1.000	bicubic	-32.273	-20.470	-14
54	vit_base_patch16_clip_224.laion2b_ft_in1k	55.411	44.589	79.049	20.951	86.57	224	1.000	bicubic	-30.055	-18.525	+108
55	regnety_320.swag_lc_in1k	55.356	44.644	79.711	20.289	145.05	224	0.965	bicubic	-29.190	-17.731	+178
56	regnety_160.swag_ft_in1k	55.181	44.819	79.320	20.680	83.59	384	1.000	bicubic	-30.829	-18.734	+71
57	maxvit_large_tf_512.in21k_ft_in1k	55.171	44.829	77.276	22.724	212.33	512	1.000	bicubic	-33.055	-21.322	-27
58	maxvit_large_tf_384.in21k_ft_in1k	55.077	44.923	77.142	22.858	212.03	384	1.000	bicubic	-32.909	-21.426	-22
59	beit_large_patch16_224.in22k_ft_in22k_in1k	54.965	45.035	77.608	22.392	304.43	224	0.900	bicubic	-32.513	-20.696	-8
60	convnext_xlarge.fb_in22k_ft_in1k_384	54.961	45.039	76.824	23.176	350.20	384	1.000	bicubic	-32.791	-21.732	-15
61	resnext101_32x8d.fb_wsl_ig1b_ft_in1k	54.908	45.092	77.541	22.459	88.79	224	0.875	bilinear	-27.790	-18.603	+353
62	deit3_large_patch16_384.fb_in22k_ft_in1k	54.886	45.114	77.372	22.628	304.76	384	1.000	bicubic	-32.834	-21.140	-16
63	maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k	54.747	45.253	76.848	23.152	116.09	384	1.000	bicubic	-32.717	-21.526	-10
64	caformer_b36.sail_in22k_ft_in1k_384	54.442	45.558	76.832	23.168	98.75	384	1.000	bicubic	-33.616	-21.750	-29
65	deit3_large_patch16_224.fb_in22k_ft_in1k	54.359	45.641	76.563	23.437	304.37	224	1.000	bicubic	-32.623	-21.673	+8
66	beitv2_large_patch16_224.in1k_ft_in1k	54.161	45.839	75.562	24.438	304.43	224	0.950	bicubic	-33.251	-22.671	-9
67	convnextv2_large.fcmae_ft_in22k_in1k_384	53.947	46.053	76.007	23.993	197.96	384	1.000	bicubic	-34.251	-22.521	-35
68	maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k	53.733	46.267	75.142	24.858	116.14	224	0.950	bicubic	-33.161	-22.872	+8
69	resnext101_32x4d.fb_swsl_ig1b_ft_in1k	53.587	46.413	76.337	23.663	44.18	224	0.875	bilinear	-29.645	-20.421	+296
70	vit_base_patch16_clip_384.laion2b_ft_in12k_in1k	53.491	46.509	75.659	24.341	86.86	384	1.000	bicubic	-33.717	-22.375	-8
71	vit_base_patch16_clip_384.openai_ft_in1k	53.080	46.920	76.661	23.339	86.86	384	1.000	bicubic	-33.124	-21.213	+42
72	regnety_160.swag_lc_in1k	53.049	46.951	78.088	21.912	83.59	224	0.965	bicubic	-30.733	-19.192	+242
73	convnextv2_base.fcmae_ft_in22k_in1k_384	52.907	47.093	75.083	24.917	88.72	384	1.000	bicubic	-34.737	-23.333	-26
74	convformer_b36.sail_in22k_ft_in1k_384	52.874	47.126	74.979	25.021	99.88	384	1.000	bicubic	-34.728	-23.455	-26
75	convnext_large.fb_in22k_ft_in1k_384	52.774	47.226	74.700	25.300	197.77	384	1.000	bicubic	-34.698	-23.686	-23
76	vit_large_patch16_384.augreg_in21k_ft_in1k	52.758	47.242	74.706	25.294	304.72	384	1.000	bicubic	-34.326	-23.596	-9
77	caformer_b36.sail_in22k_ft_in1k	52.756	47.244	75.309	24.691	98.75	224	1.000	bicubic	-34.666	-23.017	-21
78	convformer_b36.sail_in22k_ft_in1k	52.746	47.254	74.896	25.104	99.88	224	1.000	bicubic	-34.252	-23.276	-7
79	coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k	52.389	47.611	73.802	26.198	73.88	384	1.000	bicubic	-34.994	-24.510	-21
80	swinv2_large_window12to24_192to384.ms_in22k_ft_in1k	52.304	47.696	74.415	25.585	196.74	384	1.000	bicubic	-35.160	-23.835	-26
81	convnext_xlarge.fb_in22k_ft_in1k	52.216	47.784	73.955	26.045	350.20	288	1.000	bicubic	-35.114	-24.373	-21
82	vit_large_r50_s32_384.augreg_in21k_ft_in1k	52.043	47.957	73.568	26.432	329.09	384	1.000	bicubic	-34.139	-24.354	+33
83	vit_large_patch16_224.augreg_in21k_ft_in1k	51.821	48.179	73.688	26.312	304.33	224	0.900	bicubic	-34.013	-24.130	+55
84	vit_base_patch16_clip_224.laion2b_ft_in12k_in1k	51.783	48.217	74.631	25.369	86.57	224	0.950	bicubic	-34.391	-23.125	+32
85	convnext_base.fb_in22k_ft_in1k_384	51.565	48.435	74.543	25.457	88.59	384	1.000	bicubic	-35.231	-23.721	-2
86	tf_efficientnet_l2.ns_jft_in1k_475	51.496	48.504	73.937	26.063	480.31	475	0.936	bicubic	-36.738	-24.609	-58
87	maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k	51.190	48.810	73.126	26.874	116.09	224	0.950	bicubic	-35.452	-24.894	+1
88	vit_base_patch16_clip_384.openai_ft_in12k_in1k	51.153	48.847	74.323	25.677	86.86	384	0.950	bicubic	-35.871	-23.858	-18
89	caformer_m36.sail_in22k_ft_in1k_384	51.052	48.948	73.436	26.564	56.20	384	1.000	bicubic	-36.398	-24.872	-34
90	swinv2_base_window12to24_192to384.ms_in22k_ft_in1k	50.976	49.024	73.295	26.705	87.92	384	1.000	bicubic	-36.120	-24.939	-24
91	vit_base_patch16_clip_224.openai_ft_in1k	50.938	49.062	74.839	25.161	86.57	224	0.900	bicubic	-34.354	-22.599	+85
92	resnext50_32x4d.fb_swsl_ig1b_ft_in1k	50.463	49.537	73.366	26.634	25.03	224	0.875	bilinear	-31.711	-22.856	+395
93	swinv2_large_window12to16_192to256.ms_in22k_ft_in1k	50.433	49.567	72.735	27.265	196.74	256	0.900	bicubic	-36.519	-25.371	-19
94	swin_large_patch4_window12_384.ms_in22k_ft_in1k	50.394	49.606	72.538	27.462	196.74	384	1.000	bicubic	-36.738	-25.696	-29
95	convnextv2_large.fcmae_ft_in22k_in1k	50.158	49.842	72.399	27.601	197.96	288	1.000	bicubic	-37.326	-25.957	-45
96	convnext_large.fb_in22k_ft_in1k	49.999	50.001	72.269	27.731	197.77	288	1.000	bicubic	-37.027	-25.935	-27
97	tf_efficientnetv2_xl.in21k_ft_in1k	49.722	50.278	72.124	27.876	208.12	512	1.000	bicubic	-37.026	-25.890	-12
98	caformer_m36.sail_in22k_ft_in1k	49.698	50.302	72.141	27.859	56.20	224	1.000	bicubic	-36.896	-25.883	-7
99	vit_base_patch16_clip_224.openai_ft_in12k_in1k	49.696	50.304	72.874	27.126	86.57	224	0.950	bicubic	-36.244	-24.854	+35
100	resnet50.fb_swsl_ig1b_ft_in1k	49.518	50.482	72.330	27.670	25.56	224	0.875	bilinear	-31.664	-23.662	+477
101	beitv2_base_patch16_224.in1k_ft_in22k_in1k	49.516	50.484	72.391	27.609	86.53	224	0.900	bicubic	-36.958	-25.661	-1
102	coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k	49.394	50.606	70.846	29.154	73.88	224	0.950	bicubic	-37.110	-27.048	-7
103	convnextv2_base.fcmae_ft_in22k_in1k	49.142	50.858	71.230	28.770	88.72	288	1.000	bicubic	-37.856	-26.939	-31
104	convformer_m36.sail_in22k_ft_in1k_384	49.132	50.868	71.387	28.613	57.05	384	1.000	bicubic	-37.760	-26.729	-27
105	convformer_m36.sail_in22k_ft_in1k	49.091	50.909	71.469	28.531	57.05	224	1.000	bicubic	-37.055	-26.381	+14
106	vit_base_patch32_clip_224.laion2b_ft_in1k	49.062	50.938	72.584	27.416	88.22	224	0.900	bicubic	-33.520	-23.617	+328
107	swin_large_patch4_window7_224.ms_in22k_ft_in1k	48.993	51.007	71.387	28.613	196.53	224	0.900	bicubic	-37.319	-26.515	0
108	convnext_base.fb_in22k_ft_in1k	48.938	51.062	71.748	28.252	88.59	288	1.000	bicubic	-37.336	-26.344	+1
109	swinv2_base_window12to16_192to256.ms_in22k_ft_in1k	48.781	51.219	71.410	28.590	87.92	256	0.900	bicubic	-37.487	-26.472	+1
110	tf_efficientnetv2_l.in21k_ft_in1k	48.737	51.263	71.994	28.006	118.52	480	1.000	bicubic	-38.065	-26.142	-29
111	coatnet_2_rw_224.sw_in12k_ft_in1k	48.678	51.322	70.121	29.879	73.87	224	0.950	bicubic	-37.889	-27.773	-18
112	beit_base_patch16_384.in22k_ft_in22k_in1k	48.669	51.331	72.102	27.898	86.74	384	1.000	bicubic	-38.131	-26.034	-30
113	swin_base_patch4_window12_384.ms_in22k_ft_in1k	48.545	51.455	71.819	28.181	87.90	384	1.000	bicubic	-37.893	-26.247	-11
114	caformer_s36.sail_in22k_ft_in1k_384	48.480	51.520	71.514	28.485	39.30	384	1.000	bicubic	-38.376	-26.698	-36
115	maxvit_base_tf_512.in1k	48.240	51.760	70.793	29.207	119.88	512	1.000	bicubic	-38.362	-27.125	-25
116	vit_large_r50_s32_224.augreg_in21k_ft_in1k	48.189	51.811	70.870	29.130	328.99	224	0.900	bicubic	-36.233	-26.300	+139
117	vit_base_patch32_clip_384.laion2b_ft_in12k_in1k	47.934	52.066	70.923	29.077	88.30	384	1.000	bicubic	-37.432	-26.733	+56
118	tf_efficientnet_b7.ns_jft_in1k	47.798	52.202	69.638	30.362	66.35	600	0.949	bicubic	-39.042	-28.456	-39
119	tf_efficientnet_b6.ns_jft_in1k	47.769	52.231	69.958	30.042	43.04	528	0.942	bicubic	-38.687	-27.926	-18
120	vit_base_patch8_224.augreg_in21k_ft_in1k	47.733	52.267	70.931	29.069	86.58	224	0.900	bicubic	-38.065	-26.859	+21
121	deit3_base_patch16_384.fb_in22k_ft_in1k	47.682	52.318	69.758	30.242	86.88	384	1.000	bicubic	-39.056	-28.356	-35
122	tf_efficientnet_l2.ns_jft_in1k	47.572	52.428	70.021	29.979	480.31	800	0.960	bicubic	-40.780	-28.627	-100
123	vit_base_patch32_clip_448.laion2b_ft_in12k_in1k	47.568	52.432	70.047	29.953	88.34	448	1.000	bicubic	-38.210	-27.591	+21
124	vit_base_patch8_224.augreg2_in21k_ft_in1k	47.511	52.489	70.328	29.672	86.58	224	0.900	bicubic	-38.707	-27.504	-12
125	tf_efficientnetv2_m.in21k_ft_in1k	47.458	52.542	70.931	29.069	54.14	480	1.000	bicubic	-38.542	-27.015	+3
126	deit3_base_patch16_224.fb_in22k_ft_in1k	47.374	52.626	69.772	30.229	86.59	224	1.000	bicubic	-38.326	-27.974	+23
127	convformer_s36.sail_in22k_ft_in1k_384	47.152	52.848	69.498	30.502	40.01	384	1.000	bicubic	-39.226	-28.486	-23
128	maxvit_large_tf_512.in1k	47.022	52.978	69.506	30.494	212.33	512	1.000	bicubic	-39.504	-28.374	-34
129	convnext_small.fb_in22k_ft_in1k_384	46.882	53.118	69.528	30.472	50.22	384	1.000	bicubic	-38.896	-28.362	+14
130	convnextv2_huge.fcmae_ft_in1k	46.880	53.120	67.785	32.215	660.29	288	1.000	bicubic	-39.700	-30.187	-38
131	convformer_s36.sail_in22k_ft_in1k	46.863	53.137	69.532	30.468	40.01	224	1.000	bicubic	-38.551	-28.036	+36
132	caformer_s36.sail_in22k_ft_in1k	46.708	53.292	69.744	30.256	39.30	224	1.000	bicubic	-39.084	-28.080	+10
133	beit_base_patch16_224.in22k_ft_in22k_in1k	46.254	53.746	69.885	30.115	86.53	224	0.900	bicubic	-38.958	-27.773	+52
134	vit_base_patch32_clip_384.openai_ft_in12k_in1k	46.250	53.750	69.292	30.708	88.30	384	0.950	bicubic	-38.966	-28.114	+50
135	maxvit_base_tf_384.in1k	46.234	53.766	68.529	31.471	119.65	384	1.000	bicubic	-40.068	-29.269	-27
136	hrnet_w48_ssld.paddle_in1k	46.173	53.827	68.054	31.946	77.47	288	1.000	bilinear	-38.305	-29.180	+107
137	beitv2_base_patch16_224.in1k_ft_in1k	46.002	53.998	67.859	32.141	86.53	224	0.900	bicubic	-39.592	-29.647	+17
138	vit_base_patch16_384.augreg_in21k_ft_in1k	45.890	54.110	68.557	31.443	86.86	384	1.000	bicubic	-40.106	-29.445	-9
139	seresnextaa101d_32x8d.sw_in12k_ft_in1k_288	45.863	54.137	68.608	31.392	93.59	320	1.000	bicubic	-40.861	-29.568	-52
140	tf_efficientnet_b8.ap_in1k	45.778	54.222	67.907	32.093	87.41	672	0.954	bicubic	-39.586	-29.385	+34
141	maxvit_large_tf_384.in1k	45.760	54.240	68.156	31.844	212.03	384	1.000	bicubic	-40.468	-29.534	-30
142	vit_base_patch32_clip_224.laion2b_ft_in12k_in1k	45.758	54.242	68.881	31.119	88.22	224	0.900	bicubic	-37.538	-27.647	+221
143	convnext_small.in12k_ft_in1k_384	45.721	54.279	67.818	32.182	50.22	384	1.000	bicubic	-40.461	-30.104	-29
144	tf_efficientnet_b5.ns_jft_in1k	45.611	54.389	67.852	32.148	30.39	456	0.934	bicubic	-40.477	-29.902	-22
145	swin_base_patch4_window7_224.ms_in22k_ft_in1k	45.532	54.468	68.504	31.496	87.77	224	0.900	bicubic	-39.740	-29.060	+33
146	mvitv2_large.fb_in1k	45.277	54.723	65.183	34.817	217.99	224	0.900	bicubic	-39.967	-32.031	+35
147	vit_base_patch16_224.augreg2_in21k_ft_in1k	45.114	54.886	67.394	32.606	86.57	224	0.900	bicubic	-39.982	-30.136	+49
148	vit_base_patch32_clip_224.openai_ft_in1k	45.031	54.969	68.453	31.547	88.22	224	0.900	bicubic	-36.899	-27.513	+364
149	seresnextaa101d_32x8d.sw_in12k_ft_in1k	44.801	55.199	67.370	32.630	93.59	288	1.000	bicubic	-41.683	-30.660	-50
150	convnextv2_large.fcmae_ft_in1k	44.797	55.203	65.853	34.147	197.96	288	1.000	bicubic	-41.320	-31.969	-30
151	volo_d5_512.sail_in1k	44.577	55.423	65.767	34.233	296.09	512	1.150	bicubic	-42.481	-32.203	-83
152	convnextv2_tiny.fcmae_ft_in22k_in1k_384	44.322	55.678	66.655	33.345	28.64	384	1.000	bicubic	-40.784	-30.973	+41
153	cait_m48_448.fb_dist_in1k	44.212	55.788	64.674	35.326	356.46	448	1.000	bicubic	-42.280	-33.078	-55
154	deit3_large_patch16_384.fb_in1k	44.181	55.819	64.845	35.155	304.76	384	1.000	bicubic	-41.631	-32.753	-14
155	volo_d5_448.sail_in1k	44.100	55.900	65.065	34.935	295.91	448	1.150	bicubic	-42.852	-32.873	-80
156	eva02_small_patch14_336.mim_in22k_ft_in1k	43.966	56.034	65.934	34.066	22.13	336	1.000	bicubic	-41.750	-31.698	-8
157	deit3_huge_patch14_224.fb_in1k	43.807	56.193	64.350	35.650	632.13	224	0.900	bicubic	-41.417	-33.010	+26
158	convnext_small.fb_in22k_ft_in1k	43.620	56.380	66.464	33.536	50.22	288	1.000	bicubic	-41.642	-31.218	+21
159	deit3_large_patch16_224.fb_in1k	43.514	56.486	63.574	36.426	304.37	224	0.900	bicubic	-41.262	-33.464	+62
160	vit_base_r50_s16_384.orig_in21k_ft_in1k	43.507	56.493	66.783	33.217	98.95	384	1.000	bicubic	-41.469	-30.507	+46
161	tf_efficientnet_b4.ns_jft_in1k	43.447	56.553	65.511	34.489	19.34	380	0.922	bicubic	-41.715	-31.959	+28
162	deit3_medium_patch16_224.fb_in22k_ft_in1k	43.275	56.725	64.882	35.118	38.85	224	1.000	bicubic	-41.277	-32.306	+70
163	volo_d5_224.sail_in1k	43.245	56.755	64.079	35.921	295.46	224	0.960	bicubic	-42.825	-33.497	-39
164	vit_base_patch16_224.augreg_in21k_ft_in1k	43.221	56.779	65.722	34.279	86.57	224	0.900	bicubic	-41.310	-31.570	+71
165	volo_d4_448.sail_in1k	43.133	56.867	64.108	35.892	193.41	448	1.150	bicubic	-43.659	-33.776	-81
166	efficientnet_b5.sw_in12k_ft_in1k	42.872	57.128	65.413	34.587	30.39	448	1.000	bicubic	-43.020	-32.323	-31
167	xcit_large_24_p8_384.fb_dist_in1k	42.838	57.162	63.418	36.582	188.93	384	1.000	bicubic	-43.158	-34.272	-37
168	regnety_160.lion_in12k_ft_in1k	42.746	57.254	64.204	35.796	83.59	288	1.000	bicubic	-43.240	-33.632	-37
169	regnety_160.sw_in12k_ft_in1k	42.687	57.313	64.346	35.654	83.59	288	1.000	bicubic	-43.299	-33.488	-37
170	maxvit_small_tf_512.in1k	42.679	57.321	64.538	35.462	69.13	512	1.000	bicubic	-43.403	-33.225	-47
171	convnext_small.in12k_ft_in1k	42.669	57.331	64.342	35.658	50.22	288	1.000	bicubic	-42.661	-33.204	+4
172	xcit_large_24_p8_224.fb_dist_in1k	42.557	57.443	63.098	36.902	188.93	224	1.000	bicubic	-42.845	-34.304	-3
173	tf_efficientnet_b8.ra_in1k	42.496	57.504	64.882	35.118	87.41	672	0.954	bicubic	-42.872	-32.512	-1
174	caformer_b36.sail_in1k	42.465	57.535	62.849	37.151	98.75	224	1.000	bicubic	-43.041	-34.461	-14
175	caformer_b36.sail_in1k_384	42.457	57.543	62.856	37.144	98.75	384	1.000	bicubic	-43.951	-34.958	-72
176	maxvit_large_tf_224.in1k	42.414	57.586	63.399	36.601	211.79	224	0.950	bicubic	-42.528	-33.571	+32
177	cait_m36_384.fb_dist_in1k	42.408	57.592	63.324	36.676	271.22	384	1.000	bicubic	-43.652	-34.406	-52
178	volo_d4_224.sail_in1k	42.304	57.696	63.002	36.998	192.96	224	0.960	bicubic	-43.568	-34.470	-42
179	caformer_s18.sail_in22k_ft_in1k_384	42.052	57.948	64.770	35.230	26.34	384	1.000	bicubic	-43.362	-32.932	-13
180	deit3_small_patch16_384.fb_in22k_ft_in1k	41.952	58.048	64.554	35.446	22.21	384	1.000	bicubic	-42.872	-32.934	+37
181	vit_medium_patch16_gap_384.sw_in12k_ft_in1k	41.895	58.105	63.701	36.299	39.03	384	0.950	bicubic	-43.637	-33.937	-22
182	maxvit_tiny_tf_512.in1k	41.842	58.158	63.576	36.424	31.05	512	1.000	bicubic	-43.822	-34.008	-31
183	caformer_s36.sail_in1k_384	41.738	58.262	62.760	37.240	39.30	384	1.000	bicubic	-44.002	-34.912	-36
184	swin_small_patch4_window7_224.ms_in22k_ft_in1k	41.590	58.410	64.542	35.458	49.61	224	0.900	bicubic	-41.708	-32.422	+178
185	convformer_s18.sail_in22k_ft_in1k_384	41.571	58.429	63.348	36.652	26.77	384	1.000	bicubic	-43.427	-34.222	+20
186	regnety_2560.seer_ft_in1k	41.530	58.470	64.894	35.106	1,282.60	384	1.000	bicubic	-43.622	-32.542	+4
187	caformer_m36.sail_in1k_384	41.498	58.502	61.528	38.472	56.20	384	1.000	bicubic	-44.668	-36.292	-70
188	coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k	41.486	58.514	61.485	38.515	41.72	224	0.950	bicubic	-43.424	-35.473	+24
189	tf_efficientnet_b7.ra_in1k	41.439	58.561	63.027	36.973	66.35	600	0.949	bicubic	-43.493	-34.181	+20
190	tf_efficientnet_b7.ap_in1k	41.429	58.571	62.876	37.124	66.35	600	0.949	bicubic	-43.693	-34.376	+2
191	tf_efficientnet_b5.ap_in1k	41.414	58.586	62.082	37.918	30.39	456	0.934	bicubic	-42.844	-34.892	+77
192	regnety_120.sw_in12k_ft_in1k	41.331	58.669	63.187	36.813	51.82	288	1.000	bicubic	-44.069	-34.395	-22
193	dm_nfnet_f3.dm_in1k	41.323	58.677	62.110	37.890	254.92	416	0.940	bicubic	-44.363	-35.460	-43
194	resnetv2_152x4_bit.goog_in21k_ft_in1k	41.308	58.692	64.312	35.688	936.53	480	1.000	bilinear	-43.608	-33.126	+16
195	dm_nfnet_f5.dm_in1k	41.290	58.710	62.011	37.989	377.21	544	0.954	bicubic	-44.808	-35.677	-74
196	caformer_s18.sail_in22k_ft_in1k	41.213	58.787	63.837	36.163	26.34	224	1.000	bicubic	-42.863	-33.361	+88
197	dm_nfnet_f6.dm_in1k	41.166	58.834	62.843	37.157	438.36	576	0.956	bicubic	-45.196	-35.053	-91
198	convnext_tiny.in12k_ft_in1k_384	41.113	58.887	62.825	37.175	28.59	384	1.000	bicubic	-44.009	-34.781	-7
199	tf_efficientnet_b6.ap_in1k	41.089	58.911	62.359	37.641	43.04	528	0.942	bicubic	-43.697	-34.777	+21
200	xcit_large_24_p16_384.fb_dist_in1k	41.036	58.964	61.237	38.763	189.10	384	1.000	bicubic	-44.718	-36.301	-55
201	xcit_large_24_p16_224.fb_dist_in1k	40.942	59.058	61.324	38.676	189.10	224	1.000	bicubic	-43.974	-35.806	+10
202	tf_efficientnetv2_l.in1k	40.930	59.070	62.011	37.989	118.52	480	1.000	bicubic	-44.734	-35.463	-50
203	tf_efficientnetv2_s.in21k_ft_in1k	40.924	59.076	63.849	36.151	21.46	384	1.000	bicubic	-43.364	-33.403	+62
204	maxvit_small_tf_384.in1k	40.846	59.154	61.972	38.028	69.02	384	1.000	bicubic	-44.694	-35.490	-47
205	edgenext_base.in21k_ft_in1k	40.836	59.164	61.774	38.226	18.51	320	1.000	bicubic	-43.218	-35.422	+83
206	maxvit_base_tf_224.in1k	40.787	59.213	61.202	38.798	119.47	224	0.950	bicubic	-44.073	-35.786	+9
207	xcit_medium_24_p8_224.fb_dist_in1k	40.498	59.502	60.502	39.498	84.32	224	1.000	bicubic	-44.576	-36.772	-8
208	vit_small_r26_s32_384.augreg_in21k_ft_in1k	40.474	59.526	62.735	37.265	36.47	384	1.000	bicubic	-43.574	-34.593	+82
209	tf_efficientnet_b4.ap_in1k	40.472	59.528	61.717	38.283	19.34	380	0.922	bicubic	-42.778	-34.677	+155
210	deit3_base_patch16_224.fb_in1k	40.374	59.626	60.168	39.832	86.59	224	0.900	bicubic	-43.412	-36.420	+103
211	convformer_s18.sail_in22k_ft_in1k	40.301	59.699	61.719	38.281	26.77	224	1.000	bicubic	-43.437	-35.329	+110
212	vit_medium_patch16_gap_256.sw_in12k_ft_in1k	40.276	59.724	61.668	38.332	38.86	256	0.950	bicubic	-44.170	-35.176	+35
213	flexivit_large.600ep_in1k	40.272	59.728	60.367	39.633	304.36	240	0.950	bicubic	-45.266	-37.121	-55
214	vit_base_patch16_224_miil.in21k_ft_in1k	40.162	59.838	60.889	39.111	86.54	224	0.875	bilinear	-44.104	-35.915	+53
215	deit3_small_patch16_224.fb_in22k_ft_in1k	40.152	59.848	61.860	38.140	22.06	224	1.000	bicubic	-42.922	-34.916	+167
216	regnetz_e8.ra3_in1k	40.136	59.864	61.316	38.684	57.70	320	1.000	bicubic	-44.900	-35.956	-14
217	maxvit_rmlp_small_rw_224.sw_in1k	40.109	59.891	59.516	40.484	64.90	224	0.900	bicubic	-44.383	-37.494	+25
218	flexivit_large.1200ep_in1k	40.097	59.903	60.646	39.354	304.36	240	0.950	bicubic	-45.549	-36.896	-65
219	xcit_medium_24_p8_384.fb_dist_in1k	40.050	59.950	60.451	39.549	84.32	384	1.000	bicubic	-45.766	-37.141	-80
220	flexivit_large.300ep_in1k	39.993	60.007	59.986	40.014	304.36	240	0.950	bicubic	-45.297	-37.415	-43
221	maxvit_tiny_tf_384.in1k	39.971	60.029	60.909	39.091	30.98	384	1.000	bicubic	-45.129	-36.469	-27
222	convnextv2_tiny.fcmae_ft_in22k_in1k	39.938	60.062	61.835	38.165	28.64	288	1.000	bicubic	-44.478	-35.425	+34
223	dm_nfnet_f4.dm_in1k	39.924	60.076	60.447	39.553	316.07	512	0.951	bicubic	-45.912	-37.217	-86
224	xcit_medium_24_p16_384.fb_dist_in1k	39.897	60.103	60.097	39.903	84.40	384	1.000	bicubic	-45.525	-37.309	-59
225	convnext_tiny.fb_in22k_ft_in1k_384	39.787	60.213	61.536	38.464	28.59	384	1.000	bicubic	-44.301	-35.608	+58
226	cait_s36_384.fb_dist_in1k	39.767	60.233	60.469	39.531	68.37	384	1.000	bicubic	-45.687	-37.009	-63
227	convnextv2_base.fcmae_ft_in1k	39.755	60.245	59.875	40.125	88.72	288	1.000	bicubic	-45.719	-37.509	-66
228	volo_d3_448.sail_in1k	39.702	60.298	59.760	40.240	86.63	448	1.000	bicubic	-46.798	-37.950	-131
229	efficientnetv2_rw_m.agc_in1k	39.681	60.319	59.679	40.321	53.24	416	1.000	bicubic	-45.131	-37.471	-10
230	xception65.ra3_in1k	39.621	60.379	60.919	39.081	39.92	299	0.940	bicubic	-43.561	-35.673	+138
231	ecaresnet269d.ra2_in1k	39.604	60.396	60.345	39.655	102.09	352	1.000	bicubic	-45.362	-36.877	-24
232	tf_efficientnet_b3.ns_jft_in1k	39.588	60.412	61.475	38.525	12.23	300	0.904	bicubic	-44.468	-35.443	+55
233	caformer_m36.sail_in1k	39.572	60.428	58.691	41.309	56.20	224	1.000	bicubic	-45.660	-38.510	-51
234	convformer_b36.sail_in1k	39.525	60.475	58.081	41.919	99.88	224	1.000	bicubic	-45.293	-38.865	-16
235	caformer_s36.sail_in1k	39.519	60.481	59.760	40.240	39.30	224	1.000	bicubic	-44.989	-37.236	+4
236	volo_d3_224.sail_in1k	39.482	60.518	59.860	40.140	86.33	224	0.960	bicubic	-45.932	-37.416	-68
237	convnext_large.fb_in1k	39.460	60.540	59.188	40.812	197.77	288	1.000	bicubic	-45.386	-38.026	-21
238	deit3_base_patch16_384.fb_in1k	39.411	60.589	58.928	41.072	86.88	384	1.000	bicubic	-45.661	-38.324	-38
239	xcit_small_24_p8_224.fb_dist_in1k	39.327	60.673	59.402	40.598	47.63	224	1.000	bicubic	-45.541	-37.788	-25
240	xcit_medium_24_p16_224.fb_dist_in1k	39.272	60.728	59.463	40.537	84.40	224	1.000	bicubic	-45.014	-37.469	+26
241	convformer_m36.sail_in1k	39.236	60.764	57.629	42.371	57.05	224	1.000	bicubic	-45.258	-39.237	-1
242	coat_lite_medium_384.in1k	39.175	60.825	59.280	40.720	44.57	384	1.000	bicubic	-45.703	-38.092	-29
243	efficientnet_b4.ra2_in1k	39.091	60.909	59.618	40.382	19.34	384	1.000	bicubic	-44.323	-36.980	+105
244	hrnet_w18_ssld.paddle_in1k	39.067	60.933	60.650	39.350	21.30	288	1.000	bilinear	-42.979	-35.600	+255
245	tresnet_v2_l.miil_in21k_ft_in1k	39.016	60.984	59.480	40.520	46.17	224	0.875	bilinear	-44.884	-37.014	+55
246	xcit_small_24_p8_384.fb_dist_in1k	39.010	60.990	59.166	40.834	47.63	384	1.000	bicubic	-46.544	-38.404	-90
247	resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384	38.975	61.025	62.434	37.566	236.34	384	1.000	bicubic	-44.859	-34.692	+60
248	convformer_b36.sail_in1k_384	38.930	61.070	58.413	41.587	99.88	384	1.000	bicubic	-46.812	-39.111	-102
249	convnext_tiny.in12k_ft_in1k	38.912	61.088	59.862	40.138	28.59	288	1.000	bicubic	-45.538	-37.478	-4
250	maxvit_small_tf_224.in1k	38.871	61.129	59.160	40.840	68.93	224	0.950	bicubic	-45.555	-37.664	+4
251	coatnet_rmlp_2_rw_224.sw_in1k	38.869	61.131	58.018	41.982	73.88	224	0.950	bicubic	-45.737	-38.722	-22
252	vit_base_patch32_384.augreg_in21k_ft_in1k	38.796	61.204	60.327	39.673	88.30	384	1.000	bicubic	-44.554	-36.511	+105
253	tf_efficientnetv2_m.in1k	38.714	61.286	59.793	40.207	54.14	480	1.000	bicubic	-46.490	-37.571	-67
254	eca_nfnet_l2.ra3_in1k	38.655	61.345	59.443	40.557	56.72	384	1.000	bicubic	-46.047	-37.739	-30
255	davit_small.msft_in1k	38.631	61.369	58.203	41.797	49.75	224	0.950	bicubic	-45.621	-38.737	+14
256	mvitv2_small.fb_in1k	38.578	61.422	58.130	41.870	34.87	224	0.900	bicubic	-45.192	-38.446	+59
257	xcit_small_12_p8_384.fb_dist_in1k	38.547	61.453	58.795	41.205	26.21	384	1.000	bicubic	-46.531	-38.487	-59
258	convformer_m36.sail_in1k_384	38.531	61.469	57.736	42.264	57.05	384	1.000	bicubic	-47.049	-39.806	-103
259	xcit_small_24_p16_384.fb_dist_in1k	38.499	61.501	58.396	41.604	47.67	384	1.000	bicubic	-46.591	-38.916	-62
260	davit_base.msft_in1k	38.490	61.510	57.535	42.465	87.95	224	0.950	bicubic	-46.152	-39.485	-33
261	mvitv2_base.fb_in1k	38.458	61.542	57.934	42.066	51.47	224	0.900	bicubic	-45.992	-38.924	-15
262	rexnetr_300.sw_in12k_ft_in1k	38.431	61.569	60.610	39.390	34.81	288	1.000	bicubic	-46.113	-36.646	-28
263	convformer_s36.sail_in1k	38.405	61.595	57.710	42.290	40.01	224	1.000	bicubic	-45.655	-39.036	+23
264	xcit_small_12_p8_224.fb_dist_in1k	38.360	61.640	58.824	41.176	26.21	224	1.000	bicubic	-45.876	-38.048	+8
265	tf_efficientnet_b5.ra_in1k	38.331	61.669	59.928	40.072	30.39	456	0.934	bicubic	-45.480	-36.826	+45
266	deit_base_distilled_patch16_384.fb_in1k	38.246	61.754	57.783	42.217	87.63	384	1.000	bicubic	-47.180	-39.547	-102
267	xcit_large_24_p8_224.fb_in1k	38.106	61.894	57.873	42.127	188.93	224	1.000	bicubic	-46.288	-38.791	-6
268	vit_base_patch16_384.orig_in21k_ft_in1k	38.105	61.895	60.418	39.582	86.86	384	1.000	bicubic	-46.096	-36.802	+7
269	resnetv2_152x2_bit.goog_in21k_ft_in1k	38.000	62.000	61.137	38.863	236.34	448	1.000	bilinear	-46.510	-35.855	-32
270	pvt_v2_b4.in1k	37.949	62.051	58.217	41.783	62.56	224	0.900	bicubic	-45.761	-38.457	+54
271	coat_lite_medium.in1k	37.880	62.120	57.796	42.204	44.57	224	0.900	bicubic	-45.719	-38.932	+63
272	cait_s24_384.fb_dist_in1k	37.879	62.121	58.069	41.931	47.06	384	1.000	bicubic	-47.169	-39.277	-71
273	convnextv2_nano.fcmae_ft_in22k_in1k_384	37.875	62.125	59.443	40.557	15.62	384	1.000	bicubic	-45.499	-37.301	+82
274	resnet152d.ra2_in1k	37.851	62.149	58.362	41.638	60.21	320	1.000	bicubic	-45.833	-38.378	+55
275	convformer_s36.sail_in1k_384	37.812	62.188	57.488	42.512	40.01	384	1.000	bicubic	-47.566	-39.988	-104
276	resnetrs420.tf_in1k	37.745	62.255	58.207	41.793	191.89	416	1.000	bicubic	-47.261	-38.917	-72
277	deit3_medium_patch16_224.fb_in1k	37.709	62.291	57.085	42.915	38.85	224	0.900	bicubic	-45.377	-39.211	+104
278	xcit_small_24_p16_224.fb_dist_in1k	37.702	62.298	57.372	42.628	47.67	224	1.000	bicubic	-46.172	-39.364	+24
279	resnetrs350.tf_in1k	37.666	62.334	58.097	41.903	163.96	384	1.000	bicubic	-47.048	-38.895	-57
280	caformer_s18.sail_in1k_384	37.664	62.336	57.612	42.388	26.34	384	1.000	bicubic	-47.362	-39.746	-77
281	regnety_640.seer_ft_in1k	37.584	62.416	59.868	40.132	281.38	384	1.000	bicubic	-46.324	-37.054	+17
282	xcit_small_12_p16_384.fb_dist_in1k	37.582	62.418	57.761	42.239	26.25	384	1.000	bicubic	-47.130	-39.357	-59
283	pvt_v2_b5.in1k	37.544	62.456	57.303	42.697	81.96	224	0.900	bicubic	-46.198	-39.331	+37
284	resnet200d.ra2_in1k	37.503	62.497	58.301	41.699	64.69	320	1.000	bicubic	-46.461	-38.523	+10
285	maxvit_rmlp_tiny_rw_256.sw_in1k	37.381	62.619	57.193	42.807	29.15	256	0.950	bicubic	-46.843	-39.675	-11
286	resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k	37.344	62.656	59.402	40.598	236.34	224	0.875	bicubic	-45.532	-37.180	+112
287	regnety_1280.seer_ft_in1k	37.330	62.670	59.133	40.867	644.81	384	1.000	bicubic	-47.102	-37.959	-36
288	resnest269e.in1k	37.311	62.689	57.490	42.510	110.93	416	0.928	bicubic	-47.199	-39.944	-50
289	convnext_base.fb_in1k	37.307	62.693	57.319	42.681	88.59	288	1.000	bicubic	-47.121	-39.649	-37
290	resmlp_big_24_224.fb_in22k_ft_in1k	37.242	62.758	58.191	41.809	129.14	224	0.875	bicubic	-47.156	-38.921	-30
291	vit_small_r26_s32_224.augreg_in21k_ft_in1k	37.230	62.770	59.072	40.928	36.43	224	0.900	bicubic	-44.634	-36.950	+224
292	pit_b_distilled_224.in1k	37.197	62.803	56.507	43.493	74.79	224	0.900	bicubic	-46.569	-39.959	+24
293	cait_s24_224.fb_dist_in1k	37.153	62.847	56.724	43.276	46.92	224	1.000	bicubic	-46.289	-39.850	+52
294	dm_nfnet_f2.dm_in1k	37.128	62.872	56.983	43.017	193.78	352	0.920	bicubic	-48.066	-40.363	-106
295	resnetaa101d.sw_in12k_ft_in1k	37.116	62.884	57.851	42.149	44.57	288	1.000	bicubic	-47.008	-39.255	-14
296	efficientformer_l7.snap_dist_in1k	37.112	62.888	56.900	43.100	82.23	224	0.950	bicubic	-46.270	-39.636	+58
297	pvt_v2_b3.in1k	37.110	62.890	57.340	42.660	45.24	224	0.900	bicubic	-46.010	-39.214	+81
298	vit_base_patch32_224.augreg_in21k_ft_in1k	37.073	62.927	59.307	40.693	88.22	224	0.900	bicubic	-43.643	-36.259	+327
299	volo_d1_384.sail_in1k	37.069	62.931	57.138	42.862	26.78	384	1.000	bicubic	-48.175	-40.056	-119
300	tf_efficientnet_b3.ap_in1k	37.053	62.947	57.236	42.764	12.23	300	0.904	bicubic	-44.773	-38.390	+216
301	efficientnetv2_rw_s.ra2_in1k	37.053	62.947	56.816	43.184	23.94	384	1.000	bicubic	-46.755	-39.916	+11
302	maxvit_tiny_tf_224.in1k	37.020	62.980	56.904	43.096	30.92	224	0.950	bicubic	-46.382	-39.686	+47
303	swinv2_base_window16_256.ms_in1k	36.990	63.010	56.140	43.860	87.92	256	0.900	bicubic	-47.610	-40.950	-73
304	xcit_small_12_p16_224.fb_dist_in1k	36.975	63.025	56.725	43.275	26.25	224	1.000	bicubic	-46.353	-39.691	+57
305	regnetz_040_h.ra3_in1k	36.973	63.027	57.276	42.724	28.94	320	1.000	bicubic	-47.519	-39.482	-64
306	volo_d1_224.sail_in1k	36.884	63.116	56.633	43.367	26.63	224	0.960	bicubic	-47.278	-40.143	-27
307	seresnet152d.ra2_in1k	36.784	63.216	56.727	43.273	66.84	320	1.000	bicubic	-47.576	-40.313	-45
308	efficientformerv2_l.snap_dist_in1k	36.762	63.238	56.635	43.365	26.32	224	0.950	bicubic	-46.870	-39.925	+24
309	maxxvit_rmlp_small_rw_256.sw_in1k	36.707	63.293	56.012	43.988	66.01	256	0.950	bicubic	-47.917	-41.056	-81
310	seresnext101d_32x8d.ah_in1k	36.633	63.367	56.325	43.675	93.59	288	1.000	bicubic	-47.725	-40.596	-47
311	volo_d2_224.sail_in1k	36.627	63.373	56.466	43.534	58.68	224	0.960	bicubic	-48.575	-40.724	-124
312	caformer_s18.sail_in1k	36.576	63.424	55.827	44.173	26.34	224	1.000	bicubic	-47.080	-40.689	+19
313	xception65p.ra3_in1k	36.564	63.436	56.435	43.565	39.82	299	0.940	bicubic	-46.572	-39.673	+60
314	seresnextaa101d_32x8d.ah_in1k	36.532	63.468	56.409	43.591	93.59	288	1.000	bicubic	-48.034	-40.667	-83
315	focalnet_base_srf.ms_in1k	36.460	63.540	56.217	43.783	88.15	224	0.900	bicubic	-47.358	-40.465	-6
316	regnetz_d32.ra3_in1k	36.448	63.552	57.368	42.632	27.58	320	0.950	bicubic	-47.574	-39.500	-25
317	cait_xs24_384.fb_dist_in1k	36.416	63.584	56.944	43.056	26.67	384	1.000	bicubic	-47.645	-39.941	-32
318	efficientnet_b3.ra2_in1k	36.409	63.591	56.836	43.164	12.23	320	1.000	bicubic	-45.833	-39.282	+158
319	deit_base_distilled_patch16_224.fb_in1k	36.407	63.593	56.613	43.387	87.34	224	0.900	bicubic	-46.979	-39.875	+33
320	volo_d2_384.sail_in1k	36.407	63.593	56.323	43.677	58.87	384	1.000	bicubic	-49.635	-41.251	-194
321	resnetv2_101x3_bit.goog_in21k_ft_in1k	36.383	63.617	59.068	40.932	387.93	448	1.000	bilinear	-48.055	-38.314	-71
322	gcvit_base.in1k	36.381	63.619	55.880	44.120	90.32	224	0.875	bicubic	-48.065	-41.328	-74
323	dm_nfnet_f1.dm_in1k	36.326	63.674	55.747	44.253	132.63	320	0.910	bicubic	-48.376	-41.519	-98
324	resnetrs270.tf_in1k	36.308	63.692	56.564	43.436	129.86	352	1.000	bicubic	-48.120	-40.404	-71
325	tresnet_m.miil_in21k_ft_in1k	36.281	63.719	55.784	44.216	31.39	224	0.875	bilinear	-46.793	-40.330	+58
326	mixer_b16_224.miil_in21k_ft_in1k	36.267	63.733	55.965	44.035	59.88	224	0.875	bilinear	-46.039	-39.755	+144
327	convnext_small.fb_in1k	36.248	63.752	55.912	44.088	50.22	288	1.000	bicubic	-47.453	-40.896	-1
328	convformer_s18.sail_in1k_384	36.204	63.796	56.059	43.941	26.77	384	1.000	bicubic	-48.198	-41.053	-69
329	deit3_small_patch16_384.fb_in1k	36.191	63.809	55.558	44.442	22.21	384	1.000	bicubic	-47.240	-41.116	+17
330	tf_efficientnet_b2.ns_jft_in1k	36.167	63.833	57.559	42.441	9.11	260	0.890	bicubic	-46.211	-38.695	+126
331	mvitv2_tiny.fb_in1k	36.167	63.833	55.132	44.868	24.17	224	0.900	bicubic	-46.243	-41.020	+122
332	focalnet_base_lrf.ms_in1k	36.118	63.882	55.810	44.190	88.75	224	0.900	bicubic	-47.720	-40.798	-26
333	regnety_320.seer_ft_in1k	36.067	63.933	58.480	41.520	145.05	384	1.000	bicubic	-47.267	-38.226	+26
334	regnetz_040.ra3_in1k	36.053	63.947	55.735	44.265	27.12	320	1.000	bicubic	-48.187	-41.197	-63
335	resnest200e.in1k	35.929	64.071	55.853	44.147	70.20	320	0.909	bicubic	-47.917	-41.031	-31
336	resnet18.fb_swsl_ig1b_ft_in1k	35.866	64.134	58.461	41.539	11.69	224	0.875	bilinear	-37.416	-33.271	+615
337	sequencer2d_l.in1k	35.831	64.169	55.715	44.285	54.30	224	0.875	bicubic	-47.563	-40.781	+14
338	eca_nfnet_l1.ra2_in1k	35.815	64.185	55.955	44.045	41.41	320	1.000	bicubic	-48.195	-41.071	-45
339	gcvit_small.in1k	35.760	64.240	54.794	45.206	51.09	224	0.875	bicubic	-48.132	-41.864	-38
340	vit_base_patch16_224.orig_in21k_ft_in1k	35.758	64.242	57.401	42.599	86.57	224	0.900	bicubic	-46.028	-38.723	+181
341	vit_relpos_medium_patch16_cls_224.sw_in1k	35.725	64.275	54.919	45.081	38.76	224	0.900	bicubic	-46.847	-41.148	+96
342	xcit_small_24_p8_224.fb_in1k	35.554	64.446	54.780	45.220	47.63	224	1.000	bicubic	-48.280	-41.852	-34
343	xcit_large_24_p16_224.fb_in1k	35.528	64.472	54.743	45.257	189.10	224	1.000	bicubic	-47.372	-41.143	+53
344	coat_small.in1k	35.520	64.480	55.157	44.843	21.69	224	0.900	bicubic	-46.842	-41.051	+114
345	xcit_small_12_p8_224.fb_in1k	35.519	64.481	55.507	44.493	26.21	224	1.000	bicubic	-47.813	-40.977	+15
346	flexivit_base.1200ep_in1k	35.517	64.484	53.843	46.157	86.59	240	0.950	bicubic	-49.161	-43.153	-120
347	vit_small_patch16_384.augreg_in21k_ft_in1k	35.467	64.533	57.535	42.465	22.20	384	1.000	bicubic	-48.335	-39.563	-35
348	regnetz_d8_evos.ch_in1k	35.458	64.542	55.749	44.251	23.46	320	1.000	bicubic	-48.668	-41.263	-68
349	xcit_medium_24_p8_224.fb_in1k	35.452	64.548	54.823	45.177	84.32	224	1.000	bicubic	-48.296	-41.577	-31
350	swinv2_base_window8_256.ms_in1k	35.450	64.550	54.607	45.393	87.92	256	0.900	bicubic	-48.800	-42.317	-80
351	swinv2_small_window16_256.ms_in1k	35.428	64.572	54.623	45.377	49.73	256	0.900	bicubic	-48.796	-42.155	-78
352	dm_nfnet_f0.dm_in1k	35.407	64.594	55.527	44.473	71.49	256	0.900	bicubic	-48.080	-41.041	-10
353	resnest101e.in1k	35.377	64.623	55.784	44.216	48.28	256	0.875	bilinear	-47.507	-40.538	+44
354	resnet152.a1h_in1k	35.357	64.643	54.627	45.373	60.19	288	1.000	bicubic	-48.093	-41.911	-10
355	tf_efficientnet_b5.aa_in1k	35.320	64.680	56.036	43.964	30.39	456	0.934	bicubic	-48.368	-40.676	-27
356	convit_base.fb_in1k	35.302	64.698	54.939	45.061	86.54	224	0.875	bicubic	-46.988	-40.997	+115
357	focalnet_small_lrf.ms_in1k	35.275	64.725	54.888	45.112	50.34	224	0.900	bicubic	-48.219	-41.692	-16
358	efficientformer_l3.snap_dist_in1k	35.245	64.755	54.507	45.493	31.41	224	0.950	bicubic	-47.305	-41.741	+83
359	xcit_tiny_24_p8_224.fb_dist_in1k	35.241	64.759	55.267	44.733	12.11	224	1.000	bicubic	-47.325	-40.791	+80
360	edgenext_base.usi_in1k	35.216	64.784	55.126	44.874	18.51	320	1.000	bicubic	-48.742	-41.644	-65
361	convformer_s18.sail_in1k	35.208	64.792	54.629	45.371	26.77	224	1.000	bicubic	-47.778	-41.621	+30
362	flexivit_base.600ep_in1k	35.137	64.863	53.650	46.350	86.59	240	0.950	bicubic	-49.385	-43.286	-126
363	twins_svt_large.in1k	35.082	64.918	54.717	45.283	99.27	224	0.900	bicubic	-48.596	-41.873	-33
364	repvgg_b3.rvgg_in1k	35.055	64.945	54.554	45.446	123.09	224	0.875	bilinear	-45.451	-40.700	+277
365	repvgg_b3g4.rvgg_in1k	35.049	64.951	54.788	45.212	83.83	224	0.875	bilinear	-45.167	-40.304	+307
366	convnextv2_tiny.fcmae_ft_in1k	35.045	64.955	54.224	45.776	28.64	288	1.000	bicubic	-48.419	-42.494	-23
367	regnetz_d8.ra3_in1k	35.011	64.989	55.935	44.065	23.37	320	1.000	bicubic	-49.043	-41.060	-78
368	xcit_tiny_24_p8_384.fb_dist_in1k	34.915	65.085	55.148	44.852	12.11	384	1.000	bicubic	-48.831	-41.562	-49
369	resnet101d.ra2_in1k	34.876	65.124	54.210	45.790	44.57	320	1.000	bicubic	-48.140	-42.242	+19
370	rexnetr_200.sw_in12k_ft_in1k	34.864	65.136	55.853	44.147	16.52	288	1.000	bicubic	-48.272	-40.783	+2
371	coatnet_1_rw_224.sw_in1k	34.854	65.146	53.442	46.558	41.72	224	0.950	bicubic	-48.742	-42.940	-36
372	coatnet_rmlp_1_rw_224.sw_in1k	34.805	65.195	53.957	46.043	41.69	224	0.950	bicubic	-48.557	-42.493	-16
373	swin_s3_base_224.ms_in1k	34.803	65.197	53.703	46.297	71.13	224	0.900	bicubic	-49.117	-42.969	-76
374	flexivit_base.300ep_in1k	34.797	65.203	53.165	46.835	86.59	240	0.950	bicubic	-49.609	-43.721	-116
375	seresnext101_32x8d.ah_in1k	34.789	65.211	53.452	46.548	93.57	288	1.000	bicubic	-49.397	-43.422	-98
376	resmlp_big_24_224.fb_distilled_in1k	34.788	65.213	54.642	45.358	129.14	224	0.875	bicubic	-48.804	-42.008	-40
377	maxvit_tiny_rw_224.sw_in1k	34.780	65.220	53.351	46.649	29.06	224	0.950	bicubic	-48.724	-43.153	-38
378	vit_relpos_base_patch16_clsgap_224.sw_in1k	34.725	65.275	54.214	45.786	86.43	224	0.900	bicubic	-48.035	-41.958	+30
379	vit_base_patch16_rpn_224.sw_in1k	34.717	65.283	54.658	45.342	86.54	224	0.900	bicubic	-47.489	-41.340	+103
380	sequencer2d_m.in1k	34.703	65.297	53.996	46.004	38.31	224	0.875	bicubic	-48.109	-42.278	+22
381	deit3_small_patch16_224.fb_in1k	34.689	65.311	53.167	46.833	22.06	224	0.900	bicubic	-46.681	-42.289	+180
382	vit_large_patch32_384.orig_in21k_ft_in1k	34.673	65.326	55.731	44.269	306.63	384	1.000	bicubic	-46.837	-40.359	+162
383	davit_tiny.msft_in1k	34.673	65.326	54.342	45.658	28.36	224	0.950	bicubic	-48.023	-41.932	+34
384	focalnet_small_srf.ms_in1k	34.670	65.330	54.420	45.580	49.89	224	0.900	bicubic	-48.746	-42.018	-37
385	ecaresnet101d.miil_in1k	34.644	65.356	54.499	45.501	44.57	288	0.950	bicubic	-48.340	-42.043	+7
386	resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k	34.615	65.385	55.937	44.063	194.03	224	0.875	bilinear	-47.227	-40.155	+130
387	vit_relpos_base_patch16_224.sw_in1k	34.607	65.393	54.291	45.709	86.43	224	0.900	bicubic	-47.889	-41.847	+59
388	repvgg_b2g4.rvgg_in1k	34.593	65.407	54.768	45.232	61.76	224	0.875	bilinear	-44.789	-39.908	+338
389	gcvit_tiny.in1k	34.554	65.446	53.249	46.751	28.22	224	0.875	bicubic	-48.830	-43.149	-36
390	resnetrs200.tf_in1k	34.502	65.498	54.281	45.719	93.21	320	1.000	bicubic	-49.942	-42.801	-141
391	poolformerv2_m48.sail_in1k	34.485	65.515	54.027	45.973	73.35	224	1.000	bicubic	-48.135	-42.045	+34
392	convnextv2_nano.fcmae_ft_in22k_in1k	34.379	65.621	55.014	44.986	15.62	288	1.000	bicubic	-48.285	-41.506	+26
393	resnest50d_4s2x40d.in1k	34.369	65.631	54.725	45.275	30.42	224	0.875	bicubic	-46.751	-40.835	+191
394	resnetrs152.tf_in1k	34.351	65.649	53.564	46.436	86.62	320	1.000	bicubic	-49.351	-43.048	-69
395	pvt_v2_b2_li.in1k	34.318	65.682	54.104	45.896	22.55	224	0.900	bicubic	-47.876	-41.988	+90
396	crossvit_18_dagger_408.in1k	34.245	65.755	53.106	46.894	44.61	408	1.000	bicubic	-49.953	-43.710	-120
397	xcit_medium_24_p16_224.fb_in1k	34.241	65.759	53.157	46.843	84.40	224	1.000	bicubic	-48.399	-42.827	+24
398	efficientnetv2_rw_t.ra2_in1k	34.163	65.837	53.127	46.873	13.65	288	1.000	bicubic	-48.187	-43.065	+64
399	pit_s_distilled_224.in1k	34.159	65.841	53.363	46.637	24.04	224	0.900	bicubic	-47.649	-42.365	+120
400	tf_efficientnet_b1.ns_jft_in1k	34.157	65.843	55.505	44.495	7.79	240	0.882	bicubic	-47.237	-40.231	+158
401	twins_pcpvt_large.in1k	34.117	65.883	54.133	45.867	60.99	224	0.900	bicubic	-49.013	-42.469	-26
402	tf_efficientnet_b4.aa_in1k	34.060	65.940	54.212	45.788	19.34	380	0.922	bicubic	-48.958	-42.088	-16
403	efficientformerv2_s2.snap_dist_in1k	34.060	65.940	53.467	46.533	12.71	224	0.950	bicubic	-48.106	-42.443	+86
404	resnetv2_101.a1h_in1k	34.051	65.949	52.316	47.684	44.54	288	1.000	bicubic	-48.951	-44.138	-15
405	resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k	34.033	65.967	55.596	44.404	88.79	224	0.875	bilinear	-47.573	-40.445	+128
406	tf_efficientnet_b6.aa_in1k	34.005	65.995	54.540	45.460	43.04	528	0.942	bicubic	-50.111	-42.340	-124
407	xcit_small_24_p16_224.fb_in1k	34.005	65.995	53.281	46.719	47.67	224	1.000	bicubic	-48.575	-42.731	+28
408	nfnet_l0.ra2_in1k	33.998	66.002	54.373	45.627	35.07	288	1.000	bicubic	-48.754	-42.143	+1
409	efficientnet_b3_pruned.in1k	33.994	66.006	54.110	45.890	9.86	300	0.904	bicubic	-46.858	-41.134	+205
410	regnety_160.deit_in1k	33.982	66.018	53.554	46.446	83.59	288	1.000	bicubic	-49.708	-43.228	-83
411	resnext101_64x4d.tv_in1k	33.966	66.034	52.530	47.470	83.46	224	0.875	bilinear	-49.026	-43.714	-21
412	gc_efficientnetv2_rw_t.agc_in1k	33.960	66.040	53.230	46.770	13.68	288	1.000	bicubic	-48.492	-43.062	+38
413	swinv2_cr_small_ns_224.sw_in1k	33.846	66.154	52.640	47.360	49.70	224	0.900	bicubic	-49.652	-43.844	-73
414	resnext101_64x4d.c1_in1k	33.842	66.158	52.161	47.839	83.46	288	1.000	bicubic	-49.314	-44.213	-43
415	poolformerv2_s36.sail_in1k	33.827	66.173	53.685	46.315	30.79	224	1.000	bicubic	-47.741	-42.005	+121
416	resnet101.a1h_in1k	33.777	66.223	53.102	46.898	44.55	288	1.000	bicubic	-49.001	-43.208	-10
417	xcit_small_12_p16_224.fb_in1k	33.756	66.244	53.228	46.772	26.25	224	1.000	bicubic	-48.214	-42.560	+89
418	swin_s3_small_224.ms_in1k	33.697	66.303	52.365	47.635	49.74	224	0.900	bicubic	-50.059	-44.087	-101
419	resnetv2_50x3_bit.goog_in21k_ft_in1k	33.671	66.329	55.888	44.112	217.32	448	1.000	bilinear	-50.349	-41.238	-127
420	swinv2_small_window8_256.ms_in1k	33.634	66.366	52.827	47.173	49.73	256	0.900	bicubic	-50.220	-43.817	-117
421	resnet152.tv2_in1k	33.620	66.380	51.656	48.344	60.19	224	0.965	bilinear	-48.668	-44.348	+51
422	resnet51q.ra2_in1k	33.557	66.443	53.027	46.973	35.70	288	1.000	bilinear	-48.803	-43.155	+38
423	xcit_tiny_24_p16_384.fb_dist_in1k	33.508	66.492	52.768	47.232	12.12	384	1.000	bicubic	-49.062	-43.508	+15
424	vit_relpos_medium_patch16_224.sw_in1k	33.498	66.502	52.620	47.380	38.75	224	0.900	bicubic	-48.964	-43.462	+25
425	cs3edgenet_x.c2_in1k	33.457	66.543	52.925	47.075	47.82	288	1.000	bicubic	-49.251	-43.445	-12
426	regnety_080.ra3_in1k	33.453	66.547	52.939	47.061	39.18	288	1.000	bicubic	-50.473	-43.951	-130
427	convmixer_1536_20.in1k	33.432	66.568	53.029	46.971	51.63	224	0.960	bicubic	-47.930	-42.585	+135
428	sequencer2d_s.in1k	33.430	66.570	52.383	47.617	27.65	224	0.875	bicubic	-48.910	-43.647	+36
429	regnety_032.ra_in1k	33.416	66.584	52.768	47.232	19.44	288	1.000	bicubic	-49.312	-43.648	-18
430	crossvit_18_240.in1k	33.386	66.614	52.247	47.753	43.27	240	0.875	bicubic	-49.010	-43.813	+24
431	vit_srelpos_medium_patch16_224.sw_in1k	33.373	66.627	52.459	47.541	38.74	224	0.900	bicubic	-48.867	-43.483	+46
432	gernet_l.idstcv_in1k	33.371	66.629	51.911	48.089	31.08	256	0.875	bilinear	-47.983	-43.619	+132
433	tf_efficientnetv2_b3.in21k_ft_in1k	33.355	66.645	54.922	45.078	14.36	300	0.900	bicubic	-49.315	-41.705	-16
434	regnetz_c16.ra3_in1k	33.335	66.665	54.243	45.757	13.46	320	1.000	bicubic	-49.299	-42.079	-13
435	crossvit_15_dagger_408.in1k	33.335	66.665	52.202	47.798	28.50	408	1.000	bicubic	-50.507	-44.576	-129
436	crossvit_18_dagger_240.in1k	33.282	66.718	52.196	47.804	44.27	240	0.875	bicubic	-49.234	-43.870	+8
437	wide_resnet101_2.tv2_in1k	33.261	66.739	51.426	48.574	126.89	224	0.965	bilinear	-49.237	-44.592	+8
438	swin_tiny_patch4_window7_224.ms_in22k_ft_in1k	33.257	66.743	55.295	44.705	28.29	224	0.900	bicubic	-47.711	-40.719	+162
439	tresnet_xl.miil_in1k	33.255	66.745	52.298	47.702	78.44	224	0.875	bilinear	-48.819	-43.628	+57
440	nest_base_jx.goog_in1k	33.215	66.785	51.825	48.175	67.72	224	0.875	bicubic	-50.319	-44.549	-102
441	convnext_tiny.fb_in1k	33.168	66.832	52.677	47.323	28.59	288	1.000	bicubic	-49.530	-43.955	-26
442	resnest50d_1s4x24d.in1k	33.145	66.855	52.840	47.160	25.68	224	0.875	bicubic	-47.843	-42.485	+155
443	convnext_nano.in12k_ft_in1k	33.119	66.881	53.988	46.012	15.59	288	1.000	bicubic	-49.743	-42.568	-44
444	vit_relpos_medium_patch16_rpn_224.sw_in1k	33.092	66.908	52.363	47.637	38.73	224	0.900	bicubic	-49.218	-43.609	+25
445	resnet61q.ra2_in1k	33.090	66.910	51.746	48.254	36.85	288	1.000	bicubic	-49.434	-44.384	-3
446	maxxvit_rmlp_nano_rw_256.sw_in1k	33.074	66.926	51.852	48.148	16.78	256	0.950	bicubic	-49.968	-44.498	-60
447	nest_small_jx.goog_in1k	33.052	66.948	51.064	48.936	38.35	224	0.875	bicubic	-50.072	-45.256	-71
448	rexnet_300.nav_in1k	33.048	66.952	52.369	47.631	34.71	224	0.875	bicubic	-49.726	-43.867	-41
449	crossvit_base_240.in1k	33.033	66.967	51.390	48.610	105.03	240	0.875	bicubic	-49.183	-44.534	+32
450	poolformerv2_m36.sail_in1k	33.031	66.969	51.858	48.142	56.08	224	1.000	bicubic	-49.185	-43.974	+30
451	twins_pcpvt_base.in1k	33.023	66.977	52.506	47.494	43.83	224	0.900	bicubic	-49.687	-43.840	-39
452	pvt_v2_b2.in1k	33.013	66.987	52.003	47.997	25.36	224	0.900	bicubic	-49.073	-43.953	+43
453	xcit_tiny_24_p16_224.fb_dist_in1k	32.999	67.001	52.074	47.926	12.12	224	1.000	bicubic	-47.455	-43.144	+198
454	rexnet_200.nav_in1k	32.966	67.034	52.923	47.077	16.37	224	0.875	bicubic	-48.670	-42.741	+76
455	resnest50d.in1k	32.966	67.034	52.705	47.295	27.48	224	0.875	bilinear	-47.998	-42.679	+147
456	crossvit_15_dagger_240.in1k	32.927	67.073	51.807	48.193	28.21	240	0.875	bicubic	-49.403	-44.153	+10
457	convit_small.fb_in1k	32.923	67.077	52.115	47.885	27.78	224	0.875	bicubic	-48.497	-43.629	+98
458	tf_efficientnetv2_s.in1k	32.913	67.087	51.738	48.262	21.46	384	1.000	bicubic	-50.987	-44.960	-159
459	swin_base_patch4_window12_384.ms_in1k	32.905	67.095	51.750	48.250	87.90	384	1.000	bicubic	-51.571	-45.142	-215
460	vit_small_patch16_224.augreg_in21k_ft_in1k	32.883	67.117	53.921	46.079	22.05	224	0.900	bicubic	-48.501	-42.215	+99
461	convnext_tiny_hnf.a2h_in1k	32.881	67.119	51.194	48.806	28.59	288	1.000	bicubic	-49.703	-44.814	-28
462	tf_efficientnet_b3.aa_in1k	32.862	67.138	52.962	47.038	12.23	300	0.904	bicubic	-48.782	-42.760	+67
463	pnasnet5large.tf_in1k	32.862	67.138	50.516	49.484	86.06	331	0.911	bicubic	-49.920	-45.524	-57
464	twins_svt_base.in1k	32.832	67.168	51.565	48.435	56.07	224	0.900	bicubic	-50.290	-44.851	-87
465	regnetv_064.ra3_in1k	32.828	67.172	52.862	47.138	30.58	288	1.000	bicubic	-50.888	-43.882	-142
466	convnextv2_nano.fcmae_ft_in1k	32.815	67.185	52.656	47.344	15.62	288	1.000	bicubic	-49.671	-43.570	-19
467	nasnetalarge.tf_in1k	32.781	67.219	50.141	49.859	88.75	331	0.911	bicubic	-49.845	-45.901	-43
468	gernet_m.idstcv_in1k	32.760	67.240	51.897	48.103	21.14	224	0.875	bilinear	-47.974	-43.289	+155
469	inception_resnet_v2.tf_in1k	32.736	67.264	50.642	49.358	55.84	299	0.897	bicubic	-47.726	-44.666	+179
470	resnet152d.gluon_in1k	32.726	67.274	51.080	48.920	60.21	224	0.875	bicubic	-47.750	-44.122	+176
471	pit_b_224.in1k	32.724	67.276	49.852	50.148	73.76	224	0.900	bicubic	-49.714	-45.864	-20
472	tf_efficientnet_b2.ap_in1k	32.685	67.315	52.237	47.763	9.11	260	0.890	bicubic	-47.623	-42.791	+189
473	swin_base_patch4_window7_224.ms_in1k	32.644	67.356	51.573	48.427	87.77	224	0.900	bicubic	-50.962	-44.879	-140
474	fbnetv3_g.ra2_in1k	32.624	67.376	52.888	47.112	16.62	288	0.950	bilinear	-49.412	-43.170	+26
475	regnety_320.tv2_in1k	32.616	67.384	50.298	49.702	145.05	224	0.965	bicubic	-50.546	-46.118	-105
476	tresnet_l.miil_in1k	32.565	67.435	51.139	48.861	55.99	224	0.875	bilinear	-48.915	-44.485	+72
477	cait_xxs36_384.fb_dist_in1k	32.553	67.447	52.221	47.779	17.37	384	1.000	bicubic	-49.651	-43.923	+6
478	resnext101_32x8d.tv2_in1k	32.549	67.451	50.164	49.836	88.79	224	0.965	bilinear	-50.283	-46.068	-78
479	regnetz_c16_evos.ch_in1k	32.539	67.461	52.919	47.081	13.49	320	0.950	bicubic	-50.093	-43.555	-56
480	gmlp_s16_224.ra3_in1k	32.420	67.580	51.817	48.183	19.42	224	0.875	bicubic	-47.224	-42.805	+229
481	inception_resnet_v2.tf_ens_adv_in1k	32.365	67.635	50.429	49.571	55.84	299	0.897	bicubic	-47.613	-44.517	+200
482	deit_base_patch16_224.fb_in1k	32.357	67.643	50.986	49.014	86.57	224	0.900	bicubic	-49.635	-44.751	+22
483	maxvit_nano_rw_256.sw_in1k	32.355	67.645	50.622	49.378	15.45	256	0.950	bicubic	-50.573	-45.598	-88
484	swin_small_patch4_window7_224.ms_in1k	32.347	67.653	50.903	49.097	49.61	224	0.900	bicubic	-50.861	-45.413	-118
485	resnet152s.gluon_in1k	32.331	67.669	50.539	49.461	60.32	224	0.875	bicubic	-48.671	-44.871	+111
486	xcit_tiny_24_p8_224.fb_in1k	32.292	67.708	51.895	48.105	12.11	224	1.000	bicubic	-49.600	-44.075	+27
487	deit_small_distilled_patch16_224.fb_in1k	32.274	67.726	52.113	47.887	22.44	224	0.900	bicubic	-48.944	-43.271	+86
488	poolformerv2_s24.sail_in1k	32.268	67.732	51.492	48.508	21.34	224	1.000	bicubic	-48.480	-43.818	+134
489	seresnext101_64x4d.gluon_in1k	32.192	67.808	50.313	49.687	88.23	224	0.875	bicubic	-48.704	-44.983	+119
490	regnetx_320.tv2_in1k	32.174	67.826	49.349	50.651	107.81	224	0.965	bicubic	-50.636	-46.859	-87
491	seresnext101_32x4d.gluon_in1k	32.121	67.879	51.243	48.757	48.96	224	0.875	bicubic	-48.771	-44.053	+118
492	coat_lite_small.in1k	32.115	67.885	49.928	50.072	19.84	224	0.900	bicubic	-50.199	-45.920	-24
493	flexivit_small.1200ep_in1k	32.091	67.909	50.327	49.673	22.06	240	0.950	bicubic	-50.429	-45.797	-50
494	coatnext_nano_rw_224.sw_in1k	32.070	67.930	51.017	48.983	14.70	224	0.900	bicubic	-49.872	-44.899	+16
495	maxxvitv2_nano_rw_256.sw_in1k	32.068	67.932	50.345	49.655	23.70	256	0.950	bicubic	-51.042	-45.979	-116
496	focalnet_tiny_lrf.ms_in1k	32.052	67.948	51.451	48.549	28.65	224	0.900	bicubic	-50.102	-44.497	-7
497	gcvit_xtiny.in1k	32.044	67.956	50.991	49.009	19.98	224	0.875	bicubic	-49.910	-44.977	+12
498	deit_base_patch16_384.fb_in1k	31.989	68.011	50.553	49.447	86.86	384	1.000	bicubic	-51.117	-45.815	-118
499	maxvit_rmlp_nano_rw_256.sw_in1k	31.976	68.025	50.618	49.382	15.50	256	0.950	bicubic	-50.978	-45.648	-106
500	xcit_tiny_12_p8_224.fb_dist_in1k	31.940	68.060	51.402	48.598	6.71	224	1.000	bicubic	-49.272	-44.200	+76
501	coatnet_bn_0_rw_224.sw_in1k	31.907	68.093	51.017	48.983	27.44	224	0.950	bicubic	-50.493	-45.169	-48
502	tf_efficientnet_b7.aa_in1k	31.877	68.123	51.905	48.095	66.35	600	0.949	bicubic	-52.537	-45.001	-245
503	levit_384.fb_dist_in1k	31.875	68.125	50.594	49.406	39.13	224	0.900	bicubic	-50.721	-45.424	-74
504	levit_conv_384.fb_dist_in1k	31.873	68.127	50.593	49.407	39.13	224	0.900	bicubic	-50.717	-45.656	-73
505	resnetrs101.tf_in1k	31.858	68.142	51.023	48.977	63.62	288	0.940	bicubic	-50.426	-44.991	-32
506	cs3se_edgenet_x.c2ns_in1k	31.806	68.194	50.767	49.233	50.72	320	1.000	bicubic	-51.736	-45.905	-169
507	vit_relpos_small_patch16_224.sw_in1k	31.781	68.219	50.620	49.380	21.98	224	0.900	bicubic	-49.681	-45.200	+43
508	convnext_tiny.fb_in22k_ft_in1k	31.667	68.333	51.785	48.215	28.59	288	1.000	bicubic	-47.231	-42.889	+253
509	poolformer_m48.sail_in1k	31.665	68.335	49.800	50.200	73.47	224	0.950	bicubic	-50.817	-46.165	-61
510	flexivit_small.600ep_in1k	31.643	68.357	49.384	50.616	22.06	240	0.950	bicubic	-50.719	-46.698	-51
511	tnt_s_patch16_224	31.634	68.366	51.153	48.847	23.76	224	0.900	bicubic	-49.902	-44.584	+29
512	eca_nfnet_l0.ra2_in1k	31.616	68.384	51.593	48.407	24.14	288	1.000	bicubic	-50.962	-44.901	-76
513	focalnet_tiny_srf.ms_in1k	31.604	68.396	50.864	49.136	28.43	224	0.900	bicubic	-50.530	-45.104	-22
514	resnetv2_50x1_bit.goog_distilled_in1k	31.581	68.419	51.268	48.732	25.55	224	0.875	bicubic	-51.239	-45.246	-113
515	coatnet_rmlp_nano_rw_224.sw_in1k	31.551	68.449	50.180	49.820	15.15	224	0.900	bicubic	-50.499	-45.700	-17
516	mobilevitv2_200.cvnets_in22k_ft_in1k	31.521	68.478	51.777	48.223	18.45	256	0.888	bicubic	-50.810	-44.165	-51
517	wide_resnet50_2.racm_in1k	31.521	68.478	50.388	49.612	68.88	288	0.950	bicubic	-50.758	-45.676	-43
518	xception41p.ra3_in1k	31.508	68.492	50.380	49.620	26.91	299	0.940	bicubic	-50.464	-45.416	-13
519	regnety_064.ra3_in1k	31.463	68.537	50.516	49.484	30.58	288	1.000	bicubic	-52.257	-46.206	-197
520	poolformer_m36.sail_in1k	31.447	68.553	50.015	49.985	56.17	224	0.950	bicubic	-50.655	-45.863	-26
521	resnet152.a1_in1k	31.433	68.567	48.653	51.347	60.19	288	1.000	bicubic	-51.299	-47.067	-111
522	resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k	31.429	68.571	52.127	47.873	44.18	224	0.875	bilinear	-49.495	-43.607	+83
523	flexivit_small.300ep_in1k	31.425	68.575	49.217	50.783	22.06	240	0.950	bicubic	-50.753	-46.819	-37
524	inception_v4.tf_in1k	31.384	68.616	49.237	50.763	42.68	299	0.875	bicubic	-48.772	-45.731	+153
525	rexnet_150.nav_in1k	31.376	68.624	51.284	48.716	9.73	224	0.875	bicubic	-48.948	-43.890	+135
526	pit_s_224.in1k	31.347	68.653	49.679	50.321	23.46	224	0.900	bicubic	-49.745	-45.891	+65
527	resnet101.tv2_in1k	31.347	68.653	49.679	50.321	44.55	224	0.965	bilinear	-50.543	-46.089	-13
528	efficientformer_l1.snap_dist_in1k	31.343	68.657	50.443	49.557	12.29	224	0.950	bicubic	-49.155	-44.545	+115
529	regnety_032.tv2_in1k	31.335	68.665	50.127	49.873	19.44	224	0.965	bicubic	-50.421	-45.713	-6
530	crossvit_15_240.in1k	31.325	68.675	50.176	49.824	27.53	240	0.875	bicubic	-50.209	-45.516	+11
531	swinv2_tiny_window16_256.ms_in1k	31.305	68.695	49.667	50.333	28.35	256	0.900	bicubic	-51.499	-46.569	-127
532	cait_xxs36_224.fb_dist_in1k	31.272	68.728	50.614	49.386	17.30	224	1.000	bicubic	-48.474	-44.260	+167
533	cspresnet50.ra_in1k	31.268	68.732	51.227	48.773	21.62	256	0.887	bilinear	-48.322	-43.485	+179
534	crossvit_small_240.in1k	31.262	68.738	50.192	49.808	26.86	240	0.875	bicubic	-49.754	-45.264	+61
535	vit_srelpos_small_patch16_224.sw_in1k	31.260	68.740	50.233	49.767	21.97	224	0.900	bicubic	-49.832	-45.099	+55
536	swinv2_cr_small_224.sw_in1k	31.254	68.746	48.745	51.255	49.70	224	0.900	bicubic	-51.882	-47.739	-162
537	coatnet_0_rw_224.sw_in1k	31.252	68.748	48.633	51.367	27.44	224	0.950	bicubic	-51.138	-47.203	-82
538	swin_s3_tiny_224.ms_in1k	31.248	68.752	49.728	50.272	28.33	224	0.900	bicubic	-50.896	-46.226	-48
539	cspresnext50.ra_in1k	31.227	68.773	50.871	49.129	20.57	256	0.887	bilinear	-49.329	-44.451	+98
540	regnetv_040.ra3_in1k	31.225	68.775	50.121	49.879	20.64	288	1.000	bicubic	-51.973	-46.537	-173
541	convmixer_768_32.in1k	31.219	68.781	50.928	49.072	21.11	224	0.960	bicubic	-48.949	-44.145	+133
542	coat_mini.in1k	31.195	68.805	49.761	50.239	10.34	224	0.900	bicubic	-50.075	-45.621	+27
543	xcit_tiny_12_p8_384.fb_dist_in1k	31.182	68.818	50.508	49.492	6.71	384	1.000	bicubic	-51.206	-45.712	-87
544	resnet101s.gluon_in1k	31.105	68.895	49.799	50.201	44.67	224	0.875	bicubic	-49.197	-45.351	+118
545	edgenext_small.usi_in1k	31.101	68.899	50.135	49.865	5.59	320	1.000	bicubic	-50.463	-45.577	-8
546	coatnet_nano_rw_224.sw_in1k	31.097	68.903	49.581	50.419	15.14	224	0.900	bicubic	-50.601	-46.066	-21
547	tf_efficientnet_cc_b0_8e.in1k	31.091	68.909	50.781	49.219	24.01	224	0.875	bicubic	-46.815	-42.879	+286
548	resmlp_36_224.fb_distilled_in1k	31.062	68.938	49.696	50.304	44.69	224	0.875	bicubic	-50.086	-45.782	+34
549	ecaresnet50t.ra2_in1k	31.050	68.950	50.573	49.427	25.57	320	0.950	bicubic	-51.302	-45.567	-88
550	resnet152c.gluon_in1k	31.017	68.984	48.932	51.068	60.21	224	0.875	bicubic	-48.893	-45.912	+134
551	cs3sedarknet_x.c2ns_in1k	31.013	68.987	50.131	49.869	35.40	288	1.000	bicubic	-51.645	-46.219	-132
552	cspdarknet53.ra_in1k	31.003	68.997	50.404	49.596	27.64	256	0.887	bilinear	-49.059	-44.676	+127
553	resnext101_64x4d.gluon_in1k	30.993	69.007	48.549	51.451	83.46	224	0.875	bicubic	-49.607	-46.443	+83
554	tresnet_m.miil_in1k	30.991	69.009	48.684	51.316	31.39	224	0.875	bilinear	-49.807	-46.172	+63
555	twins_svt_small.in1k	30.981	69.019	49.221	50.779	24.06	224	0.900	bicubic	-50.697	-46.439	-29
556	regnety_160.tv2_in1k	30.946	69.054	49.058	50.942	83.59	224	0.965	bicubic	-51.696	-47.158	-136
557	gcresnet50t.ra2_in1k	30.936	69.064	50.034	49.966	25.90	288	1.000	bicubic	-50.520	-45.684	-6
558	tf_efficientnet_cc_b1_8e.in1k	30.907	69.094	50.078	49.922	39.72	240	0.882	bicubic	-48.396	-44.296	+177
559	resmlp_24_224.fb_distilled_in1k	30.901	69.099	50.174	49.826	30.02	224	0.875	bicubic	-49.855	-45.050	+62
560	regnety_080_tv.tv2_in1k	30.893	69.107	48.724	51.276	39.38	224	0.965	bicubic	-51.697	-47.294	-130
561	resnext101_32x4d.gluon_in1k	30.891	69.109	48.539	51.461	44.18	224	0.875	bicubic	-49.449	-46.391	+97
562	tf_efficientnetv2_b3.in1k	30.855	69.145	49.814	50.186	14.36	300	0.904	bicubic	-51.115	-45.998	-55
563	tf_efficientnet_lite4.in1k	30.834	69.166	50.392	49.608	13.01	380	0.920	bilinear	-50.698	-45.272	-21
564	resnetaa50d.sw_in12k_ft_in1k	30.802	69.198	50.569	49.431	25.58	288	1.000	bicubic	-51.798	-45.929	-136
565	nf_resnet50.ra2_in1k	30.700	69.300	49.948	50.052	25.56	288	0.940	bicubic	-49.940	-45.384	+67
566	poolformer_s36.sail_in1k	30.692	69.308	49.447	50.553	30.86	224	0.900	bicubic	-50.738	-45.997	-13
567	xcit_tiny_24_p16_224.fb_in1k	30.671	69.329	50.416	49.584	12.12	224	1.000	bicubic	-48.777	-44.462	+155
568	resnet50.a1h_in1k	30.635	69.365	49.421	50.579	25.56	224	1.000	bicubic	-50.041	-45.885	+60
569	dpn107.mx_in1k	30.625	69.374	48.739	51.261	86.92	224	0.875	bicubic	-49.543	-46.203	+106
570	tresnet_xl.miil_in1k_448	30.622	69.379	49.074	50.926	78.44	448	0.875	bilinear	-52.439	-47.101	-186
571	resnet152.gluon_in1k	30.614	69.386	48.513	51.487	60.19	224	0.875	bicubic	-49.080	-46.223	+132
572	resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k	30.602	69.398	50.667	49.333	25.03	224	0.875	bilinear	-49.736	-44.731	+87
573	haloregnetz_b.ra3_in1k	30.592	69.408	48.993	51.007	11.68	224	0.940	bicubic	-50.456	-46.207	+20
574	pit_xs_distilled_224.in1k	30.543	69.457	50.184	49.816	11.00	224	0.900	bicubic	-48.637	-44.178	+171
575	regnetx_080.tv2_in1k	30.523	69.477	48.032	51.968	39.57	224	0.965	bicubic	-51.015	-47.510	-36
576	resnet101d.gluon_in1k	30.506	69.494	47.973	52.027	44.57	224	0.875	bicubic	-49.920	-47.051	+76
577	resnest26d.gluon_in1k	30.494	69.506	50.663	49.337	17.07	224	0.875	bilinear	-47.990	-43.631	+213
578	mobilevitv2_200.cvnets_in22k_ft_in1k_384	30.490	69.510	50.575	49.425	18.45	384	1.000	bicubic	-52.910	-46.007	-228
579	efficientformerv2_s1.snap_dist_in1k	30.451	69.549	49.588	50.412	6.19	224	0.950	bicubic	-49.237	-45.466	+126
580	resnet50.ram_in1k	30.451	69.549	48.997	51.003	25.56	288	0.950	bicubic	-49.525	-46.055	+102
581	efficientnet_b2.ra_in1k	30.427	69.573	49.688	50.312	9.11	288	1.000	bicubic	-50.183	-45.625	+53
582	tf_efficientnet_b1.ap_in1k	30.421	69.579	49.549	50.451	7.79	240	0.882	bicubic	-48.859	-44.759	+154
583	cs3darknet_x.c2ns_in1k	30.409	69.591	49.197	50.803	35.05	288	1.000	bicubic	-51.813	-47.033	-104
584	xcit_tiny_12_p16_384.fb_dist_in1k	30.403	69.597	50.131	49.869	6.72	384	1.000	bicubic	-50.535	-45.283	+19
585	twins_pcpvt_small.in1k	30.392	69.608	49.388	50.612	24.11	224	0.900	bicubic	-50.704	-46.260	+4
586	ecaresnetlight.miil_in1k	30.382	69.618	49.146	50.854	30.16	288	0.950	bicubic	-51.026	-46.670	-30
587	resnet50d.ra2_in1k	30.376	69.624	48.792	51.208	25.58	288	0.950	bicubic	-50.980	-46.946	-24
588	ecaresnet101d_pruned.miil_in1k	30.360	69.640	48.810	51.190	24.88	288	0.950	bicubic	-51.638	-47.350	-85
589	visformer_small.in1k	30.337	69.663	48.285	51.715	40.22	224	0.900	bicubic	-51.765	-47.412	-96
590	tf_efficientnet_b5.in1k	30.295	69.705	49.761	50.239	30.39	456	0.934	bicubic	-52.881	-46.775	-221
591	resnet101.a1_in1k	30.293	69.707	46.580	53.420	44.55	288	1.000	bicubic	-52.029	-49.052	-124
592	regnety_040.ra3_in1k	30.270	69.730	48.926	51.074	20.65	288	1.000	bicubic	-52.774	-47.572	-207
593	regnetx_160.tv2_in1k	30.217	69.783	47.055	52.945	54.28	224	0.965	bicubic	-52.349	-49.117	-153
594	mobilevitv2_175.cvnets_in22k_ft_in1k	30.209	69.791	49.056	50.944	14.25	256	0.888	bicubic	-51.729	-46.734	-83
595	vit_relpos_base_patch32_plus_rpn_256.sw_in1k	30.201	69.799	48.688	51.312	119.42	256	0.900	bicubic	-49.283	-45.450	+124
596	resnet50.b1k_in1k	30.197	69.803	49.187	50.813	25.56	288	1.000	bicubic	-50.509	-46.245	+30
597	seresnext50_32x4d.racm_in1k	30.168	69.832	49.093	50.907	27.56	288	0.950	bicubic	-52.028	-47.055	-113
598	resnet50.b2k_in1k	30.152	69.848	48.244	51.756	25.56	288	1.000	bicubic	-50.302	-47.074	+52
599	regnety_016.tv2_in1k	30.138	69.862	49.223	50.777	11.20	224	0.965	bicubic	-50.530	-46.107	+31
600	wide_resnet50_2.tv2_in1k	30.119	69.882	48.360	51.640	68.88	224	0.965	bilinear	-51.487	-47.402	-66
601	dpn68b.ra_in1k	30.101	69.899	48.172	51.828	12.61	288	1.000	bicubic	-49.261	-46.267	+127
602	convmixer_1024_20_ks9_p14.in1k	30.093	69.907	49.934	50.066	24.38	224	0.960	bicubic	-46.843	-43.416	+277
603	efficientnet_el.ra_in1k	30.030	69.970	48.842	51.158	10.59	300	0.904	bicubic	-51.282	-46.694	-38
604	tf_efficientnet_b2.aa_in1k	30.012	69.988	49.590	50.410	9.11	260	0.890	bicubic	-50.072	-45.316	+74
605	xcit_tiny_12_p16_224.fb_dist_in1k	30.010	69.990	49.651	50.349	6.72	224	1.000	bicubic	-48.564	-44.547	+177
606	halo2botnet50ts_256.a1h_in1k	29.995	70.005	48.376	51.624	22.64	256	0.950	bicubic	-52.067	-47.258	-109
607	legacy_senet154.in1k	29.991	70.009	48.038	51.962	115.09	224	0.875	bilinear	-51.317	-47.454	-41
608	dpn98.mx_in1k	29.981	70.019	48.146	51.854	61.57	224	0.875	bicubic	-49.689	-46.508	+100
609	mobilevitv2_150.cvnets_in22k_ft_in1k	29.971	70.029	49.217	50.783	10.59	256	0.888	bicubic	-51.517	-46.451	-63
610	resnetv2_50d_gn.ah_in1k	29.957	70.043	48.195	51.805	25.57	288	1.000	bicubic	-52.001	-47.733	-102
611	dpn92.mx_in1k	29.946	70.054	49.113	50.887	37.67	224	0.875	bicubic	-50.092	-45.747	+69
612	resnext50_32x4d.a1h_in1k	29.942	70.058	48.234	51.766	25.03	288	1.000	bicubic	-52.072	-47.700	-111
613	convnextv2_pico.fcmae_ft_in1k	29.938	70.062	48.847	51.153	9.07	288	0.950	bicubic	-51.148	-46.633	-21
614	dpn131.mx_in1k	29.934	70.066	48.034	51.966	79.25	224	0.875	bicubic	-49.880	-46.666	+81
615	resnetv2_101x1_bit.goog_in21k_ft_in1k	29.896	70.104	51.111	48.889	44.54	448	1.000	bilinear	-52.446	-45.409	-152
616	senet154.gluon_in1k	29.885	70.115	47.879	52.121	115.09	224	0.875	bicubic	-51.341	-47.479	-45
617	tf_efficientnet_b4.in1k	29.863	70.137	49.013	50.987	19.34	380	0.922	bicubic	-52.745	-46.739	-191
618	legacy_xception.tf_in1k	29.855	70.145	48.684	51.316	22.86	299	0.897	bicubic	-49.185	-45.698	+136
619	resnet50.tv2_in1k	29.840	70.160	48.010	51.990	25.56	224	0.965	bilinear	-51.010	-47.424	-4
620	cs3sedarknet_l.c2ns_in1k	29.828	70.172	49.009	50.991	21.91	288	0.950	bicubic	-51.956	-46.949	-98
621	inception_v3.tf_adv_in1k	29.826	70.174	47.839	52.161	23.83	299	0.875	bicubic	-47.766	-45.891	+225
622	resnet152.a2_in1k	29.826	70.174	45.961	54.039	60.19	288	1.000	bicubic	-52.782	-50.167	-195
623	vit_base_patch16_384.augreg_in1k	29.798	70.202	48.333	51.667	86.86	384	1.000	bicubic	-51.304	-46.787	-36
624	resnetaa50.a1h_in1k	29.788	70.212	48.014	51.986	25.56	288	1.000	bicubic	-51.826	-47.788	-92
625	lamhalobotnet50ts_256.a1h_in1k	29.755	70.245	48.335	51.665	22.57	256	0.950	bicubic	-51.799	-47.155	-87
626	fbnetv3_d.ra2_in1k	29.743	70.257	49.461	50.539	10.31	256	0.950	bilinear	-49.939	-45.483	+80
627	ese_vovnet39b.ra_in1k	29.733	70.267	49.046	50.954	24.57	288	0.950	bicubic	-50.617	-46.320	+29
628	resmlp_36_224.fb_in1k	29.698	70.302	48.958	51.042	44.69	224	0.875	bicubic	-50.074	-45.926	+70
629	convnext_nano.d1h_in1k	29.684	70.316	47.920	52.080	15.59	288	1.000	bicubic	-51.798	-47.738	-82
630	resnet50.c1_in1k	29.672	70.328	48.458	51.542	25.56	288	1.000	bicubic	-51.240	-47.094	-24
631	vit_base_patch32_384.augreg_in1k	29.649	70.351	48.989	51.011	88.30	384	1.000	bicubic	-49.103	-45.235	+141
632	ecaresnet50d.miil_in1k	29.562	70.438	48.967	51.033	25.58	288	0.950	bicubic	-52.088	-46.915	-103
633	nest_tiny_jx.goog_in1k	29.558	70.442	46.975	53.025	17.06	224	0.875	bicubic	-51.868	-48.643	-79
634	resnet152.a3_in1k	29.529	70.471	47.034	52.966	60.19	224	0.950	bicubic	-51.017	-47.966	+4
635	gcresnext50ts.ch_in1k	29.519	70.481	47.853	52.147	15.67	288	1.000	bicubic	-51.713	-47.691	-65
636	resnext50_32x4d.tv2_in1k	29.480	70.520	47.232	52.768	25.03	224	0.965	bilinear	-51.702	-48.108	-58
637	cs3darknet_l.c2ns_in1k	29.464	70.536	48.230	51.770	21.16	288	0.950	bicubic	-51.432	-47.432	-30
638	efficientnet_em.ra2_in1k	29.462	70.538	48.914	51.086	6.90	240	0.882	bicubic	-49.778	-45.880	+102
639	resnet50.fb_ssl_yfcc100m_ft_in1k	29.439	70.561	49.789	50.211	25.56	224	0.875	bilinear	-49.795	-45.037	+102
640	resnext101_32x8d.tv_in1k	29.437	70.563	48.488	51.512	88.79	224	0.875	bilinear	-49.873	-46.032	+92
641	coat_lite_mini.in1k	29.435	70.565	47.718	52.282	11.01	224	0.900	bicubic	-49.667	-46.890	+108
642	resnetv2_50.a1h_in1k	29.435	70.565	47.441	52.559	25.55	288	1.000	bicubic	-51.963	-48.285	-85
643	deit_small_patch16_224.fb_in1k	29.425	70.575	48.256	51.744	22.05	224	0.900	bicubic	-50.419	-46.788	+48
644	sebotnet33ts_256.a1h_in1k	29.423	70.577	47.160	52.840	13.70	256	0.940	bicubic	-51.743	-48.009	-65
645	nf_regnet_b1.ra2_in1k	29.409	70.591	49.431	50.569	10.22	288	0.900	bicubic	-49.897	-45.309	+88
646	cait_xxs24_384.fb_dist_in1k	29.391	70.609	48.751	51.249	12.03	384	1.000	bicubic	-51.581	-46.889	-48
647	resnetv2_50d_evos.ah_in1k	29.382	70.618	47.226	52.774	25.59	288	1.000	bicubic	-52.618	-48.674	-145
648	edgenext_small_rw.sw_in1k	29.346	70.654	48.722	51.278	7.83	320	1.000	bicubic	-51.112	-46.468	+1
649	convnext_nano_ols.d1h_in1k	29.325	70.675	47.478	52.522	15.65	288	1.000	bicubic	-52.275	-48.158	-114
650	regnetz_b16.ra3_in1k	29.321	70.679	47.885	52.115	9.72	288	1.000	bicubic	-51.407	-47.635	-26
651	swin_tiny_patch4_window7_224.ms_in1k	29.321	70.679	47.609	52.391	28.29	224	0.900	bicubic	-52.055	-47.934	-91
652	cait_xxs24_224.fb_dist_in1k	29.295	70.705	48.537	51.463	11.96	224	1.000	bicubic	-49.089	-45.779	+149
653	eca_resnet33ts.ra2_in1k	29.277	70.723	48.928	51.072	19.68	288	1.000	bicubic	-51.395	-46.436	-24
654	resnet50.d_in1k	29.250	70.750	47.213	52.787	25.56	288	1.000	bicubic	-51.722	-48.217	-55
655	resnet50.c2_in1k	29.244	70.756	47.165	52.835	25.56	288	1.000	bicubic	-51.626	-48.369	-43
656	pvt_v2_b1.in1k	29.238	70.762	48.958	51.042	14.01	224	0.900	bicubic	-49.464	-45.544	+121
657	maxvit_rmlp_pico_rw_256.sw_in1k	29.238	70.762	47.719	52.281	7.52	256	0.950	bicubic	-51.276	-47.495	-16
658	gcvit_xxtiny.in1k	29.218	70.781	48.348	51.652	12.00	224	0.875	bicubic	-50.509	-46.732	+42
659	poolformer_s24.sail_in1k	29.207	70.793	48.079	51.921	21.39	224	0.900	bicubic	-51.089	-46.993	+6
660	tresnet_l.miil_in1k_448	29.165	70.835	47.226	52.774	55.99	448	0.875	bilinear	-53.111	-48.752	-185
661	seresnet50.ra2_in1k	29.148	70.852	47.753	52.247	28.09	288	0.950	bicubic	-52.136	-47.899	-93
662	inception_v3.gluon_in1k	29.112	70.888	46.943	53.057	23.83	299	0.875	bicubic	-49.694	-47.431	+106
663	lambda_resnet50ts.a1h_in1k	29.108	70.891	46.961	53.039	21.54	256	0.950	bicubic	-52.048	-48.137	-82
664	resnet101.a2_in1k	29.091	70.909	45.762	54.238	44.55	288	1.000	bicubic	-53.145	-49.968	-186
665	xception71.tf_in1k	29.034	70.966	47.395	52.605	42.34	299	0.903	bicubic	-50.838	-47.533	+22
666	resnet34d.ra2_in1k	29.018	70.982	48.052	51.948	21.82	288	0.950	bicubic	-49.418	-46.292	+128
667	hrnet_w64.ms_in1k	28.987	71.013	47.138	52.862	128.06	224	0.875	bilinear	-50.487	-47.508	+53
668	xcit_tiny_12_p8_224.fb_in1k	28.979	71.021	47.501	52.499	6.71	224	1.000	bicubic	-50.709	-47.209	+36
669	regnetx_032.tv2_in1k	28.975	71.025	47.069	52.931	15.30	224	0.965	bicubic	-51.951	-48.209	-65
670	cs3darknet_focus_l.c2ns_in1k	28.934	71.066	47.641	52.359	21.15	288	0.950	bicubic	-51.946	-48.041	-60
671	tf_efficientnet_b0.ns_jft_in1k	28.902	71.098	49.003	50.997	5.29	224	0.875	bicubic	-49.768	-45.371	+109
672	xception65.tf_in1k	28.898	71.102	47.156	52.844	39.92	299	0.903	bicubic	-50.658	-47.498	+42
673	tf_efficientnet_b1.aa_in1k	28.886	71.114	47.523	52.477	7.79	240	0.882	bicubic	-49.944	-46.675	+93
674	vit_small_patch32_384.augreg_in21k_ft_in1k	28.875	71.125	48.883	51.117	22.92	384	1.000	bicubic	-51.611	-46.713	-30
675	mobilevitv2_150.cvnets_in22k_ft_in1k_384	28.871	71.129	47.936	52.064	10.59	384	1.000	bicubic	-53.715	-48.378	-243
676	resnet101.gluon_in1k	28.853	71.147	46.377	53.623	44.55	224	0.875	bicubic	-50.457	-48.145	+55
677	skresnext50_32x4d.ra_in1k	28.810	71.190	46.501	53.499	27.48	224	0.875	bicubic	-51.352	-48.139	-1
678	sehalonet33ts.ra2_in1k	28.776	71.224	46.574	53.426	13.69	256	0.940	bicubic	-52.180	-48.702	-76
679	levit_256.fb_dist_in1k	28.741	71.259	46.727	53.273	18.89	224	0.900	bicubic	-52.773	-48.765	-135
680	levit_conv_256.fb_dist_in1k	28.741	71.259	46.721	53.279	18.89	224	0.900	bicubic	-52.779	-48.769	-137
681	resnet50.ra_in1k	28.694	71.306	47.366	52.634	25.56	288	0.950	bicubic	-51.142	-47.600	+13
682	resnetblur50.bt_in1k	28.662	71.338	46.902	53.098	25.56	288	0.950	bicubic	-51.572	-48.332	-12
683	tf_efficientnet_lite3.in1k	28.654	71.346	47.350	52.650	8.20	300	0.904	bilinear	-51.154	-47.562	+13
684	darknetaa53.c2ns_in1k	28.654	71.346	46.953	53.047	36.02	288	1.000	bilinear	-51.847	-48.369	-41
685	hrnet_w40.ms_in1k	28.647	71.353	47.452	52.548	57.56	224	0.875	bilinear	-50.283	-47.012	+74
686	skresnet34.ra_in1k	28.635	71.365	47.963	52.037	22.28	224	0.875	bicubic	-48.275	-45.181	+195
687	swinv2_tiny_window8_256.ms_in1k	28.627	71.373	46.189	53.811	28.35	256	0.900	bicubic	-53.193	-49.805	-169
688	seresnext50_32x4d.gluon_in1k	28.621	71.379	46.438	53.562	27.56	224	0.875	bicubic	-51.289	-48.386	-3
689	mobilevitv2_175.cvnets_in22k_ft_in1k_384	28.598	71.403	47.118	52.882	14.25	384	1.000	bicubic	-54.341	-49.308	-295
690	tf_efficientnet_b3.in1k	28.582	71.418	47.987	52.013	12.23	300	0.904	bicubic	-52.296	-47.313	-79
691	halonet50ts.a1h_in1k	28.578	71.422	46.179	53.821	22.73	256	0.940	bicubic	-53.082	-49.431	-164
692	tf_efficientnetv2_b0.in1k	28.566	71.434	47.075	52.925	7.14	224	0.875	bicubic	-49.792	-46.939	+111
693	poolformerv2_s12.sail_in1k	28.556	71.444	47.403	52.597	11.89	224	1.000	bicubic	-49.448	-46.461	+133
694	resnet152.tv_in1k	28.543	71.457	47.106	52.894	60.19	224	0.875	bilinear	-49.779	-46.942	+111
695	xcit_tiny_12_p16_224.fb_in1k	28.515	71.485	47.403	52.597	6.72	224	1.000	bicubic	-48.625	-46.313	+175
696	eva02_tiny_patch14_336.mim_in22k_ft_in1k	28.507	71.493	47.541	52.459	5.76	336	1.000	bicubic	-52.123	-47.985	-63
697	ecaresnet50t.a1_in1k	28.456	71.544	45.576	54.424	25.57	288	1.000	bicubic	-53.672	-50.066	-205
698	repvgg_b2.rvgg_in1k	28.421	71.579	47.044	52.956	89.02	224	0.875	bilinear	-50.371	-47.376	+72
699	hrnet_w48.ms_in1k	28.407	71.593	47.572	52.428	77.47	224	0.875	bilinear	-50.895	-46.944	+35
700	swinv2_cr_tiny_ns_224.sw_in1k	28.379	71.621	45.902	54.098	28.33	224	0.900	bicubic	-53.423	-49.916	-180
701	resnext50_32x4d.gluon_in1k	28.372	71.628	45.332	54.668	25.03	224	0.875	bicubic	-50.988	-49.098	+28
702	efficientnet_b2_pruned.in1k	28.360	71.640	47.061	52.939	8.31	260	0.890	bicubic	-51.560	-47.791	-19
703	tf_efficientnet_b0.ap_in1k	28.352	71.648	47.543	52.457	5.29	224	0.875	bicubic	-48.738	-45.719	+169
704	dla169.in1k	28.328	71.672	47.388	52.612	53.39	224	0.875	bilinear	-50.380	-46.959	+73
705	darknet53.c2ns_in1k	28.324	71.676	46.880	53.120	41.61	288	1.000	bicubic	-52.212	-48.553	-66
706	tf_efficientnet_cc_b0_4e.in1k	28.317	71.683	47.364	52.636	13.31	224	0.875	bicubic	-48.986	-45.972	+155
707	dla102x2.in1k	28.315	71.685	46.772	53.228	41.28	224	0.875	bilinear	-51.129	-47.866	+16
708	resnext50_32x4d.ra_in1k	28.303	71.697	46.081	53.919	25.03	288	0.950	bicubic	-52.395	-49.309	-81
709	mixnet_xl.ra_in1k	28.291	71.709	46.708	53.292	11.90	224	0.875	bicubic	-52.191	-48.229	-64
710	resnet50d.gluon_in1k	28.234	71.766	45.884	54.116	25.58	224	0.875	bicubic	-50.844	-48.584	+41
711	seresnet33ts.ra2_in1k	28.232	71.768	47.578	52.422	19.78	288	1.000	bicubic	-52.552	-47.784	-92
712	resnet50.a1_in1k	28.220	71.780	44.937	55.063	25.56	288	1.000	bicubic	-52.994	-50.165	-137
713	densenet161.tv_in1k	28.108	71.892	46.653	53.347	28.68	224	0.875	bicubic	-49.250	-46.989	+144
714	resnet101c.gluon_in1k	28.104	71.896	45.953	54.047	44.57	224	0.875	bicubic	-51.438	-48.633	+2
715	resnet34.a1_in1k	28.102	71.898	45.703	54.297	21.80	288	1.000	bicubic	-49.816	-47.211	+116
716	wide_resnet101_2.tv_in1k	28.095	71.906	46.426	53.574	126.89	224	0.875	bilinear	-50.743	-47.855	+49
717	regnetx_320.pycls_in1k	28.079	71.921	45.118	54.882	107.81	224	0.875	bicubic	-52.167	-49.904	-49
718	regnety_320.pycls_in1k	28.075	71.925	45.460	54.540	145.05	224	0.875	bicubic	-52.733	-49.778	-102
719	resnext50_32x4d.a1_in1k	28.075	71.925	44.815	55.185	25.03	288	1.000	bicubic	-53.391	-50.359	-170
720	gernet_s.idstcv_in1k	28.051	71.949	46.727	53.273	8.17	224	0.875	bilinear	-48.859	-46.589	+162
721	ecaresnet50d_pruned.miil_in1k	28.043	71.957	47.036	52.964	19.94	288	0.950	bicubic	-52.747	-48.534	-103
722	levit_conv_192.fb_dist_in1k	28.032	71.968	45.874	54.126	10.95	224	0.900	bicubic	-51.806	-48.904	-30
723	mobilevitv2_175.cvnets_in1k	28.028	71.972	46.098	53.902	14.25	256	0.888	bicubic	-52.832	-49.158	-111
724	levit_192.fb_dist_in1k	28.028	71.972	45.870	54.130	10.95	224	0.900	bicubic	-51.810	-48.914	-30
725	efficientnet_el_pruned.in1k	28.002	71.998	46.804	53.196	10.59	300	0.904	bicubic	-52.298	-48.418	-62
726	vit_base_patch16_224.augreg_in1k	27.973	72.027	45.739	54.261	86.57	224	0.900	bicubic	-51.181	-48.351	+20
727	resnet101.a3_in1k	27.925	72.075	45.012	54.988	44.55	224	0.950	bicubic	-51.888	-49.594	-31
728	resnet50_gn.a1h_in1k	27.916	72.084	46.069	53.931	25.56	288	0.950	bicubic	-53.300	-49.559	-154
729	xception41.tf_in1k	27.880	72.120	45.890	54.110	26.97	299	0.903	bicubic	-50.624	-48.386	+56
730	regnetx_160.pycls_in1k	27.827	72.173	45.631	54.369	54.28	224	0.875	bicubic	-52.039	-49.197	-41
731	dpn68b.mx_in1k	27.814	72.186	47.415	52.585	12.61	224	0.875	bicubic	-49.704	-46.437	+119
732	resnet50d.a1_in1k	27.790	72.210	44.377	55.623	25.58	288	1.000	bicubic	-53.660	-50.841	-180
733	inception_v3.tf_in1k	27.782	72.218	45.723	54.277	23.83	299	0.875	bicubic	-50.080	-48.143	+103
734	res2net101_26w_4s.in1k	27.778	72.222	45.159	54.841	45.21	224	0.875	bilinear	-51.424	-49.277	+10
735	tf_efficientnetv2_b1.in1k	27.743	72.257	46.574	53.426	8.14	240	0.882	bicubic	-51.719	-48.148	-14
736	vit_base_patch16_224.sam_in1k	27.703	72.297	45.100	54.900	86.57	224	0.900	bicubic	-52.541	-49.656	-67
737	fbnetv3_b.ra2_in1k	27.670	72.330	46.987	53.013	8.60	256	0.950	bilinear	-51.472	-47.755	+10
738	repvgg_b1.rvgg_in1k	27.637	72.363	46.533	53.467	57.42	224	0.875	bilinear	-50.731	-47.563	+62
739	mobilevitv2_200.cvnets_in1k	27.637	72.363	45.784	54.216	18.45	256	0.888	bicubic	-53.497	-49.578	-155
740	regnety_160.pycls_in1k	27.637	72.363	45.531	54.469	83.59	224	0.875	bicubic	-52.661	-49.431	-75
741	hrnet_w44.ms_in1k	27.633	72.367	45.839	54.161	67.06	224	0.875	bilinear	-51.259	-48.525	+21
742	resnet50.am_in1k	27.580	72.420	45.371	54.629	25.56	224	0.875	bicubic	-51.418	-49.025	+13
743	inception_v3.tv_in1k	27.554	72.446	45.265	54.735	23.83	299	0.875	bicubic	-49.880	-48.209	+111
744	resmlp_24_224.fb_in1k	27.517	72.483	45.690	54.310	30.02	224	0.875	bicubic	-51.857	-48.856	-17
745	pit_xs_224.in1k	27.477	72.522	45.904	54.096	10.62	224	0.900	bicubic	-50.703	-48.260	+68
746	gcresnet33ts.ra2_in1k	27.401	72.599	46.161	53.839	19.88	288	1.000	bicubic	-53.199	-49.159	-111
747	regnetx_080.pycls_in1k	27.397	72.603	45.012	54.988	39.57	224	0.875	bicubic	-51.805	-49.540	-4
748	hrnet_w30.ms_in1k	27.393	72.607	46.554	53.446	37.71	224	0.875	bilinear	-50.799	-47.668	+64
749	hrnet_w32.ms_in1k	27.375	72.625	45.998	54.002	41.23	224	0.875	bilinear	-51.069	-48.190	+44
750	convnext_pico.d1_in1k	27.361	72.638	45.660	54.340	9.05	288	0.950	bicubic	-53.053	-49.390	-97
751	vit_small_patch16_384.augreg_in1k	27.332	72.668	46.118	53.882	22.20	384	1.000	bicubic	-53.784	-49.456	-166
752	resnet50s.gluon_in1k	27.328	72.672	45.208	54.792	25.68	224	0.875	bicubic	-51.390	-49.034	+23
753	res2net50_26w_8s.in1k	27.306	72.694	44.815	55.185	48.40	224	0.875	bilinear	-51.635	-49.479	+5
754	convnext_pico_ols.d1_in1k	27.301	72.699	45.644	54.356	9.06	288	1.000	bicubic	-53.163	-49.602	-107
755	densenet201.tv_in1k	27.271	72.729	46.210	53.790	20.01	224	0.875	bicubic	-50.015	-47.270	+107
756	resnet33ts.ra2_in1k	27.257	72.743	45.183	54.817	19.68	288	1.000	bicubic	-52.469	-49.645	-55
757	ecaresnet50t.a2_in1k	27.246	72.754	44.047	55.953	25.57	288	1.000	bicubic	-54.412	-51.505	-229
758	regnety_064.pycls_in1k	27.232	72.768	44.868	55.132	30.58	224	0.875	bicubic	-52.482	-49.898	-56
759	efficientnet_b1_pruned.in1k	27.196	72.804	45.863	54.137	6.33	240	0.882	bicubic	-51.046	-48.029	+51
760	tf_efficientnetv2_b2.in1k	27.167	72.833	44.572	55.428	10.10	260	0.890	bicubic	-53.027	-50.471	-87
761	vit_base_patch32_224.augreg_in1k	27.140	72.861	45.175	54.825	88.22	224	0.900	bicubic	-47.755	-46.603	+167
762	seresnet50.a1_in1k	27.124	72.876	43.563	56.437	28.09	288	1.000	bicubic	-53.978	-51.767	-174
763	resnet50d.a2_in1k	27.118	72.882	43.817	56.183	25.58	288	1.000	bicubic	-54.046	-51.267	-183
764	resnetrs50.tf_in1k	27.098	72.902	45.025	54.975	35.69	224	0.910	bicubic	-52.798	-49.947	-78
765	rexnet_130.nav_in1k	27.077	72.923	45.957	54.043	7.56	224	0.875	bicubic	-52.427	-48.721	-48
766	gmixer_24_224.ra3_in1k	27.031	72.969	44.353	55.647	24.72	224	0.875	bicubic	-50.995	-49.315	+57
767	dla102x.in1k	27.026	72.975	45.503	54.497	26.31	224	0.875	bilinear	-51.473	-48.733	+19
768	resnet101.tv_in1k	26.966	73.034	45.234	54.766	44.55	224	0.875	bilinear	-50.410	-48.308	+88
769	regnetx_120.pycls_in1k	26.866	73.134	44.684	55.316	46.11	224	0.875	bicubic	-52.722	-50.059	-56
770	resnet32ts.ra2_in1k	26.851	73.149	45.045	54.955	17.96	288	1.000	bicubic	-52.541	-49.607	-45
771	rexnet_100.nav_in1k	26.839	73.161	45.377	54.623	4.80	224	0.875	bicubic	-51.023	-48.267	+63
772	legacy_seresnext101_32x4d.in1k	26.823	73.177	43.507	56.493	48.96	224	0.875	bilinear	-53.407	-51.519	-101
773	densenet169.tv_in1k	26.819	73.181	45.381	54.619	14.15	224	0.875	bicubic	-49.081	-47.647	+134
774	tinynet_a.in1k	26.813	73.187	45.082	54.918	6.19	192	0.875	bicubic	-50.845	-48.458	+68
775	regnetx_064.pycls_in1k	26.799	73.201	44.915	55.085	26.21	224	0.875	bicubic	-52.267	-49.543	-22
776	regnety_120.pycls_in1k	26.784	73.216	44.442	55.558	51.82	224	0.875	bicubic	-53.602	-50.686	-122
777	regnetx_032.pycls_in1k	26.717	73.283	45.230	54.770	15.30	224	0.875	bicubic	-51.451	-48.852	+37
778	res2net101d.in1k	26.711	73.289	44.336	55.664	45.23	224	0.875	bilinear	-54.513	-51.016	-206
779	resnext50_32x4d.a2_in1k	26.682	73.318	42.768	57.232	25.03	288	1.000	bicubic	-54.622	-52.328	-212
780	legacy_seresnet152.in1k	26.670	73.330	43.953	56.047	66.82	224	0.875	bilinear	-51.990	-50.418	+1
781	efficientnet_es.ra_in1k	26.623	73.377	45.096	54.904	5.44	224	0.875	bicubic	-51.431	-48.828	+40
782	res2net50_26w_6s.in1k	26.589	73.411	44.004	55.996	37.05	224	0.875	bilinear	-51.979	-50.118	+1
783	repvgg_b1g4.rvgg_in1k	26.579	73.421	45.100	54.900	39.97	224	0.875	bilinear	-51.003	-48.736	+64
784	dla60x.in1k	26.578	73.422	45.031	54.969	17.35	224	0.875	bilinear	-51.662	-49.003	+27
785	coat_lite_tiny.in1k	26.517	73.484	44.646	55.354	5.72	224	0.900	bicubic	-51.003	-49.276	+64
786	regnety_080.pycls_in1k	26.515	73.485	44.355	55.645	39.18	224	0.875	bicubic	-53.353	-50.477	-98
787	mobilenetv3_large_100.miil_in21k_ft_in1k	26.499	73.501	44.497	55.503	5.48	224	0.875	bilinear	-51.419	-49.269	+45
788	tf_efficientnet_b0.aa_in1k	26.479	73.521	45.641	54.359	5.29	224	0.875	bicubic	-50.355	-47.579	+95
789	res2net50_14w_8s.in1k	26.477	73.523	44.371	55.629	25.06	224	0.875	bilinear	-51.681	-49.475	+27
790	tf_efficientnet_b2.in1k	26.462	73.538	44.788	55.212	9.11	260	0.890	bicubic	-53.142	-49.926	-79
791	resnet50.gluon_in1k	26.426	73.574	44.037	55.963	25.56	224	0.875	bicubic	-51.154	-49.681	+57
792	ecaresnet50t.a3_in1k	26.416	73.584	43.508	56.492	25.57	224	0.950	bicubic	-53.136	-51.186	-77
793	tf_efficientnet_el.in1k	26.355	73.645	44.175	55.825	10.59	300	0.904	bicubic	-53.897	-50.943	-126
794	levit_conv_128.fb_dist_in1k	26.330	73.670	44.120	55.880	9.21	224	0.900	bicubic	-52.164	-49.888	-7
795	levit_128.fb_dist_in1k	26.328	73.672	44.116	55.884	9.21	224	0.900	bicubic	-52.162	-49.896	-6
796	lambda_resnet26t.c1_in1k	26.326	73.674	44.430	55.570	10.96	256	0.940	bicubic	-52.762	-50.160	-46
797	resmlp_big_24_224.fb_in1k	26.318	73.682	43.554	56.446	129.14	224	0.875	bicubic	-54.718	-51.464	-203
798	resmlp_12_224.fb_distilled_in1k	26.316	73.684	44.874	55.126	15.35	224	0.875	bicubic	-51.638	-48.686	+31
799	visformer_tiny.in1k	26.255	73.745	44.184	55.816	10.32	224	0.900	bicubic	-51.907	-49.980	+16
800	regnetx_040.pycls_in1k	26.241	73.759	44.424	55.576	22.12	224	0.875	bicubic	-52.251	-49.818	-12
801	mobilevitv2_150.cvnets_in1k	26.178	73.822	43.762	56.238	10.59	256	0.888	bicubic	-54.192	-51.312	-146
802	crossvit_9_dagger_240.in1k	26.173	73.827	44.544	55.456	8.78	240	0.875	bicubic	-50.807	-49.076	+75
803	vit_small_patch32_224.augreg_in21k_ft_in1k	26.165	73.835	45.106	54.894	22.88	224	0.900	bicubic	-49.829	-47.692	+99
804	seresnet50.a2_in1k	26.165	73.835	42.675	57.325	28.09	288	1.000	bicubic	-54.941	-52.547	-217
805	densenetblur121d.ra_in1k	26.135	73.865	45.039	54.961	8.00	288	0.950	bicubic	-51.185	-48.751	+53
806	resnet50.a2_in1k	26.094	73.906	42.583	57.417	25.56	288	1.000	bicubic	-54.678	-52.405	-186
807	resnet50d.a3_in1k	26.090	73.910	42.976	57.024	25.58	224	0.950	bicubic	-52.632	-51.260	-33
808	resnet34.a2_in1k	26.084	73.916	43.108	56.892	21.80	288	1.000	bicubic	-51.074	-50.166	+61
809	resnext50_32x4d.a3_in1k	26.082	73.918	42.946	57.054	25.03	224	0.950	bicubic	-53.186	-51.360	-71
810	efficientnet_b1.ft_in1k	26.055	73.945	44.080	55.920	7.79	256	1.000	bicubic	-52.745	-50.262	-41
811	convnextv2_femto.fcmae_ft_in1k	26.037	73.963	44.302	55.698	5.23	288	0.950	bicubic	-53.301	-50.258	-81
812	lambda_resnet26rpt_256.c1_in1k	26.033	73.967	44.190	55.810	10.99	256	0.940	bicubic	-52.935	-50.248	-56
813	mobilevitv2_125.cvnets_in1k	26.021	73.979	43.668	56.332	7.48	256	0.888	bicubic	-53.659	-51.190	-106
814	dpn68.mx_in1k	26.006	73.994	44.084	55.916	12.61	224	0.875	bicubic	-50.340	-48.924	+84
815	hrnet_w18.ms_in1k	25.978	74.022	44.807	55.193	21.30	224	0.875	bilinear	-50.774	-48.637	+69
816	hardcorenas_f.miil_green_in1k	25.939	74.061	44.208	55.792	8.20	224	0.875	bilinear	-52.159	-49.598	+3
817	vit_small_patch16_224.augreg_in1k	25.939	74.061	43.964	56.036	22.05	224	0.900	bicubic	-52.907	-50.324	-53
818	regnety_040.pycls_in1k	25.907	74.093	43.858	56.142	20.65	224	0.875	bicubic	-53.325	-50.798	-76
819	regnetx_016.tv2_in1k	25.878	74.122	43.353	56.647	9.19	224	0.965	bicubic	-53.558	-51.415	-95
820	res2net50_26w_4s.in1k	25.876	74.124	43.163	56.837	25.70	224	0.875	bilinear	-52.074	-50.689	+10
821	resnext50d_32x4d.bt_in1k	25.876	74.124	42.956	57.044	25.05	288	0.950	bicubic	-54.788	-52.464	-190
822	tresnet_m.miil_in1k_448	25.860	74.140	42.868	57.132	31.39	448	0.875	bilinear	-55.848	-52.706	-298
823	coat_tiny.in1k	25.858	74.142	43.275	56.725	5.50	224	0.900	bicubic	-52.568	-50.773	-27
824	densenet121.ra_in1k	25.821	74.179	44.860	55.140	7.98	288	0.950	bicubic	-50.679	-48.508	+70
825	hardcorenas_c.miil_green_in1k	25.819	74.181	44.778	55.222	5.52	224	0.875	bilinear	-51.239	-48.390	+48
826	resnet50c.gluon_in1k	25.791	74.209	43.021	56.979	25.58	224	0.875	bicubic	-52.221	-50.967	-1
827	halonet26t.a1h_in1k	25.776	74.224	43.220	56.780	12.48	256	0.950	bicubic	-53.330	-51.086	-79
828	SelecSls60.in1k	25.725	74.275	44.072	55.928	30.67	224	0.875	bicubic	-52.259	-49.760	0
829	hardcorenas_e.miil_green_in1k	25.662	74.338	43.422	56.578	8.07	224	0.875	bilinear	-52.122	-50.276	+9
830	poolformer_s12.sail_in1k	25.650	74.350	44.157	55.843	11.92	224	0.900	bicubic	-51.584	-49.375	+34
831	dla60_res2net.in1k	25.650	74.350	43.593	56.407	20.85	224	0.875	bilinear	-52.812	-50.609	-38
832	dla60_res2next.in1k	25.648	74.352	43.679	56.321	17.03	224	0.875	bilinear	-52.786	-50.465	-37
833	ecaresnet26t.ra2_in1k	25.538	74.462	43.660	56.340	16.01	320	0.950	bicubic	-54.312	-51.430	-143
834	resmlp_12_224.fb_in1k	25.528	74.472	44.330	55.670	15.35	224	0.875	bicubic	-51.120	-48.848	+51
835	tf_efficientnet_lite1.in1k	25.512	74.488	43.579	56.421	5.42	240	0.882	bicubic	-51.132	-49.651	+50
836	mixnet_l.ft_in1k	25.512	74.488	43.475	56.525	7.33	224	0.875	bicubic	-53.454	-50.705	-78
837	convnext_femto.d1_in1k	25.510	74.490	43.672	56.328	5.22	288	0.950	bicubic	-53.206	-50.759	-61
838	res2net50d.in1k	25.495	74.505	43.041	56.959	25.72	224	0.875	bilinear	-54.759	-51.995	-172
839	cs3darknet_focus_m.c2ns_in1k	25.493	74.507	43.762	56.238	9.30	288	0.950	bicubic	-51.791	-50.204	+24
840	resnext50_32x4d.tv_in1k	25.467	74.533	42.787	57.213	25.03	224	0.875	bilinear	-52.151	-50.909	+5
841	bat_resnext26ts.ch_in1k	25.455	74.545	43.194	56.806	10.73	256	0.900	bicubic	-52.797	-50.904	-33
842	botnet26t_256.c1_in1k	25.451	74.549	42.660	57.340	12.49	256	0.950	bicubic	-53.805	-51.875	-103
843	eca_halonext26ts.c1_in1k	25.442	74.558	43.182	56.818	10.76	256	0.940	bicubic	-54.044	-51.418	-125
844	repvgg_a2.rvgg_in1k	25.434	74.566	43.947	56.053	28.21	224	0.875	bilinear	-51.024	-49.055	+52
845	tf_mixnet_l.in1k	25.412	74.588	42.534	57.466	7.33	224	0.875	bicubic	-53.364	-51.468	-74
846	hardcorenas_b.miil_green_in1k	25.402	74.598	44.182	55.818	5.18	224	0.875	bilinear	-51.134	-48.578	+43
847	regnety_008_tv.tv2_in1k	25.395	74.606	43.430	56.570	6.43	224	0.965	bicubic	-53.280	-50.956	-68
848	res2next50.in1k	25.392	74.608	42.492	57.508	24.67	224	0.875	bilinear	-52.850	-51.343	-39
849	convnext_femto_ols.d1_in1k	25.387	74.613	43.137	56.863	5.23	288	0.950	bicubic	-53.537	-51.389	-89
850	efficientformerv2_s0.snap_dist_in1k	25.363	74.637	43.921	56.079	3.60	224	0.950	bicubic	-50.755	-48.939	+52
851	SelecSls60b.in1k	25.326	74.674	43.554	56.446	32.77	224	0.875	bicubic	-53.088	-50.480	-53
852	resnetv2_50x1_bit.goog_in21k_ft_in1k	25.322	74.678	45.350	54.650	25.55	448	1.000	bilinear	-55.018	-50.330	-197
853	hardcorenas_d.miil_green_in1k	25.322	74.678	43.141	56.859	7.50	224	0.875	bilinear	-52.118	-50.349	+1
854	legacy_seresnet101.in1k	25.322	74.678	42.831	57.169	49.33	224	0.875	bilinear	-53.064	-51.431	-53
855	regnety_032.pycls_in1k	25.316	74.684	42.909	57.091	19.44	224	0.875	bicubic	-53.560	-51.499	-92
856	wide_resnet50_2.tv_in1k	25.310	74.690	42.176	57.824	68.88	224	0.875	bilinear	-53.170	-51.910	-65
857	dla102.in1k	25.302	74.698	43.840	56.160	33.27	224	0.875	bilinear	-52.720	-50.092	-33
858	resnest14d.gluon_in1k	25.279	74.722	44.104	55.896	10.61	224	0.875	bilinear	-50.232	-48.400	+57
859	legacy_seresnext50_32x4d.in1k	25.212	74.788	41.944	58.056	27.56	224	0.875	bilinear	-53.864	-52.488	-107
860	mixer_b16_224.goog_in21k_ft_in1k	25.111	74.888	41.225	58.775	59.88	224	0.875	bicubic	-51.491	-50.999	+27
861	res2net50_48w_2s.in1k	25.025	74.975	42.206	57.794	25.29	224	0.875	bilinear	-52.489	-51.346	-10
862	efficientnet_b0.ra_in1k	25.015	74.985	42.797	57.203	5.29	224	0.875	bicubic	-52.679	-50.735	-21
863	resnet50.a3_in1k	25.002	74.999	41.891	58.109	25.56	224	0.950	bicubic	-53.047	-51.889	-41
864	resnet34.gluon_in1k	24.942	75.058	42.239	57.761	21.80	224	0.875	bicubic	-49.636	-49.745	+72
865	dla60.in1k	24.941	75.059	43.294	56.706	22.04	224	0.875	bilinear	-52.105	-50.024	+9
866	mobilenetv2_120d.ra_in1k	24.915	75.085	43.051	56.949	5.83	224	0.875	bicubic	-52.387	-50.453	-6
867	convnextv2_atto.fcmae_ft_in1k	24.890	75.111	42.469	57.531	3.71	288	0.950	bicubic	-52.871	-51.257	-28
868	eca_botnext26ts_256.c1_in1k	24.868	75.132	42.943	57.057	10.59	256	0.950	bicubic	-54.400	-51.663	-131
869	resnet34.bt_in1k	24.828	75.171	42.080	57.920	21.80	288	0.950	bicubic	-51.652	-51.274	+26
870	regnety_016.pycls_in1k	24.827	75.173	42.612	57.388	11.20	224	0.875	bicubic	-53.035	-51.106	-35
871	xcit_nano_12_p8_224.fb_dist_in1k	24.801	75.199	43.072	56.928	3.05	224	1.000	bicubic	-51.531	-50.022	+28
872	seresnet50.a3_in1k	24.793	75.207	42.101	57.899	28.09	224	0.950	bicubic	-52.235	-50.973	+3
873	pit_ti_distilled_224.in1k	24.715	75.285	43.227	56.773	5.10	224	0.900	bicubic	-49.539	-48.727	+65
874	cs3darknet_m.c2ns_in1k	24.626	75.374	42.970	57.030	9.31	288	0.950	bicubic	-53.008	-51.046	-30
875	eca_resnext26ts.ch_in1k	24.561	75.439	42.534	57.466	10.30	288	1.000	bicubic	-53.439	-51.392	-48
876	resnet50.bt_in1k	24.559	75.441	41.445	58.555	25.56	288	0.950	bicubic	-55.081	-53.447	-166
877	mobilevitv2_100.cvnets_in1k	24.553	75.447	42.921	57.079	4.90	256	0.888	bicubic	-53.523	-51.249	-57
878	tf_efficientnet_lite2.in1k	24.534	75.466	42.292	57.708	6.09	260	0.890	bicubic	-52.930	-51.458	-26
879	seresnext26ts.ch_in1k	24.506	75.494	42.665	57.335	10.39	288	1.000	bicubic	-53.766	-51.429	-72
880	skresnet18.ra_in1k	24.497	75.504	42.534	57.466	11.96	224	0.875	bicubic	-48.541	-48.638	+74
881	regnetx_016.pycls_in1k	24.477	75.523	42.490	57.510	9.19	224	0.875	bicubic	-52.447	-50.925	-1
882	tf_efficientnet_lite0.in1k	24.375	75.625	42.508	57.492	4.65	224	0.875	bicubic	-50.455	-49.664	+47
883	hardcorenas_a.miil_green_in1k	24.365	75.635	43.306	56.694	5.26	224	0.875	bilinear	-51.565	-49.204	+23
884	hrnet_w18.ms_aug_in1k	24.333	75.667	42.888	57.112	21.30	224	0.950	bilinear	-53.793	-51.165	-67
885	gcresnext26ts.ch_in1k	24.153	75.847	41.306	58.694	10.48	288	1.000	bicubic	-54.261	-52.864	-86
886	resnet50.tv_in1k	24.090	75.910	41.323	58.677	25.56	224	0.875	bilinear	-52.040	-51.535	+15
887	tf_efficientnet_b1.in1k	24.070	75.930	41.512	58.488	7.79	240	0.882	bicubic	-54.490	-52.582	-103
888	levit_128s.fb_dist_in1k	24.060	75.940	41.001	58.999	7.78	224	0.900	bicubic	-52.466	-51.871	+3
889	levit_conv_128s.fb_dist_in1k	24.052	75.948	41.003	58.997	7.78	224	0.900	bicubic	-52.468	-51.983	+4
890	legacy_seresnet34.in1k	24.023	75.977	41.903	58.097	21.96	224	0.875	bilinear	-50.785	-50.223	+40
891	xcit_nano_12_p16_384.fb_dist_in1k	24.005	75.995	42.306	57.694	3.05	384	1.000	bicubic	-51.453	-50.390	+26
892	xcit_nano_12_p8_384.fb_dist_in1k	23.956	76.044	41.954	58.046	3.05	384	1.000	bicubic	-53.864	-52.086	-55
893	efficientnet_lite0.ra_in1k	23.909	76.091	42.115	57.885	4.65	224	0.875	bicubic	-51.571	-50.407	+23
894	densenet121.tv_in1k	23.840	76.160	41.928	58.072	7.98	224	0.875	bicubic	-50.924	-50.225	+37
895	efficientnet_es_pruned.in1k	23.820	76.180	41.993	58.007	5.44	224	0.875	bicubic	-51.194	-50.453	+31
896	regnetx_008.tv2_in1k	23.779	76.221	40.689	59.311	7.26	224	0.965	bicubic	-53.525	-52.977	-37
897	mixnet_m.ft_in1k	23.716	76.284	41.148	58.852	5.01	224	0.875	bicubic	-53.542	-52.270	-33
898	resnet26t.ra2_in1k	23.712	76.288	41.319	58.681	16.01	320	1.000	bicubic	-54.620	-52.805	-94
899	mobilenetv2_140.ra_in1k	23.701	76.299	41.475	58.525	6.11	224	0.875	bicubic	-52.819	-51.391	-7
900	dla34.in1k	23.685	76.315	41.549	58.451	15.74	224	0.875	bilinear	-50.953	-50.515	+33
901	legacy_seresnet50.in1k	23.640	76.360	40.079	59.921	28.09	224	0.875	bilinear	-54.004	-53.679	-58
902	convnext_atto.d2_in1k	23.589	76.411	41.087	58.913	3.70	288	0.950	bicubic	-53.419	-52.614	-26
903	resnext26ts.ra2_in1k	23.589	76.411	40.891	59.109	10.30	288	1.000	bicubic	-53.585	-52.573	-36
904	tf_mixnet_m.in1k	23.484	76.516	40.997	59.003	5.01	224	0.875	bicubic	-53.470	-52.157	-26
905	resnet34.tv_in1k	23.475	76.525	41.361	58.639	21.80	224	0.875	bilinear
906	SelecSls42b.in1k	23.369	76.632	40.665	59.335	32.46	224	0.875	bicubic	-53.802	-52.727	-39
907	tf_efficientnet_em.in1k	23.369	76.632	40.398	59.602	6.90	240	0.882	bicubic	-54.754	-53.648	-90
908	resnet34.a3_in1k	23.369	76.632	40.072	59.928	21.80	224	0.950	bicubic	-49.602	-51.037	+51
909	repvgg_b0.rvgg_in1k	23.319	76.681	41.164	58.836	15.82	224	0.875	bilinear	-51.823	-51.252	+12
910	regnety_004.tv2_in1k	23.282	76.718	40.993	59.007	4.34	224	0.965	bicubic	-52.316	-51.703	+3
911	xcit_nano_12_p16_224.fb_dist_in1k	23.260	76.740	41.368	58.632	3.05	224	1.000	bicubic	-49.050	-49.492	+53
912	convnext_atto_ols.a2_in1k	23.129	76.871	40.881	59.119	3.70	288	0.950	bicubic	-54.087	-52.795	-46
913	mobilenetv2_110d.ra_in1k	23.078	76.922	40.757	59.243	4.52	224	0.875	bicubic	-51.978	-51.429	+11
914	resnet18.a1_in1k	23.058	76.942	39.551	60.449	11.69	288	1.000	bicubic	-50.100	-51.475	+38
915	vit_base_patch32_224.sam_in1k	23.046	76.954	39.565	60.435	88.22	224	0.900	bicubic	-50.648	-51.449	+32
916	tinynet_b.in1k	23.021	76.979	40.974	59.026	3.73	188	0.875	bicubic	-51.957	-51.213	+11
917	resnet18d.ra2_in1k	23.005	76.995	41.197	58.803	11.71	288	0.950	bicubic	-50.789	-50.640	+29
918	deit_tiny_distilled_patch16_224.fb_in1k	22.728	77.272	40.775	59.225	5.91	224	0.900	bicubic	-51.772	-51.117	+19
919	mobilenetv3_large_100.ra_in1k	22.659	77.341	40.767	59.233	5.48	224	0.875	bicubic	-53.107	-51.771	-11
920	mobilenetv3_rw.rmsp_in1k	22.630	77.370	40.362	59.638	5.48	224	0.875	bicubic	-52.990	-52.342	-9
921	edgenext_x_small.in1k	22.590	77.410	39.500	60.500	2.34	288	1.000	bicubic	-53.098	-53.266	-12
922	tf_mobilenetv3_large_100.in1k	22.579	77.421	39.773	60.227	5.48	224	0.875	bilinear	-52.937	-52.821	-8
923	tf_efficientnet_b0.in1k	22.563	77.437	39.570	60.430	5.29	224	0.875	bicubic	-53.969	-53.438	-33
924	mobilevit_s.cvnets_in1k	22.484	77.516	38.649	61.351	5.58	256	0.900	bicubic	-55.828	-55.495	-118
925	xcit_nano_12_p8_224.fb_in1k	22.408	77.592	40.628	59.372	3.05	224	1.000	bicubic	-51.508	-51.542	+19
926	tf_efficientnet_es.in1k	22.406	77.594	39.089	60.911	5.44	224	0.875	bicubic	-54.194	-54.113	-38
927	hrnet_w18_small_v2.ms_in1k	22.341	77.659	39.863	60.137	15.60	224	0.875	bilinear	-52.773	-52.551	-4
928	convit_tiny.fb_in1k	22.268	77.732	39.675	60.325	5.71	224	0.875	bicubic	-50.844	-52.037	+25
929	regnetx_004_tv.tv2_in1k	22.207	77.793	39.111	60.889	5.50	224	0.965	bicubic	-52.389	-53.067	+6
930	regnety_008.pycls_in1k	22.115	77.885	38.902	61.098	6.26	224	0.875	bicubic	-54.187	-54.158	-30
931	ese_vovnet19b_dw.ra_in1k	22.072	77.928	39.456	60.544	6.54	288	0.950	bicubic	-55.672	-54.331	-91
932	regnety_006.pycls_in1k	21.975	78.025	38.961	61.039	6.06	224	0.875	bicubic	-53.295	-53.565	-12
933	vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k	21.948	78.052	39.407	60.593	6.36	384	1.000	bicubic	-54.014	-53.857	-29
934	regnetx_008.pycls_in1k	21.948	78.052	38.932	61.068	7.26	224	0.875	bicubic	-53.082	-53.406	-8
935	semnasnet_100.rmsp_in1k	21.887	78.113	38.600	61.400	3.89	224	0.875	bicubic	-53.563	-53.994	-16
936	pit_ti_224.in1k	21.877	78.123	39.527	60.473	4.85	224	0.900	bicubic	-51.033	-51.873	+22
937	pvt_v2_b0.in1k	21.836	78.164	40.152	59.848	3.67	224	0.900	bicubic	-48.824	-50.044	+40
938	regnetx_006.pycls_in1k	21.747	78.253	38.914	61.086	6.20	224	0.875	bicubic	-52.121	-52.764	+7
939	vit_tiny_patch16_384.augreg_in21k_ft_in1k	21.718	78.282	39.327	60.673	5.79	384	1.000	bicubic	-56.706	-55.213	-142
940	crossvit_9_240.in1k	21.694	78.306	39.258	60.742	8.55	240	0.875	bicubic	-52.264	-52.710	+3
941	vgg19_bn.tv_in1k	21.623	78.376	39.276	60.724	143.68	224	0.875	bilinear	-52.592	-52.568	-3
942	ghostnet_100.in1k	21.623	78.376	38.708	61.292	5.18	224	0.875	bilinear	-52.358	-52.758	+1
943	semnasnet_075.rmsp_in1k	21.576	78.424	38.924	61.076	2.91	224	0.875	bicubic	-51.416	-52.214	+12
944	resnet18.gluon_in1k	21.547	78.453	38.873	61.127	11.69	224	0.875	bicubic	-49.291	-50.881	+32
945	mobilevitv2_075.cvnets_in1k	21.535	78.465	38.631	61.369	2.87	256	0.888	bicubic	-54.073	-54.113	-33
946	fbnetc_100.rmsp_in1k	21.500	78.500	38.181	61.819	5.57	224	0.875	bilinear	-53.630	-54.207	-24
947	xcit_nano_12_p16_224.fb_in1k	21.437	78.563	39.791	60.209	3.05	224	1.000	bicubic	-48.525	-49.971	+34
948	mnasnet_100.rmsp_in1k	21.346	78.653	37.709	62.291	4.38	224	0.875	bicubic	-53.304	-54.414	-16
949	resnet18.fb_ssl_yfcc100m_ft_in1k	21.290	78.710	39.099	60.901	11.69	224	0.875	bilinear	-51.304	-52.319	+9
950	lcnet_100.ra2_in1k	21.290	78.710	38.873	61.127	2.95	224	0.875	bicubic	-50.806	-51.489	+19
951	mixnet_s.ft_in1k	21.278	78.722	38.199	61.801	4.13	224	0.875	bicubic	-54.716	-55.071	-47
952	legacy_seresnext26_32x4d.in1k	21.087	78.913	37.635	62.365	16.79	224	0.875	bicubic	-56.021	-55.679	-81
953	crossvit_tiny_240.in1k	21.052	78.948	38.067	61.933	7.01	240	0.875	bicubic	-52.284	-53.841	-3
954	resnet18.a2_in1k	20.944	79.056	36.851	63.149	11.69	288	1.000	bicubic	-51.428	-53.745	+8
955	regnetx_004.pycls_in1k	20.889	79.111	37.533	62.467	5.16	224	0.875	bicubic	-51.509	-53.295	+5
956	spnasnet_100.rmsp_in1k	20.871	79.129	37.890	62.110	4.42	224	0.875	bilinear	-53.215	-53.930	-16
957	legacy_seresnet18.in1k	20.847	79.153	37.639	62.361	11.78	224	0.875	bicubic	-50.919	-52.693	+15
958	seresnext26t_32x4d.bt_in1k	20.847	79.153	36.344	63.656	16.81	288	0.950	bicubic	-57.897	-57.968	-185
959	mobilenetv2_100.ra_in1k	20.757	79.243	37.764	62.236	3.50	224	0.875	bicubic	-52.219	-53.246	-3
960	tf_mixnet_s.in1k	20.476	79.524	36.627	63.373	4.13	224	0.875	bicubic	-55.176	-56.009	-50
961	vit_tiny_patch16_224.augreg_in21k_ft_in1k	20.458	79.542	37.601	62.399	5.72	224	0.900	bicubic	-54.996	-55.243	-43
962	regnety_004.pycls_in1k	20.413	79.587	37.014	62.986	4.34	224	0.875	bicubic	-53.615	-54.736	-21
963	tf_mobilenetv3_large_075.in1k	20.372	79.628	36.784	63.216	3.99	224	0.875	bilinear	-53.060	-54.568	-15
964	hrnet_w18_small.ms_in1k	20.364	79.636	37.090	62.910	13.19	224	0.875	bilinear	-51.974	-53.587	-1
965	resnet26d.bt_in1k	20.266	79.734	36.348	63.652	16.01	288	0.950	bicubic	-57.142	-57.290	-110
966	resnet18.tv_in1k	20.230	79.770	37.260	62.740	11.69	224	0.875	bilinear	-49.530	-51.810	+17
967	mixer_l16_224.goog_in21k_ft_in1k	20.175	79.825	32.938	67.062	208.20	224	0.875	bicubic	-51.879	-54.736	+2
968	deit_tiny_patch16_224.fb_in1k	20.142	79.858	37.541	62.459	5.72	224	0.900	bicubic	-52.030	-53.571	-1
969	tf_mobilenetv3_large_minimal_100.in1k	20.103	79.897	36.894	63.106	3.92	224	0.875	bilinear	-52.155	-53.744	-4
970	seresnext26d_32x4d.bt_in1k	20.063	79.937	35.233	64.766	16.81	288	0.950	bicubic	-58.751	-59.006	-203
971	vgg16_bn.tv_in1k	19.945	80.055	36.314	63.686	138.37	224	0.875	bilinear	-53.425	-55.200	-22
972	resnet26.bt_in1k	19.739	80.261	35.839	64.161	16.00	288	0.950	bicubic	-56.627	-57.341	-75
973	vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k	19.334	80.666	36.059	63.941	6.34	224	0.900	bicubic	-52.464	-54.765	-2
974	tinynet_c.in1k	19.260	80.740	35.982	64.018	2.46	184	0.875	bicubic	-51.980	-53.752	+1
975	edgenext_xx_small.in1k	18.863	81.137	35.159	64.841	1.33	288	1.000	bicubic	-53.015	-55.393	-5
976	resnet18.a3_in1k	18.450	81.550	33.485	66.515	11.69	224	0.950	bicubic	-49.804	-54.691	+13
977	mobilevit_xs.cvnets_in1k	18.312	81.688	33.192	66.808	2.32	256	0.900	bicubic	-56.324	-59.154	-43
978	lcnet_075.ra2_in1k	18.128	81.872	34.371	65.629	2.36	224	0.875	bicubic	-50.654	-53.989	+8
979	vgg19.tv_in1k	17.941	82.059	33.058	66.942	143.67	224	0.875	bilinear	-54.437	-57.816	-18
980	vgg13_bn.tv_in1k	17.798	82.202	34.043	65.957	133.05	224	0.875	bilinear	-53.790	-56.335	-6
981	vgg16.tv_in1k	17.536	82.464	32.779	67.221	138.36	224	0.875	bilinear	-54.056	-57.605	-8
982	regnety_002.pycls_in1k	17.460	82.540	32.433	67.567	3.16	224	0.875	bicubic	-52.818	-57.095	-3
983	vgg11_bn.tv_in1k	17.399	82.601	33.001	66.999	132.87	224	0.875	bilinear	-52.983	-56.807	-5
984	mobilevitv2_050.cvnets_in1k	17.308	82.692	33.003	66.997	1.37	256	0.888	bicubic	-52.830	-56.917	-4
985	regnetx_002.pycls_in1k	16.953	83.047	32.241	67.759	2.68	224	0.875	bicubic	-51.793	-56.295	+2
986	mobilenetv3_small_100.lamb_in1k	16.805	83.195	32.516	67.484	2.54	224	0.875	bicubic	-50.851	-55.120	+6
987	resnet10t.c3_in1k	16.699	83.301	32.123	67.877	5.44	224	0.950	bicubic	-51.659	-55.917	+1
988	mobilenetv2_050.lamb_in1k	16.666	83.334	31.962	68.038	1.97	224	0.875	bicubic	-49.284	-54.126	+8
989	tinynet_d.in1k	16.660	83.340	32.451	67.549	2.34	152	0.875	bicubic	-50.314	-54.611	+4
990	mnasnet_small.lamb_in1k	16.638	83.362	31.909	68.091	2.03	224	0.875	bicubic	-49.558	-54.595	+4
991	dla60x_c.in1k	16.330	83.670	31.747	68.252	1.32	224	0.875	bilinear	-51.568	-56.674	0
992	tf_mobilenetv3_small_100.in1k	16.216	83.784	31.205	68.795	2.54	224	0.875	bilinear	-51.702	-56.469	-2
993	vgg13.tv_in1k	16.096	83.904	30.985	69.015	133.05	224	0.875	bilinear	-53.836	-58.265	-11
994	resnet14t.c3_in1k	15.925	84.075	30.003	69.997	10.08	224	0.950	bicubic	-56.329	-60.299	-28
995	vgg11.tv_in1k	15.723	84.278	30.451	69.549	132.86	224	0.875	bilinear	-53.300	-58.173	-11
996	mobilenetv3_small_075.lamb_in1k	14.952	85.048	29.727	70.273	2.04	224	0.875	bicubic	-50.282	-55.719	+2
997	tf_mobilenetv3_small_075.in1k	14.932	85.067	29.566	70.434	2.04	224	0.875	bilinear	-50.795	-56.560	0
998	dla46_c.in1k	14.665	85.335	29.397	70.603	1.30	224	0.875	bilinear	-50.207	-56.901	+1
999	mobilevit_xxs.cvnets_in1k	14.492	85.508	28.659	71.341	1.27	256	0.900	bicubic	-54.440	-60.283	-14
1000	dla46x_c.in1k	14.380	85.620	29.189	70.811	1.07	224	0.875	bilinear	-51.608	-57.791	-5
1001	lcnet_050.ra2_in1k	14.304	85.696	28.653	71.347	1.88	224	0.875	bicubic	-48.816	-55.733	-1
1002	tf_mobilenetv3_small_minimal_100.in1k	13.966	86.034	27.988	72.012	2.04	224	0.875	bilinear	-48.924	-56.252	-1
1003	tinynet_e.in1k	12.671	87.329	26.381	73.619	2.04	106	0.875	bicubic	-47.195	-55.383	-1
1004	mobilenetv3_small_050.lamb_in1k	11.040	88.960	23.477	76.523	1.59	224	0.875	bicubic	-46.870	-56.703	-1