pytorch-image-models/results/results-imagenet-real.csv

1	model	top1	top1_err	top5	top5_err	param_count	img_size	crop_pct	interpolation	top1_diff	top5_diff	rank_diff
2	eva02_large_patch14_448.mim_m38m_ft_in22k_in1k	91.129	8.871	98.713	1.287	305.08	448	1.000	bicubic	+1.077	-0.335	0
3	eva_giant_patch14_336.clip_ft_in1k	91.058	8.942	98.602	1.399	1,013.01	336	1.000	bicubic	+1.592	-0.224	+5
4	eva02_large_patch14_448.mim_in22k_ft_in22k_in1k	91.020	8.980	98.685	1.315	305.08	448	1.000	bicubic	+1.054	-0.327	-1
5	eva_giant_patch14_560.m30m_ft_in22k_in1k	90.969	9.031	98.672	1.328	1,014.45	560	1.000	bicubic	+1.183	-0.320	-1
6	eva02_large_patch14_448.mim_in22k_ft_in1k	90.922	9.078	98.683	1.317	305.08	448	1.000	bicubic	+1.298	-0.267	-1
7	eva_giant_patch14_336.m30m_ft_in22k_in1k	90.907	9.093	98.661	1.339	1,013.01	336	1.000	bicubic	+1.341	-0.291	0
8	eva_large_patch14_336.in22k_ft_in1k	90.903	9.098	98.785	1.215	304.53	336	1.000	bicubic	+2.233	+0.063	+6
9	eva_giant_patch14_224.clip_ft_in1k	90.900	9.100	98.680	1.319	1,012.56	224	0.900	bicubic	+2.020	+0.000	+1
10	eva02_base_patch14_448.mim_in22k_ft_in22k_in1k	90.896	9.104	98.802	1.198	87.12	448	1.000	bicubic	+2.204	+0.078	+2
11	eva02_large_patch14_448.mim_m38m_ft_in1k	90.888	9.113	98.653	1.347	305.08	448	1.000	bicubic	+1.318	-0.269	-5
12	eva_large_patch14_336.in22k_ft_in22k_in1k	90.862	9.138	98.715	1.285	304.53	336	1.000	bicubic	+1.654	-0.139	-3
13	eva02_base_patch14_448.mim_in22k_ft_in1k	90.800	9.200	98.742	1.258	87.12	448	1.000	bicubic	+2.550	+0.178	+14
14	caformer_b36.sail_in22k_ft_in1k_384	90.781	9.219	98.860	1.140	98.75	384	1.000	bicubic	+2.723	+0.278	+21
15	beit_large_patch16_512.in22k_ft_in22k_in1k	90.687	9.313	98.753	1.247	305.67	512	1.000	bicubic	+2.091	+0.097	+1
16	convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384	90.678	9.322	98.813	1.187	200.13	384	1.000	bicubic	+2.372	+0.231	+8
17	regnety_1280.swag_ft_in1k	90.659	9.341	98.819	1.181	644.81	384	1.000	bicubic	+2.429	+0.133	+12
18	convnext_xxlarge.clip_laion2b_soup_ft_in1k	90.642	9.358	98.806	1.194	846.47	256	1.000	bicubic	+2.038	+0.099	-3
19	convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384	90.633	9.367	98.755	1.245	200.13	384	1.000	bicubic	+2.785	+0.309	+24
20	volo_d5_512.sail_in1k	90.614	9.386	98.698	1.302	296.09	512	1.150	bicubic	+3.556	+0.728	+48
21	beit_large_patch16_384.in22k_ft_in22k_in1k	90.606	9.394	98.766	1.234	305.00	384	1.000	bicubic	+2.204	+0.158	-1
22	maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k	90.584	9.416	98.617	1.383	116.14	384	1.000	bicubic	+2.756	+0.245	+22
23	volo_d5_448.sail_in1k	90.580	9.420	98.685	1.315	295.91	448	1.150	bicubic	+3.628	+0.747	+52
24	tf_efficientnet_l2.ns_jft_in1k	90.561	9.439	98.775	1.226	480.31	800	0.960	bicubic	+2.209	+0.127	-2
25	maxvit_base_tf_512.in21k_ft_in1k	90.559	9.441	98.702	1.298	119.88	512	1.000	bicubic	+2.341	+0.174	+6
26	eva_large_patch14_196.in22k_ft_in22k_in1k	90.555	9.445	98.698	1.302	304.14	196	1.000	bicubic	+1.979	+0.040	-8
27	vit_large_patch14_clip_336.openai_ft_in12k_in1k	90.544	9.456	98.687	1.313	304.53	336	1.000	bicubic	+2.276	+0.161	-2
28	convnextv2_huge.fcmae_ft_in22k_in1k_512	90.542	9.458	98.710	1.290	660.29	512	1.000	bicubic	+1.684	-0.038	-17
29	convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320	90.540	9.460	98.806	1.194	200.13	320	1.000	bicubic	+2.582	+0.331	+8
30	tf_efficientnet_l2.ns_jft_in1k_475	90.537	9.463	98.710	1.290	480.31	475	0.936	bicubic	+2.303	+0.164	-2
31	eva_large_patch14_196.in22k_ft_in1k	90.533	9.467	98.772	1.228	304.14	196	1.000	bicubic	+2.599	+0.274	+7
32	volo_d4_448.sail_in1k	90.512	9.488	98.591	1.409	193.41	448	1.150	bicubic	+3.720	+0.707	+52
33	vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k	90.501	9.499	98.631	1.369	632.46	336	1.000	bicubic	+1.909	-0.031	-16
34	maxvit_xlarge_tf_512.in21k_ft_in1k	90.499	9.501	98.576	1.424	475.77	512	1.000	bicubic	+1.961	-0.068	-15
35	convnextv2_huge.fcmae_ft_in22k_in1k_384	90.497	9.503	98.695	1.304	660.29	384	1.000	bicubic	+1.827	-0.043	-22
36	convnext_xlarge.fb_in22k_ft_in1k_384	90.495	9.505	98.768	1.232	350.20	384	1.000	bicubic	+2.743	+0.212	+9
37	caformer_m36.sail_in22k_ft_in1k_384	90.458	9.542	98.668	1.332	56.20	384	1.000	bicubic	+3.008	+0.360	+18
38	convformer_b36.sail_in22k_ft_in1k_384	90.448	9.552	98.772	1.228	99.88	384	1.000	bicubic	+2.846	+0.338	+10
39	maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k	90.444	9.556	98.749	1.251	116.09	384	1.000	bicubic	+2.980	+0.375	+14
40	caformer_b36.sail_in22k_ft_in1k	90.431	9.569	98.764	1.236	98.75	224	1.000	bicubic	+3.009	+0.438	+16
41	vit_large_patch14_clip_336.laion2b_ft_in12k_in1k	90.428	9.572	98.640	1.360	304.53	336	1.000	bicubic	+2.251	+0.070	-8
42	vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k	90.418	9.582	98.644	1.356	632.05	224	1.000	bicubic	+2.162	+0.092	-16
43	swinv2_base_window12to24_192to384.ms_in22k_ft_in1k	90.407	9.593	98.734	1.266	87.92	384	1.000	bicubic	+3.311	+0.500	+23
44	vit_large_patch14_clip_224.openai_ft_in12k_in1k	90.379	9.621	98.659	1.341	304.20	224	1.000	bicubic	+2.203	+0.115	-11
45	maxvit_xlarge_tf_384.in21k_ft_in1k	90.379	9.621	98.582	1.418	475.32	384	1.000	bicubic	+2.065	+0.038	-21
46	coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k	90.377	9.623	98.648	1.351	73.88	384	1.000	bicubic	+2.995	+0.337	+12
47	beit_base_patch16_384.in22k_ft_in22k_in1k	90.367	9.633	98.725	1.275	86.74	384	1.000	bicubic	+3.567	+0.589	+35
48	convnextv2_large.fcmae_ft_in22k_in1k_384	90.367	9.633	98.663	1.337	197.96	384	1.000	bicubic	+2.169	+0.135	-16
49	maxvit_large_tf_512.in21k_ft_in1k	90.362	9.638	98.642	1.358	212.33	512	1.000	bicubic	+2.136	+0.044	-19
50	maxvit_base_tf_384.in21k_ft_in1k	90.360	9.640	98.683	1.317	119.65	384	1.000	bicubic	+2.438	+0.139	-12
51	convnextv2_base.fcmae_ft_in22k_in1k_384	90.360	9.640	98.670	1.330	88.72	384	1.000	bicubic	+2.716	+0.254	-3
52	beitv2_large_patch16_224.in1k_ft_in22k_in1k	90.354	9.646	98.587	1.413	304.43	224	0.950	bicubic	+1.960	-0.011	-31
53	vit_large_patch14_clip_336.laion2b_ft_in1k	90.332	9.668	98.597	1.403	304.53	336	1.000	bicubic	+2.476	+0.229	-12
54	convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384	90.330	9.670	98.770	1.230	88.59	384	1.000	bicubic	+3.196	+0.548	+10
55	maxvit_large_tf_384.in21k_ft_in1k	90.315	9.685	98.687	1.313	212.03	384	1.000	bicubic	+2.329	+0.119	-19
56	vit_large_patch14_clip_224.laion2b_ft_in12k_in1k	90.311	9.689	98.668	1.332	304.20	224	1.000	bicubic	+2.419	+0.258	-16
57	convnext_large_mlp.clip_laion2b_augreg_ft_in1k	90.309	9.691	98.651	1.349	200.13	256	1.000	bicubic	+2.975	+0.433	+2
58	vit_large_patch14_clip_224.openai_ft_in1k	90.309	9.691	98.640	1.360	304.20	224	1.000	bicubic	+2.457	+0.214	-16
59	caformer_s36.sail_in22k_ft_in1k_384	90.305	9.695	98.794	1.206	39.30	384	1.000	bicubic	+3.449	+0.582	+19
60	convnext_base.fb_in22k_ft_in1k_384	90.283	9.717	98.800	1.200	88.59	384	1.000	bicubic	+3.487	+0.536	+23
61	convnext_large.fb_in22k_ft_in1k_384	90.279	9.721	98.659	1.341	197.77	384	1.000	bicubic	+2.807	+0.273	-9
62	deit3_large_patch16_384.fb_in22k_ft_in1k	90.247	9.753	98.625	1.375	304.76	384	1.000	bicubic	+2.527	+0.113	-16
63	dm_nfnet_f6.dm_in1k	90.241	9.759	98.625	1.375	438.36	576	0.956	bicubic	+3.879	+0.729	+43
64	seresnextaa101d_32x8d.sw_in12k_ft_in1k_288	90.226	9.774	98.766	1.234	93.59	320	1.000	bicubic	+3.502	+0.590	+22
65	deit3_huge_patch14_224.fb_in22k_ft_in1k	90.226	9.774	98.640	1.360	632.13	224	1.000	bicubic	+3.040	+0.380	-1
66	regnety_320.swag_ft_in1k	90.219	9.781	98.764	1.236	145.05	384	1.000	bicubic	+3.383	+0.402	+14
67	vit_base_patch16_clip_384.laion2b_ft_in1k	90.213	9.787	98.704	1.296	86.86	384	1.000	bicubic	+3.593	+0.696	+22
68	vit_large_patch16_384.augreg_in21k_ft_in1k	90.213	9.787	98.661	1.339	304.72	384	1.000	bicubic	+3.129	+0.359	-1
69	convformer_m36.sail_in22k_ft_in1k_384	90.204	9.796	98.651	1.349	57.05	384	1.000	bicubic	+3.312	+0.535	+8
70	convnextv2_huge.fcmae_ft_in1k	90.204	9.796	98.548	1.452	660.29	288	1.000	bicubic	+3.624	+0.576	+22
71	tf_efficientnetv2_l.in21k_ft_in1k	90.202	9.798	98.719	1.281	118.52	480	1.000	bicubic	+3.400	+0.583	+10
72	vit_base_patch16_clip_384.openai_ft_in12k_in1k	90.200	9.800	98.651	1.349	86.86	384	0.950	bicubic	+3.176	+0.471	-2
73	convformer_b36.sail_in22k_ft_in1k	90.189	9.811	98.695	1.304	99.88	224	1.000	bicubic	+3.191	+0.523	-3
74	vit_base_patch16_clip_384.laion2b_ft_in12k_in1k	90.189	9.811	98.585	1.415	86.86	384	1.000	bicubic	+2.981	+0.550	-13
75	cait_m48_448.fb_dist_in1k	90.189	9.811	98.484	1.516	356.46	448	1.000	bicubic	+3.697	+0.732	+25
76	vit_huge_patch14_clip_224.laion2b_ft_in1k	90.181	9.819	98.544	1.456	632.05	224	1.000	bicubic	+2.593	+0.326	-27
77	volo_d3_448.sail_in1k	90.174	9.826	98.550	1.450	86.63	448	1.000	bicubic	+3.674	+0.840	+20
78	swinv2_large_window12to24_192to384.ms_in22k_ft_in1k	90.157	9.843	98.614	1.386	196.74	384	1.000	bicubic	+2.693	+0.364	-24
79	beit_large_patch16_224.in22k_ft_in22k_in1k	90.149	9.851	98.725	1.275	304.43	224	0.900	bicubic	+2.671	+0.421	-28
80	beitv2_large_patch16_224.in1k_ft_in1k	90.100	9.900	98.439	1.561	304.43	224	0.950	bicubic	+2.688	+0.205	-23
81	tf_efficientnet_b7.ns_jft_in1k	90.098	9.902	98.617	1.383	66.35	600	0.949	bicubic	+3.258	+0.523	-2
82	vit_large_patch14_clip_224.laion2b_ft_in1k	90.098	9.902	98.557	1.443	304.20	224	1.000	bicubic	+2.816	+0.311	-21
83	convnextv2_base.fcmae_ft_in22k_in1k	90.068	9.932	98.676	1.324	88.72	288	1.000	bicubic	+3.070	+0.508	-11
84	convnext_xlarge.fb_in22k_ft_in1k	90.066	9.934	98.619	1.381	350.20	288	1.000	bicubic	+2.736	+0.291	-24
85	caformer_b36.sail_in1k_384	90.063	9.937	98.514	1.486	98.75	384	1.000	bicubic	+3.655	+0.700	+18
86	cait_m36_384.fb_dist_in1k	90.051	9.949	98.495	1.505	271.22	384	1.000	bicubic	+3.991	+0.765	+39
87	convnextv2_large.fcmae_ft_in22k_in1k	90.034	9.966	98.629	1.371	197.96	288	1.000	bicubic	+2.550	+0.273	-37
88	seresnextaa101d_32x8d.sw_in12k_ft_in1k	90.029	9.971	98.685	1.315	93.59	288	1.000	bicubic	+3.545	+0.655	+11
89	tf_efficientnetv2_m.in21k_ft_in1k	90.023	9.977	98.666	1.334	54.14	480	1.000	bicubic	+4.023	+0.720	+38
90	convformer_s36.sail_in22k_ft_in1k_384	90.023	9.977	98.619	1.381	40.01	384	1.000	bicubic	+3.645	+0.635	+15
91	swin_large_patch4_window12_384.ms_in22k_ft_in1k	90.019	9.981	98.661	1.339	196.74	384	1.000	bicubic	+2.887	+0.427	-26
92	deit3_large_patch16_224.fb_in22k_ft_in1k	90.008	9.992	98.661	1.339	304.37	224	1.000	bicubic	+3.026	+0.425	-19
93	convnext_base.clip_laiona_augreg_ft_in1k_384	90.001	9.998	98.548	1.452	88.59	384	1.000	bicubic	+3.499	+0.580	+3
94	swin_base_patch4_window12_384.ms_in22k_ft_in1k	89.997	10.003	98.700	1.300	87.90	384	1.000	bicubic	+3.559	+0.634	+8
95	vit_base_patch16_384.augreg_in21k_ft_in1k	89.989	10.011	98.678	1.322	86.86	384	1.000	bicubic	+3.993	+0.676	+34
96	maxvit_base_tf_512.in1k	89.974	10.026	98.435	1.565	119.88	512	1.000	bicubic	+3.372	+0.517	-6
97	caformer_m36.sail_in1k_384	89.933	10.067	98.454	1.546	56.20	384	1.000	bicubic	+3.767	+0.634	+20
98	convnextv2_large.fcmae_ft_in1k	89.931	10.069	98.559	1.441	197.96	288	1.000	bicubic	+3.813	+0.737	+22
99	maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k	89.927	10.073	98.414	1.586	116.14	224	0.950	bicubic	+3.033	+0.400	-23
100	swinv2_large_window12to16_192to256.ms_in22k_ft_in1k	89.925	10.075	98.505	1.494	196.74	256	0.900	bicubic	+2.973	+0.400	-26
101	regnety_160.swag_ft_in1k	89.918	10.082	98.646	1.354	83.59	384	1.000	bicubic	+3.908	+0.592	+26
102	convnext_small.fb_in22k_ft_in1k_384	89.916	10.084	98.685	1.315	50.22	384	1.000	bicubic	+4.138	+0.795	+41
103	efficientnet_b5.sw_in12k_ft_in1k	89.910	10.090	98.567	1.433	30.39	448	1.000	bicubic	+4.018	+0.831	+32
104	deit3_base_patch16_384.fb_in22k_ft_in1k	89.891	10.110	98.602	1.399	86.88	384	1.000	bicubic	+3.153	+0.487	-18
105	xcit_large_24_p8_384.fb_dist_in1k	89.886	10.114	98.384	1.616	188.93	384	1.000	bicubic	+3.890	+0.694	+25
106	volo_d5_224.sail_in1k	89.880	10.120	98.490	1.510	295.46	224	0.960	bicubic	+3.810	+0.915	+18
107	convnext_large.fb_in22k_ft_in1k	89.876	10.124	98.593	1.407	197.77	288	1.000	bicubic	+2.850	+0.389	-38
108	swinv2_base_window12to16_192to256.ms_in22k_ft_in1k	89.867	10.133	98.644	1.356	87.92	256	0.900	bicubic	+3.599	+0.762	+2
109	convnext_base.fb_in22k_ft_in1k	89.858	10.142	98.691	1.309	88.59	288	1.000	bicubic	+3.584	+0.599	0
110	caformer_m36.sail_in22k_ft_in1k	89.854	10.146	98.585	1.415	56.20	224	1.000	bicubic	+3.260	+0.561	-19
111	cait_s36_384.fb_dist_in1k	89.835	10.165	98.427	1.573	68.37	384	1.000	bicubic	+4.381	+0.949	+52
112	coatnet_2_rw_224.sw_in12k_ft_in1k	89.831	10.169	98.527	1.473	73.87	224	0.950	bicubic	+3.263	+0.633	-19
113	convformer_m36.sail_in22k_ft_in1k	89.818	10.182	98.548	1.452	57.05	224	1.000	bicubic	+3.672	+0.698	+6
114	xcit_medium_24_p8_384.fb_dist_in1k	89.816	10.184	98.365	1.635	84.32	384	1.000	bicubic	+4.000	+0.773	+25
115	convnext_base.clip_laion2b_augreg_ft_in12k_in1k	89.811	10.188	98.668	1.332	88.59	256	1.000	bicubic	+3.441	+0.684	-10
116	volo_d4_224.sail_in1k	89.811	10.188	98.427	1.573	192.96	224	0.960	bicubic	+3.939	+0.955	+20
117	maxvit_large_tf_512.in1k	89.799	10.201	98.330	1.670	212.33	512	1.000	bicubic	+3.273	+0.450	-23
118	vit_large_r50_s32_384.augreg_in21k_ft_in1k	89.792	10.208	98.520	1.480	329.09	384	1.000	bicubic	+3.610	+0.598	-3
119	volo_d2_384.sail_in1k	89.788	10.212	98.403	1.597	58.87	384	1.000	bicubic	+3.746	+0.829	+7
120	swin_large_patch4_window7_224.ms_in22k_ft_in1k	89.786	10.214	98.640	1.360	196.53	224	0.900	bicubic	+3.474	+0.738	-13
121	tf_efficientnet_b6.ns_jft_in1k	89.782	10.218	98.508	1.492	43.04	528	0.942	bicubic	+3.326	+0.624	-20
122	coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k	89.775	10.225	98.469	1.531	73.88	224	0.950	bicubic	+3.271	+0.575	-27
123	tf_efficientnetv2_xl.in21k_ft_in1k	89.771	10.229	98.288	1.712	208.12	512	1.000	bicubic	+3.023	+0.274	-38
124	maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k	89.752	10.248	98.484	1.516	116.09	224	0.950	bicubic	+3.110	+0.464	-36
125	beitv2_base_patch16_224.in1k_ft_in22k_in1k	89.743	10.257	98.585	1.415	86.53	224	0.900	bicubic	+3.269	+0.532	-25
126	dm_nfnet_f5.dm_in1k	89.741	10.259	98.441	1.559	377.21	544	0.954	bicubic	+3.643	+0.753	-5
127	dm_nfnet_f4.dm_in1k	89.737	10.263	98.409	1.591	316.07	512	0.951	bicubic	+3.901	+0.745	+10
128	xcit_small_24_p8_384.fb_dist_in1k	89.735	10.265	98.420	1.580	47.63	384	1.000	bicubic	+4.181	+0.850	+28
129	regnety_160.lion_in12k_ft_in1k	89.724	10.276	98.608	1.392	83.59	288	1.000	bicubic	+3.738	+0.772	+2
130	caformer_s18.sail_in22k_ft_in1k_384	89.720	10.280	98.580	1.420	26.34	384	1.000	bicubic	+4.306	+0.878	+36
131	vit_base_patch8_224.augreg2_in21k_ft_in1k	89.718	10.283	98.510	1.490	86.58	224	0.900	bicubic	+3.499	+0.678	-20
132	convformer_m36.sail_in1k_384	89.718	10.283	98.435	1.565	57.05	384	1.000	bicubic	+4.138	+0.893	+24
133	vit_base_patch16_clip_384.openai_ft_in1k	89.707	10.293	98.508	1.492	86.86	384	1.000	bicubic	+3.503	+0.634	-20
134	caformer_s36.sail_in22k_ft_in1k	89.701	10.300	98.638	1.362	39.30	224	1.000	bicubic	+3.909	+0.814	+8
135	volo_d1_384.sail_in1k	89.698	10.302	98.290	1.710	26.78	384	1.000	bicubic	+4.454	+1.096	+45
136	deit3_large_patch16_384.fb_in1k	89.688	10.312	98.390	1.610	304.76	384	1.000	bicubic	+3.876	+0.792	+4
137	caformer_s36.sail_in1k_384	89.679	10.321	98.324	1.676	39.30	384	1.000	bicubic	+3.939	+0.652	+10
138	xcit_large_24_p16_384.fb_dist_in1k	89.662	10.338	98.403	1.597	189.10	384	1.000	bicubic	+3.908	+0.865	+7
139	convformer_b36.sail_in1k_384	89.658	10.342	98.379	1.621	99.88	384	1.000	bicubic	+3.916	+0.855	+7
140	tf_efficientnet_b5.ns_jft_in1k	89.651	10.349	98.482	1.518	30.39	456	0.934	bicubic	+3.563	+0.728	-18
141	dm_nfnet_f3.dm_in1k	89.647	10.353	98.463	1.537	254.92	416	0.940	bicubic	+3.961	+0.893	+9
142	convnext_base.clip_laion2b_augreg_ft_in1k	89.645	10.355	98.463	1.537	88.59	256	1.000	bicubic	+3.487	+0.783	-24
143	regnety_2560.seer_ft_in1k	89.632	10.368	98.399	1.601	1,282.60	384	1.000	bicubic	+4.480	+0.963	+47
144	convnext_small.in12k_ft_in1k_384	89.598	10.402	98.480	1.520	50.22	384	1.000	bicubic	+3.416	+0.558	-30
145	maxvit_base_tf_384.in1k	89.589	10.411	98.320	1.680	119.65	384	1.000	bicubic	+3.287	+0.522	-37
146	tf_efficientnet_b8.ap_in1k	89.579	10.421	98.305	1.695	87.41	672	0.954	bicubic	+4.215	+1.013	+28
147	regnety_160.sw_in12k_ft_in1k	89.570	10.430	98.546	1.454	83.59	288	1.000	bicubic	+3.584	+0.712	-15
148	vit_base_patch16_clip_224.laion2b_ft_in12k_in1k	89.564	10.436	98.418	1.582	86.57	224	0.950	bicubic	+3.390	+0.662	-32
149	maxvit_tiny_tf_512.in1k	89.562	10.438	98.335	1.665	31.05	512	1.000	bicubic	+3.898	+0.751	+2
150	convformer_s18.sail_in22k_ft_in1k_384	89.553	10.447	98.531	1.469	26.77	384	1.000	bicubic	+4.555	+0.961	+55
151	volo_d3_224.sail_in1k	89.553	10.447	98.373	1.627	86.33	224	0.960	bicubic	+4.139	+1.097	+16
152	maxvit_large_tf_384.in1k	89.553	10.447	98.183	1.817	212.03	384	1.000	bicubic	+3.325	+0.493	-40
153	tf_efficientnetv2_l.in1k	89.540	10.460	98.339	1.661	118.52	480	1.000	bicubic	+3.876	+0.865	-1
154	flexivit_large.1200ep_in1k	89.534	10.466	98.414	1.586	304.36	240	0.950	bicubic	+3.888	+0.872	-1
155	xcit_large_24_p8_224.fb_dist_in1k	89.517	10.483	98.217	1.783	188.93	224	1.000	bicubic	+4.115	+0.815	+14
156	flexivit_large.600ep_in1k	89.508	10.492	98.392	1.608	304.36	240	0.950	bicubic	+3.970	+0.904	+2
157	xcit_small_12_p8_384.fb_dist_in1k	89.508	10.492	98.307	1.693	26.21	384	1.000	bicubic	+4.430	+1.025	+41
158	cait_s24_384.fb_dist_in1k	89.504	10.496	98.362	1.638	47.06	384	1.000	bicubic	+4.456	+1.016	+43
159	convformer_s36.sail_in22k_ft_in1k	89.496	10.505	98.454	1.546	40.01	224	1.000	bicubic	+4.082	+0.886	+8
160	convnextv2_tiny.fcmae_ft_in22k_in1k_384	89.485	10.515	98.484	1.516	28.64	384	1.000	bicubic	+4.379	+0.856	+33
161	convformer_s36.sail_in1k_384	89.481	10.520	98.369	1.631	40.01	384	1.000	bicubic	+4.103	+0.893	+10
162	xcit_medium_24_p16_384.fb_dist_in1k	89.481	10.520	98.296	1.704	84.40	384	1.000	bicubic	+4.059	+0.890	+3
163	convnext_tiny.in12k_ft_in1k_384	89.472	10.528	98.505	1.494	28.59	384	1.000	bicubic	+4.350	+0.900	+28
164	deit3_base_patch16_224.fb_in22k_ft_in1k	89.446	10.554	98.557	1.443	86.59	224	1.000	bicubic	+3.746	+0.811	-15
165	vit_base_patch16_224.augreg2_in21k_ft_in1k	89.444	10.556	98.441	1.559	86.57	224	0.900	bicubic	+4.348	+0.911	+31
166	maxvit_small_tf_512.in1k	89.442	10.558	98.356	1.644	69.13	512	1.000	bicubic	+3.360	+0.592	-43
167	vit_base_patch32_clip_448.laion2b_ft_in12k_in1k	89.440	10.560	98.403	1.597	88.34	448	1.000	bicubic	+3.662	+0.765	-23
168	regnety_120.sw_in12k_ft_in1k	89.436	10.564	98.537	1.462	51.82	288	1.000	bicubic	+4.036	+0.956	+2
169	vit_base_patch8_224.augreg_in21k_ft_in1k	89.436	10.564	98.484	1.516	86.58	224	0.900	bicubic	+3.638	+0.694	-28
170	deit_base_distilled_patch16_384.fb_in1k	89.434	10.566	98.439	1.561	87.63	384	1.000	bicubic	+4.008	+1.109	-6
171	tf_efficientnet_b7.ap_in1k	89.429	10.571	98.345	1.655	66.35	600	0.949	bicubic	+4.307	+1.093	+21
172	vit_base_patch16_clip_224.laion2b_ft_in1k	89.427	10.573	98.469	1.531	86.57	224	1.000	bicubic	+3.961	+0.895	-10
173	convnextv2_base.fcmae_ft_in1k	89.421	10.579	98.360	1.640	88.72	288	1.000	bicubic	+3.947	+0.976	-12
174	caformer_b36.sail_in1k	89.410	10.590	98.222	1.778	98.75	224	1.000	bicubic	+3.904	+0.912	-14
175	vit_base_patch16_clip_224.openai_ft_in12k_in1k	89.401	10.598	98.394	1.606	86.57	224	0.950	bicubic	+3.462	+0.666	-42
176	hrnet_w48_ssld.paddle_in1k	89.401	10.598	98.379	1.621	77.47	288	1.000	bilinear	+4.924	+1.145	+68
177	beit_base_patch16_224.in22k_ft_in22k_in1k	89.395	10.605	98.529	1.471	86.53	224	0.900	bicubic	+4.183	+0.871	+8
178	regnetz_e8.ra3_in1k	89.378	10.622	98.459	1.542	57.70	320	1.000	bicubic	+4.342	+1.186	+24
179	deit3_small_patch16_384.fb_in22k_ft_in1k	89.363	10.637	98.382	1.618	22.21	384	1.000	bicubic	+4.539	+0.894	+38
180	vit_medium_patch16_gap_384.sw_in12k_ft_in1k	89.348	10.652	98.490	1.510	39.03	384	0.950	bicubic	+3.816	+0.852	-23
181	tf_efficientnetv2_m.in1k	89.348	10.652	98.326	1.674	54.14	480	1.000	bicubic	+4.144	+0.962	+5
182	tf_efficientnet_b8.ra_in1k	89.348	10.652	98.305	1.695	87.41	672	0.954	bicubic	+3.980	+0.911	-8
183	tf_efficientnet_b6.ap_in1k	89.344	10.656	98.283	1.717	43.04	528	0.942	bicubic	+4.558	+1.147	+37
184	volo_d2_224.sail_in1k	89.335	10.665	98.213	1.787	58.68	224	0.960	bicubic	+4.133	+1.023	+3
185	caformer_s18.sail_in1k_384	89.331	10.669	98.294	1.706	26.34	384	1.000	bicubic	+4.305	+0.936	+18
186	eva02_small_patch14_336.mim_in22k_ft_in1k	89.327	10.673	98.379	1.621	22.13	336	1.000	bicubic	+3.611	+0.747	-38
187	vit_large_patch16_224.augreg_in21k_ft_in1k	89.318	10.682	98.394	1.606	304.33	224	0.900	bicubic	+3.484	+0.576	-49
188	flexivit_large.300ep_in1k	89.305	10.694	98.324	1.676	304.36	240	0.950	bicubic	+4.015	+0.924	-11
189	tf_efficientnet_b4.ns_jft_in1k	89.301	10.699	98.343	1.657	19.34	380	0.922	bicubic	+4.139	+0.873	0
190	convnext_small.fb_in22k_ft_in1k	89.299	10.701	98.358	1.642	50.22	288	1.000	bicubic	+4.037	+0.676	-11
191	xcit_small_24_p16_384.fb_dist_in1k	89.295	10.705	98.326	1.674	47.67	384	1.000	bicubic	+4.205	+1.014	+6
192	xcit_medium_24_p8_224.fb_dist_in1k	89.293	10.707	98.185	1.815	84.32	224	1.000	bicubic	+4.219	+0.911	+7
193	beitv2_base_patch16_224.in1k_ft_in1k	89.271	10.729	98.262	1.738	86.53	224	0.900	bicubic	+3.677	+0.756	-39
194	deit3_huge_patch14_224.fb_in1k	89.218	10.782	98.164	1.836	632.13	224	0.900	bicubic	+3.994	+0.804	-11
195	coat_lite_medium_384.in1k	89.209	10.791	98.219	1.781	44.57	384	1.000	bicubic	+4.331	+0.847	+18
196	xcit_small_24_p8_224.fb_dist_in1k	89.199	10.801	98.243	1.757	47.63	224	1.000	bicubic	+4.331	+1.053	+18
197	xcit_small_12_p16_384.fb_dist_in1k	89.197	10.803	98.217	1.783	26.25	384	1.000	bicubic	+4.485	+1.099	+26
198	vit_base_patch32_clip_384.laion2b_ft_in12k_in1k	89.194	10.806	98.356	1.644	88.30	384	1.000	bicubic	+3.828	+0.700	-25
199	dm_nfnet_f2.dm_in1k	89.192	10.808	98.228	1.772	193.78	352	0.920	bicubic	+3.998	+0.882	-11
200	swin_base_patch4_window7_224.ms_in22k_ft_in1k	89.173	10.827	98.433	1.567	87.77	224	0.900	bicubic	+3.901	+0.869	-22
201	vit_base_patch16_clip_224.openai_ft_in1k	89.167	10.833	98.269	1.732	86.57	224	0.900	bicubic	+3.875	+0.831	-25
202	eca_nfnet_l2.ra3_in1k	89.147	10.852	98.315	1.685	56.72	384	1.000	bicubic	+4.445	+1.133	+21
203	cait_xs24_384.fb_dist_in1k	89.147	10.852	98.292	1.708	26.67	384	1.000	bicubic	+5.085	+1.408	+83
204	convformer_s18.sail_in1k_384	89.124	10.876	98.127	1.873	26.77	384	1.000	bicubic	+4.722	+1.016	+55
205	maxvit_tiny_tf_384.in1k	89.109	10.891	98.211	1.789	30.98	384	1.000	bicubic	+4.009	+0.833	-12
206	maxvit_small_tf_384.in1k	89.109	10.891	98.164	1.836	69.02	384	1.000	bicubic	+3.569	+0.702	-48
207	resnext101_32x32d.fb_wsl_ig1b_ft_in1k	89.107	10.893	98.189	1.810	468.53	224	0.875	bilinear	+4.009	+0.751	-12
208	tf_efficientnet_b7.ra_in1k	89.083	10.917	98.185	1.815	66.35	600	0.949	bicubic	+4.151	+0.977	+1
209	ecaresnet269d.ra2_in1k	89.073	10.927	98.234	1.766	102.09	352	1.000	bicubic	+4.107	+1.012	-2
210	regnety_1280.seer_ft_in1k	89.064	10.936	98.157	1.843	644.81	384	1.000	bicubic	+4.632	+1.065	+41
211	vit_base_patch32_clip_384.openai_ft_in12k_in1k	89.051	10.949	98.279	1.721	88.30	384	0.950	bicubic	+3.835	+0.873	-27
212	xcit_large_24_p16_224.fb_dist_in1k	89.045	10.955	98.059	1.941	189.10	224	1.000	bicubic	+4.129	+0.929	-1
213	convnext_small.in12k_ft_in1k	89.024	10.976	98.243	1.757	50.22	288	1.000	bicubic	+3.694	+0.697	-38
214	dm_nfnet_f1.dm_in1k	89.019	10.981	98.254	1.746	132.63	320	0.910	bicubic	+4.317	+0.987	+11
215	resmlp_big_24_224.fb_in22k_ft_in1k	89.019	10.981	98.215	1.785	129.14	224	0.875	bicubic	+4.621	+1.103	+45
216	xcit_small_12_p8_224.fb_dist_in1k	89.011	10.989	98.076	1.924	26.21	224	1.000	bicubic	+4.775	+1.204	+56
217	convnext_large.fb_in1k	88.994	11.006	98.040	1.960	197.77	288	1.000	bicubic	+4.148	+0.826	-1
218	caformer_m36.sail_in1k	88.990	11.011	98.016	1.984	56.20	224	1.000	bicubic	+3.758	+0.816	-36
219	efficientnetv2_rw_m.agc_in1k	88.987	11.013	98.217	1.783	53.24	416	1.000	bicubic	+4.175	+1.067	0
220	regnety_1280.swag_lc_in1k	88.951	11.049	98.230	1.770	644.81	224	0.965	bicubic	+2.969	+0.380	-87
221	regnetz_d8_evos.ch_in1k	88.951	11.049	98.181	1.819	23.46	320	1.000	bicubic	+4.825	+1.169	+59
222	regnetz_040_h.ra3_in1k	88.949	11.051	98.209	1.791	28.94	320	1.000	bicubic	+4.457	+1.451	+19
223	edgenext_base.in21k_ft_in1k	88.942	11.057	98.279	1.721	18.51	320	1.000	bicubic	+4.888	+1.083	+65
224	tf_efficientnet_b5.ap_in1k	88.940	11.060	98.164	1.836	30.39	456	0.934	bicubic	+4.682	+1.190	+44
225	mvitv2_large.fb_in1k	88.936	11.064	97.965	2.035	217.99	224	0.900	bicubic	+3.692	+0.751	-44
226	caformer_s18.sail_in22k_ft_in1k	88.932	11.068	98.311	1.689	26.34	224	1.000	bicubic	+4.856	+1.113	+58
227	deit3_base_patch16_384.fb_in1k	88.923	11.077	98.042	1.958	86.88	384	1.000	bicubic	+3.851	+0.790	-27
228	deit3_medium_patch16_224.fb_in22k_ft_in1k	88.921	11.079	98.294	1.706	38.85	224	1.000	bicubic	+4.369	+1.106	+4
229	volo_d1_224.sail_in1k	88.915	11.085	98.027	1.973	26.63	224	0.960	bicubic	+4.753	+1.251	+50
230	convnext_tiny.in12k_ft_in1k	88.906	11.094	98.309	1.691	28.59	288	1.000	bicubic	+4.456	+0.969	+15
231	tf_efficientnetv2_s.in21k_ft_in1k	88.898	11.102	98.277	1.723	21.46	384	1.000	bicubic	+4.610	+1.025	+34
232	vit_base_patch16_224.augreg_in21k_ft_in1k	88.870	11.130	98.230	1.770	86.57	224	0.900	bicubic	+4.338	+0.938	+3
233	convnext_tiny.fb_in22k_ft_in1k_384	88.855	11.145	98.296	1.704	28.59	384	1.000	bicubic	+4.767	+1.152	+50
234	regnetz_d8.ra3_in1k	88.853	11.147	98.189	1.810	23.37	320	1.000	bicubic	+4.799	+1.194	+55
235	convformer_b36.sail_in1k	88.851	11.149	97.878	2.122	99.88	224	1.000	bicubic	+4.033	+0.932	-17
236	coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k	88.842	11.158	97.869	2.131	41.72	224	0.950	bicubic	+3.932	+0.911	-24
237	resnetrs420.tf_in1k	88.838	11.162	98.031	1.968	191.89	416	1.000	bicubic	+3.832	+0.907	-33
238	resnext101_32x16d.fb_wsl_ig1b_ft_in1k	88.834	11.166	98.051	1.949	194.03	224	0.875	bilinear	+4.668	+0.853	+40
239	resnetrs270.tf_in1k	88.829	11.171	98.136	1.864	129.86	352	1.000	bicubic	+4.401	+1.168	+14
240	vit_small_r26_s32_384.augreg_in21k_ft_in1k	88.817	11.184	98.343	1.657	36.47	384	1.000	bicubic	+4.769	+1.015	+49
241	swin_small_patch4_window7_224.ms_in22k_ft_in1k	88.817	11.184	98.328	1.672	49.61	224	0.900	bicubic	+5.519	+1.364	+122
242	vit_base_r50_s16_384.orig_in21k_ft_in1k	88.806	11.194	98.232	1.768	98.95	384	1.000	bicubic	+3.830	+0.942	-36
243	xcit_medium_24_p16_224.fb_dist_in1k	88.806	11.194	98.038	1.962	84.40	224	1.000	bicubic	+4.520	+1.106	+23
244	tf_efficientnet_b7.aa_in1k	88.804	11.196	98.057	1.943	66.35	600	0.949	bicubic	+4.390	+1.151	+13
245	maxxvit_rmlp_small_rw_256.sw_in1k	88.795	11.205	98.064	1.937	66.01	256	0.950	bicubic	+4.171	+0.996	-17
246	seresnet152d.ra2_in1k	88.787	11.213	98.172	1.828	66.84	320	1.000	bicubic	+4.427	+1.132	+15
247	xcit_tiny_24_p8_384.fb_dist_in1k	88.787	11.213	98.155	1.845	12.11	384	1.000	bicubic	+5.041	+1.445	+71
248	convformer_m36.sail_in1k	88.787	11.213	97.767	2.233	57.05	224	1.000	bicubic	+4.293	+0.901	-6
249	resnext101_32x8d.fb_swsl_ig1b_ft_in1k	88.782	11.218	98.151	1.849	88.79	224	0.875	bilinear	+4.480	+0.975	+15
250	resnetrs200.tf_in1k	88.763	11.237	98.115	1.885	93.21	320	1.000	bicubic	+4.319	+1.033	-3
251	convnext_base.fb_in1k	88.763	11.237	97.920	2.080	88.59	288	1.000	bicubic	+4.335	+0.952	+2
252	deit3_large_patch16_224.fb_in1k	88.763	11.237	97.920	2.080	304.37	224	0.900	bicubic	+3.987	+0.882	-30
253	tf_efficientnet_b6.aa_in1k	88.759	11.241	98.066	1.934	43.04	528	0.942	bicubic	+4.643	+1.186	+29
254	resnetrs350.tf_in1k	88.757	11.243	98.031	1.968	163.96	384	1.000	bicubic	+4.043	+1.039	-32
255	rexnetr_300.sw_in12k_ft_in1k	88.746	11.254	98.339	1.661	34.81	288	1.000	bicubic	+4.202	+1.083	-22
256	caformer_s36.sail_in1k	88.746	11.254	98.023	1.977	39.30	224	1.000	bicubic	+4.238	+1.027	-16
257	convnextv2_tiny.fcmae_ft_in22k_in1k	88.744	11.256	98.194	1.806	28.64	288	1.000	bicubic	+4.328	+0.934	-1
258	vit_base_patch16_224_miil.in21k_ft_in1k	88.740	11.260	98.025	1.975	86.54	224	0.875	bilinear	+4.474	+1.221	+9
259	edgenext_base.usi_in1k	88.735	11.265	98.147	1.853	18.51	320	1.000	bicubic	+4.777	+1.377	+36
260	regnetz_040.ra3_in1k	88.731	11.269	98.091	1.909	27.12	320	1.000	bicubic	+4.491	+1.159	+11
261	convformer_s18.sail_in22k_ft_in1k	88.727	11.273	98.194	1.806	26.77	224	1.000	bicubic	+4.989	+1.146	+60
262	resnetv2_152x2_bit.goog_in21k_ft_in1k	88.725	11.275	98.311	1.689	236.34	448	1.000	bilinear	+4.215	+1.319	-25
263	regnety_160.deit_in1k	88.703	11.297	98.068	1.932	83.59	288	1.000	bicubic	+5.013	+1.286	+64
264	davit_base.msft_in1k	88.701	11.299	97.874	2.127	87.95	224	0.950	bicubic	+4.059	+0.854	-37
265	regnety_640.seer_ft_in1k	88.674	11.326	98.166	1.834	281.38	384	1.000	bicubic	+4.766	+1.244	+33
266	vit_small_patch16_384.augreg_in21k_ft_in1k	88.652	11.348	98.230	1.770	22.20	384	1.000	bicubic	+4.850	+1.132	+45
267	regnetz_d32.ra3_in1k	88.652	11.348	98.078	1.922	27.58	320	0.950	bicubic	+4.630	+1.210	+25
268	flexivit_base.1200ep_in1k	88.648	11.352	97.935	2.065	86.59	240	0.950	bicubic	+3.970	+0.939	-42
269	mvitv2_base.fb_in1k	88.644	11.356	97.826	2.174	51.47	224	0.900	bicubic	+4.194	+0.968	-23
270	regnety_080.ra3_in1k	88.635	11.365	97.965	2.035	39.18	288	1.000	bicubic	+4.709	+1.075	+26
271	vit_medium_patch16_gap_256.sw_in12k_ft_in1k	88.633	11.367	98.189	1.810	38.86	256	0.950	bicubic	+4.187	+1.346	-24
272	davit_small.msft_in1k	88.631	11.369	97.953	2.047	49.75	224	0.950	bicubic	+4.379	+1.013	-3
273	eca_nfnet_l1.ra2_in1k	88.624	11.376	98.132	1.868	41.41	320	1.000	bicubic	+4.614	+1.106	+20
274	swinv2_base_window16_256.ms_in1k	88.586	11.414	97.908	2.092	87.92	256	0.900	bicubic	+3.986	+0.818	-44
275	maxvit_base_tf_224.in1k	88.584	11.416	97.848	2.152	119.47	224	0.950	bicubic	+3.724	+0.860	-60
276	regnety_320.seer_ft_in1k	88.573	11.427	98.106	1.894	145.05	384	1.000	bicubic	+5.239	+1.400	+83
277	resnetaa101d.sw_in12k_ft_in1k	88.573	11.427	98.076	1.924	44.57	288	1.000	bicubic	+4.449	+0.970	+4
278	resnetv2_152x4_bit.goog_in21k_ft_in1k	88.554	11.446	98.192	1.808	936.53	480	1.000	bilinear	+3.638	+0.754	-69
279	resnet200d.ra2_in1k	88.554	11.446	97.961	2.039	64.69	320	1.000	bicubic	+4.590	+1.137	+16
280	xcit_small_24_p16_224.fb_dist_in1k	88.545	11.455	98.004	1.996	47.67	224	1.000	bicubic	+4.671	+1.268	+21
281	flexivit_base.600ep_in1k	88.545	11.455	97.933	2.067	86.59	240	0.950	bicubic	+4.023	+0.997	-44
282	seresnextaa101d_32x8d.ah_in1k	88.537	11.463	98.002	1.998	93.59	288	1.000	bicubic	+3.971	+0.926	-51
283	maxvit_rmlp_small_rw_224.sw_in1k	88.522	11.478	97.773	2.227	64.90	224	0.900	bicubic	+4.030	+0.763	-41
284	resnest269e.in1k	88.520	11.480	98.027	1.973	110.93	416	0.928	bicubic	+4.010	+0.593	-46
285	coatnet_rmlp_2_rw_224.sw_in1k	88.513	11.487	97.566	2.434	73.88	224	0.950	bicubic	+3.907	+0.826	-56
286	efficientformerv2_l.snap_dist_in1k	88.507	11.493	97.961	2.039	26.32	224	0.950	bicubic	+4.875	+1.401	+46
287	gcvit_base.in1k	88.501	11.499	97.769	2.231	90.32	224	0.875	bicubic	+4.055	+0.561	-39
288	swinv2_base_window8_256.ms_in1k	88.498	11.502	97.891	2.109	87.92	256	0.900	bicubic	+4.248	+0.967	-18
289	seresnext101_32x8d.ah_in1k	88.494	11.506	97.884	2.116	93.57	288	1.000	bicubic	+4.308	+1.010	-12
290	convformer_s36.sail_in1k	88.486	11.514	97.763	2.237	40.01	224	1.000	bicubic	+4.426	+1.017	-4
291	crossvit_18_dagger_408.in1k	88.479	11.521	97.895	2.105	44.61	408	1.000	bicubic	+4.281	+1.079	-15
292	flexivit_base.300ep_in1k	88.479	11.521	97.846	2.154	86.59	240	0.950	bicubic	+4.073	+0.960	-34
293	efficientnetv2_rw_s.ra2_in1k	88.475	11.525	97.978	2.022	23.94	384	1.000	bicubic	+4.667	+1.246	+18
294	resnetv2_101x3_bit.goog_in21k_ft_in1k	88.466	11.534	98.157	1.843	387.93	448	1.000	bilinear	+4.028	+0.775	-44
295	maxvit_large_tf_224.in1k	88.460	11.540	97.809	2.191	211.79	224	0.950	bicubic	+3.518	+0.839	-87
296	maxvit_small_tf_224.in1k	88.454	11.546	97.880	2.120	68.93	224	0.950	bicubic	+4.028	+1.056	-42
297	resnetv2_50x3_bit.goog_in21k_ft_in1k	88.447	11.553	98.200	1.800	217.32	448	1.000	bilinear	+4.427	+1.074	-5
298	cait_s24_224.fb_dist_in1k	88.443	11.557	97.961	2.039	46.92	224	1.000	bicubic	+5.001	+1.387	+47
299	resmlp_big_24_224.fb_distilled_in1k	88.441	11.559	97.938	2.062	129.14	224	0.875	bicubic	+4.849	+1.287	+37
300	regnetv_064.ra3_in1k	88.439	11.561	98.061	1.939	30.58	288	1.000	bicubic	+4.723	+1.317	+23
301	resnest200e.in1k	88.434	11.566	98.040	1.960	70.20	320	0.909	bicubic	+4.588	+1.156	+3
302	vit_large_r50_s32_224.augreg_in21k_ft_in1k	88.430	11.570	98.081	1.919	328.99	224	0.900	bicubic	+4.008	+0.911	-47
303	tf_efficientnet_b3.ns_jft_in1k	88.428	11.572	98.031	1.968	12.23	300	0.904	bicubic	+4.372	+1.113	-17
304	seresnext101d_32x8d.ah_in1k	88.428	11.572	97.961	2.039	93.59	288	1.000	bicubic	+4.070	+1.041	-40
305	swin_base_patch4_window12_384.ms_in1k	88.426	11.574	97.803	2.197	87.90	384	1.000	bicubic	+3.950	+0.911	-61
306	tf_efficientnetv2_s.in1k	88.409	11.591	97.927	2.073	21.46	384	1.000	bicubic	+4.509	+1.229	-7
307	convnext_small.fb_in1k	88.407	11.593	98.012	1.988	50.22	288	1.000	bicubic	+4.707	+1.204	+19
308	tf_efficientnet_b5.aa_in1k	88.407	11.593	97.931	2.069	30.39	456	0.934	bicubic	+4.719	+1.219	+20
309	regnety_320.swag_lc_in1k	88.398	11.602	98.117	1.883	145.05	224	0.965	bicubic	+3.852	+0.675	-76
310	vit_base_patch16_384.orig_in21k_ft_in1k	88.389	11.611	98.160	1.840	86.86	384	1.000	bicubic	+4.189	+0.940	-35
311	regnetz_c16_evos.ch_in1k	88.381	11.619	98.040	1.960	13.49	320	0.950	bicubic	+5.749	+1.566	+112
312	tresnet_v2_l.miil_in21k_ft_in1k	88.379	11.621	97.923	2.077	46.17	224	0.875	bilinear	+4.479	+1.429	-12
313	swinv2_small_window16_256.ms_in1k	88.372	11.628	97.848	2.152	49.73	256	0.900	bicubic	+4.148	+1.070	-40
314	efficientnet_b4.ra2_in1k	88.366	11.634	97.961	2.039	19.34	384	1.000	bicubic	+4.952	+1.363	+34
315	resnet152d.ra2_in1k	88.362	11.638	97.931	2.069	60.21	320	1.000	bicubic	+4.678	+1.191	+14
316	maxvit_rmlp_tiny_rw_256.sw_in1k	88.355	11.645	97.820	2.180	29.15	256	0.950	bicubic	+4.131	+0.952	-42
317	tf_efficientnet_b4.ap_in1k	88.347	11.653	97.888	2.112	19.34	380	0.922	bicubic	+5.097	+1.494	+47
318	deit3_small_patch16_224.fb_in22k_ft_in1k	88.336	11.664	98.127	1.873	22.06	224	1.000	bicubic	+5.262	+1.352	+64
319	regnety_064.ra3_in1k	88.323	11.677	97.865	2.135	30.58	288	1.000	bicubic	+4.603	+1.143	+3
320	convnextv2_nano.fcmae_ft_in22k_in1k_384	88.315	11.685	97.938	2.062	15.62	384	1.000	bicubic	+4.941	+1.194	+35
321	crossvit_15_dagger_408.in1k	88.313	11.687	97.874	2.127	28.50	408	1.000	bicubic	+4.471	+1.096	-16
322	tf_efficientnet_b5.ra_in1k	88.308	11.692	97.918	2.082	30.39	456	0.934	bicubic	+4.498	+1.164	-12
323	cs3se_edgenet_x.c2ns_in1k	88.296	11.704	97.935	2.065	50.72	320	1.000	bicubic	+4.754	+1.263	+14
324	deit3_small_patch16_384.fb_in1k	88.296	11.704	97.888	2.112	22.21	384	1.000	bicubic	+4.866	+1.214	+22
325	pvt_v2_b4.in1k	88.285	11.715	97.816	2.184	62.56	224	0.900	bicubic	+4.575	+1.142	-1
326	efficientformer_l7.snap_dist_in1k	88.278	11.722	97.882	2.118	82.23	224	0.950	bicubic	+4.896	+1.346	+28
327	mvitv2_small.fb_in1k	88.264	11.736	97.692	2.308	34.87	224	0.900	bicubic	+4.494	+1.116	-12
328	resnetrs152.tf_in1k	88.249	11.751	97.737	2.263	86.62	320	1.000	bicubic	+4.547	+1.125	-3
329	deit3_base_patch16_224.fb_in1k	88.244	11.756	97.816	2.184	86.59	224	0.900	bicubic	+4.458	+1.228	-16
330	xcit_small_12_p16_224.fb_dist_in1k	88.240	11.760	97.844	2.156	26.25	224	1.000	bicubic	+4.912	+1.428	+31
331	gcvit_small.in1k	88.217	11.783	97.788	2.212	51.09	224	0.875	bicubic	+4.325	+1.130	-30
332	regnetv_040.ra3_in1k	88.212	11.788	97.972	2.028	20.64	288	1.000	bicubic	+5.014	+1.314	+34
333	deit_base_distilled_patch16_224.fb_in1k	88.212	11.788	97.910	2.090	87.34	224	0.900	bicubic	+4.826	+1.422	+20
334	xception65p.ra3_in1k	88.189	11.811	97.788	2.212	39.82	299	0.940	bicubic	+5.053	+1.680	+39
335	swinv2_small_window8_256.ms_in1k	88.172	11.828	97.777	2.223	49.73	256	0.900	bicubic	+4.318	+1.133	-32
336	caformer_s18.sail_in1k	88.163	11.837	97.728	2.272	26.34	224	1.000	bicubic	+4.507	+1.212	-5
337	xcit_tiny_24_p16_384.fb_dist_in1k	88.161	11.839	97.942	2.058	12.12	384	1.000	bicubic	+5.591	+1.666	+100
338	xcit_large_24_p8_224.fb_in1k	88.161	11.839	97.391	2.609	188.93	224	1.000	bicubic	+3.767	+0.727	-76
339	resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384	88.153	11.848	98.051	1.949	236.34	384	1.000	bicubic	+4.319	+0.925	-32
340	coat_lite_medium.in1k	88.144	11.856	97.899	2.101	44.57	224	0.900	bicubic	+4.544	+1.171	-6
341	resnext101_32x8d.fb_wsl_ig1b_ft_in1k	88.144	11.856	97.859	2.142	88.79	224	0.875	bilinear	+5.446	+1.715	+73
342	cait_xxs36_384.fb_dist_in1k	88.140	11.860	97.903	2.097	17.37	384	1.000	bicubic	+5.936	+1.759	+141
343	dm_nfnet_f0.dm_in1k	88.131	11.869	97.906	2.095	71.49	256	0.900	bicubic	+4.645	+1.338	-1
344	resnext101_32x4d.fb_swsl_ig1b_ft_in1k	88.112	11.888	97.965	2.035	44.18	224	0.875	bilinear	+4.880	+1.207	+21
345	pit_b_distilled_224.in1k	88.108	11.892	97.654	2.346	74.79	224	0.900	bicubic	+4.342	+1.188	-29
346	xcit_tiny_12_p8_384.fb_dist_in1k	88.103	11.897	97.925	2.075	6.71	384	1.000	bicubic	+5.715	+1.705	+109
347	pvt_v2_b5.in1k	88.103	11.897	97.694	2.306	81.96	224	0.900	bicubic	+4.361	+1.060	-26
348	pvt_v2_b3.in1k	88.099	11.901	97.775	2.225	45.24	224	0.900	bicubic	+4.979	+1.221	+30
349	rexnetr_200.sw_in12k_ft_in1k	88.097	11.903	98.006	1.994	16.52	288	1.000	bicubic	+4.961	+1.370	+23
350	xception65.ra3_in1k	88.069	11.931	97.750	2.250	39.92	299	0.940	bicubic	+4.887	+1.158	+18
351	hrnet_w18_ssld.paddle_in1k	88.067	11.933	97.824	2.176	21.30	288	1.000	bilinear	+6.021	+1.574	+148
352	swin_s3_base_224.ms_in1k	88.046	11.954	97.662	2.338	71.13	224	0.900	bicubic	+4.126	+0.990	-55
353	xcit_tiny_24_p8_224.fb_dist_in1k	88.037	11.963	97.818	2.182	12.11	224	1.000	bicubic	+5.471	+1.760	+86
354	convnextv2_tiny.fcmae_ft_in1k	88.035	11.965	97.859	2.142	28.64	288	1.000	bicubic	+4.571	+1.141	-11
355	resnet152.a1h_in1k	88.033	11.967	97.696	2.304	60.19	288	1.000	bicubic	+4.583	+1.158	-12
356	focalnet_base_srf.ms_in1k	88.033	11.967	97.656	2.344	88.15	224	0.900	bicubic	+4.215	+0.974	-46
357	regnety_160.swag_lc_in1k	88.031	11.969	98.044	1.956	83.59	224	0.965	bicubic	+4.249	+0.764	-43
358	maxvit_tiny_tf_224.in1k	88.027	11.973	97.816	2.184	30.92	224	0.950	bicubic	+4.625	+1.226	-9
359	focalnet_base_lrf.ms_in1k	88.003	11.997	97.609	2.391	88.75	224	0.900	bicubic	+4.165	+1.001	-53
360	gcvit_tiny.in1k	88.001	11.999	97.722	2.278	28.22	224	0.875	bicubic	+4.617	+1.324	-7
361	eca_nfnet_l0.ra2_in1k	87.980	12.020	97.869	2.131	24.14	288	1.000	bicubic	+5.402	+1.375	+75
362	tf_efficientnet_b5.in1k	87.973	12.027	97.933	2.067	30.39	456	0.934	bicubic	+4.797	+1.397	+6
363	cs3sedarknet_x.c2ns_in1k	87.973	12.027	97.794	2.205	35.40	288	1.000	bicubic	+5.315	+1.445	+57
364	nfnet_l0.ra2_in1k	87.969	12.031	97.867	2.133	35.07	288	1.000	bicubic	+5.217	+1.351	+45
365	efficientformer_l3.snap_dist_in1k	87.963	12.037	97.709	2.291	31.41	224	0.950	bicubic	+5.413	+1.461	+76
366	xcit_small_24_p8_224.fb_in1k	87.956	12.044	97.581	2.419	47.63	224	1.000	bicubic	+4.122	+0.949	-58
367	tf_efficientnet_b4.aa_in1k	87.954	12.046	97.739	2.261	19.34	380	0.922	bicubic	+4.936	+1.439	+20
368	regnetz_c16.ra3_in1k	87.952	12.048	97.782	2.218	13.46	320	1.000	bicubic	+5.318	+1.460	+54
369	regnety_032.ra_in1k	87.945	12.055	97.897	2.103	19.44	288	1.000	bicubic	+5.217	+1.481	+42
370	coatnet_1_rw_224.sw_in1k	87.943	12.057	97.453	2.547	41.72	224	0.950	bicubic	+4.347	+1.071	-35
371	resnet101d.ra2_in1k	87.935	12.065	97.910	2.090	44.57	320	1.000	bicubic	+4.919	+1.458	+17
372	regnety_040.ra3_in1k	87.933	12.067	97.880	2.120	20.65	288	1.000	bicubic	+4.889	+1.382	+12
373	mobilevitv2_200.cvnets_in22k_ft_in1k_384	87.933	12.067	97.822	2.178	18.45	384	1.000	bicubic	+4.533	+1.240	-22
374	swinv2_cr_small_ns_224.sw_in1k	87.933	12.067	97.668	2.332	49.70	224	0.900	bicubic	+4.435	+1.184	-34
375	focalnet_small_lrf.ms_in1k	87.930	12.069	97.696	2.304	50.34	224	0.900	bicubic	+4.436	+1.116	-34
376	resnetv2_101.a1h_in1k	87.924	12.076	97.651	2.349	44.54	288	1.000	bicubic	+4.922	+1.197	+13
377	vit_base_patch32_384.augreg_in21k_ft_in1k	87.909	12.091	98.010	1.990	88.30	384	1.000	bicubic	+4.559	+1.172	-20
378	sequencer2d_l.in1k	87.907	12.093	97.703	2.297	54.30	224	0.875	bicubic	+4.513	+1.207	-27
379	twins_svt_large.in1k	87.903	12.097	97.581	2.419	99.27	224	0.900	bicubic	+4.225	+0.991	-49
380	coatnet_rmlp_1_rw_224.sw_in1k	87.892	12.108	97.624	2.376	41.69	224	0.950	bicubic	+4.530	+1.174	-24
381	swin_base_patch4_window7_224.ms_in1k	87.866	12.134	97.564	2.436	87.77	224	0.900	bicubic	+4.260	+1.112	-48
382	twins_pcpvt_large.in1k	87.864	12.136	97.859	2.142	60.99	224	0.900	bicubic	+4.734	+1.257	-7
383	maxvit_tiny_rw_224.sw_in1k	87.856	12.144	97.643	2.357	29.06	224	0.950	bicubic	+4.352	+1.139	-44
384	swin_s3_small_224.ms_in1k	87.849	12.151	97.431	2.568	49.74	224	0.900	bicubic	+4.093	+0.980	-67
385	convformer_s18.sail_in1k	87.845	12.155	97.551	2.449	26.77	224	1.000	bicubic	+4.859	+1.301	+6
386	mobilevitv2_175.cvnets_in22k_ft_in1k_384	87.841	12.159	97.728	2.272	14.25	384	1.000	bicubic	+4.903	+1.302	+7
387	deit_base_patch16_384.fb_in1k	87.841	12.159	97.506	2.494	86.86	384	1.000	bicubic	+4.735	+1.138	-6
388	ecaresnet101d.miil_in1k	87.839	12.161	97.899	2.101	44.57	288	0.950	bicubic	+4.855	+1.357	+4
389	convnext_nano.in12k_ft_in1k	87.837	12.164	97.888	2.112	15.59	288	1.000	bicubic	+4.975	+1.332	+10
390	xcit_small_12_p8_224.fb_in1k	87.822	12.178	97.568	2.432	26.21	224	1.000	bicubic	+4.490	+1.084	-30
391	flexivit_small.1200ep_in1k	87.813	12.187	97.615	2.385	22.06	240	0.950	bicubic	+5.293	+1.491	+52
392	vit_base_patch32_clip_224.laion2b_ft_in12k_in1k	87.809	12.191	97.756	2.244	88.22	224	0.900	bicubic	+4.513	+1.228	-30
393	focalnet_small_srf.ms_in1k	87.809	12.191	97.575	2.425	49.89	224	0.900	bicubic	+4.393	+1.137	-45
394	maxxvit_rmlp_nano_rw_256.sw_in1k	87.807	12.193	97.752	2.248	16.78	256	0.950	bicubic	+4.765	+1.402	-9
395	flexivit_small.600ep_in1k	87.807	12.193	97.579	2.421	22.06	240	0.950	bicubic	+5.445	+1.497	+65
396	tf_efficientnetv2_b3.in21k_ft_in1k	87.805	12.195	97.893	2.107	14.36	300	0.900	bicubic	+5.135	+1.267	+21
397	deit3_medium_patch16_224.fb_in1k	87.802	12.198	97.656	2.344	38.85	224	0.900	bicubic	+4.716	+1.360	-16
398	tresnet_xl.miil_in1k_448	87.798	12.202	97.459	2.541	78.44	448	0.875	bilinear	+4.738	+1.285	-14
399	resnetv2_50x1_bit.goog_distilled_in1k	87.792	12.208	97.903	2.097	25.55	224	0.875	bicubic	+4.972	+1.389	+2
400	convnext_tiny.fb_in1k	87.770	12.230	97.585	2.415	28.59	288	1.000	bicubic	+5.072	+0.953	+15
401	regnety_320.tv2_in1k	87.743	12.257	97.673	2.327	145.05	224	0.965	bicubic	+4.581	+1.257	-31
402	resnext101_64x4d.tv_in1k	87.740	12.259	97.592	2.408	83.46	224	0.875	bilinear	+4.748	+1.348	-12
403	convnextv2_nano.fcmae_ft_in22k_in1k	87.732	12.268	97.886	2.114	15.62	288	1.000	bicubic	+5.068	+1.366	+15
404	twins_pcpvt_base.in1k	87.730	12.270	97.728	2.272	43.83	224	0.900	bicubic	+5.020	+1.382	+8
405	tresnet_m.miil_in21k_ft_in1k	87.723	12.277	97.517	2.483	31.39	224	0.875	bilinear	+4.649	+1.403	-22
406	gc_efficientnetv2_rw_t.agc_in1k	87.719	12.281	97.803	2.197	13.68	288	1.000	bicubic	+5.267	+1.511	+44
407	mvitv2_tiny.fb_in1k	87.719	12.281	97.553	2.447	24.17	224	0.900	bicubic	+5.309	+1.401	+45
408	maxvit_rmlp_nano_rw_256.sw_in1k	87.715	12.285	97.577	2.423	15.50	256	0.950	bicubic	+4.761	+1.311	-15
409	resnetv2_101x1_bit.goog_in21k_ft_in1k	87.683	12.317	97.940	2.060	44.54	448	1.000	bilinear	+5.341	+1.420	+54
410	rexnet_300.nav_in1k	87.683	12.317	97.611	2.389	34.71	224	0.875	bicubic	+4.909	+1.375	-3
411	swin_small_patch4_window7_224.ms_in1k	87.662	12.338	97.568	2.432	49.61	224	0.900	bicubic	+4.454	+1.252	-45
412	efficientnetv2_rw_t.ra2_in1k	87.651	12.349	97.683	2.317	13.65	288	1.000	bicubic	+5.301	+1.492	+50
413	twins_svt_base.in1k	87.651	12.349	97.525	2.474	56.07	224	0.900	bicubic	+4.529	+1.109	-36
414	mobilevitv2_150.cvnets_in22k_ft_in1k_384	87.649	12.351	97.647	2.353	10.59	384	1.000	bicubic	+5.063	+1.333	+18
415	coat_small.in1k	87.647	12.354	97.530	2.470	21.69	224	0.900	bicubic	+5.285	+1.322	+43
416	maxxvitv2_nano_rw_256.sw_in1k	87.638	12.362	97.525	2.474	23.70	256	0.950	bicubic	+4.528	+1.201	-37
417	pnasnet5large.tf_in1k	87.636	12.364	97.487	2.513	86.06	331	0.911	bicubic	+4.854	+1.447	-12
418	resnet101.a1h_in1k	87.634	12.366	97.558	2.442	44.55	288	1.000	bicubic	+4.856	+1.248	-12
419	resnetaa50d.sw_in12k_ft_in1k	87.623	12.377	97.803	2.197	25.58	288	1.000	bicubic	+5.023	+1.305	+8
420	flexivit_small.300ep_in1k	87.623	12.377	97.611	2.389	22.06	240	0.950	bicubic	+5.445	+1.575	+67
421	cs3edgenet_x.c2_in1k	87.621	12.379	97.654	2.346	47.82	288	1.000	bicubic	+4.913	+1.284	-8
422	xcit_medium_24_p8_224.fb_in1k	87.612	12.388	97.201	2.799	84.32	224	1.000	bicubic	+3.864	+0.801	-104
423	swinv2_tiny_window16_256.ms_in1k	87.610	12.390	97.560	2.440	28.35	256	0.900	bicubic	+4.806	+1.324	-19
424	resnext101_32x16d.fb_swsl_ig1b_ft_in1k	87.606	12.394	97.816	2.184	194.03	224	0.875	bilinear	+4.270	+0.970	-66
425	resnext50_32x4d.fb_swsl_ig1b_ft_in1k	87.600	12.400	97.649	2.351	25.03	224	0.875	bilinear	+5.425	+1.427	+62
426	nest_base_jx.goog_in1k	87.597	12.403	97.521	2.479	67.72	224	0.875	bicubic	+4.063	+1.147	-88
427	maxvit_nano_rw_256.sw_in1k	87.595	12.405	97.519	2.481	15.45	256	0.950	bicubic	+4.667	+1.299	-32
428	tf_efficientnet_b4.in1k	87.582	12.418	97.602	2.398	19.34	380	0.922	bicubic	+4.974	+1.850	-2
429	davit_tiny.msft_in1k	87.565	12.435	97.585	2.415	28.36	224	0.950	bicubic	+4.869	+1.311	-13
430	levit_384.fb_dist_in1k	87.563	12.437	97.538	2.462	39.13	224	0.900	bicubic	+4.967	+1.520	-1
431	levit_conv_384.fb_dist_in1k	87.561	12.439	97.538	2.462	39.13	224	0.900	bicubic	+4.971	+1.290	0
432	sequencer2d_m.in1k	87.559	12.441	97.581	2.419	38.31	224	0.875	bicubic	+4.747	+1.307	-30
433	convnextv2_nano.fcmae_ft_in1k	87.553	12.447	97.666	2.334	15.62	288	1.000	bicubic	+5.067	+1.440	+14
434	tf_efficientnet_b2.ns_jft_in1k	87.553	12.447	97.626	2.374	9.11	260	0.890	bicubic	+5.175	+1.372	+23
435	ecaresnet50t.ra2_in1k	87.544	12.456	97.649	2.351	25.57	320	0.950	bicubic	+5.192	+1.509	+26
436	regnetx_320.tv2_in1k	87.538	12.462	97.564	2.436	107.81	224	0.965	bicubic	+4.728	+1.356	-33
437	vit_base_patch32_clip_224.laion2b_ft_in1k	87.529	12.471	97.547	2.453	88.22	224	0.900	bicubic	+4.947	+1.347	-3
438	efficientformerv2_s2.snap_dist_in1k	87.514	12.486	97.615	2.385	12.71	224	0.950	bicubic	+5.348	+1.705	+50
439	coatnet_bn_0_rw_224.sw_in1k	87.508	12.492	97.551	2.449	27.44	224	0.950	bicubic	+5.108	+1.365	+14
440	vit_base_patch16_rpn_224.sw_in1k	87.504	12.496	97.491	2.509	86.54	224	0.900	bicubic	+5.297	+1.493	+42
441	pvt_v2_b2_li.in1k	87.501	12.499	97.470	2.530	22.55	224	0.900	bicubic	+5.307	+1.378	+44
442	resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k	87.497	12.503	97.818	2.182	236.34	224	0.875	bicubic	+4.621	+1.236	-44
443	edgenext_small.usi_in1k	87.493	12.507	97.587	2.413	5.59	320	1.000	bicubic	+5.929	+1.875	+94
444	nest_small_jx.goog_in1k	87.493	12.507	97.513	2.487	38.35	224	0.875	bicubic	+4.369	+1.193	-68
445	vit_relpos_base_patch16_clsgap_224.sw_in1k	87.471	12.529	97.525	2.474	86.43	224	0.900	bicubic	+4.711	+1.353	-37
446	vit_relpos_base_patch16_224.sw_in1k	87.467	12.533	97.558	2.442	86.43	224	0.900	bicubic	+4.971	+1.419	0
447	regnety_080_tv.tv2_in1k	87.465	12.535	97.636	2.364	39.38	224	0.965	bicubic	+4.875	+1.618	-17
448	fbnetv3_g.ra2_in1k	87.446	12.554	97.545	2.455	16.62	288	0.950	bilinear	+5.410	+1.487	+52
449	resnet61q.ra2_in1k	87.439	12.561	97.598	2.402	36.85	288	1.000	bicubic	+4.915	+1.468	-7
450	wide_resnet50_2.racm_in1k	87.437	12.563	97.543	2.458	68.88	288	0.950	bicubic	+5.157	+1.479	+24
451	poolformerv2_m48.sail_in1k	87.435	12.565	97.419	2.581	73.35	224	1.000	bicubic	+4.815	+1.347	-26
452	efficientnet_b3.ra2_in1k	87.433	12.567	97.681	2.319	12.23	320	1.000	bicubic	+5.191	+1.563	+24
453	regnetx_160.tv2_in1k	87.433	12.567	97.444	2.556	54.28	224	0.965	bicubic	+4.867	+1.272	-13
454	resnext101_64x4d.c1_in1k	87.433	12.567	97.444	2.556	83.46	288	1.000	bicubic	+4.277	+1.070	-83
455	cait_xxs24_384.fb_dist_in1k	87.414	12.586	97.621	2.378	12.03	384	1.000	bicubic	+6.442	+1.981	+143
456	resnet51q.ra2_in1k	87.397	12.603	97.583	2.417	35.70	288	1.000	bilinear	+5.037	+1.401	+4
457	cs3darknet_x.c2ns_in1k	87.395	12.605	97.611	2.389	35.05	288	1.000	bicubic	+5.173	+1.381	+22
458	cs3sedarknet_l.c2ns_in1k	87.395	12.605	97.568	2.432	21.91	288	0.950	bicubic	+5.611	+1.610	+64
459	coat_lite_small.in1k	87.388	12.612	97.374	2.626	19.84	224	0.900	bicubic	+5.074	+1.526	+9
460	tresnet_l.miil_in1k_448	87.382	12.618	97.485	2.515	55.99	448	0.875	bilinear	+5.106	+1.507	+15
461	resnetv2_50d_gn.ah_in1k	87.380	12.620	97.536	2.464	25.57	288	1.000	bicubic	+5.422	+1.608	+47
462	pvt_v2_b2.in1k	87.377	12.623	97.519	2.481	25.36	224	0.900	bicubic	+5.291	+1.563	+33
463	sequencer2d_s.in1k	87.377	12.623	97.387	2.613	27.65	224	0.875	bicubic	+5.037	+1.357	+1
464	swinv2_cr_small_224.sw_in1k	87.377	12.623	97.346	2.654	49.70	224	0.900	bicubic	+4.242	+0.862	-90
465	xcit_tiny_24_p8_224.fb_in1k	87.373	12.627	97.626	2.374	12.11	224	1.000	bicubic	+5.481	+1.656	+48
466	vit_relpos_medium_patch16_cls_224.sw_in1k	87.363	12.637	97.451	2.549	38.76	224	0.900	bicubic	+4.791	+1.383	-29
467	nasnetalarge.tf_in1k	87.360	12.640	97.417	2.583	88.75	331	0.911	bicubic	+4.734	+1.375	-43
468	crossvit_18_dagger_240.in1k	87.352	12.648	97.453	2.547	44.27	240	0.875	bicubic	+4.836	+1.387	-24
469	seresnext50_32x4d.racm_in1k	87.350	12.650	97.613	2.387	27.56	288	0.950	bicubic	+5.154	+1.465	+15
470	wide_resnet101_2.tv2_in1k	87.326	12.674	97.404	2.596	126.89	224	0.965	bilinear	+4.828	+1.386	-25
471	ecaresnet50d.miil_in1k	87.322	12.678	97.666	2.334	25.58	288	0.950	bicubic	+5.672	+1.784	+58
472	resnext101_32x8d.tv2_in1k	87.318	12.682	97.560	2.440	88.79	224	0.965	bilinear	+4.486	+1.328	-72
473	crossvit_18_240.in1k	87.316	12.684	97.487	2.513	43.27	240	0.875	bicubic	+4.920	+1.427	-19
474	focalnet_tiny_srf.ms_in1k	87.301	12.699	97.414	2.586	28.43	224	0.900	bicubic	+5.167	+1.446	+17
475	resnest101e.in1k	87.290	12.710	97.562	2.438	48.28	256	0.875	bilinear	+4.406	+1.240	-78
476	gcvit_xtiny.in1k	87.281	12.719	97.481	2.519	19.98	224	0.875	bicubic	+5.327	+1.513	+33
477	coatnet_rmlp_nano_rw_224.sw_in1k	87.277	12.723	97.447	2.554	15.15	224	0.900	bicubic	+5.227	+1.567	+21
478	ecaresnet101d_pruned.miil_in1k	87.273	12.727	97.713	2.287	24.88	288	0.950	bicubic	+5.275	+1.553	+25
479	vit_relpos_medium_patch16_rpn_224.sw_in1k	87.269	12.731	97.447	2.554	38.73	224	0.900	bicubic	+4.959	+1.475	-10
480	swin_tiny_patch4_window7_224.ms_in22k_ft_in1k	87.249	12.751	97.782	2.218	28.29	224	0.900	bicubic	+6.281	+1.768	+120
481	resnetrs101.tf_in1k	87.241	12.759	97.455	2.545	63.62	288	0.940	bicubic	+4.957	+1.441	-8
482	coatnext_nano_rw_224.sw_in1k	87.239	12.761	97.543	2.458	14.70	224	0.900	bicubic	+5.297	+1.627	+28
483	poolformer_m48.sail_in1k	87.237	12.763	97.318	2.682	73.47	224	0.950	bicubic	+4.755	+1.352	-35
484	regnety_160.tv2_in1k	87.234	12.765	97.461	2.539	83.59	224	0.965	bicubic	+4.593	+1.245	-64
485	tresnet_xl.miil_in1k	87.232	12.768	97.397	2.603	78.44	224	0.875	bilinear	+5.158	+1.471	+11
486	mixer_b16_224.miil_in21k_ft_in1k	87.230	12.770	97.414	2.586	59.88	224	0.875	bilinear	+4.924	+1.694	-16
487	xcit_tiny_12_p8_224.fb_dist_in1k	87.224	12.776	97.449	2.551	6.71	224	1.000	bicubic	+6.012	+1.847	+89
488	xcit_tiny_12_p16_384.fb_dist_in1k	87.209	12.791	97.466	2.534	6.72	384	1.000	bicubic	+6.271	+2.052	+114
489	convit_base.fb_in1k	87.209	12.791	97.284	2.716	86.54	224	0.875	bicubic	+4.919	+1.348	-17
490	resnetv2_50d_evos.ah_in1k	87.205	12.795	97.421	2.579	25.59	288	1.000	bicubic	+5.205	+1.521	+12
491	tf_efficientnet_b3.ap_in1k	87.190	12.810	97.382	2.618	12.23	300	0.904	bicubic	+5.364	+1.756	+26
492	resnet152.tv2_in1k	87.188	12.812	97.387	2.613	60.19	224	0.965	bilinear	+4.900	+1.383	-20
493	visformer_small.in1k	87.183	12.817	97.323	2.677	40.22	224	0.900	bicubic	+5.081	+1.625	0
494	vit_base_patch32_clip_224.openai_ft_in1k	87.179	12.821	97.466	2.534	88.22	224	0.900	bicubic	+5.249	+1.500	+18
495	vit_srelpos_medium_patch16_224.sw_in1k	87.177	12.823	97.310	2.690	38.74	224	0.900	bicubic	+4.937	+1.368	-18
496	focalnet_tiny_lrf.ms_in1k	87.175	12.825	97.370	2.630	28.65	224	0.900	bicubic	+5.021	+1.422	-7
497	crossvit_15_dagger_240.in1k	87.164	12.836	97.434	2.566	28.21	240	0.875	bicubic	+4.834	+1.474	-31
498	convnext_tiny_hnf.a2h_in1k	87.147	12.853	97.280	2.720	28.59	288	1.000	bicubic	+4.563	+1.272	-65
499	vit_relpos_medium_patch16_224.sw_in1k	87.145	12.855	97.500	2.500	38.75	224	0.900	bicubic	+4.683	+1.418	-50
500	swin_s3_tiny_224.ms_in1k	87.143	12.857	97.308	2.692	28.33	224	0.900	bicubic	+4.999	+1.354	-10
501	coatnet_0_rw_224.sw_in1k	87.128	12.872	97.233	2.767	27.44	224	0.950	bicubic	+4.738	+1.397	-46
502	xcit_small_24_p16_224.fb_in1k	87.119	12.881	97.267	2.733	47.67	224	1.000	bicubic	+4.539	+1.255	-67
503	swinv2_tiny_window8_256.ms_in1k	87.089	12.911	97.510	2.490	28.35	256	0.900	bicubic	+5.269	+1.516	+15
504	pit_s_distilled_224.in1k	87.081	12.919	97.365	2.635	24.04	224	0.900	bicubic	+5.273	+1.637	+14
505	ecaresnet50t.a1_in1k	87.081	12.919	97.122	2.878	25.57	288	1.000	bicubic	+4.953	+1.480	-12
506	xception41p.ra3_in1k	87.059	12.941	97.207	2.793	26.91	299	0.940	bicubic	+5.087	+1.411	-1
507	mobilevitv2_200.cvnets_in22k_ft_in1k	87.057	12.943	97.431	2.568	18.45	256	0.888	bicubic	+4.725	+1.490	-42
508	resnext50_32x4d.a1h_in1k	87.057	12.943	97.331	2.669	25.03	288	1.000	bicubic	+5.043	+1.397	-7
509	regnetz_b16.ra3_in1k	87.047	12.953	97.410	2.590	9.72	288	1.000	bicubic	+6.319	+1.890	+115
510	crossvit_15_240.in1k	87.044	12.956	97.423	2.577	27.53	240	0.875	bicubic	+5.510	+1.731	+31
511	convit_small.fb_in1k	87.042	12.958	97.350	2.650	27.78	224	0.875	bicubic	+5.622	+1.606	+44
512	gcresnet50t.ra2_in1k	87.029	12.970	97.391	2.609	25.90	288	1.000	bicubic	+5.573	+1.673	+39
513	tf_efficientnetv2_b3.in1k	87.027	12.973	97.301	2.699	14.36	300	0.904	bicubic	+5.057	+1.489	-6
514	xcit_small_12_p16_224.fb_in1k	87.012	12.988	97.239	2.761	26.25	224	1.000	bicubic	+5.042	+1.451	-8
515	poolformerv2_m36.sail_in1k	87.008	12.992	97.284	2.716	56.08	224	1.000	bicubic	+4.792	+1.452	-35
516	nest_tiny_jx.goog_in1k	87.006	12.994	97.378	2.622	17.06	224	0.875	bicubic	+5.580	+1.760	+36
517	deit_small_distilled_patch16_224.fb_in1k	87.006	12.994	97.320	2.679	22.44	224	0.900	bicubic	+5.788	+1.936	+56
518	deit3_small_patch16_224.fb_in1k	87.006	12.994	97.171	2.829	22.06	224	0.900	bicubic	+5.636	+1.715	+45
519	swinv2_cr_tiny_ns_224.sw_in1k	87.002	12.998	97.280	2.720	28.33	224	0.900	bicubic	+5.200	+1.462	+1
520	resnet101.a1_in1k	87.000	13.000	96.960	3.040	44.55	288	1.000	bicubic	+4.678	+1.328	-53
521	coatnet_nano_rw_224.sw_in1k	86.995	13.005	97.248	2.752	15.14	224	0.900	bicubic	+5.297	+1.602	+4
522	resnet152.a2_in1k	86.995	13.005	96.923	3.077	60.19	288	1.000	bicubic	+4.387	+0.795	-95
523	resmlp_36_224.fb_distilled_in1k	86.987	13.013	97.276	2.724	44.69	224	0.875	bicubic	+5.839	+1.798	+59
524	poolformer_m36.sail_in1k	86.955	13.045	97.141	2.859	56.17	224	0.950	bicubic	+4.853	+1.263	-30
525	mobilevitv2_175.cvnets_in22k_ft_in1k	86.951	13.050	97.335	2.665	14.25	256	0.888	bicubic	+5.013	+1.545	-14
526	resnet101.a2_in1k	86.942	13.058	96.990	3.010	44.55	288	1.000	bicubic	+4.706	+1.260	-48
527	regnety_032.tv2_in1k	86.940	13.060	97.410	2.590	19.44	224	0.965	bicubic	+5.184	+1.570	-4
528	xcit_large_24_p16_224.fb_in1k	86.940	13.060	96.923	3.077	189.10	224	1.000	bicubic	+4.040	+1.037	-132
529	resnet101.tv2_in1k	86.936	13.065	97.248	2.752	44.55	224	0.965	bilinear	+5.046	+1.480	-15
530	xcit_medium_24_p16_224.fb_in1k	86.933	13.067	97.103	2.897	84.40	224	1.000	bicubic	+4.293	+1.119	-109
531	resnetv2_50.a1h_in1k	86.929	13.071	97.340	2.660	25.55	288	1.000	bicubic	+5.531	+1.614	+26
532	poolformerv2_s36.sail_in1k	86.923	13.077	97.353	2.647	30.79	224	1.000	bicubic	+5.355	+1.663	+4
533	tnt_s_patch16_224	86.914	13.086	97.361	2.639	23.76	224	0.900	bicubic	+5.378	+1.625	+7
534	vit_relpos_small_patch16_224.sw_in1k	86.891	13.109	97.489	2.511	21.98	224	0.900	bicubic	+5.429	+1.669	+16
535	vit_small_patch16_224.augreg_in21k_ft_in1k	86.867	13.133	97.609	2.391	22.05	224	0.900	bicubic	+5.483	+1.473	+24
536	vit_small_r26_s32_224.augreg_in21k_ft_in1k	86.863	13.137	97.528	2.472	36.43	224	0.900	bicubic	+4.999	+1.506	-21
537	resnet152.a1_in1k	86.861	13.139	96.793	3.207	60.19	288	1.000	bicubic	+4.129	+1.073	-127
538	ecaresnetlight.miil_in1k	86.852	13.148	97.508	2.492	30.16	288	0.950	bicubic	+5.444	+1.692	+18
539	resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k	86.846	13.154	97.521	2.479	194.03	224	0.875	bilinear	+5.004	+1.429	-23
540	tf_efficientnet_b3.aa_in1k	86.844	13.156	97.297	2.703	12.23	300	0.904	bicubic	+5.200	+1.575	-10
541	rexnet_200.nav_in1k	86.842	13.158	97.276	2.724	16.37	224	0.875	bicubic	+5.206	+1.612	-10
542	convmixer_1536_20.in1k	86.840	13.161	97.355	2.645	51.63	224	0.960	bicubic	+5.478	+1.741	+20
543	resnet50.fb_swsl_ig1b_ft_in1k	86.831	13.169	97.493	2.507	25.56	224	0.875	bilinear	+5.649	+1.501	+34
544	deit_base_patch16_224.fb_in1k	86.829	13.171	97.052	2.949	86.57	224	0.900	bicubic	+4.837	+1.316	-40
545	tresnet_m.miil_in1k_448	86.816	13.184	97.216	2.784	31.39	448	0.875	bilinear	+5.108	+1.642	-21
546	tf_efficientnet_lite4.in1k	86.801	13.199	97.265	2.735	13.01	380	0.920	bilinear	+5.269	+1.601	-4
547	coat_mini.in1k	86.799	13.201	97.156	2.844	10.34	224	0.900	bicubic	+5.529	+1.774	+22
548	resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k	86.795	13.205	97.472	2.528	88.79	224	0.875	bilinear	+5.189	+1.432	-15
549	eva02_tiny_patch14_336.mim_in22k_ft_in1k	86.786	13.214	97.269	2.731	5.76	336	1.000	bicubic	+6.156	+1.743	+84
550	seresnet50.ra2_in1k	86.778	13.223	97.361	2.639	28.09	288	0.950	bicubic	+5.493	+1.709	+18
551	vit_base_patch16_224.orig_in21k_ft_in1k	86.773	13.227	97.444	2.556	86.57	224	0.900	bicubic	+4.987	+1.320	-31
552	convnextv2_pico.fcmae_ft_in1k	86.773	13.227	97.331	2.669	9.07	288	0.950	bicubic	+5.687	+1.851	+41
553	regnetx_080.tv2_in1k	86.771	13.229	97.197	2.803	39.57	224	0.965	bicubic	+5.233	+1.655	-14
554	cs3darknet_l.c2ns_in1k	86.767	13.233	97.459	2.541	21.16	288	0.950	bicubic	+5.871	+1.797	+53
555	resnetaa50.a1h_in1k	86.763	13.237	97.391	2.609	25.56	288	1.000	bicubic	+5.149	+1.589	-23
556	tresnet_l.miil_in1k	86.763	13.237	97.273	2.727	55.99	224	0.875	bilinear	+5.283	+1.650	-8
557	resnet50d.ra2_in1k	86.760	13.239	97.372	2.628	25.58	288	0.950	bicubic	+5.404	+1.634	+6
558	ese_vovnet39b.ra_in1k	86.756	13.244	97.372	2.628	24.57	288	0.950	bicubic	+6.406	+2.006	+98
559	resnet50_gn.a1h_in1k	86.754	13.246	97.449	2.551	25.56	288	0.950	bicubic	+5.538	+1.821	+15
560	twins_svt_small.in1k	86.754	13.246	97.182	2.818	24.06	224	0.900	bicubic	+5.076	+1.522	-34
561	seresnet50.a1_in1k	86.746	13.255	96.951	3.049	28.09	288	1.000	bicubic	+5.644	+1.621	+27
562	mobilevitv2_150.cvnets_in22k_ft_in1k	86.743	13.257	97.214	2.786	10.59	256	0.888	bicubic	+5.255	+1.546	-16
563	crossvit_base_240.in1k	86.733	13.267	97.122	2.878	105.03	240	0.875	bicubic	+4.517	+1.198	-82
564	levit_256.fb_dist_in1k	86.731	13.269	97.254	2.746	18.89	224	0.900	bicubic	+5.217	+1.762	-20
565	levit_conv_256.fb_dist_in1k	86.726	13.274	97.256	2.744	18.89	224	0.900	bicubic	+5.206	+1.766	-23
566	ecaresnet50t.a2_in1k	86.726	13.274	97.081	2.919	25.57	288	1.000	bicubic	+5.068	+1.529	-37
567	cs3darknet_focus_l.c2ns_in1k	86.724	13.276	97.376	2.624	21.15	288	0.950	bicubic	+5.844	+1.694	+43
568	convnext_nano_ols.d1h_in1k	86.718	13.282	97.047	2.953	15.65	288	1.000	bicubic	+5.118	+1.411	-33
569	vit_srelpos_small_patch16_224.sw_in1k	86.707	13.293	97.252	2.748	21.97	224	0.900	bicubic	+5.615	+1.920	+21
570	resnet50.ram_in1k	86.699	13.301	97.199	2.801	25.56	288	0.950	bicubic	+6.723	+2.147	+112
571	halo2botnet50ts_256.a1h_in1k	86.688	13.312	97.098	2.902	22.64	256	0.950	bicubic	+4.626	+1.464	-74
572	pit_b_224.in1k	86.688	13.312	96.894	3.107	73.76	224	0.900	bicubic	+4.250	+1.178	-121
573	crossvit_small_240.in1k	86.686	13.314	97.273	2.727	26.86	240	0.875	bicubic	+5.670	+1.817	+22
574	resnet50d.a1_in1k	86.671	13.329	96.693	3.307	25.58	288	1.000	bicubic	+5.221	+1.475	-22
575	ecaresnet50d_pruned.miil_in1k	86.669	13.331	97.429	2.571	19.94	288	0.950	bicubic	+5.879	+1.859	+43
576	tf_efficientnet_b1.ns_jft_in1k	86.669	13.331	97.382	2.618	7.79	240	0.882	bicubic	+5.275	+1.646	-18
577	swin_tiny_patch4_window7_224.ms_in1k	86.658	13.342	97.203	2.797	28.29	224	0.900	bicubic	+5.282	+1.659	-17
578	poolformer_s36.sail_in1k	86.654	13.346	97.152	2.848	30.86	224	0.900	bicubic	+5.224	+1.708	-25
579	gernet_l.idstcv_in1k	86.643	13.357	97.188	2.812	31.08	256	0.875	bilinear	+5.289	+1.658	-15
580	efficientnet_el.ra_in1k	86.630	13.370	97.186	2.814	10.59	300	0.904	bicubic	+5.318	+1.650	-15
581	twins_pcpvt_small.in1k	86.620	13.380	97.344	2.656	24.11	224	0.900	bicubic	+5.524	+1.696	+8
582	resmlp_24_224.fb_distilled_in1k	86.615	13.385	97.137	2.863	30.02	224	0.875	bicubic	+5.859	+1.913	+39
583	gcresnext50ts.ch_in1k	86.609	13.391	97.188	2.812	15.67	288	1.000	bicubic	+5.377	+1.644	-13
584	resnet50.c2_in1k	86.605	13.395	97.338	2.662	25.56	288	1.000	bicubic	+5.735	+1.804	+28
585	nf_resnet50.ra2_in1k	86.592	13.408	97.295	2.705	25.56	288	0.940	bicubic	+5.952	+1.963	+47
586	resnest50d_4s2x40d.in1k	86.588	13.412	97.267	2.733	30.42	224	0.875	bicubic	+5.468	+1.707	-2
587	sebotnet33ts_256.a1h_in1k	86.585	13.415	96.791	3.209	13.70	256	0.940	bicubic	+5.419	+1.623	-8
588	repvgg_b3.rvgg_in1k	86.579	13.421	97.139	2.861	123.09	224	0.875	bilinear	+6.073	+1.885	+53
589	efficientnet_b3_pruned.in1k	86.577	13.423	97.184	2.816	9.86	300	0.904	bicubic	+5.725	+1.940	+25
590	wide_resnet50_2.tv2_in1k	86.570	13.430	97.248	2.752	68.88	224	0.965	bilinear	+4.964	+1.486	-56
591	sehalonet33ts.ra2_in1k	86.566	13.434	97.002	2.998	13.69	256	0.940	bicubic	+5.610	+1.726	+11
592	resnet50.a1_in1k	86.541	13.459	96.842	3.158	25.56	288	1.000	bicubic	+5.327	+1.740	-17
593	resnet50.c1_in1k	86.536	13.464	97.235	2.765	25.56	288	1.000	bicubic	+5.624	+1.683	+12
594	convnext_nano.d1h_in1k	86.536	13.464	97.182	2.818	15.59	288	1.000	bicubic	+5.054	+1.524	-46
595	xcit_tiny_24_p16_224.fb_dist_in1k	86.534	13.466	97.218	2.782	12.12	224	1.000	bicubic	+6.080	+2.000	+56
596	seresnet50.a2_in1k	86.519	13.481	96.987	3.013	28.09	288	1.000	bicubic	+5.413	+1.765	-10
597	vit_small_patch16_384.augreg_in1k	86.502	13.498	97.182	2.818	22.20	384	1.000	bicubic	+5.386	+1.608	-12
598	halonet50ts.a1h_in1k	86.487	13.513	97.148	2.852	22.73	256	0.940	bicubic	+4.827	+1.538	-71
599	resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k	86.485	13.515	97.474	2.526	44.18	224	0.875	bilinear	+5.561	+1.740	+6
600	maxvit_rmlp_pico_rw_256.sw_in1k	86.481	13.519	97.201	2.799	7.52	256	0.950	bicubic	+5.967	+1.987	+40
601	resnet152s.gluon_in1k	86.466	13.534	97.109	2.891	60.32	224	0.875	bicubic	+5.464	+1.699	-6
602	haloregnetz_b.ra3_in1k	86.466	13.534	96.947	3.053	11.68	224	0.940	bicubic	+5.418	+1.747	-8
603	mobilevitv2_200.cvnets_in1k	86.457	13.543	96.970	3.030	18.45	256	0.888	bicubic	+5.323	+1.608	-20
604	seresnet33ts.ra2_in1k	86.455	13.545	97.192	2.808	19.78	288	1.000	bicubic	+5.671	+1.830	+13
605	resnext50d_32x4d.bt_in1k	86.455	13.545	97.165	2.835	25.05	288	0.950	bicubic	+5.791	+1.745	+26
606	resnet50.d_in1k	86.455	13.545	97.056	2.944	25.56	288	1.000	bicubic	+5.483	+1.626	-5
607	resnet50.tv2_in1k	86.442	13.558	97.145	2.855	25.56	224	0.965	bilinear	+5.592	+1.711	+8
608	resnetv2_50x1_bit.goog_in21k_ft_in1k	86.440	13.560	97.605	2.396	25.55	448	1.000	bilinear	+6.100	+1.924	+48
609	resnet50.b1k_in1k	86.440	13.560	97.237	2.763	25.56	288	1.000	bicubic	+5.734	+1.805	+18
610	resnest50d_1s4x24d.in1k	86.432	13.568	97.152	2.848	25.68	224	0.875	bicubic	+5.444	+1.826	-13
611	poolformerv2_s24.sail_in1k	86.389	13.611	97.150	2.850	21.34	224	1.000	bicubic	+5.641	+1.840	+11
612	repvgg_b3g4.rvgg_in1k	86.368	13.632	97.047	2.953	83.83	224	0.875	bilinear	+6.152	+1.955	+60
613	regnety_016.tv2_in1k	86.365	13.634	97.188	2.812	11.20	224	0.965	bicubic	+5.697	+1.858	+17
614	darknetaa53.c2ns_in1k	86.361	13.639	97.160	2.840	36.02	288	1.000	bilinear	+5.859	+1.838	+28
615	efficientformer_l1.snap_dist_in1k	86.357	13.643	97.019	2.981	12.29	224	0.950	bicubic	+5.859	+2.031	+28
616	darknet53.c2ns_in1k	86.353	13.647	97.135	2.865	41.61	288	1.000	bicubic	+5.817	+1.701	+23
617	lamhalobotnet50ts_256.a1h_in1k	86.353	13.647	97.043	2.957	22.57	256	0.950	bicubic	+4.799	+1.553	-79
618	legacy_senet154.in1k	86.344	13.656	96.934	3.066	115.09	224	0.875	bilinear	+5.036	+1.442	-52
619	resnet50.a1h_in1k	86.340	13.660	97.058	2.942	25.56	224	1.000	bicubic	+5.664	+1.752	+9
620	cait_xxs36_224.fb_dist_in1k	86.329	13.671	97.118	2.882	17.30	224	1.000	bicubic	+6.583	+2.244	+79
621	tf_efficientnet_b3.in1k	86.323	13.677	96.966	3.034	12.23	300	0.904	bicubic	+5.445	+1.666	-10
622	gernet_m.idstcv_in1k	86.321	13.679	97.101	2.899	21.14	224	0.875	bilinear	+5.587	+1.915	+1
623	mobilevitv2_175.cvnets_in1k	86.321	13.679	96.985	3.015	14.25	256	0.888	bicubic	+5.461	+1.729	-10
624	resnet50d.a2_in1k	86.314	13.686	96.674	3.326	25.58	288	1.000	bicubic	+5.150	+1.590	-44
625	vit_small_patch32_384.augreg_in21k_ft_in1k	86.310	13.690	97.417	2.583	22.92	384	1.000	bicubic	+5.824	+1.821	+18
626	efficientnet_b2.ra_in1k	86.310	13.690	96.987	3.013	9.11	288	1.000	bicubic	+5.700	+1.673	+9
627	gcresnet33ts.ra2_in1k	86.304	13.696	97.058	2.942	19.88	288	1.000	bicubic	+5.704	+1.738	+8
628	pit_s_224.in1k	86.304	13.696	97.047	2.953	23.46	224	0.900	bicubic	+5.212	+1.477	-37
629	resnext50_32x4d.a1_in1k	86.284	13.716	96.710	3.290	25.03	288	1.000	bicubic	+4.818	+1.536	-80
630	resnext50_32x4d.a2_in1k	86.280	13.720	96.684	3.316	25.03	288	1.000	bicubic	+4.976	+1.588	-63
631	resnet50.b2k_in1k	86.272	13.729	97.071	2.929	25.56	288	1.000	bicubic	+5.818	+1.753	+19
632	senet154.gluon_in1k	86.272	13.729	96.957	3.042	115.09	224	0.875	bicubic	+5.046	+1.599	-61
633	resnext50_32x4d.tv2_in1k	86.269	13.731	97.054	2.946	25.03	224	0.965	bilinear	+5.087	+1.714	-55
634	eca_resnet33ts.ra2_in1k	86.257	13.743	97.150	2.850	19.68	288	1.000	bicubic	+5.585	+1.786	-5
635	resnest50d.in1k	86.248	13.752	97.069	2.931	27.48	224	0.875	bilinear	+5.284	+1.685	-34
636	gcvit_xxtiny.in1k	86.244	13.756	97.107	2.893	12.00	224	0.875	bicubic	+6.516	+2.027	+64
637	regnetx_032.tv2_in1k	86.244	13.756	97.092	2.908	15.30	224	0.965	bicubic	+5.318	+1.814	-33
638	vit_base_patch16_384.augreg_in1k	86.229	13.771	96.964	3.036	86.86	384	1.000	bicubic	+5.127	+1.844	-51
639	convmixer_768_32.in1k	86.220	13.780	97.037	2.963	21.11	224	0.960	bicubic	+6.052	+1.963	+35
640	cspdarknet53.ra_in1k	86.190	13.810	97.007	2.993	27.64	256	0.887	bilinear	+6.128	+1.927	+39
641	efficientnet_el_pruned.in1k	86.186	13.814	97.028	2.972	10.59	300	0.904	bicubic	+5.886	+1.806	+22
642	tresnet_m.miil_in1k	86.186	13.814	96.667	3.333	31.39	224	0.875	bilinear	+5.388	+1.811	-25
643	rexnet_150.nav_in1k	86.171	13.829	97.060	2.940	9.73	224	0.875	bicubic	+5.847	+1.886	+17
644	inception_v4.tf_in1k	86.163	13.837	96.921	3.079	42.68	299	0.875	bicubic	+6.007	+1.953	+33
645	inception_resnet_v2.tf_in1k	86.131	13.869	97.045	2.955	55.84	299	0.897	bicubic	+5.669	+1.737	+3
646	xcit_tiny_12_p8_224.fb_in1k	86.114	13.886	97.088	2.912	6.71	224	1.000	bicubic	+6.425	+2.378	+58
647	resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k	86.101	13.899	97.212	2.788	25.03	224	0.875	bilinear	+5.763	+1.814	+12
648	res2net101d.in1k	86.099	13.901	96.851	3.149	45.23	224	0.875	bilinear	+4.875	+1.499	-76
649	resnet50.a2_in1k	86.097	13.903	96.701	3.299	25.56	288	1.000	bicubic	+5.325	+1.713	-29
650	tf_efficientnet_el.in1k	86.082	13.918	96.953	3.047	10.59	300	0.904	bicubic	+5.830	+1.835	+16
651	mobilevitv2_150.cvnets_in1k	86.082	13.918	96.857	3.143	10.59	256	0.888	bicubic	+5.712	+1.783	+5
652	cspresnext50.ra_in1k	86.077	13.923	97.107	2.893	20.57	256	0.887	bilinear	+5.521	+1.785	-15
653	convnext_pico_ols.d1_in1k	86.067	13.933	97.017	2.983	9.06	288	1.000	bicubic	+5.603	+1.771	-6
654	resnet101s.gluon_in1k	86.064	13.936	97.032	2.968	44.67	224	0.875	bicubic	+5.762	+1.882	+8
655	edgenext_small_rw.sw_in1k	86.054	13.946	96.928	3.072	7.83	320	1.000	bicubic	+5.596	+1.738	-6
656	lambda_resnet50ts.a1h_in1k	86.047	13.953	96.742	3.258	21.54	256	0.950	bicubic	+4.891	+1.644	-75
657	seresnext101_32x4d.gluon_in1k	86.026	13.974	96.972	3.027	48.96	224	0.875	bicubic	+5.134	+1.676	-48
658	poolformer_s24.sail_in1k	86.013	13.987	97.032	2.968	21.39	224	0.900	bicubic	+5.717	+1.960	+6
659	convnext_pico.d1_in1k	86.013	13.987	96.934	3.066	9.05	288	0.950	bicubic	+5.599	+1.884	-5
660	resnetblur50.bt_in1k	85.996	14.004	96.985	3.015	25.56	288	0.950	bicubic	+5.762	+1.751	+10
661	tf_efficientnet_b2.ap_in1k	85.981	14.019	96.812	3.188	9.11	260	0.890	bicubic	+5.673	+1.784	0
662	ecaresnet26t.ra2_in1k	85.979	14.021	97.041	2.959	16.01	320	0.950	bicubic	+6.129	+1.951	+28
663	resnet152.a3_in1k	85.979	14.021	96.851	3.149	60.19	224	0.950	bicubic	+5.433	+1.851	-25
664	seresnext101_64x4d.gluon_in1k	85.973	14.027	96.981	3.019	88.23	224	0.875	bicubic	+5.077	+1.685	-56
665	efficientformerv2_s1.snap_dist_in1k	85.962	14.038	96.870	3.130	6.19	224	0.950	bicubic	+6.274	+1.816	+40
666	vit_base_patch32_224.augreg_in21k_ft_in1k	85.956	14.044	97.128	2.872	88.22	224	0.900	bicubic	+5.240	+1.562	-41
667	resnext50_32x4d.ra_in1k	85.932	14.068	97.037	2.963	25.03	288	0.950	bicubic	+5.234	+1.647	-40
668	fbnetv3_d.ra2_in1k	85.930	14.070	97.026	2.974	10.31	256	0.950	bilinear	+6.248	+2.082	+38
669	resnet152d.gluon_in1k	85.919	14.081	96.814	3.186	60.21	224	0.875	bicubic	+5.443	+1.612	-23
670	vit_large_patch32_384.orig_in21k_ft_in1k	85.911	14.089	97.372	2.628	306.63	384	1.000	bicubic	+4.401	+1.282	-125
671	tf_efficientnet_b2.aa_in1k	85.896	14.104	96.864	3.136	9.11	260	0.890	bicubic	+5.812	+1.958	+7
672	tf_efficientnetv2_b2.in1k	85.885	14.115	96.889	3.111	10.10	260	0.890	bicubic	+5.691	+1.847	+1
673	vit_base_patch16_224.sam_in1k	85.872	14.128	96.691	3.309	86.57	224	0.900	bicubic	+5.628	+1.935	-4
674	resnet101d.gluon_in1k	85.864	14.136	96.674	3.326	44.57	224	0.875	bicubic	+5.438	+1.650	-22
675	repvgg_b2g4.rvgg_in1k	85.862	14.138	96.804	3.196	61.76	224	0.875	bilinear	+6.480	+2.128	+51
676	mixnet_xl.ra_in1k	85.804	14.196	96.716	3.284	11.90	224	0.875	bicubic	+5.322	+1.780	-31
677	inception_resnet_v2.tf_ens_adv_in1k	85.763	14.237	96.759	3.241	55.84	299	0.897	bicubic	+5.785	+1.813	+4
678	tf_efficientnet_lite3.in1k	85.757	14.243	96.891	3.109	8.20	300	0.904	bilinear	+5.949	+1.979	+19
679	resnext101_32x4d.gluon_in1k	85.753	14.247	96.637	3.363	44.18	224	0.875	bicubic	+5.413	+1.707	-21
680	xcit_tiny_24_p16_224.fb_in1k	85.746	14.254	96.932	3.068	12.12	224	1.000	bicubic	+6.298	+2.054	+42
681	legacy_seresnext101_32x4d.in1k	85.742	14.258	96.772	3.228	48.96	224	0.875	bilinear	+5.512	+1.746	-10
682	resnet101.a3_in1k	85.740	14.260	96.496	3.504	44.55	224	0.950	bicubic	+5.926	+1.890	+14
683	res2net50d.in1k	85.729	14.271	96.763	3.237	25.72	224	0.875	bilinear	+5.475	+1.727	-18
684	regnety_320.pycls_in1k	85.729	14.271	96.723	3.277	145.05	224	0.875	bicubic	+4.921	+1.485	-67
685	cspresnet50.ra_in1k	85.725	14.275	96.802	3.198	21.62	256	0.887	bilinear	+6.135	+2.090	+27
686	resmlp_big_24_224.fb_in1k	85.701	14.299	96.426	3.574	129.14	224	0.875	bicubic	+4.665	+1.408	-92
687	resnext101_64x4d.gluon_in1k	85.693	14.307	96.641	3.358	83.46	224	0.875	bicubic	+5.093	+1.649	-51
688	resnet33ts.ra2_in1k	85.691	14.309	96.755	3.245	19.68	288	1.000	bicubic	+5.965	+1.927	+13
689	xception71.tf_in1k	85.689	14.311	96.774	3.226	42.34	299	0.903	bicubic	+5.817	+1.846	-2
690	resnet50.ra_in1k	85.674	14.326	96.889	3.111	25.56	288	0.950	bicubic	+5.838	+1.923	+3
691	ecaresnet50t.a3_in1k	85.674	14.326	96.727	3.273	25.57	224	0.950	bicubic	+6.122	+2.033	+25
692	deit_small_patch16_224.fb_in1k	85.672	14.328	96.911	3.089	22.05	224	0.900	bicubic	+5.828	+1.867	-1
693	dpn107.mx_in1k	85.672	14.328	96.757	3.243	86.92	224	0.875	bicubic	+5.504	+1.815	-18
694	efficientnet_em.ra2_in1k	85.667	14.333	96.947	3.053	6.90	240	0.882	bicubic	+6.427	+2.153	+46
695	efficientnet_b2_pruned.in1k	85.644	14.356	96.742	3.258	8.31	260	0.890	bicubic	+5.724	+1.890	-12
696	resmlp_36_224.fb_in1k	85.623	14.377	96.795	3.205	44.69	224	0.875	bicubic	+5.850	+1.911	+2
697	mobilevitv2_125.cvnets_in1k	85.578	14.422	96.665	3.335	7.48	256	0.888	bicubic	+5.898	+1.807	+10
698	resnet50.bt_in1k	85.576	14.425	96.832	3.168	25.56	288	0.950	bicubic	+5.936	+1.940	+12
699	levit_conv_192.fb_dist_in1k	85.571	14.429	96.742	3.258	10.95	224	0.900	bicubic	+5.733	+1.964	-7
700	resnet32ts.ra2_in1k	85.569	14.431	96.866	3.134	17.96	288	1.000	bicubic	+6.177	+2.214	+24
701	levit_192.fb_dist_in1k	85.569	14.431	96.740	3.260	10.95	224	0.900	bicubic	+5.731	+1.956	-7
702	resnet152c.gluon_in1k	85.567	14.433	96.644	3.356	60.21	224	0.875	bicubic	+5.657	+1.800	-18
703	pit_xs_distilled_224.in1k	85.565	14.435	96.686	3.314	11.00	224	0.900	bicubic	+6.385	+2.324	+42
704	tf_efficientnetv2_b1.in1k	85.556	14.444	96.731	3.269	8.14	240	0.882	bicubic	+6.094	+2.009	+17
705	regnety_120.pycls_in1k	85.550	14.450	96.776	3.224	51.82	224	0.875	bicubic	+5.164	+1.648	-51
706	fbnetv3_b.ra2_in1k	85.520	14.480	96.857	3.143	8.60	256	0.950	bilinear	+6.378	+2.115	+41
707	regnetx_320.pycls_in1k	85.520	14.480	96.671	3.329	107.81	224	0.875	bicubic	+5.274	+1.649	-39
708	convnextv2_femto.fcmae_ft_in1k	85.503	14.497	96.806	3.194	5.23	288	0.950	bicubic	+6.165	+2.246	+22
709	nf_regnet_b1.ra2_in1k	85.503	14.497	96.789	3.211	10.22	288	0.900	bicubic	+6.197	+2.049	+23
710	dpn92.mx_in1k	85.503	14.497	96.650	3.350	37.67	224	0.875	bicubic	+5.465	+1.790	-29
711	regnety_160.pycls_in1k	85.490	14.510	96.616	3.384	83.59	224	0.875	bicubic	+5.192	+1.654	-47
712	resnet152.gluon_in1k	85.479	14.521	96.550	3.450	60.19	224	0.875	bicubic	+5.785	+1.814	-9
713	resnetrs50.tf_in1k	85.475	14.525	96.731	3.269	35.69	224	0.910	bicubic	+5.579	+1.759	-27
714	rexnet_130.nav_in1k	85.469	14.531	96.680	3.320	7.56	224	0.875	bicubic	+5.965	+2.002	+3
715	dpn131.mx_in1k	85.450	14.550	96.620	3.380	79.25	224	0.875	bicubic	+5.636	+1.920	-20
716	regnetx_160.pycls_in1k	85.396	14.604	96.650	3.350	54.28	224	0.875	bicubic	+5.530	+1.822	-27
717	tf_efficientnet_b2.in1k	85.396	14.604	96.586	3.414	9.11	260	0.890	bicubic	+5.792	+1.872	-6
718	convnext_tiny.fb_in22k_ft_in1k	85.381	14.619	96.804	3.196	28.59	288	1.000	bicubic	+6.483	+2.130	+43
719	dla102x2.in1k	85.375	14.625	96.629	3.371	41.28	224	0.875	bilinear	+5.931	+1.991	+4
720	dpn98.mx_in1k	85.351	14.649	96.511	3.489	61.57	224	0.875	bicubic	+5.681	+1.857	-12
721	regnetx_016.tv2_in1k	85.349	14.651	96.817	3.183	9.19	224	0.965	bicubic	+5.913	+2.049	+2
722	gmlp_s16_224.ra3_in1k	85.349	14.651	96.644	3.356	19.42	224	0.875	bicubic	+5.705	+2.022	-12
723	botnet26t_256.c1_in1k	85.332	14.668	96.631	3.369	12.49	256	0.950	bicubic	+6.076	+2.097	+16
724	seresnext50_32x4d.gluon_in1k	85.328	14.672	96.669	3.331	27.56	224	0.875	bicubic	+5.418	+1.845	-39
725	skresnext50_32x4d.ra_in1k	85.328	14.672	96.390	3.610	27.48	224	0.875	bicubic	+5.166	+1.750	-49
726	xception65.tf_in1k	85.315	14.685	96.644	3.356	39.92	299	0.903	bicubic	+5.759	+1.990	-12
727	resnet101c.gluon_in1k	85.306	14.694	96.411	3.589	44.57	224	0.875	bicubic	+5.764	+1.825	-11
728	lambda_resnet26t.c1_in1k	85.298	14.702	96.721	3.280	10.96	256	0.940	bicubic	+6.210	+2.130	+22
729	resnext50_32x4d.a3_in1k	85.298	14.702	96.328	3.672	25.03	224	0.950	bicubic	+6.030	+2.022	+9
730	regnety_064.pycls_in1k	85.283	14.717	96.648	3.352	30.58	224	0.875	bicubic	+5.569	+1.882	-28
731	resnet34d.ra2_in1k	85.272	14.728	96.701	3.299	21.82	288	0.950	bicubic	+6.836	+2.357	+62
732	coat_lite_mini.in1k	85.272	14.728	96.686	3.314	11.01	224	0.900	bicubic	+6.170	+2.078	+18
733	resmlp_24_224.fb_in1k	85.264	14.736	96.490	3.510	30.02	224	0.875	bicubic	+5.890	+1.944	-6
734	convnext_femto_ols.d1_in1k	85.253	14.747	96.772	3.228	5.23	288	0.950	bicubic	+6.329	+2.246	+26
735	cait_xxs24_224.fb_dist_in1k	85.238	14.762	96.714	3.286	11.96	224	1.000	bicubic	+6.854	+2.398	+66
736	regnety_080.pycls_in1k	85.238	14.762	96.639	3.361	39.18	224	0.875	bicubic	+5.370	+1.807	-48
737	pvt_v2_b1.in1k	85.210	14.790	96.629	3.371	14.01	224	0.900	bicubic	+6.508	+2.127	+41
738	xcit_tiny_12_p16_224.fb_dist_in1k	85.200	14.800	96.597	3.403	6.72	224	1.000	bicubic	+6.626	+2.399	+44
739	halonet26t.a1h_in1k	85.193	14.807	96.454	3.546	12.48	256	0.950	bicubic	+6.087	+2.148	+9
740	inception_v3.gluon_in1k	85.189	14.811	96.535	3.465	23.83	299	0.875	bicubic	+6.383	+2.161	+28
741	resnext101_32x8d.tv_in1k	85.189	14.811	96.456	3.544	88.79	224	0.875	bilinear	+5.879	+1.936	-9
742	convnext_femto.d1_in1k	85.163	14.837	96.704	3.296	5.22	288	0.950	bicubic	+6.447	+2.273	+34
743	resnet101.gluon_in1k	85.163	14.837	96.366	3.634	44.55	224	0.875	bicubic	+5.853	+1.844	-12
744	hrnet_w48.ms_in1k	85.155	14.845	96.490	3.510	77.47	224	0.875	bilinear	+5.853	+1.974	-10
745	regnetx_120.pycls_in1k	85.138	14.862	96.475	3.525	46.11	224	0.875	bicubic	+5.550	+1.733	-32
746	eca_halonext26ts.c1_in1k	85.131	14.869	96.580	3.420	10.76	256	0.940	bicubic	+5.645	+1.980	-28
747	resnet50.am_in1k	85.131	14.869	96.569	3.431	25.56	224	0.875	bicubic	+6.133	+2.173	+8
748	tf_efficientnet_b1.ap_in1k	85.131	14.869	96.407	3.593	7.79	240	0.882	bicubic	+5.851	+2.099	-12
749	eca_botnext26ts_256.c1_in1k	85.121	14.879	96.511	3.489	10.59	256	0.950	bicubic	+5.853	+1.905	-12
750	legacy_xception.tf_in1k	85.121	14.879	96.469	3.531	22.86	299	0.897	bicubic	+6.081	+2.087	+4
751	hrnet_w64.ms_in1k	85.112	14.888	96.738	3.262	128.06	224	0.875	bilinear	+5.638	+2.092	-31
752	resnet50.fb_ssl_yfcc100m_ft_in1k	85.102	14.899	96.859	3.141	25.56	224	0.875	bilinear	+5.868	+2.033	-11
753	lambda_resnet26rpt_256.c1_in1k	85.099	14.901	96.565	3.435	10.99	256	0.940	bicubic	+6.131	+2.127	+3
754	res2net101_26w_4s.in1k	85.097	14.903	96.381	3.619	45.21	224	0.875	bilinear	+5.895	+1.945	-10
755	tf_efficientnet_cc_b1_8e.in1k	85.065	14.935	96.428	3.572	39.72	240	0.882	bicubic	+5.763	+2.054	-20
756	dpn68b.ra_in1k	85.061	14.939	96.449	3.551	12.61	288	1.000	bicubic	+5.699	+2.011	-28
757	resnest26d.gluon_in1k	85.016	14.984	96.639	3.361	17.07	224	0.875	bilinear	+6.532	+2.345	+33
758	xcit_nano_12_p8_384.fb_dist_in1k	85.014	14.986	96.629	3.371	3.05	384	1.000	bicubic	+7.194	+2.589	+79
759	resnext50_32x4d.gluon_in1k	85.005	14.995	96.428	3.572	25.03	224	0.875	bicubic	+5.645	+1.998	-30
760	tf_efficientnet_b0.ns_jft_in1k	84.999	15.001	96.505	3.495	5.29	224	0.875	bicubic	+6.329	+2.131	+20
761	coat_tiny.in1k	84.971	15.029	96.422	3.578	5.50	224	0.900	bicubic	+6.545	+2.374	+35
762	regnety_040.pycls_in1k	84.956	15.044	96.612	3.388	20.65	224	0.875	bicubic	+5.724	+1.956	-20
763	dla169.in1k	84.929	15.071	96.537	3.463	53.39	224	0.875	bilinear	+6.221	+2.191	+14
764	tf_efficientnet_b1.aa_in1k	84.918	15.082	96.364	3.636	7.79	240	0.882	bicubic	+6.088	+2.166	+2
765	resnet50d.a3_in1k	84.903	15.097	96.285	3.715	25.58	224	0.950	bicubic	+6.181	+2.049	+9
766	legacy_seresnext50_32x4d.in1k	84.897	15.103	96.428	3.572	27.56	224	0.875	bilinear	+5.821	+1.996	-14
767	mobilevitv2_100.cvnets_in1k	84.894	15.106	96.388	3.612	4.90	256	0.888	bicubic	+6.818	+2.218	+53
768	hrnet_w44.ms_in1k	84.884	15.116	96.428	3.572	67.06	224	0.875	bilinear	+5.992	+2.064	-6
769	regnety_008_tv.tv2_in1k	84.879	15.120	96.637	3.363	6.43	224	0.965	bicubic	+6.205	+2.251	+10
770	resnet50s.gluon_in1k	84.879	15.120	96.439	3.561	25.68	224	0.875	bicubic	+6.161	+2.197	+5
771	regnetx_080.pycls_in1k	84.865	15.136	96.432	3.568	39.57	224	0.875	bicubic	+5.663	+1.880	-28
772	visformer_tiny.in1k	84.847	15.153	96.507	3.493	10.32	224	0.900	bicubic	+6.685	+2.343	+42
773	levit_conv_128.fb_dist_in1k	84.847	15.153	96.353	3.647	9.21	224	0.900	bicubic	+6.353	+2.345	+15
774	levit_128.fb_dist_in1k	84.845	15.155	96.353	3.647	9.21	224	0.900	bicubic	+6.355	+2.341	+15
775	resnet50d.gluon_in1k	84.837	15.163	96.398	3.602	25.58	224	0.875	bicubic	+5.759	+1.930	-25
776	res2net50_26w_8s.in1k	84.837	15.163	96.355	3.645	48.40	224	0.875	bilinear	+5.895	+2.061	-17
777	dla60_res2next.in1k	84.830	15.170	96.405	3.595	17.03	224	0.875	bilinear	+6.396	+2.261	+18
778	vit_tiny_patch16_384.augreg_in21k_ft_in1k	84.824	15.176	96.714	3.286	5.79	384	1.000	bicubic	+6.400	+2.174	+18
779	resnet152.tv_in1k	84.824	15.176	96.238	3.762	60.19	224	0.875	bilinear	+6.502	+2.190	+27
780	dla60_res2net.in1k	84.822	15.178	96.479	3.521	20.85	224	0.875	bilinear	+6.360	+2.277	+12
781	resnet26t.ra2_in1k	84.822	15.178	96.388	3.612	16.01	320	1.000	bicubic	+6.490	+2.264	+23
782	mixnet_l.ft_in1k	84.818	15.182	96.328	3.672	7.33	224	0.875	bicubic	+5.852	+2.148	-25
783	dla102x.in1k	84.807	15.193	96.552	3.448	26.31	224	0.875	bilinear	+6.309	+2.316	+3
784	hrnet_w18.ms_aug_in1k	84.785	15.214	96.462	3.538	21.30	224	0.950	bilinear	+6.659	+2.410	+33
785	xception41.tf_in1k	84.785	15.214	96.411	3.589	26.97	299	0.903	bicubic	+6.281	+2.135	0
786	pit_xs_224.in1k	84.781	15.219	96.499	3.502	10.62	224	0.900	bicubic	+6.601	+2.335	+27
787	regnetx_064.pycls_in1k	84.771	15.229	96.494	3.506	26.21	224	0.875	bicubic	+5.705	+2.036	-34
788	resnet34.a1_in1k	84.762	15.238	96.227	3.773	21.80	288	1.000	bicubic	+6.844	+3.313	+43
789	poolformerv2_s12.sail_in1k	84.756	15.244	96.373	3.627	11.89	224	1.000	bicubic	+6.752	+2.508	+36
790	gcresnext26ts.ch_in1k	84.756	15.244	96.293	3.707	10.48	288	1.000	bicubic	+6.342	+2.123	+10
791	hrnet_w40.ms_in1k	84.745	15.255	96.552	3.448	57.56	224	0.875	bilinear	+5.815	+2.088	-32
792	repvgg_b2.rvgg_in1k	84.726	15.274	96.471	3.529	89.02	224	0.875	bilinear	+5.934	+2.051	-22
793	res2net50_26w_6s.in1k	84.726	15.274	96.281	3.719	37.05	224	0.875	bilinear	+6.158	+2.159	-10
794	resmlp_12_224.fb_distilled_in1k	84.719	15.281	96.225	3.775	15.35	224	0.875	bicubic	+6.765	+2.665	+35
795	vit_base_patch32_384.augreg_in1k	84.717	15.283	96.326	3.674	88.30	384	1.000	bicubic	+5.965	+2.102	-23
796	legacy_seresnet152.in1k	84.709	15.291	96.424	3.576	66.82	224	0.875	bilinear	+6.049	+2.054	-15
797	cs3darknet_m.c2ns_in1k	84.694	15.306	96.486	3.514	9.31	288	0.950	bicubic	+7.060	+2.470	+47
798	SelecSls60b.in1k	84.662	15.338	96.300	3.700	32.77	224	0.875	bicubic	+6.248	+2.266	0
799	bat_resnext26ts.ch_in1k	84.653	15.347	96.268	3.732	10.73	256	0.900	bicubic	+6.401	+2.170	+9
800	hrnet_w32.ms_in1k	84.649	15.351	96.417	3.583	41.23	224	0.875	bilinear	+6.205	+2.229	-7
801	seresnext26d_32x4d.bt_in1k	84.642	15.357	96.261	3.739	16.81	288	0.950	bicubic	+5.829	+2.022	-34
802	tf_efficientnetv2_b0.in1k	84.625	15.375	96.279	3.721	7.14	224	0.875	bicubic	+6.267	+2.265	+1
803	efficientnet_b1.ft_in1k	84.611	15.389	96.334	3.666	7.79	256	1.000	bicubic	+5.811	+1.992	-34
804	regnetx_040.pycls_in1k	84.604	15.396	96.379	3.621	22.12	224	0.875	bicubic	+6.112	+2.137	-16
805	regnety_032.pycls_in1k	84.600	15.400	96.417	3.583	19.44	224	0.875	bicubic	+5.724	+2.009	-42
806	vit_relpos_base_patch32_plus_rpn_256.sw_in1k	84.598	15.402	96.014	3.986	119.42	256	0.900	bicubic	+5.114	+1.876	-87
807	seresnext26t_32x4d.bt_in1k	84.589	15.411	96.381	3.619	16.81	288	0.950	bicubic	+5.845	+2.069	-34
808	hrnet_w30.ms_in1k	84.583	15.417	96.381	3.619	37.71	224	0.875	bilinear	+6.391	+2.159	+3
809	efficientnet_es.ra_in1k	84.583	15.417	96.304	3.696	5.44	224	0.875	bicubic	+6.529	+2.380	+13
810	tf_mixnet_l.in1k	84.572	15.428	96.244	3.756	7.33	224	0.875	bicubic	+5.796	+2.242	-39
811	wide_resnet101_2.tv_in1k	84.549	15.451	96.351	3.649	126.89	224	0.875	bilinear	+5.711	+2.069	-46
812	vit_small_patch16_224.augreg_in1k	84.531	15.469	96.272	3.728	22.05	224	0.900	bicubic	+5.685	+1.984	-48
813	dla60x.in1k	84.529	15.471	96.289	3.711	17.35	224	0.875	bilinear	+6.289	+2.255	-2
814	legacy_seresnet101.in1k	84.499	15.501	96.326	3.674	49.33	224	0.875	bilinear	+6.113	+2.064	-14
815	cs3darknet_focus_m.c2ns_in1k	84.482	15.518	96.417	3.583	9.30	288	0.950	bicubic	+7.198	+2.451	+48
816	seresnext26ts.ch_in1k	84.482	15.518	96.319	3.681	10.39	288	1.000	bicubic	+6.210	+2.225	-10
817	resnet50.a3_in1k	84.482	15.518	96.003	3.997	25.56	224	0.950	bicubic	+6.434	+2.223	+6
818	tf_efficientnet_b1.in1k	84.478	15.522	96.076	3.924	7.79	240	0.882	bicubic	+5.918	+1.982	-34
819	coat_lite_tiny.in1k	84.459	15.541	96.383	3.617	5.72	224	0.900	bicubic	+6.939	+2.461	+30
820	tf_efficientnet_em.in1k	84.453	15.547	96.185	3.815	6.90	240	0.882	bicubic	+6.331	+2.139	-2
821	wide_resnet50_2.tv_in1k	84.429	15.571	96.259	3.741	68.88	224	0.875	bilinear	+5.949	+2.173	-30
822	repvgg_b1.rvgg_in1k	84.420	15.580	96.217	3.783	57.42	224	0.875	bilinear	+6.052	+2.121	-20
823	efficientnet_b1_pruned.in1k	84.391	15.610	96.140	3.860	6.33	240	0.882	bicubic	+6.148	+2.248	-13
824	vit_base_patch16_224.augreg_in1k	84.388	15.612	96.042	3.958	86.57	224	0.900	bicubic	+5.234	+1.952	-78
825	res2net50_26w_4s.in1k	84.359	15.642	96.091	3.909	25.70	224	0.875	bilinear	+6.409	+2.239	+5
826	hardcorenas_f.miil_green_in1k	84.320	15.680	96.025	3.975	8.20	224	0.875	bilinear	+6.222	+2.219	-7
827	res2net50_14w_8s.in1k	84.311	15.688	96.076	3.924	25.06	224	0.875	bilinear	+6.153	+2.230	-11
828	SelecSls60.in1k	84.284	15.716	96.097	3.903	30.67	224	0.875	bicubic	+6.300	+2.265	0
829	mobilevit_s.cvnets_in1k	84.275	15.725	96.259	3.741	5.58	256	0.900	bicubic	+5.963	+2.115	-23
830	regnetx_032.pycls_in1k	84.245	15.755	96.242	3.758	15.30	224	0.875	bicubic	+6.077	+2.160	-16
831	ese_vovnet19b_dw.ra_in1k	84.226	15.774	96.259	3.741	6.54	288	0.950	bicubic	+6.482	+2.471	+9
832	eca_resnext26ts.ch_in1k	84.224	15.776	96.191	3.809	10.30	288	1.000	bicubic	+6.224	+2.265	-6
833	convnextv2_atto.fcmae_ft_in1k	84.224	15.776	96.059	3.941	3.71	288	0.950	bicubic	+6.464	+2.333	+7
834	convnext_atto_ols.a2_in1k	84.220	15.780	96.217	3.783	3.70	288	0.950	bicubic	+7.004	+2.541	+32
835	resnet50c.gluon_in1k	84.216	15.784	96.163	3.837	25.58	224	0.875	bicubic	+6.204	+2.175	-10
836	res2next50.in1k	84.213	15.787	96.001	3.999	24.67	224	0.875	bilinear	+5.971	+2.165	-27
837	dla102.in1k	84.183	15.817	96.206	3.794	33.27	224	0.875	bilinear	+6.161	+2.274	-13
838	densenetblur121d.ra_in1k	84.171	15.829	96.240	3.760	8.00	288	0.950	bicubic	+6.851	+2.450	+20
839	rexnet_100.nav_in1k	84.158	15.842	96.247	3.753	4.80	224	0.875	bicubic	+6.296	+2.603	-5
840	inception_v3.tf_in1k	84.147	15.853	95.913	4.087	23.83	299	0.875	bicubic	+6.285	+2.047	-4
841	convnext_atto.d2_in1k	84.141	15.859	96.200	3.800	3.70	288	0.950	bicubic	+7.133	+2.498	+35
842	res2net50_48w_2s.in1k	84.117	15.883	95.963	4.037	25.29	224	0.875	bilinear	+6.603	+2.411	+9
843	xcit_tiny_12_p16_224.fb_in1k	84.111	15.889	96.236	3.764	6.72	224	1.000	bicubic	+6.971	+2.520	+27
844	tf_efficientnet_lite2.in1k	84.085	15.915	96.076	3.924	6.09	260	0.890	bicubic	+6.621	+2.326	+8
845	poolformer_s12.sail_in1k	84.045	15.955	96.178	3.822	11.92	224	0.900	bicubic	+6.811	+2.646	+20
846	resnet34.a2_in1k	84.045	15.955	95.924	4.076	21.80	288	1.000	bicubic	+6.887	+2.650	+23
847	efficientnet_b0.ra_in1k	84.034	15.966	95.965	4.035	5.29	224	0.875	bicubic	+6.340	+2.433	-6
848	crossvit_9_dagger_240.in1k	84.015	15.985	96.084	3.916	8.78	240	0.875	bicubic	+7.035	+2.464	+29
849	tf_efficientnet_cc_b0_8e.in1k	83.974	16.026	96.067	3.933	24.01	224	0.875	bicubic	+6.068	+2.407	-16
850	hardcorenas_e.miil_green_in1k	83.968	16.032	95.898	4.101	8.07	224	0.875	bilinear	+6.184	+2.201	-12
851	gmixer_24_224.ra3_in1k	83.966	16.034	95.854	4.146	24.72	224	0.875	bicubic	+5.940	+2.186	-28
852	regnety_016.pycls_in1k	83.963	16.037	96.005	3.995	11.20	224	0.875	bicubic	+6.102	+2.287	-17
853	resnext50_32x4d.tv_in1k	83.947	16.053	95.967	4.033	25.03	224	0.875	bilinear	+6.329	+2.271	-8
854	resnet50.gluon_in1k	83.940	16.060	96.018	3.982	25.56	224	0.875	bicubic	+6.360	+2.300	-6
855	densenet161.tv_in1k	83.910	16.090	96.022	3.978	28.68	224	0.875	bicubic	+6.552	+2.380	+2
856	inception_v3.tf_adv_in1k	83.897	16.103	95.937	4.063	23.83	299	0.875	bicubic	+6.305	+2.207	-10
857	mobilenetv2_120d.ra_in1k	83.897	16.103	95.903	4.097	5.83	224	0.875	bicubic	+6.595	+2.399	+3
858	resnet101.tv_in1k	83.857	16.143	95.888	4.112	44.55	224	0.875	bilinear	+6.481	+2.346	-2
859	tinynet_a.in1k	83.825	16.175	95.817	4.183	6.19	192	0.875	bicubic	+6.167	+2.277	-17
860	resnet26d.bt_in1k	83.791	16.209	95.960	4.040	16.01	288	0.950	bicubic	+6.383	+2.322	-5
861	dpn68b.mx_in1k	83.788	16.212	95.980	4.020	12.61	224	0.875	bicubic	+6.270	+2.128	-11
862	hardcorenas_d.miil_green_in1k	83.767	16.233	95.743	4.257	7.50	224	0.875	bilinear	+6.327	+2.253	-9
863	inception_v3.tv_in1k	83.765	16.235	95.886	4.114	23.83	299	0.875	bicubic	+6.331	+2.412	-9
864	xcit_nano_12_p8_224.fb_dist_in1k	83.737	16.263	95.954	4.046	3.05	224	1.000	bicubic	+7.405	+2.860	+35
865	dla60.in1k	83.712	16.288	95.928	4.072	22.04	224	0.875	bilinear	+6.666	+2.610	+9
866	repvgg_b1g4.rvgg_in1k	83.699	16.301	96.027	3.973	39.97	224	0.875	bilinear	+6.117	+2.191	-19
867	resnext26ts.ra2_in1k	83.699	16.301	95.982	4.018	10.30	288	1.000	bicubic	+6.525	+2.518	0
868	convmixer_1024_20_ks9_p14.in1k	83.682	16.318	95.884	4.116	24.38	224	0.960	bicubic	+6.746	+2.534	+11
869	legacy_seresnet50.in1k	83.669	16.331	95.984	4.016	28.09	224	0.875	bilinear	+6.025	+2.226	-26
870	regnetx_008.tv2_in1k	83.669	16.331	95.975	4.025	7.26	224	0.965	bicubic	+6.365	+2.309	-11
871	tf_efficientnet_b0.ap_in1k	83.652	16.348	95.785	4.215	5.29	224	0.875	bicubic	+6.562	+2.523	+1
872	skresnet34.ra_in1k	83.645	16.355	95.928	4.072	22.28	224	0.875	bicubic	+6.735	+2.784	+9
873	tf_efficientnet_cc_b0_4e.in1k	83.643	16.357	95.738	4.262	13.31	224	0.875	bicubic	+6.341	+2.402	-12
874	seresnet50.a3_in1k	83.618	16.382	95.713	4.287	28.09	224	0.950	bicubic	+6.590	+2.639	+1
875	densenet121.ra_in1k	83.598	16.402	96.052	3.948	7.98	288	0.950	bicubic	+7.098	+2.684	+19
876	resmlp_12_224.fb_in1k	83.569	16.431	95.760	4.240	15.35	224	0.875	bicubic	+6.921	+2.582	+9
877	densenet201.tv_in1k	83.554	16.446	95.809	4.191	20.01	224	0.875	bicubic	+6.268	+2.329	-15
878	mobilenetv3_large_100.miil_in21k_ft_in1k	83.554	16.446	95.452	4.548	5.48	224	0.875	bilinear	+5.636	+1.686	-46
879	mixnet_m.ft_in1k	83.532	16.468	95.687	4.313	5.01	224	0.875	bicubic	+6.274	+2.269	-15
880	legacy_seresnext26_32x4d.in1k	83.524	16.476	95.709	4.292	16.79	224	0.875	bicubic	+6.416	+2.395	-9
881	gernet_s.idstcv_in1k	83.513	16.487	95.798	4.202	8.17	224	0.875	bilinear	+6.603	+2.482	+1
882	tf_efficientnet_b0.aa_in1k	83.502	16.498	95.706	4.294	5.29	224	0.875	bicubic	+6.668	+2.486	+1
883	hrnet_w18.ms_in1k	83.494	16.506	95.909	4.091	21.30	224	0.875	bilinear	+6.742	+2.465	+1
884	resnet34.bt_in1k	83.468	16.532	95.963	4.037	21.80	288	0.950	bicubic	+6.988	+2.609	+11
885	SelecSls42b.in1k	83.449	16.551	95.736	4.264	32.46	224	0.875	bicubic	+6.279	+2.344	-17
886	efficientformerv2_s0.snap_dist_in1k	83.398	16.602	95.817	4.183	3.60	224	0.950	bicubic	+7.280	+2.957	+16
887	hardcorenas_c.miil_green_in1k	83.353	16.647	95.713	4.287	5.52	224	0.875	bilinear	+6.295	+2.545	-14
888	tf_efficientnet_lite1.in1k	83.338	16.662	95.647	4.353	5.42	240	0.882	bicubic	+6.694	+2.417	-2
889	dpn68.mx_in1k	83.195	16.805	95.617	4.383	12.61	224	0.875	bicubic	+6.849	+2.609	+9
890	tf_mixnet_m.in1k	83.189	16.811	95.469	4.531	5.01	224	0.875	bicubic	+6.235	+2.315	-12
891	regnetx_016.pycls_in1k	83.180	16.820	95.740	4.260	9.19	224	0.875	bicubic	+6.256	+2.325	-11
892	tf_efficientnet_es.in1k	83.180	16.820	95.583	4.417	5.44	224	0.875	bicubic	+6.580	+2.381	-4
893	xcit_nano_12_p16_384.fb_dist_in1k	83.174	16.826	95.755	4.245	3.05	384	1.000	bicubic	+7.716	+3.059	+23
894	mobilenetv2_140.ra_in1k	83.174	16.826	95.687	4.313	6.11	224	0.875	bicubic	+6.654	+2.821	-1
895	levit_128s.fb_dist_in1k	83.052	16.948	95.533	4.467	7.78	224	0.900	bicubic	+6.526	+2.661	-4
896	levit_conv_128s.fb_dist_in1k	83.046	16.954	95.536	4.464	7.78	224	0.900	bicubic	+6.526	+2.550	-3
897	repvgg_a2.rvgg_in1k	82.994	17.006	95.593	4.407	28.21	224	0.875	bilinear	+6.536	+2.591	-1
898	resnet50.tv_in1k	82.960	17.040	95.472	4.529	25.56	224	0.875	bilinear	+6.830	+2.614	+3
899	resnet26.bt_in1k	82.917	17.083	95.726	4.274	16.00	288	0.950	bicubic	+6.551	+2.546	-2
900	hardcorenas_b.miil_green_in1k	82.870	17.130	95.395	4.605	5.18	224	0.875	bilinear	+6.334	+2.635	-11
901	mobilevitv2_075.cvnets_in1k	82.796	17.204	95.570	4.430	2.87	256	0.888	bicubic	+7.188	+2.826	+11
902	densenet169.tv_in1k	82.689	17.311	95.604	4.396	14.15	224	0.875	bicubic	+6.789	+2.576	+5
903	vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k	82.680	17.320	95.845	4.155	6.36	384	1.000	bicubic	+6.718	+2.581	+2
904	regnety_004.tv2_in1k	82.642	17.358	95.499	4.501	4.34	224	0.965	bicubic	+7.044	+2.803	+9
905	edgenext_x_small.in1k	82.580	17.420	95.459	4.541	2.34	288	1.000	bicubic	+6.892	+2.693	+4
906	tf_efficientnet_b0.in1k	82.563	17.437	95.418	4.582	5.29	224	0.875	bicubic	+6.031	+2.410	-16
907	mixnet_s.ft_in1k	82.518	17.482	95.363	4.637	4.13	224	0.875	bicubic	+6.524	+2.093	-3
908	vit_small_patch32_224.augreg_in21k_ft_in1k	82.516	17.484	95.664	4.336	22.88	224	0.900	bicubic	+6.522	+2.866	-5
909	regnety_008.pycls_in1k	82.482	17.518	95.491	4.509	6.26	224	0.875	bicubic	+6.180	+2.431	-9
910	efficientnet_lite0.ra_in1k	82.373	17.627	95.296	4.704	4.65	224	0.875	bicubic	+6.893	+2.774	+6
911	resnest14d.gluon_in1k	82.356	17.644	95.337	4.663	10.61	224	0.875	bilinear	+6.846	+2.833	+4
912	hardcorenas_a.miil_green_in1k	82.328	17.672	95.296	4.704	5.26	224	0.875	bilinear	+6.398	+2.786	-6
913	efficientnet_es_pruned.in1k	82.298	17.702	95.296	4.704	5.44	224	0.875	bicubic	+7.284	+2.850	+13
914	mobilenetv3_rw.rmsp_in1k	82.264	17.736	95.234	4.766	5.48	224	0.875	bicubic	+6.644	+2.531	-3
915	semnasnet_100.rmsp_in1k	82.260	17.740	95.222	4.778	3.89	224	0.875	bicubic	+6.810	+2.628	+4
916	mobilenetv3_large_100.ra_in1k	82.181	17.819	95.190	4.810	5.48	224	0.875	bicubic	+6.415	+2.652	-8
917	vit_tiny_patch16_224.augreg_in21k_ft_in1k	82.076	17.924	95.474	4.526	5.72	224	0.900	bicubic	+6.622	+2.630	0
918	mobilenetv2_110d.ra_in1k	82.076	17.924	95.072	4.928	4.52	224	0.875	bicubic	+7.020	+2.886	+7
919	tf_mixnet_s.in1k	82.036	17.964	95.126	4.874	4.13	224	0.875	bicubic	+6.384	+2.490	-9
920	repvgg_b0.rvgg_in1k	82.001	17.999	95.104	4.896	15.82	224	0.875	bilinear	+6.859	+2.688	+1
921	deit_tiny_distilled_patch16_224.fb_in1k	81.993	18.007	95.138	4.862	5.91	224	0.900	bicubic	+7.493	+3.246	+16
922	mixer_b16_224.goog_in21k_ft_in1k	81.976	18.024	94.451	5.549	59.88	224	0.875	bicubic	+5.374	+2.227	-35
923	hrnet_w18_small_v2.ms_in1k	81.972	18.029	95.160	4.840	15.60	224	0.875	bilinear	+6.858	+2.746	0
924	tf_efficientnet_lite0.in1k	81.948	18.052	95.160	4.840	4.65	224	0.875	bicubic	+7.118	+2.988	+5
925	tinynet_b.in1k	81.880	18.120	94.876	5.124	3.73	188	0.875	bicubic	+6.902	+2.690	+2
926	tf_mobilenetv3_large_100.in1k	81.843	18.157	95.062	4.938	5.48	224	0.875	bilinear	+6.327	+2.468	-12
927	pit_ti_distilled_224.in1k	81.779	18.221	95.096	4.904	5.10	224	0.900	bicubic	+7.525	+3.142	+11
928	densenet121.tv_in1k	81.732	18.268	95.036	4.964	7.98	224	0.875	bicubic	+6.968	+2.882	+3
929	regnety_006.pycls_in1k	81.715	18.285	95.115	4.885	6.06	224	0.875	bicubic	+6.445	+2.589	-9
930	regnetx_004_tv.tv2_in1k	81.681	18.319	95.062	4.938	5.50	224	0.965	bicubic	+7.085	+2.884	+5
931	resnet18d.ra2_in1k	81.679	18.321	95.076	4.923	11.71	288	0.950	bicubic	+7.885	+3.239	+15
932	dla34.in1k	81.666	18.334	94.867	5.133	15.74	224	0.875	bilinear	+7.028	+2.803	+1
933	xcit_nano_12_p8_224.fb_in1k	81.647	18.353	95.271	4.729	3.05	224	1.000	bicubic	+7.731	+3.101	+11
934	crossvit_9_240.in1k	81.615	18.385	94.978	5.022	8.55	240	0.875	bicubic	+7.657	+3.010	+9
935	fbnetc_100.rmsp_in1k	81.562	18.438	94.970	5.030	5.57	224	0.875	bilinear	+6.432	+2.582	-13
936	mobilevit_xs.cvnets_in1k	81.549	18.451	95.025	4.975	2.32	256	0.900	bicubic	+6.913	+2.679	-2
937	legacy_seresnet34.in1k	81.540	18.460	94.893	5.107	21.96	224	0.875	bilinear	+6.732	+2.767	-7
938	regnetx_008.pycls_in1k	81.485	18.515	95.051	4.949	7.26	224	0.875	bicubic	+6.455	+2.713	-13
939	resnet34.gluon_in1k	81.483	18.517	94.801	5.199	21.80	224	0.875	bicubic	+6.905	+2.817	-3
940	mnasnet_100.rmsp_in1k	81.446	18.554	94.914	5.086	4.38	224	0.875	bicubic	+6.796	+2.790	-8
941	vgg19_bn.tv_in1k	81.438	18.562	94.771	5.229	143.68	224	0.875	bilinear	+7.222	+2.927	-2
942	vit_base_patch32_224.augreg_in1k	81.143	18.857	94.427	5.572	88.22	224	0.900	bicubic	+6.249	+2.649	-14
943	convit_tiny.fb_in1k	81.126	18.874	95.036	4.964	5.71	224	0.875	bicubic	+8.014	+3.324	+10
944	crossvit_tiny_240.in1k	81.092	18.908	94.983	5.017	7.01	240	0.875	bicubic	+7.756	+3.075	+6
945	resnet18.a1_in1k	81.041	18.959	94.357	5.643	11.69	288	1.000	bicubic	+7.883	+3.331	+7
946	spnasnet_100.rmsp_in1k	80.880	19.119	94.528	5.472	4.42	224	0.875	bilinear	+6.794	+2.708	-6
947	resnet34.a3_in1k	80.816	19.184	94.355	5.645	21.80	224	0.950	bicubic	+7.846	+3.247	+10
948	ghostnet_100.in1k	80.705	19.295	94.293	5.707	5.18	224	0.875	bilinear	+6.723	+2.827	-6
949	regnety_004.pycls_in1k	80.652	19.348	94.682	5.318	4.34	224	0.875	bicubic	+6.624	+2.932	-8
950	skresnet18.ra_in1k	80.648	19.352	94.378	5.622	11.96	224	0.875	bicubic	+7.610	+3.206	+4
951	regnetx_006.pycls_in1k	80.639	19.361	94.530	5.470	6.20	224	0.875	bicubic	+6.771	+2.852	-6
952	pit_ti_224.in1k	80.597	19.404	94.618	5.383	4.85	224	0.900	bicubic	+7.687	+3.218	+6
953	resnet18.fb_swsl_ig1b_ft_in1k	80.586	19.414	94.737	5.263	11.69	224	0.875	bilinear	+7.304	+3.005	-2
954	vgg16_bn.tv_in1k	80.571	19.429	94.600	5.400	138.37	224	0.875	bilinear	+7.201	+3.086	-5
955	semnasnet_075.rmsp_in1k	80.481	19.519	94.317	5.684	2.91	224	0.875	bicubic	+7.489	+3.178	0
956	resnet34.tv_in1k	80.383	19.617	94.430	5.570	21.80	224	0.875	bilinear
957	resnet18.a2_in1k	80.306	19.694	94.101	5.899	11.69	288	1.000	bicubic	+7.934	+3.505	+5
958	mobilenetv2_100.ra_in1k	80.253	19.747	94.186	5.814	3.50	224	0.875	bicubic	+7.277	+3.176	-2
959	xcit_nano_12_p16_224.fb_dist_in1k	80.238	19.762	94.353	5.647	3.05	224	1.000	bicubic	+7.928	+3.493	+5
960	vit_base_patch32_224.sam_in1k	80.214	19.786	93.823	6.177	88.22	224	0.900	bicubic	+6.520	+2.809	-13
961	resnet18.fb_ssl_yfcc100m_ft_in1k	80.084	19.916	94.592	5.408	11.69	224	0.875	bilinear	+7.490	+3.174	-2
962	tf_mobilenetv3_large_075.in1k	80.084	19.916	94.184	5.816	3.99	224	0.875	bilinear	+6.652	+2.832	-14
963	deit_tiny_patch16_224.fb_in1k	80.011	19.988	94.447	5.553	5.72	224	0.900	bicubic	+7.840	+3.335	+4
964	hrnet_w18_small.ms_in1k	79.550	20.450	93.906	6.093	13.19	224	0.875	bilinear	+7.212	+3.228	-1
965	vgg19.tv_in1k	79.484	20.516	93.868	6.132	143.67	224	0.875	bilinear	+7.106	+2.994	-4
966	regnetx_004.pycls_in1k	79.412	20.588	93.849	6.151	5.16	224	0.875	bicubic	+7.014	+3.021	-6
967	tf_mobilenetv3_large_minimal_100.in1k	79.232	20.768	93.702	6.298	3.92	224	0.875	bilinear	+6.974	+3.064	-2
968	edgenext_xx_small.in1k	79.175	20.825	93.819	6.181	1.33	288	1.000	bicubic	+7.297	+3.267	+2
969	legacy_seresnet18.in1k	79.166	20.834	93.776	6.224	11.78	224	0.875	bicubic	+7.400	+3.444	+3
970	resnet14t.c3_in1k	79.140	20.860	93.567	6.433	10.08	224	0.950	bicubic	+6.886	+3.265	-4
971	vgg16.tv_in1k	79.038	20.962	93.644	6.356	138.36	224	0.875	bilinear	+7.446	+3.260	+2
972	vgg13_bn.tv_in1k	78.995	21.005	93.661	6.339	133.05	224	0.875	bilinear	+7.407	+3.283	+2
973	vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k	78.991	21.009	93.898	6.102	6.34	224	0.900	bicubic	+7.193	+3.074	-2
974	lcnet_100.ra2_in1k	78.897	21.103	93.548	6.452	2.95	224	0.875	bicubic	+6.801	+3.186	-6
975	pvt_v2_b0.in1k	78.756	21.244	93.836	6.164	3.67	224	0.900	bicubic	+8.096	+3.640	+2
976	tinynet_c.in1k	78.444	21.556	93.127	6.873	2.46	184	0.875	bicubic	+7.204	+3.393	-1
977	resnet18.gluon_in1k	78.372	21.628	93.129	6.871	11.69	224	0.875	bicubic	+7.534	+3.375	-1
978	mobilevitv2_050.cvnets_in1k	78.114	21.887	93.571	6.429	1.37	256	0.888	bicubic	+7.975	+3.651	+2
979	vgg11_bn.tv_in1k	77.956	22.044	93.232	6.768	132.87	224	0.875	bilinear	+7.573	+3.424	-1
980	xcit_nano_12_p16_224.fb_in1k	77.904	22.096	93.437	6.563	3.05	224	1.000	bicubic	+7.942	+3.675	+1
981	regnety_002.pycls_in1k	77.420	22.580	92.905	7.095	3.16	224	0.875	bicubic	+7.142	+3.377	-2
982	resnet18.tv_in1k	77.287	22.713	92.747	7.253	11.69	224	0.875	bilinear	+7.527	+3.677	+1
983	mixer_l16_224.goog_in21k_ft_in1k	77.279	22.721	90.584	9.416	208.20	224	0.875	bicubic	+5.225	+2.910	-14
984	vgg13.tv_in1k	77.227	22.773	92.692	7.308	133.05	224	0.875	bilinear	+7.295	+3.442	-2
985	mobilevit_xxs.cvnets_in1k	76.604	23.396	92.675	7.325	1.27	256	0.900	bicubic	+7.672	+3.733	0
986	resnet18.a3_in1k	76.454	23.546	92.233	7.767	11.69	224	0.950	bicubic	+8.200	+4.057	+3
987	vgg11.tv_in1k	76.384	23.616	92.156	7.844	132.86	224	0.875	bilinear	+7.362	+3.532	-3
988	resnet10t.c3_in1k	76.173	23.827	92.222	7.778	5.44	224	0.950	bicubic	+7.815	+4.182	0
989	regnetx_002.pycls_in1k	76.124	23.876	92.194	7.806	2.68	224	0.875	bicubic	+7.378	+3.658	-2
990	lcnet_075.ra2_in1k	76.036	23.964	92.060	7.940	2.36	224	0.875	bicubic	+7.254	+3.700	-4
991	dla60x_c.in1k	75.622	24.378	92.169	7.831	1.32	224	0.875	bilinear	+7.724	+3.747	0
992	mobilenetv3_small_100.lamb_in1k	74.913	25.087	91.492	8.508	2.54	224	0.875	bicubic	+7.257	+3.856	0
993	tf_mobilenetv3_small_100.in1k	74.721	25.279	91.261	8.739	2.54	224	0.875	bilinear	+6.803	+3.587	-3
994	tinynet_d.in1k	74.290	25.710	90.917	9.083	2.34	152	0.875	bicubic	+7.316	+3.855	-1
995	mnasnet_small.lamb_in1k	73.801	26.199	90.732	9.268	2.03	224	0.875	bicubic	+7.605	+4.228	-1
996	dla46x_c.in1k	73.649	26.351	91.090	8.910	1.07	224	0.875	bilinear	+7.661	+4.110	-1
997	mobilenetv2_050.lamb_in1k	73.463	26.537	90.322	9.678	1.97	224	0.875	bicubic	+7.513	+4.234	-1
998	tf_mobilenetv3_small_075.in1k	72.804	27.196	90.046	9.954	2.04	224	0.875	bilinear	+7.076	+3.920	-1
999	dla46_c.in1k	72.622	27.378	90.503	9.497	1.30	224	0.875	bilinear	+7.750	+4.205	0
1000	mobilenetv3_small_075.lamb_in1k	72.312	27.688	89.668	10.332	2.04	224	0.875	bicubic	+7.079	+4.222	-2
1001	lcnet_050.ra2_in1k	70.423	29.577	88.838	11.162	1.88	224	0.875	bicubic	+7.303	+4.452	-1
1002	tf_mobilenetv3_small_minimal_100.in1k	70.098	29.902	88.516	11.485	2.04	224	0.875	bilinear	+7.208	+4.276	-1
1003	tinynet_e.in1k	66.806	33.194	86.280	13.720	2.04	106	0.875	bicubic	+6.940	+4.516	-1
1004	mobilenetv3_small_050.lamb_in1k	64.695	35.305	84.854	15.146	1.59	224	0.875	bicubic	+6.785	+4.674	-1