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

1	model	top1	top1_err	top5	top5_err	param_count	img_size	crop_pct	interpolation
2	eva_giant_patch14_560.m30m_ft_in22k_in1k	89.796	10.204	98.992	1.008	1,014.45	560	1.000	bicubic
3	eva_giant_patch14_336.m30m_ft_in22k_in1k	89.568	10.432	98.952	1.048	1,013.01	336	1.000	bicubic
4	eva_giant_patch14_336.clip_ft_in1k	89.476	10.524	98.824	1.176	1,013.01	336	1.000	bicubic
5	eva_large_patch14_336.in22k_ft_in22k_in1k	89.204	10.796	98.850	1.150	304.53	336	1.000	bicubic
6	eva_giant_patch14_224.clip_ft_in1k	89.100	10.900	98.716	1.284	1,012.56	224	1.000	bicubic
7	eva_large_patch14_336.in22k_ft_in1k	88.664	11.336	98.720	1.280	304.53	336	1.000	bicubic
8	beit_large_patch16_512.in22k_ft_in22k_in1k	88.598	11.402	98.656	1.344	305.67	512	1.000	bicubic
9	eva_large_patch14_196.in22k_ft_in22k_in1k	88.586	11.414	98.656	1.344	304.14	196	1.000	bicubic
10	vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k	88.574	11.426	98.660	1.340	632.46	336	1.000	bicubic
11	maxvit_xlarge_tf_512.in21k_ft_in1k	88.538	11.462	98.644	1.356	475.77	512	1.000	bicubic
12	beit_large_patch16_384.in22k_ft_in22k_in1k	88.404	11.596	98.608	1.392	305.00	384	1.000	bicubic
13	beitv2_large_patch16_224.in1k_ft_in22k_in1k	88.386	11.614	98.598	1.402	304.43	224	0.950	bicubic
14	tf_efficientnet_l2.ns_jft_in1k	88.352	11.648	98.650	1.350	480.31	800	0.960	bicubic
15	maxvit_xlarge_tf_384.in21k_ft_in1k	88.306	11.694	98.544	1.456	475.32	384	1.000	bicubic
16	vit_large_patch14_clip_336.openai_ft_in12k_in1k	88.266	11.734	98.532	1.468	304.53	336	1.000	bicubic
17	vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k	88.246	11.754	98.550	1.450	632.05	224	1.000	bicubic
18	tf_efficientnet_l2.ns_jft_in1k_475	88.234	11.766	98.546	1.454	480.31	475	0.936	bicubic
19	maxvit_large_tf_512.in21k_ft_in1k	88.218	11.782	98.598	1.402	212.33	512	1.000	bicubic
20	maxvit_base_tf_512.in21k_ft_in1k	88.212	11.788	98.532	1.468	119.88	512	1.000	bicubic
21	vit_large_patch14_clip_336.laion2b_ft_in12k_in1k	88.182	11.818	98.572	1.428	304.53	336	1.000	bicubic
22	vit_large_patch14_clip_224.openai_ft_in12k_in1k	88.168	11.832	98.544	1.456	304.20	224	1.000	bicubic
23	maxvit_large_tf_384.in21k_ft_in1k	87.992	12.008	98.566	1.434	212.03	384	1.000	bicubic
24	eva_large_patch14_196.in22k_ft_in1k	87.938	12.062	98.492	1.508	304.14	196	1.000	bicubic
25	maxvit_base_tf_384.in21k_ft_in1k	87.922	12.078	98.542	1.458	119.65	384	1.000	bicubic
26	vit_large_patch14_clip_224.laion2b_ft_in12k_in1k	87.890	12.110	98.410	1.590	304.20	224	1.000	bicubic
27	vit_large_patch14_clip_224.openai_ft_in1k	87.852	12.148	98.428	1.572	304.20	224	1.000	bicubic
28	vit_large_patch14_clip_336.laion2b_ft_in1k	87.848	12.152	98.370	1.630	304.53	336	1.000	bicubic
29	convnext_xlarge.fb_in22k_ft_in1k_384	87.748	12.252	98.554	1.446	350.20	384	1.000	bicubic
30	deit3_large_patch16_384_in21ft1k	87.716	12.284	98.512	1.488	304.76	384	1.000	bicubic
31	vit_huge_patch14_clip_224.laion2b_ft_in1k	87.594	12.406	98.220	1.780	632.05	224	1.000	bicubic
32	beit_large_patch16_224.in22k_ft_in22k_in1k	87.476	12.524	98.304	1.696	304.43	224	0.900	bicubic
33	convnext_large.fb_in22k_ft_in1k_384	87.472	12.528	98.386	1.614	197.77	384	1.000	bicubic
34	swinv2_large_window12to24_192to384_22kft1k	87.458	12.542	98.252	1.748	196.74	384	1.000	bicubic
35	convnext_xlarge.fb_in22k_ft_in1k	87.338	12.662	98.328	1.672	350.20	288	1.000	bicubic
36	vit_large_patch14_clip_224.laion2b_ft_in1k	87.292	12.708	98.246	1.754	304.20	224	1.000	bicubic
37	vit_base_patch16_clip_384.laion2b_ft_in12k_in1k	87.218	12.782	98.034	1.966	86.86	384	1.000	bicubic
38	deit3_huge_patch14_224_in21ft1k	87.184	12.816	98.260	1.740	632.13	224	1.000	bicubic
39	swin_large_patch4_window12_384	87.148	12.852	98.234	1.766	196.74	384	1.000	bicubic
40	swinv2_base_window12to24_192to384_22kft1k	87.108	12.892	98.236	1.764	87.92	384	1.000	bicubic
41	vit_large_patch16_384.augreg_in21k_ft_in1k	87.080	12.920	98.300	1.700	304.72	384	1.000	bicubic
42	volo_d5_512	87.044	12.956	97.968	2.032	296.09	512	1.150	bicubic
43	vit_base_patch16_clip_384.openai_ft_in12k_in1k	87.034	12.966	98.180	1.820	86.86	384	0.950	bicubic
44	convnext_large.fb_in22k_ft_in1k	87.016	12.984	98.206	1.794	197.77	288	1.000	bicubic
45	deit3_large_patch16_224_in21ft1k	86.978	13.022	98.238	1.762	304.37	224	1.000	bicubic
46	volo_d5_448	86.954	13.046	97.938	2.062	295.91	448	1.150	bicubic
47	swinv2_large_window12to16_192to256_22kft1k	86.936	13.064	98.108	1.892	196.74	256	0.900	bicubic
48	tf_efficientnet_b7.ns_jft_in1k	86.840	13.160	98.094	1.906	66.35	600	0.949	bicubic
49	tf_efficientnetv2_l.in21k_ft_in1k	86.806	13.194	98.134	1.866	118.52	480	1.000	bicubic
50	beit_base_patch16_384.in22k_ft_in22k_in1k	86.800	13.200	98.138	1.862	86.74	384	1.000	bicubic
51	convnext_base.fb_in22k_ft_in1k_384	86.794	13.206	98.264	1.736	88.59	384	1.000	bicubic
52	volo_d4_448	86.790	13.210	97.882	2.118	193.41	448	1.150	bicubic
53	tf_efficientnetv2_xl.in21k_ft_in1k	86.748	13.252	98.018	1.982	208.12	512	1.000	bicubic
54	deit3_base_patch16_384_in21ft1k	86.744	13.256	98.112	1.888	86.88	384	1.000	bicubic
55	vit_base_patch16_clip_384.laion2b_ft_in1k	86.620	13.380	98.010	1.990	86.86	384	1.000	bicubic
56	maxvit_base_tf_512.in1k	86.598	13.402	97.920	2.080	119.88	512	1.000	bicubic
57	maxvit_large_tf_512.in1k	86.518	13.482	97.884	2.116	212.33	512	1.000	bicubic
58	volo_d3_448	86.494	13.506	97.710	2.290	86.63	448	1.000	bicubic
59	cait_m48_448	86.484	13.516	97.754	2.246	356.46	448	1.000	bicubic
60	beitv2_base_patch16_224.in1k_ft_in22k_in1k	86.480	13.520	98.048	1.952	86.53	224	0.900	bicubic
61	tf_efficientnet_b6.ns_jft_in1k	86.452	13.548	97.882	2.118	43.04	528	0.942	bicubic
62	swin_base_patch4_window12_384	86.432	13.568	98.058	1.942	87.90	384	1.000	bicubic
63	swin_large_patch4_window7_224	86.320	13.680	97.896	2.104	196.53	224	0.900	bicubic
64	maxvit_base_tf_384.in1k	86.294	13.706	97.804	2.196	119.65	384	1.000	bicubic
65	convnext_base.fb_in22k_ft_in1k	86.280	13.720	98.090	1.910	88.59	288	1.000	bicubic
66	swinv2_base_window12to16_192to256_22kft1k	86.274	13.726	97.896	2.104	87.92	256	0.900	bicubic
67	maxvit_large_tf_384.in1k	86.236	13.764	97.690	2.310	212.03	384	1.000	bicubic
68	vit_base_patch8_224.augreg2_in21k_ft_in1k	86.212	13.788	97.832	2.168	86.58	224	0.900	bicubic
69	vit_base_patch16_clip_384.openai_ft_in1k	86.206	13.794	97.874	2.126	86.86	384	1.000	bicubic
70	vit_large_r50_s32_384.augreg_in21k_ft_in1k	86.184	13.816	97.918	2.082	329.09	384	1.000	bicubic
71	vit_base_patch16_clip_224.laion2b_ft_in12k_in1k	86.170	13.830	97.754	2.246	86.57	224	0.950	bicubic
72	dm_nfnet_f6	86.144	13.856	97.730	2.270	438.36	576	0.956	bicubic
73	maxvit_small_tf_512.in1k	86.088	13.912	97.758	2.242	69.13	512	1.000	bicubic
74	tf_efficientnet_b5.ns_jft_in1k	86.088	13.912	97.752	2.248	30.39	456	0.934	bicubic
75	volo_d5_224	86.068	13.932	97.578	2.422	295.46	224	0.960	bicubic
76	cait_m36_384	86.054	13.946	97.730	2.270	271.22	384	1.000	bicubic
77	volo_d2_384	86.036	13.964	97.572	2.428	58.87	384	1.000	bicubic
78	vit_base_patch16_384.augreg_in21k_ft_in1k	86.006	13.994	98.000	2.000	86.86	384	1.000	bicubic
79	tf_efficientnetv2_m.in21k_ft_in1k	86.004	13.996	97.942	2.058	54.14	480	1.000	bicubic
80	xcit_large_24_p8_384_dist	86.000	14.000	97.686	2.314	188.93	384	1.000	bicubic
81	vit_base_patch16_clip_224.openai_ft_in12k_in1k	85.930	14.070	97.724	2.276	86.57	224	0.950	bicubic
82	efficientnet_b5.in12k_ft_in1k	85.888	14.112	97.732	2.268	30.39	448	1.000	bicubic
83	volo_d4_224	85.872	14.128	97.468	2.532	192.96	224	0.960	bicubic
84	vit_large_patch16_224.augreg_in21k_ft_in1k	85.842	14.158	97.824	2.176	304.33	224	0.900	bicubic
85	xcit_medium_24_p8_384_dist	85.816	14.184	97.592	2.408	84.32	384	1.000	bicubic
86	dm_nfnet_f5	85.814	14.186	97.488	2.512	377.21	544	0.954	bicubic
87	deit3_large_patch16_384	85.810	14.190	97.596	2.404	304.76	384	1.000	bicubic
88	vit_base_patch8_224.augreg_in21k_ft_in1k	85.796	14.204	97.790	2.210	86.58	224	0.900	bicubic
89	vit_base_patch32_clip_448.laion2b_ft_in12k_in1k	85.784	14.216	97.634	2.366	88.34	448	1.000	bicubic
90	convnext_small.fb_in22k_ft_in1k_384	85.778	14.222	97.892	2.108	50.22	384	1.000	bicubic
91	xcit_large_24_p16_384_dist	85.754	14.246	97.538	2.462	189.10	384	1.000	bicubic
92	deit3_base_patch16_224_in21ft1k	85.714	14.286	97.744	2.256	86.59	224	1.000	bicubic
93	dm_nfnet_f4	85.714	14.286	97.520	2.480	316.07	512	0.951	bicubic
94	tf_efficientnetv2_l.in1k	85.670	14.330	97.474	2.526	118.52	480	1.000	bicubic
95	maxvit_tiny_tf_512.in1k	85.662	14.338	97.580	2.420	31.05	512	1.000	bicubic
96	flexivit_large.1200ep_in1k	85.644	14.356	97.542	2.458	304.36	240	0.950	bicubic
97	xcit_small_24_p8_384_dist	85.556	14.444	97.572	2.428	47.63	384	1.000	bicubic
98	flexivit_large.600ep_in1k	85.538	14.462	97.492	2.508	304.36	240	0.950	bicubic
99	vit_medium_patch16_gap_384.in12k_ft_in1k	85.536	14.464	97.634	2.366	39.03	384	0.950	bicubic
100	maxvit_small_tf_384.in1k	85.534	14.466	97.464	2.536	69.02	384	1.000	bicubic
101	dm_nfnet_f3	85.522	14.478	97.462	2.538	254.92	416	0.940	bicubic
102	vit_base_patch16_clip_224.laion2b_ft_in1k	85.468	14.532	97.576	2.424	86.57	224	1.000	bicubic
103	cait_s36_384	85.460	14.540	97.480	2.520	68.37	384	1.000	bicubic
104	ig_resnext101_32x48d	85.428	14.572	97.572	2.428	828.41	224	0.875	bilinear
105	deit_base_distilled_patch16_384	85.422	14.578	97.332	2.668	87.63	384	1.000	bicubic
106	xcit_medium_24_p16_384_dist	85.412	14.588	97.406	2.594	84.40	384	1.000	bicubic
107	volo_d3_224	85.408	14.592	97.280	2.720	86.33	224	0.960	bicubic
108	xcit_large_24_p8_224_dist	85.396	14.604	97.410	2.590	188.93	224	1.000	bicubic
109	vit_base_patch32_clip_384.laion2b_ft_in12k_in1k	85.372	14.628	97.664	2.336	88.30	384	1.000	bicubic
110	tf_efficientnet_b8.ra_in1k	85.370	14.630	97.390	2.610	87.41	672	0.954	bicubic
111	tf_efficientnet_b8.ap_in1k	85.370	14.630	97.294	2.706	87.41	672	0.954	bicubic
112	vit_base_patch16_clip_224.openai_ft_in1k	85.280	14.720	97.440	2.560	86.57	224	0.900	bicubic
113	flexivit_large.300ep_in1k	85.280	14.720	97.406	2.594	304.36	240	0.950	bicubic
114	convnext_small.fb_in22k_ft_in1k	85.262	14.738	97.684	2.316	50.22	288	1.000	bicubic
115	swin_base_patch4_window7_224	85.252	14.748	97.562	2.438	87.77	224	0.900	bicubic
116	volo_d1_384	85.250	14.750	97.214	2.786	26.78	384	1.000	bicubic
117	mvitv2_large	85.250	14.750	97.196	2.804	217.99	224	0.900	bicubic
118	beit_base_patch16_224.in22k_ft_in22k_in1k	85.236	14.764	97.656	2.344	86.53	224	0.900	bicubic
119	vit_base_patch32_clip_384.openai_ft_in12k_in1k	85.212	14.788	97.402	2.598	88.30	384	0.950	bicubic
120	tf_efficientnetv2_m.in1k	85.208	14.792	97.368	2.632	54.14	480	1.000	bicubic
121	deit3_huge_patch14_224	85.204	14.796	97.358	2.642	632.13	224	0.900	bicubic
122	volo_d2_224	85.196	14.804	97.188	2.812	58.68	224	0.960	bicubic
123	tf_efficientnet_b4.ns_jft_in1k	85.162	14.838	97.470	2.530	19.34	380	0.922	bicubic
124	tf_efficientnet_b7.ap_in1k	85.120	14.880	97.252	2.748	66.35	600	0.949	bicubic
125	vit_base_patch16_224.augreg2_in21k_ft_in1k	85.106	14.894	97.534	2.466	86.57	224	0.900	bicubic
126	maxvit_tiny_tf_384.in1k	85.106	14.894	97.380	2.620	30.98	384	1.000	bicubic
127	xcit_small_24_p16_384_dist	85.098	14.902	97.310	2.690	47.67	384	1.000	bicubic
128	ig_resnext101_32x32d	85.094	14.906	97.438	2.562	468.53	224	0.875	bilinear
129	xcit_small_12_p8_384_dist	85.088	14.912	97.282	2.718	26.21	384	1.000	bicubic
130	xcit_medium_24_p8_224_dist	85.072	14.928	97.278	2.722	84.32	224	1.000	bicubic
131	deit3_base_patch16_384	85.072	14.928	97.254	2.746	86.88	384	1.000	bicubic
132	dm_nfnet_f2	85.064	14.936	97.240	2.760	193.78	352	0.920	bicubic
133	cait_s24_384	85.046	14.954	97.346	2.654	47.06	384	1.000	bicubic
134	regnetz_e8	85.030	14.970	97.264	2.736	57.70	320	1.000	bicubic
135	resnetrs420	85.008	14.992	97.124	2.876	191.89	416	1.000	bicubic
136	ecaresnet269d	84.976	15.024	97.226	2.774	102.09	352	1.000	bicubic
137	vit_base_r50_s16_384.orig_in21k_ft_in1k	84.972	15.028	97.288	2.712	98.95	384	1.000	bicubic
138	tf_efficientnet_b7.ra_in1k	84.936	15.064	97.204	2.796	66.35	600	0.949	bicubic
139	maxvit_large_tf_224.in1k	84.926	15.074	96.972	3.028	211.79	224	0.950	bicubic
140	xcit_large_24_p16_224_dist	84.918	15.082	97.132	2.868	189.10	224	1.000	bicubic
141	resnetv2_152x4_bitm	84.916	15.084	97.440	2.560	936.53	480	1.000	bilinear
142	xcit_small_24_p8_224_dist	84.876	15.124	97.188	2.812	47.63	224	1.000	bicubic
143	maxvit_base_tf_224.in1k	84.860	15.140	96.990	3.010	119.47	224	0.950	bicubic
144	convnext_large.fb_in1k	84.846	15.154	97.212	2.788	197.77	288	1.000	bicubic
145	deit3_small_patch16_384_in21ft1k	84.824	15.176	97.486	2.514	22.21	384	1.000	bicubic
146	efficientnetv2_rw_m.agc_in1k	84.808	15.192	97.148	2.852	53.24	416	1.000	bicubic
147	tf_efficientnet_b6.ap_in1k	84.788	15.212	97.138	2.862	43.04	528	0.942	bicubic
148	deit3_large_patch16_224	84.764	15.236	97.038	2.962	304.37	224	0.900	bicubic
149	resnetrs350	84.720	15.280	96.988	3.012	163.96	384	1.000	bicubic
150	xcit_small_12_p16_384_dist	84.706	15.294	97.118	2.882	26.25	384	1.000	bicubic
151	eca_nfnet_l2	84.698	15.302	97.264	2.736	56.72	384	1.000	bicubic
152	flexivit_base.1200ep_in1k	84.664	15.336	96.992	3.008	86.59	240	0.950	bicubic
153	maxxvit_rmlp_small_rw_256	84.628	15.372	97.062	2.938	66.01	256	0.950	bicubic
154	dm_nfnet_f1	84.626	15.374	97.100	2.900	132.63	320	0.910	bicubic
155	coatnet_rmlp_2_rw_224	84.600	15.400	96.736	3.264	73.88	224	0.950	bicubic
156	swinv2_base_window16_256	84.594	15.406	97.074	2.926	87.92	256	0.900	bicubic
157	seresnextaa101d_32x8d	84.568	15.432	97.070	2.930	93.59	288	1.000	bicubic
158	deit3_medium_patch16_224_in21ft1k	84.560	15.440	97.188	2.812	38.85	224	1.000	bicubic
159	vit_base_patch16_224.augreg_in21k_ft_in1k	84.532	15.468	97.294	2.706	86.57	224	0.900	bicubic
160	resnest269e	84.518	15.482	96.986	3.014	110.93	416	0.928	bicubic
161	flexivit_base.600ep_in1k	84.518	15.482	96.936	3.064	86.59	240	0.950	bicubic
162	resnetv2_152x2_bitm	84.510	15.490	97.432	2.568	236.34	448	1.000	bilinear
163	regnetz_040h	84.494	15.506	97.006	2.994	28.94	320	1.000	bicubic
164	maxvit_rmlp_small_rw_224	84.484	15.516	96.762	3.238	64.90	224	0.900	bicubic
165	resnetrs200	84.448	15.552	97.082	2.918	93.21	320	1.000	bicubic
166	gcvit_base	84.448	15.552	96.844	3.156	90.32	224	0.875	bicubic
167	resnetv2_101x3_bitm	84.440	15.560	97.382	2.618	387.93	448	1.000	bilinear
168	vit_large_r50_s32_224.augreg_in21k_ft_in1k	84.434	15.566	97.164	2.836	328.99	224	0.900	bicubic
169	convnext_base.fb_in1k	84.434	15.566	96.972	3.028	88.59	288	1.000	bicubic
170	resnetrs270	84.434	15.566	96.970	3.030	129.86	352	1.000	bicubic
171	maxvit_small_tf_224.in1k	84.434	15.566	96.820	3.180	68.93	224	0.950	bicubic
172	vit_medium_patch16_gap_256.in12k_ft_in1k	84.430	15.570	97.212	2.788	38.86	256	0.950	bicubic
173	mvitv2_base	84.422	15.578	96.864	3.136	51.47	224	0.900	bicubic
174	resmlp_big_24_224_in22ft1k	84.394	15.606	97.120	2.880	129.14	224	0.875	bicubic
175	flexivit_base.300ep_in1k	84.394	15.606	96.882	3.118	86.59	240	0.950	bicubic
176	xcit_large_24_p8_224	84.392	15.608	96.656	3.344	188.93	224	1.000	bicubic
177	seresnext101d_32x8d	84.370	15.630	96.916	3.084	93.59	288	1.000	bicubic
178	seresnet152d	84.362	15.638	97.040	2.960	66.84	320	1.000	bicubic
179	tf_efficientnetv2_s.in21k_ft_in1k	84.302	15.698	97.252	2.748	21.46	384	1.000	bicubic
180	swsl_resnext101_32x8d	84.284	15.716	97.176	2.824	88.79	224	0.875	bilinear
181	xcit_medium_24_p16_224_dist	84.274	15.726	96.940	3.060	84.40	224	1.000	bicubic
182	vit_base_patch16_224_miil.in21k_ft_in1k	84.268	15.732	96.802	3.198	86.54	224	0.875	bilinear
183	swinv2_base_window8_256	84.262	15.738	96.922	3.078	87.92	256	0.900	bicubic
184	tf_efficientnet_b5.ap_in1k	84.252	15.748	96.974	3.026	30.39	456	0.934	bicubic
185	regnetz_040	84.236	15.764	96.932	3.068	27.12	320	1.000	bicubic
186	xcit_small_12_p8_224_dist	84.232	15.768	96.876	3.124	26.21	224	1.000	bicubic
187	maxvit_rmlp_tiny_rw_256	84.232	15.768	96.778	3.222	29.15	256	0.950	bicubic
188	vit_base_patch16_384.orig_in21k_ft_in1k	84.210	15.790	97.218	2.782	86.86	384	1.000	bicubic
189	swinv2_small_window16_256	84.206	15.794	96.870	3.130	49.73	256	0.900	bicubic
190	crossvit_18_dagger_408	84.196	15.804	96.818	3.182	44.61	408	1.000	bicubic
191	seresnext101_32x8d	84.192	15.808	96.874	3.126	93.57	288	1.000	bicubic
192	ig_resnext101_32x16d	84.170	15.830	97.196	2.804	194.03	224	0.875	bilinear
193	volo_d1_224	84.164	15.836	96.776	3.224	26.63	224	0.960	bicubic
194	pit_b_distilled_224	84.144	15.856	96.856	3.144	74.79	224	0.900	bicubic
195	tf_efficientnet_b6.aa_in1k	84.110	15.890	96.886	3.114	43.04	528	0.942	bicubic
196	convnext_tiny.fb_in22k_ft_in1k_384	84.080	15.920	97.142	2.858	28.59	384	1.000	bicubic
197	cait_xs24_384	84.062	15.938	96.888	3.112	26.67	384	1.000	bicubic
198	regnetz_d8	84.050	15.950	96.998	3.002	23.37	320	1.000	bicubic
199	regnetz_d8_evos	84.050	15.950	96.994	3.006	23.46	320	0.950	bicubic
200	tf_efficientnet_b3.ns_jft_in1k	84.048	15.952	96.910	3.090	12.23	300	0.904	bicubic
201	vit_small_r26_s32_384.augreg_in21k_ft_in1k	84.046	15.954	97.328	2.672	36.47	384	1.000	bicubic
202	regnetz_d32	84.022	15.978	96.866	3.134	27.58	320	0.950	bicubic
203	resnetv2_50x3_bitm	84.014	15.986	97.124	2.876	217.32	448	1.000	bilinear
204	eca_nfnet_l1	84.010	15.990	97.028	2.972	41.41	320	1.000	bicubic
205	resnet200d	83.962	16.038	96.824	3.176	64.69	320	1.000	bicubic
206	edgenext_base	83.960	16.040	96.768	3.232	18.51	320	1.000	bicubic
207	regnety_080	83.932	16.068	96.888	3.112	39.18	288	1.000	bicubic
208	swin_s3_base_224	83.930	16.070	96.662	3.338	71.13	224	0.900	bicubic
209	tresnet_v2_l	83.902	16.098	96.492	3.508	46.17	224	0.875	bilinear
210	tf_efficientnetv2_s.in1k	83.894	16.106	96.698	3.302	21.46	384	1.000	bicubic
211	gcvit_small	83.884	16.116	96.658	3.342	51.09	224	0.875	bicubic
212	xcit_small_24_p16_224_dist	83.862	16.138	96.728	3.272	47.67	224	1.000	bicubic
213	swinv2_small_window8_256	83.856	16.144	96.640	3.360	49.73	256	0.900	bicubic
214	resnetv2_152x2_bit_teacher_384	83.844	16.156	97.118	2.882	236.34	384	1.000	bicubic
215	crossvit_15_dagger_408	83.838	16.162	96.782	3.218	28.50	408	1.000	bicubic
216	xcit_small_24_p8_224	83.838	16.162	96.636	3.364	47.63	224	1.000	bicubic
217	resnest200e	83.832	16.168	96.894	3.106	70.20	320	0.909	bicubic
218	tf_efficientnet_b5.ra_in1k	83.812	16.188	96.748	3.252	30.39	456	0.934	bicubic
219	efficientnetv2_rw_s.ra2_in1k	83.808	16.192	96.724	3.276	23.94	384	1.000	bicubic
220	vit_small_patch16_384.augreg_in21k_ft_in1k	83.802	16.198	97.102	2.898	22.20	384	1.000	bicubic
221	deit3_base_patch16_224	83.792	16.208	96.584	3.416	86.59	224	0.900	bicubic
222	swin_s3_small_224	83.770	16.230	96.450	3.550	49.74	224	0.900	bicubic
223	mvitv2_small	83.768	16.232	96.570	3.430	34.87	224	0.900	bicubic
224	xcit_tiny_24_p8_384_dist	83.740	16.260	96.712	3.288	12.11	384	1.000	bicubic
225	pvt_v2_b5	83.740	16.260	96.634	3.366	81.96	224	0.900	bicubic
226	xcit_medium_24_p8_224	83.734	16.266	96.394	3.606	84.32	224	1.000	bicubic
227	regnety_064	83.716	16.284	96.720	3.280	30.58	288	1.000	bicubic
228	pvt_v2_b4	83.716	16.284	96.674	3.326	62.56	224	0.900	bicubic
229	regnetv_064	83.712	16.288	96.748	3.252	30.58	288	1.000	bicubic
230	resnetrs152	83.712	16.288	96.614	3.386	86.62	320	1.000	bicubic
231	convnext_small.fb_in1k	83.706	16.294	96.810	3.190	50.22	288	1.000	bicubic
232	regnety_160	83.686	16.314	96.776	3.224	83.59	288	1.000	bicubic
233	resnet152d	83.680	16.320	96.738	3.262	60.21	320	1.000	bicubic
234	twins_svt_large	83.678	16.322	96.594	3.406	99.27	224	0.900	bicubic
235	coatnet_1_rw_224	83.608	16.392	96.388	3.612	41.72	224	0.950	bicubic
236	resmlp_big_24_distilled_224	83.588	16.412	96.648	3.352	129.14	224	0.875	bicubic
237	jx_nest_base	83.552	16.448	96.370	3.630	67.72	224	0.875	bicubic
238	cs3se_edgenet_x	83.548	16.452	96.670	3.330	50.72	320	1.000	bicubic
239	maxvit_tiny_rw_224	83.504	16.496	96.502	3.498	29.06	224	0.950	bicubic
240	swinv2_cr_small_ns_224	83.488	16.512	96.486	3.514	49.70	224	0.900	bicubic
241	cait_s24_224	83.452	16.548	96.564	3.436	46.92	224	1.000	bicubic
242	efficientnet_b4.ra2_in1k	83.428	16.572	96.596	3.404	19.34	384	1.000	bicubic
243	deit3_small_patch16_384	83.426	16.574	96.676	3.324	22.21	384	1.000	bicubic
244	sequencer2d_l	83.406	16.594	96.506	3.494	54.30	224	0.875	bicubic
245	gcvit_tiny	83.400	16.600	96.398	3.602	28.22	224	0.875	bicubic
246	maxvit_tiny_tf_224.in1k	83.398	16.602	96.588	3.412	30.92	224	0.950	bicubic
247	mobilevitv2_200_384_in22ft1k	83.394	16.606	96.580	3.420	18.45	384	1.000	bicubic
248	deit_base_distilled_patch16_224	83.388	16.612	96.488	3.512	87.34	224	0.900	bicubic
249	dm_nfnet_f0	83.386	16.614	96.572	3.428	71.49	256	0.900	bicubic
250	efficientformer_l7	83.386	16.614	96.540	3.460	82.23	224	0.950	bicubic
251	coatnet_rmlp_1_rw_224	83.358	16.642	96.456	3.544	41.69	224	0.950	bicubic
252	vit_base_patch32_384.augreg_in21k_ft_in1k	83.350	16.650	96.836	3.164	88.30	384	1.000	bicubic
253	xcit_small_12_p16_224_dist	83.350	16.650	96.414	3.586	26.25	224	1.000	bicubic
254	swsl_resnext101_32x16d	83.346	16.654	96.846	3.154	194.03	224	0.875	bilinear
255	xcit_small_12_p8_224	83.344	16.656	96.480	3.520	26.21	224	1.000	bicubic
256	vit_base_patch32_clip_224.laion2b_ft_in12k_in1k	83.306	16.694	96.530	3.470	88.22	224	0.900	bicubic
257	tf_efficientnet_b4.ap_in1k	83.248	16.752	96.392	3.608	19.34	380	0.922	bicubic
258	swsl_resnext101_32x4d	83.230	16.770	96.760	3.240	44.18	224	0.875	bilinear
259	swin_small_patch4_window7_224	83.212	16.788	96.322	3.678	49.61	224	0.900	bicubic
260	regnetv_040	83.194	16.806	96.660	3.340	20.64	288	1.000	bicubic
261	xception65	83.180	16.820	96.592	3.408	39.92	299	0.940	bicubic
262	resnext101_64x4d	83.148	16.852	96.372	3.628	83.46	288	1.000	bicubic
263	swinv2_cr_small_224	83.146	16.854	96.094	3.906	49.70	224	0.900	bicubic
264	twins_pcpvt_large	83.140	16.860	96.598	3.402	60.99	224	0.900	bicubic
265	twins_svt_base	83.136	16.864	96.418	3.582	56.07	224	0.900	bicubic
266	xception65p	83.130	16.870	96.480	3.520	39.82	299	0.940	bicubic
267	pvt_v2_b3	83.126	16.874	96.556	3.444	45.24	224	0.900	bicubic
268	jx_nest_small	83.120	16.880	96.328	3.672	38.35	224	0.875	bicubic
269	deit_base_patch16_384	83.106	16.894	96.372	3.628	86.86	384	1.000	bicubic
270	deit3_medium_patch16_224	83.080	16.920	96.292	3.708	38.85	224	0.900	bicubic
271	tresnet_m	83.080	16.920	96.118	3.882	31.39	224	0.875	bilinear
272	deit3_small_patch16_224_in21ft1k	83.070	16.930	96.780	3.220	22.06	224	1.000	bicubic
273	tresnet_xl_448	83.050	16.950	96.174	3.826	78.44	448	0.875	bilinear
274	regnety_040	83.038	16.962	96.510	3.490	20.65	288	1.000	bicubic
275	maxxvit_rmlp_nano_rw_256	83.030	16.970	96.344	3.656	16.78	256	0.950	bicubic
276	resnet101d	83.022	16.978	96.446	3.554	44.57	320	1.000	bicubic
277	tf_efficientnet_b4.aa_in1k	83.022	16.978	96.300	3.700	19.34	380	0.922	bicubic
278	maxvit_rmlp_nano_rw_256	82.962	17.038	96.270	3.730	15.50	256	0.950	bicubic
279	mobilevitv2_175_384_in22ft1k	82.942	17.058	96.426	3.574	14.25	384	1.000	bicubic
280	maxvit_nano_rw_256	82.932	17.068	96.222	3.778	15.45	256	0.950	bicubic
281	xcit_large_24_p16_224	82.896	17.104	95.882	4.118	189.10	224	1.000	bicubic
282	resnest101e	82.890	17.110	96.320	3.680	48.28	256	0.875	bilinear
283	resnetv2_152x2_bit_teacher	82.862	17.138	96.568	3.432	236.34	224	0.875	bicubic
284	convnext_nano.in12k_ft_in1k	82.858	17.142	96.556	3.444	15.59	288	1.000	bicubic
285	resnet152	82.822	17.178	96.126	3.874	60.19	224	0.950	bicubic
286	resnetv2_50x1_bit_distilled	82.818	17.182	96.522	3.478	25.55	224	0.875	bicubic
287	swinv2_tiny_window16_256	82.810	17.190	96.232	3.768	28.35	256	0.900	bicubic
288	sequencer2d_m	82.806	17.194	96.268	3.732	38.31	224	0.875	bicubic
289	pnasnet5large	82.782	17.218	96.040	3.960	86.06	331	0.911	bicubic
290	vit_relpos_base_patch16_clsgap_224.sw_in1k	82.762	17.238	96.174	3.826	86.43	224	0.900	bicubic
291	nfnet_l0	82.750	17.250	96.516	3.484	35.07	288	1.000	bicubic
292	regnety_032	82.724	17.276	96.424	3.576	19.44	288	1.000	bicubic
293	twins_pcpvt_base	82.708	17.292	96.346	3.654	43.83	224	0.900	bicubic
294	cs3edgenet_x	82.702	17.298	96.370	3.630	47.82	288	1.000	bicubic
295	convnext_tiny.fb_in1k	82.700	17.300	96.136	3.864	28.59	288	1.000	bicubic
296	ig_resnext101_32x8d	82.688	17.312	96.636	3.364	88.79	224	0.875	bilinear
297	tf_efficientnetv2_b3.in21k_ft_in1k	82.672	17.328	96.624	3.376	14.36	300	0.900	bicubic
298	cs3sedarknet_x	82.654	17.346	96.354	3.646	35.40	288	1.000	bicubic
299	xcit_medium_24_p16_224	82.636	17.364	95.976	4.024	84.40	224	1.000	bicubic
300	regnetz_c16_evos	82.630	17.370	96.474	3.526	13.49	320	0.950	bicubic
301	nasnetalarge	82.620	17.380	96.046	3.954	88.75	331	0.911	bicubic
302	mobilevitv2_150_384_in22ft1k	82.594	17.406	96.318	3.682	10.59	384	1.000	bicubic
303	convnext_tiny_hnf.a2h_in1k	82.590	17.410	96.016	3.984	28.59	288	1.000	bicubic
304	levit_384	82.586	17.414	96.016	3.984	39.13	224	0.900	bicubic
305	vit_base_patch32_clip_224.laion2b_ft_in1k	82.582	17.418	96.202	3.798	88.22	224	0.900	bicubic
306	eca_nfnet_l0	82.580	17.420	96.490	3.510	24.14	288	1.000	bicubic
307	xcit_small_24_p16_224	82.580	17.420	96.004	3.996	47.67	224	1.000	bicubic
308	xcit_tiny_24_p16_384_dist	82.570	17.430	96.286	3.714	12.12	384	1.000	bicubic
309	xcit_tiny_24_p8_224_dist	82.562	17.438	96.170	3.830	12.11	224	1.000	bicubic
310	vit_relpos_medium_patch16_cls_224.sw_in1k	82.562	17.438	96.066	3.934	38.76	224	0.900	bicubic
311	efficientformer_l3	82.550	17.450	96.248	3.752	31.41	224	0.950	bicubic
312	flexivit_small.1200ep_in1k	82.526	17.474	96.136	3.864	22.06	240	0.950	bicubic
313	resnet61q	82.524	17.476	96.130	3.870	36.85	288	1.000	bicubic
314	regnetz_c16	82.518	17.482	96.360	3.640	13.46	320	0.940	bicubic
315	crossvit_18_dagger_240	82.518	17.482	96.072	3.928	44.27	240	0.875	bicubic
316	vit_relpos_base_patch16_224.sw_in1k	82.484	17.516	96.142	3.858	86.43	224	0.900	bicubic
317	vit_relpos_medium_patch16_224.sw_in1k	82.466	17.534	96.088	3.912	38.75	224	0.900	bicubic
318	gc_efficientnetv2_rw_t.agc_in1k	82.464	17.536	96.298	3.702	13.68	288	1.000	bicubic
319	poolformer_m48	82.462	17.538	95.958	4.042	73.47	224	0.950	bicubic
320	pit_b_224	82.446	17.554	95.710	4.290	73.76	224	0.900	bicubic
321	mvitv2_tiny	82.404	17.596	96.156	3.844	24.17	224	0.900	bicubic
322	crossvit_18_240	82.400	17.600	96.054	3.946	43.27	240	0.875	bicubic
323	coatnet_bn_0_rw_224	82.398	17.602	96.182	3.818	27.44	224	0.950	bicubic
324	coatnet_0_rw_224	82.390	17.610	95.836	4.164	27.44	224	0.950	bicubic
325	xcit_tiny_12_p8_384_dist	82.388	17.612	96.224	3.776	6.71	384	1.000	bicubic
326	tf_efficientnet_b2.ns_jft_in1k	82.380	17.620	96.248	3.752	9.11	260	0.890	bicubic
327	resnet51q	82.360	17.640	96.180	3.820	35.70	288	1.000	bilinear
328	flexivit_small.600ep_in1k	82.354	17.646	96.086	3.914	22.06	240	0.950	bicubic
329	efficientnetv2_rw_t.ra2_in1k	82.348	17.652	96.196	3.804	13.65	288	1.000	bicubic
330	ecaresnet50t	82.346	17.654	96.138	3.862	25.57	320	0.950	bicubic
331	sequencer2d_s	82.342	17.658	96.030	3.970	27.65	224	0.875	bicubic
332	resnetv2_101x1_bitm	82.332	17.668	96.518	3.482	44.54	448	1.000	bilinear
333	crossvit_15_dagger_240	82.332	17.668	95.956	4.044	28.21	240	0.875	bicubic
334	mobilevitv2_200_in22ft1k	82.324	17.676	95.940	4.060	18.45	256	0.888	bicubic
335	coat_lite_small	82.308	17.692	95.850	4.150	19.84	224	0.900	bicubic
336	mixer_b16_224_miil	82.308	17.692	95.716	4.284	59.88	224	0.875	bilinear
337	vit_relpos_medium_patch16_rpn_224.sw_in1k	82.298	17.702	95.974	4.026	38.73	224	0.900	bicubic
338	resnetrs101	82.288	17.712	96.008	3.992	63.62	288	0.940	bicubic
339	convit_base	82.288	17.712	95.938	4.062	86.54	224	0.875	bicubic
340	tresnet_l_448	82.268	17.732	95.976	4.024	55.99	448	0.875	bilinear
341	efficientnet_b3.ra2_in1k	82.242	17.758	96.114	3.886	12.23	320	1.000	bicubic
342	vit_srelpos_medium_patch16_224.sw_in1k	82.236	17.764	95.934	4.066	38.74	224	0.900	bicubic
343	cs3darknet_x	82.228	17.772	96.234	3.766	35.05	288	1.000	bicubic
344	crossvit_base_240	82.216	17.784	95.830	4.170	105.03	240	0.875	bicubic
345	vit_base_patch16_rpn_224.in1k	82.202	17.798	95.996	4.004	86.54	224	0.900	bicubic
346	pvt_v2_b2_li	82.196	17.804	96.104	3.896	22.55	224	0.900	bicubic
347	cait_xxs36_384	82.194	17.806	96.148	3.852	17.37	384	1.000	bicubic
348	swsl_resnext50_32x4d	82.182	17.818	96.230	3.770	25.03	224	0.875	bilinear
349	ecaresnet101d	82.172	17.828	96.046	3.954	44.57	224	0.875	bicubic
350	flexivit_small.300ep_in1k	82.172	17.828	96.024	3.976	22.06	240	0.950	bicubic
351	swin_s3_tiny_224	82.122	17.878	95.948	4.052	28.33	224	0.900	bicubic
352	poolformer_m36	82.110	17.890	95.688	4.312	56.17	224	0.950	bicubic
353	visformer_small	82.106	17.894	95.872	4.128	40.22	224	0.900	bicubic
354	pvt_v2_b2	82.076	17.924	95.962	4.038	25.36	224	0.900	bicubic
355	coatnet_rmlp_nano_rw_224	82.064	17.936	95.870	4.130	15.15	224	0.900	bicubic
356	halo2botnet50ts_256	82.060	17.940	95.636	4.364	22.64	256	0.950	bicubic
357	tresnet_xl	82.054	17.946	95.936	4.064	78.44	224	0.875	bilinear
358	fbnetv3_g.ra2_in1k	82.048	17.952	96.064	3.936	16.62	288	0.950	bilinear
359	resnetv2_101	82.030	17.970	95.860	4.140	44.54	224	0.950	bicubic
360	deit_base_patch16_224	81.998	18.002	95.734	4.266	86.57	224	0.900	bicubic
361	pit_s_distilled_224	81.996	18.004	95.798	4.202	24.04	224	0.900	bicubic
362	resnetv2_50d_evos	81.976	18.024	95.916	4.084	25.59	288	0.950	bicubic
363	xcit_small_12_p16_224	81.974	18.026	95.816	4.184	26.25	224	1.000	bicubic
364	tf_efficientnetv2_b3.in1k	81.970	18.030	95.782	4.218	14.36	300	0.904	bicubic
365	xception41p	81.958	18.042	95.794	4.206	26.91	299	0.940	bicubic
366	gcvit_xtiny	81.952	18.048	95.966	4.034	19.98	224	0.875	bicubic
367	coatnext_nano_rw_224	81.948	18.052	95.918	4.082	14.70	224	0.900	bicubic
368	mobilevitv2_175_in22ft1k	81.944	18.056	95.792	4.208	14.25	256	0.888	bicubic
369	resnet101	81.938	18.062	95.754	4.246	44.55	224	0.950	bicubic
370	vit_base_patch32_clip_224.openai_ft_in1k	81.930	18.070	95.968	4.032	88.22	224	0.900	bicubic
371	xcit_tiny_24_p8_224	81.900	18.100	95.976	4.024	12.11	224	1.000	bicubic
372	vit_small_r26_s32_224.augreg_in21k_ft_in1k	81.858	18.142	96.022	3.978	36.43	224	0.900	bicubic
373	ssl_resnext101_32x16d	81.844	18.156	96.096	3.904	194.03	224	0.875	bilinear
374	tf_efficientnet_b3.ap_in1k	81.822	18.178	95.624	4.376	12.23	300	0.904	bicubic
375	resnetv2_50d_gn	81.816	18.184	95.924	4.076	25.57	288	0.950	bicubic
376	swinv2_tiny_window8_256	81.806	18.194	95.994	4.006	28.35	256	0.900	bicubic
377	swinv2_cr_tiny_ns_224	81.790	18.210	95.824	4.176	28.33	224	0.900	bicubic
378	vit_base_patch16_224.orig_in21k_ft_in1k	81.786	18.214	96.122	3.878	86.57	224	0.900	bicubic
379	cs3sedarknet_l	81.774	18.226	95.968	4.032	21.91	288	0.950	bicubic
380	tresnet_m_448	81.714	18.286	95.572	4.428	31.39	448	0.875	bilinear
381	coatnet_nano_rw_224	81.700	18.300	95.638	4.362	15.14	224	0.900	bicubic
382	twins_svt_small	81.682	18.318	95.670	4.330	24.06	224	0.900	bicubic
383	halonet50ts	81.644	18.356	95.608	4.392	22.73	256	0.940	bicubic
384	tf_efficientnet_b3.aa_in1k	81.636	18.364	95.718	4.282	12.23	300	0.904	bicubic
385	rexnet_200	81.632	18.368	95.668	4.332	16.37	224	0.875	bicubic
386	resnetaa50	81.622	18.378	95.808	4.192	25.56	288	1.000	bicubic
387	ssl_resnext101_32x8d	81.616	18.384	96.038	3.962	88.79	224	0.875	bilinear
388	convnext_nano_ols.d1h_in1k	81.610	18.390	95.640	4.360	15.65	288	1.000	bicubic
389	edgenext_small	81.568	18.432	95.706	4.294	5.59	320	1.000	bicubic
390	lamhalobotnet50ts_256	81.544	18.456	95.504	4.496	22.57	256	0.950	bicubic
391	crossvit_15_240	81.536	18.464	95.692	4.308	27.53	240	0.875	bicubic
392	tf_efficientnet_lite4.in1k	81.536	18.464	95.668	4.332	13.01	380	0.920	bilinear
393	tnt_s_patch16_224	81.518	18.482	95.748	4.252	23.76	224	0.900	bicubic
394	levit_256	81.510	18.490	95.490	4.510	18.89	224	0.900	bicubic
395	vit_large_patch32_384.orig_in21k_ft_in1k	81.506	18.494	96.092	3.908	306.63	384	1.000	bicubic
396	tresnet_l	81.488	18.512	95.624	4.376	55.99	224	0.875	bilinear
397	mobilevitv2_150_in22ft1k	81.478	18.522	95.674	4.326	10.59	256	0.888	bicubic
398	convnext_nano.d1h_in1k	81.470	18.530	95.658	4.342	15.59	288	1.000	bicubic
399	vit_relpos_small_patch16_224.sw_in1k	81.462	18.538	95.828	4.172	21.98	224	0.900	bicubic
400	wide_resnet50_2	81.456	18.544	95.532	4.468	68.88	224	0.875	bicubic
401	convit_small	81.426	18.574	95.744	4.256	27.78	224	0.875	bicubic
402	poolformer_s36	81.416	18.584	95.446	4.554	30.86	224	0.900	bicubic
403	jx_nest_tiny	81.414	18.586	95.616	4.384	17.06	224	0.875	bicubic
404	vit_small_patch16_224.augreg_in21k_ft_in1k	81.402	18.598	96.134	3.866	22.05	224	0.900	bicubic
405	tf_efficientnet_b1.ns_jft_in1k	81.388	18.612	95.738	4.262	7.79	240	0.882	bicubic
406	deit3_small_patch16_224	81.386	18.614	95.450	4.550	22.06	224	0.900	bicubic
407	swin_tiny_patch4_window7_224	81.378	18.622	95.540	4.460	28.29	224	0.900	bicubic
408	convmixer_1536_20	81.376	18.624	95.614	4.386	51.63	224	0.960	bicubic
409	gernet_l	81.354	18.646	95.536	4.464	31.08	256	0.875	bilinear
410	efficientnet_el.ra_in1k	81.316	18.684	95.526	4.474	10.59	300	0.904	bicubic
411	legacy_senet154	81.310	18.690	95.496	4.504	115.09	224	0.875	bilinear
412	coat_mini	81.268	18.732	95.392	4.608	10.34	224	0.900	bicubic
413	seresnext50_32x4d	81.266	18.734	95.620	4.380	27.56	224	0.875	bicubic
414	gluon_senet154	81.234	18.766	95.348	4.652	115.09	224	0.875	bicubic
415	xcit_tiny_12_p8_224_dist	81.212	18.788	95.600	4.400	6.71	224	1.000	bicubic
416	deit_small_distilled_patch16_224	81.200	18.800	95.378	4.622	22.44	224	0.900	bicubic
417	swsl_resnet50	81.166	18.834	95.972	4.028	25.56	224	0.875	bilinear
418	lambda_resnet50ts	81.166	18.834	95.096	4.904	21.54	256	0.950	bicubic
419	resmlp_36_distilled_224	81.160	18.840	95.488	4.512	44.69	224	0.875	bicubic
420	sebotnet33ts_256	81.150	18.850	95.174	4.826	13.70	256	0.940	bicubic
421	mobilevitv2_200	81.136	18.864	95.366	4.634	18.45	256	0.888	bicubic
422	vit_small_patch16_384.augreg_in1k	81.120	18.880	95.574	4.426	22.20	384	1.000	bicubic
423	resnext50_32x4d	81.118	18.882	95.332	4.668	25.03	224	0.950	bicubic
424	resnest50d_4s2x40d	81.108	18.892	95.558	4.442	30.42	224	0.875	bicubic
425	vit_base_patch16_384.augreg_in1k	81.102	18.898	95.332	4.668	86.86	384	1.000	bicubic
426	vit_srelpos_small_patch16_224.sw_in1k	81.094	18.906	95.570	4.430	21.97	224	0.900	bicubic
427	pit_s_224	81.094	18.906	95.332	4.668	23.46	224	0.900	bicubic
428	twins_pcpvt_small	81.088	18.912	95.642	4.358	24.11	224	0.900	bicubic
429	haloregnetz_b	81.050	18.950	95.196	4.804	11.68	224	0.940	bicubic
430	resmlp_big_24_224	81.028	18.972	95.022	4.978	129.14	224	0.875	bicubic
431	crossvit_small_240	81.020	18.980	95.460	4.540	26.86	240	0.875	bicubic
432	gluon_resnet152_v1s	81.016	18.984	95.412	4.588	60.32	224	0.875	bicubic
433	resnest50d_1s4x24d	80.988	19.012	95.322	4.678	25.68	224	0.875	bicubic
434	resnest50d	80.974	19.026	95.378	4.622	27.48	224	0.875	bilinear
435	cait_xxs24_384	80.966	19.034	95.646	4.354	12.03	384	1.000	bicubic
436	sehalonet33ts	80.958	19.042	95.276	4.724	13.69	256	0.940	bicubic
437	gcresnet50t	80.940	19.060	95.454	4.546	25.90	256	0.900	bicubic
438	xcit_tiny_12_p16_384_dist	80.940	19.060	95.410	4.590	6.72	384	1.000	bicubic
439	ssl_resnext101_32x4d	80.924	19.076	95.728	4.272	44.18	224	0.875	bilinear
440	gluon_seresnext101_32x4d	80.904	19.096	95.294	4.706	48.96	224	0.875	bicubic
441	cs3darknet_l	80.896	19.104	95.670	4.330	21.16	288	0.950	bicubic
442	gluon_seresnext101_64x4d	80.894	19.106	95.308	4.692	88.23	224	0.875	bicubic
443	cs3darknet_focus_l	80.884	19.116	95.682	4.318	21.15	288	0.950	bicubic
444	mobilevitv2_175	80.860	19.140	95.254	4.746	14.25	256	0.888	bicubic
445	efficientnet_b3_pruned.in1k	80.858	19.142	95.242	4.758	9.86	300	0.904	bicubic
446	ecaresnet101d_pruned	80.818	19.182	95.628	4.372	24.88	224	0.875	bicubic
447	regnety_320	80.810	19.190	95.244	4.756	145.05	224	0.875	bicubic
448	resmlp_24_distilled_224	80.766	19.234	95.218	4.782	30.02	224	0.875	bicubic
449	gernet_m	80.732	19.268	95.184	4.816	21.14	224	0.875	bilinear
450	vit_base_patch32_224.augreg_in21k_ft_in1k	80.724	19.276	95.568	4.432	88.22	224	0.900	bicubic
451	regnetz_b16	80.716	19.284	95.478	4.522	9.72	288	0.940	bicubic
452	nf_resnet50	80.662	19.338	95.336	4.664	25.56	288	0.940	bicubic
453	efficientnet_b2.ra_in1k	80.612	19.388	95.318	4.682	9.11	288	1.000	bicubic
454	gluon_resnext101_64x4d	80.604	19.396	94.988	5.012	83.46	224	0.875	bicubic
455	ecaresnet50d	80.592	19.408	95.320	4.680	25.58	224	0.875	bicubic
456	gcresnext50ts	80.580	19.420	95.170	4.830	15.67	256	0.900	bicubic
457	cspresnext50	80.546	19.454	95.320	4.680	20.57	256	0.887	bilinear
458	darknet53	80.534	19.466	95.420	4.580	41.61	288	1.000	bicubic
459	resnet50d	80.530	19.470	95.160	4.840	25.58	224	0.875	bicubic
460	darknetaa53	80.522	19.478	95.322	4.678	36.02	288	1.000	bilinear
461	maxvit_rmlp_pico_rw_256	80.516	19.484	95.212	4.788	7.52	256	0.950	bicubic
462	efficientformer_l1	80.502	19.498	94.998	5.002	12.29	224	0.950	bicubic
463	repvgg_b3	80.492	19.508	95.260	4.740	123.09	224	0.875	bilinear
464	vit_small_patch32_384.augreg_in21k_ft_in1k	80.480	19.520	95.598	4.402	22.92	384	1.000	bicubic
465	mixnet_xl.ra_in1k	80.476	19.524	94.936	5.064	11.90	224	0.875	bicubic
466	gluon_resnet152_v1d	80.474	19.526	95.206	4.794	60.21	224	0.875	bicubic
467	convnext_pico_ols.d1_in1k	80.464	19.536	95.242	4.758	9.06	288	1.000	bicubic
468	ecaresnetlight	80.462	19.538	95.248	4.752	30.16	224	0.875	bicubic
469	inception_resnet_v2	80.458	19.542	95.306	4.694	55.84	299	0.897	bicubic
470	edgenext_small_rw	80.456	19.544	95.192	4.808	7.83	320	1.000	bicubic
471	xcit_tiny_24_p16_224_dist	80.446	19.554	95.218	4.782	12.12	224	1.000	bicubic
472	resnetv2_50	80.432	19.568	95.080	4.920	25.55	224	0.950	bicubic
473	convnext_pico.d1_in1k	80.426	19.574	95.058	4.942	9.05	288	0.950	bicubic
474	gluon_resnet101_v1d	80.414	19.586	95.014	4.986	44.57	224	0.875	bicubic
475	mobilevitv2_150	80.376	19.624	95.060	4.940	10.59	256	0.888	bicubic
476	resnet50	80.374	19.626	94.614	5.386	25.56	224	0.950	bicubic
477	regnety_120	80.366	19.634	95.126	4.874	51.82	224	0.875	bicubic
478	seresnet33ts	80.352	19.648	95.106	4.894	19.78	256	0.900	bicubic
479	resnetv2_50x1_bitm	80.342	19.658	95.684	4.316	25.55	448	1.000	bilinear
480	gluon_resnext101_32x4d	80.334	19.666	94.926	5.074	44.18	224	0.875	bicubic
481	ssl_resnext50_32x4d	80.318	19.682	95.406	4.594	25.03	224	0.875	bilinear
482	poolformer_s24	80.316	19.684	95.038	4.962	21.39	224	0.900	bicubic
483	rexnet_150	80.310	19.690	95.166	4.834	9.73	224	0.875	bicubic
484	gluon_resnet101_v1s	80.302	19.698	95.160	4.840	44.67	224	0.875	bicubic
485	efficientnet_el_pruned.in1k	80.300	19.700	95.218	4.782	10.59	300	0.904	bicubic
486	tf_efficientnet_b2.ap_in1k	80.300	19.700	95.028	4.972	9.11	260	0.890	bicubic
487	seresnet50	80.274	19.726	95.070	4.930	28.09	224	0.875	bicubic
488	tf_efficientnet_el.in1k	80.250	19.750	95.128	4.872	10.59	300	0.904	bicubic
489	regnetx_320	80.246	19.754	95.026	4.974	107.81	224	0.875	bicubic
490	vit_base_patch16_224.sam	80.242	19.758	94.756	5.244	86.57	224	0.900	bicubic
491	legacy_seresnext101_32x4d	80.228	19.772	95.018	4.982	48.96	224	0.875	bilinear
492	repvgg_b3g4	80.212	19.788	95.110	4.890	83.83	224	0.875	bilinear
493	tf_efficientnetv2_b2.in1k	80.208	19.792	95.042	4.958	10.10	260	0.890	bicubic
494	inception_v4	80.168	19.832	94.968	5.032	42.68	299	0.875	bicubic
495	convmixer_768_32	80.164	19.836	95.072	4.928	21.11	224	0.960	bicubic
496	dpn107	80.156	19.844	94.910	5.090	86.92	224	0.875	bicubic
497	skresnext50_32x4d	80.156	19.844	94.642	5.358	27.48	224	0.875	bicubic
498	tf_efficientnet_b2.aa_in1k	80.086	19.914	94.908	5.092	9.11	260	0.890	bicubic
499	gcresnet33ts	80.082	19.918	94.998	5.002	19.88	256	0.900	bicubic
500	eca_resnet33ts	80.078	19.922	94.970	5.030	19.68	256	0.900	bicubic
501	cspdarknet53	80.058	19.942	95.084	4.916	27.64	256	0.887	bilinear
502	resnet50_gn	80.052	19.948	94.946	5.054	25.56	224	0.940	bicubic
503	dpn92	80.008	19.992	94.836	5.164	37.67	224	0.875	bicubic
504	ens_adv_inception_resnet_v2	79.982	20.018	94.938	5.062	55.84	299	0.897	bicubic
505	gluon_seresnext50_32x4d	79.918	20.082	94.822	5.178	27.56	224	0.875	bicubic
506	efficientnet_b2_pruned.in1k	79.916	20.084	94.856	5.144	8.31	260	0.890	bicubic
507	gluon_resnet152_v1c	79.910	20.090	94.840	5.160	60.21	224	0.875	bicubic
508	resnetrs50	79.892	20.108	94.968	5.032	35.69	224	0.910	bicubic
509	xception71	79.874	20.126	94.922	5.078	42.34	299	0.903	bicubic
510	deit_small_patch16_224	79.856	20.144	95.052	4.948	22.05	224	0.900	bicubic
511	regnetx_160	79.856	20.144	94.830	5.170	54.28	224	0.875	bicubic
512	ecaresnet26t	79.854	20.146	95.084	4.916	16.01	320	0.950	bicubic
513	levit_192	79.842	20.158	94.786	5.214	10.95	224	0.900	bicubic
514	dpn131	79.822	20.178	94.710	5.290	79.25	224	0.875	bicubic
515	tf_efficientnet_lite3.in1k	79.820	20.180	94.914	5.086	8.20	300	0.904	bilinear
516	resmlp_36_224	79.770	20.230	94.886	5.114	44.69	224	0.875	bicubic
517	cait_xxs36_224	79.750	20.250	94.866	5.134	17.30	224	1.000	bicubic
518	ecaresnet50d_pruned	79.716	20.284	94.880	5.120	19.94	224	0.875	bicubic
519	gluon_xception65	79.716	20.284	94.860	5.140	39.92	299	0.903	bicubic
520	gcvit_xxtiny	79.714	20.286	95.080	4.920	12.00	224	0.875	bicubic
521	xcit_tiny_12_p8_224	79.694	20.306	95.052	4.948	6.71	224	1.000	bicubic
522	gluon_resnet152_v1b	79.686	20.314	94.736	5.264	60.19	224	0.875	bicubic
523	mobilevitv2_125	79.684	20.316	94.850	5.150	7.48	256	0.888	bicubic
524	fbnetv3_d.ra2_in1k	79.680	20.320	94.944	5.056	10.31	256	0.950	bilinear
525	resnext50d_32x4d	79.676	20.324	94.866	5.134	25.05	224	0.875	bicubic
526	gmlp_s16_224	79.642	20.358	94.628	5.372	19.42	224	0.875	bicubic
527	dpn98	79.642	20.358	94.598	5.402	61.57	224	0.875	bicubic
528	regnetx_120	79.596	20.404	94.738	5.262	46.11	224	0.875	bicubic
529	cspresnet50	79.574	20.426	94.712	5.288	21.62	256	0.887	bilinear
530	gluon_resnet101_v1c	79.534	20.466	94.578	5.422	44.57	224	0.875	bicubic
531	rexnet_130	79.500	20.500	94.682	5.318	7.56	224	0.875	bicubic
532	eca_halonext26ts	79.486	20.514	94.598	5.402	10.76	256	0.940	bicubic
533	vit_relpos_base_patch32_plus_rpn_256.sw_in1k	79.480	20.520	94.138	5.862	119.42	256	0.900	bicubic
534	hrnet_w64	79.474	20.526	94.652	5.348	128.06	224	0.875	bilinear
535	tf_efficientnetv2_b1.in1k	79.462	20.538	94.722	5.278	8.14	240	0.882	bicubic
536	dla102x2	79.448	20.552	94.640	5.360	41.28	224	0.875	bilinear
537	xcit_tiny_24_p16_224	79.444	20.556	94.882	5.118	12.12	224	1.000	bicubic
538	resmlp_24_224	79.374	20.626	94.546	5.454	30.02	224	0.875	bicubic
539	repvgg_b2g4	79.366	20.634	94.688	5.312	61.76	224	0.875	bilinear
540	gluon_resnext50_32x4d	79.354	20.646	94.426	5.574	25.03	224	0.875	bicubic
541	ese_vovnet39b	79.320	20.680	94.712	5.288	24.57	224	0.875	bicubic
542	resnext101_32x8d	79.308	20.692	94.518	5.482	88.79	224	0.875	bilinear
543	tf_efficientnet_cc_b1_8e.in1k	79.308	20.692	94.370	5.630	39.72	240	0.882	bicubic
544	gluon_resnet101_v1b	79.306	20.694	94.524	5.476	44.55	224	0.875	bicubic
545	pit_xs_distilled_224	79.306	20.694	94.364	5.636	11.00	224	0.900	bicubic
546	hrnet_w48	79.300	20.700	94.512	5.488	77.47	224	0.875	bilinear
547	nf_regnet_b1	79.292	20.708	94.748	5.252	10.22	288	0.900	bicubic
548	resnetblur50	79.286	20.714	94.638	5.362	25.56	224	0.875	bicubic
549	tf_efficientnet_b1.ap_in1k	79.280	20.720	94.306	5.694	7.79	240	0.882	bicubic
550	eca_botnext26ts_256	79.274	20.726	94.614	5.386	10.59	256	0.950	bicubic
551	botnet26t_256	79.272	20.728	94.528	5.472	12.49	256	0.950	bicubic
552	efficientnet_em.ra2_in1k	79.252	20.748	94.794	5.206	6.90	240	0.882	bicubic
553	ssl_resnet50	79.222	20.778	94.832	5.168	25.56	224	0.875	bilinear
554	dpn68b	79.216	20.784	94.414	5.586	12.61	224	0.875	bicubic
555	resnet33ts	79.214	20.786	94.574	5.426	19.68	256	0.900	bicubic
556	res2net50_26w_8s	79.200	20.800	94.368	5.632	48.40	224	0.875	bilinear
557	res2net101_26w_4s	79.198	20.802	94.432	5.568	45.21	224	0.875	bilinear
558	regnetx_080	79.194	20.806	94.560	5.440	39.57	224	0.875	bicubic
559	vit_base_patch16_224.augreg_in1k	79.154	20.846	94.100	5.900	86.57	224	0.900	bicubic
560	fbnetv3_b.ra2_in1k	79.150	20.850	94.746	5.254	8.60	256	0.950	bilinear
561	halonet26t	79.100	20.900	94.312	5.688	12.48	256	0.950	bicubic
562	lambda_resnet26t	79.096	20.904	94.592	5.408	10.96	256	0.940	bicubic
563	coat_lite_mini	79.088	20.912	94.604	5.396	11.01	224	0.900	bicubic
564	legacy_seresnext50_32x4d	79.078	20.922	94.436	5.564	27.56	224	0.875	bilinear
565	gluon_resnet50_v1d	79.074	20.926	94.470	5.530	25.58	224	0.875	bicubic
566	regnetx_064	79.072	20.928	94.458	5.542	26.21	224	0.875	bicubic
567	xception	79.052	20.948	94.392	5.608	22.86	299	0.897	bicubic
568	resnet32ts	79.004	20.996	94.356	5.644	17.96	256	0.900	bicubic
569	mixnet_l.ft_in1k	78.976	21.024	94.182	5.818	7.33	224	0.875	bicubic
570	lambda_resnet26rpt_256	78.970	21.030	94.430	5.570	10.99	256	0.940	bicubic
571	convnext_femto_ols.d1_in1k	78.934	21.066	94.532	5.468	5.23	288	0.950	bicubic
572	hrnet_w40	78.920	21.080	94.470	5.530	57.56	224	0.875	bilinear
573	convnext_tiny.fb_in22k_ft_in1k	78.908	21.092	94.674	5.326	28.59	288	1.000	bicubic
574	hrnet_w44	78.896	21.104	94.368	5.632	67.06	224	0.875	bilinear
575	wide_resnet101_2	78.856	21.144	94.282	5.718	126.89	224	0.875	bilinear
576	vit_small_patch16_224.augreg_in1k	78.846	21.154	94.284	5.716	22.05	224	0.900	bicubic
577	tf_efficientnet_b1.aa_in1k	78.826	21.174	94.198	5.802	7.79	240	0.882	bicubic
578	gluon_inception_v3	78.806	21.194	94.370	5.630	23.83	299	0.875	bicubic
579	efficientnet_b1.ft_in1k	78.794	21.206	94.342	5.658	7.79	256	1.000	bicubic
580	repvgg_b2	78.792	21.208	94.414	5.586	89.02	224	0.875	bilinear
581	tf_mixnet_l.in1k	78.774	21.226	93.998	6.002	7.33	224	0.875	bicubic
582	vit_base_patch32_384.augreg_in1k	78.760	21.240	94.228	5.772	88.30	384	1.000	bicubic
583	gluon_resnet50_v1s	78.712	21.288	94.238	5.762	25.68	224	0.875	bicubic
584	convnext_femto.d1_in1k	78.704	21.296	94.434	5.566	5.22	288	0.950	bicubic
585	pvt_v2_b1	78.694	21.306	94.492	5.508	14.01	224	0.900	bicubic
586	dla169	78.688	21.312	94.336	5.664	53.39	224	0.875	bilinear
587	legacy_seresnet152	78.660	21.340	94.370	5.630	66.82	224	0.875	bilinear
588	tf_efficientnet_b0.ns_jft_in1k	78.658	21.342	94.376	5.624	5.29	224	0.875	bicubic
589	xcit_tiny_12_p16_224_dist	78.578	21.422	94.196	5.804	6.72	224	1.000	bicubic
590	res2net50_26w_6s	78.570	21.430	94.124	5.876	37.05	224	0.875	bilinear
591	xception41	78.516	21.484	94.278	5.722	26.97	299	0.903	bicubic
592	dla102x	78.510	21.490	94.228	5.772	26.31	224	0.875	bilinear
593	levit_128	78.486	21.514	94.010	5.990	9.21	224	0.900	bicubic
594	regnetx_040	78.482	21.518	94.244	5.756	22.12	224	0.875	bicubic
595	resnest26d	78.478	21.522	94.298	5.702	17.07	224	0.875	bilinear
596	dla60_res2net	78.464	21.536	94.206	5.794	20.85	224	0.875	bilinear
597	hrnet_w32	78.450	21.550	94.186	5.814	41.23	224	0.875	bilinear
598	dla60_res2next	78.440	21.560	94.152	5.848	17.03	224	0.875	bilinear
599	coat_tiny	78.434	21.566	94.038	5.962	5.50	224	0.900	bicubic
600	vit_tiny_patch16_384.augreg_in21k_ft_in1k	78.430	21.570	94.542	5.458	5.79	384	1.000	bicubic
601	selecsls60b	78.412	21.588	94.174	5.826	32.77	224	0.875	bicubic
602	cait_xxs24_224	78.386	21.614	94.310	5.690	11.96	224	1.000	bicubic
603	legacy_seresnet101	78.382	21.618	94.264	5.736	49.33	224	0.875	bilinear
604	repvgg_b1	78.366	21.634	94.098	5.902	57.42	224	0.875	bilinear
605	tf_efficientnetv2_b0.in1k	78.356	21.644	94.024	5.976	7.14	224	0.875	bicubic
606	mobilevit_s	78.312	21.688	94.146	5.854	5.58	256	0.900	bicubic
607	tv_resnet152	78.312	21.688	94.038	5.962	60.19	224	0.875	bilinear
608	dla60x	78.246	21.754	94.018	5.982	17.35	224	0.875	bilinear
609	res2next50	78.246	21.754	93.892	6.108	24.67	224	0.875	bilinear
610	bat_resnext26ts	78.242	21.758	94.100	5.900	10.73	256	0.900	bicubic
611	efficientnet_b1_pruned.in1k	78.236	21.764	93.834	6.166	6.33	240	0.882	bicubic
612	hrnet_w30	78.206	21.794	94.222	5.778	37.71	224	0.875	bilinear
613	pit_xs_224	78.182	21.818	94.168	5.832	10.62	224	0.900	bicubic
614	regnetx_032	78.172	21.828	94.088	5.912	15.30	224	0.875	bicubic
615	res2net50_14w_8s	78.150	21.850	93.848	6.152	25.06	224	0.875	bilinear
616	tf_efficientnet_em.in1k	78.130	21.870	94.044	5.956	6.90	240	0.882	bicubic
617	hardcorenas_f	78.104	21.896	93.802	6.198	8.20	224	0.875	bilinear
618	mobilevitv2_100	78.090	21.910	94.164	5.836	4.90	256	0.888	bicubic
619	efficientnet_es.ra_in1k	78.066	21.934	93.926	6.074	5.44	224	0.875	bicubic
620	gmixer_24_224	78.036	21.964	93.664	6.336	24.72	224	0.875	bicubic
621	dla102	78.032	21.968	93.946	6.054	33.27	224	0.875	bilinear
622	gluon_resnet50_v1c	78.012	21.988	93.988	6.012	25.58	224	0.875	bicubic
623	seresnext26t_32x4d	77.986	22.014	93.746	6.254	16.81	224	0.875	bicubic
624	selecsls60	77.982	22.018	93.828	6.172	30.67	224	0.875	bicubic
625	res2net50_26w_4s	77.964	22.036	93.854	6.146	25.70	224	0.875	bilinear
626	resmlp_12_distilled_224	77.944	22.056	93.558	6.442	15.35	224	0.875	bicubic
627	mobilenetv3_large_100.miil_in21k_ft_in1k	77.916	22.084	92.910	7.090	5.48	224	0.875	bilinear
628	tf_efficientnet_cc_b0_8e.in1k	77.908	22.092	93.654	6.346	24.01	224	0.875	bicubic
629	resnet26t	77.882	22.118	93.840	6.160	16.01	256	0.940	bicubic
630	seresnext26ts	77.866	22.134	93.790	6.210	10.39	256	0.900	bicubic
631	regnety_016	77.862	22.138	93.720	6.280	11.20	224	0.875	bicubic
632	tf_inception_v3	77.860	22.140	93.640	6.360	23.83	299	0.875	bicubic
633	rexnet_100	77.858	22.142	93.870	6.130	4.80	224	0.875	bicubic
634	xcit_nano_12_p8_384_dist	77.820	22.180	94.036	5.964	3.05	384	1.000	bicubic
635	gcresnext26ts	77.814	22.186	93.834	6.166	10.48	256	0.900	bicubic
636	hardcorenas_e	77.794	22.206	93.694	6.306	8.07	224	0.875	bilinear
637	efficientnet_b0.ra_in1k	77.698	22.302	93.532	6.468	5.29	224	0.875	bicubic
638	tinynet_a.in1k	77.652	22.348	93.536	6.464	6.19	192	0.875	bicubic
639	cs3darknet_m	77.636	22.364	94.014	5.986	9.31	288	0.950	bicubic
640	legacy_seresnet50	77.630	22.370	93.748	6.252	28.09	224	0.875	bilinear
641	tv_resnext50_32x4d	77.620	22.380	93.696	6.304	25.03	224	0.875	bilinear
642	seresnext26d_32x4d	77.602	22.398	93.608	6.392	16.81	224	0.875	bicubic
643	repvgg_b1g4	77.594	22.406	93.826	6.174	39.97	224	0.875	bilinear
644	adv_inception_v3	77.582	22.418	93.736	6.264	23.83	299	0.875	bicubic
645	gluon_resnet50_v1b	77.580	22.420	93.716	6.284	25.56	224	0.875	bicubic
646	res2net50_48w_2s	77.522	22.478	93.554	6.446	25.29	224	0.875	bilinear
647	coat_lite_tiny	77.512	22.488	93.916	6.084	5.72	224	0.900	bicubic
648	tf_efficientnet_lite2.in1k	77.468	22.532	93.754	6.246	6.09	260	0.890	bicubic
649	eca_resnext26ts	77.452	22.548	93.566	6.434	10.30	256	0.900	bicubic
650	inception_v3	77.440	22.560	93.476	6.524	23.83	299	0.875	bicubic
651	hardcorenas_d	77.432	22.568	93.484	6.516	7.50	224	0.875	bilinear
652	tv_resnet101	77.374	22.626	93.540	6.460	44.55	224	0.875	bilinear
653	densenet161	77.358	22.642	93.638	6.362	28.68	224	0.875	bicubic
654	tf_efficientnet_cc_b0_4e.in1k	77.306	22.694	93.334	6.666	13.31	224	0.875	bicubic
655	densenet201	77.286	22.714	93.478	6.522	20.01	224	0.875	bicubic
656	mobilenetv2_120d.ra_in1k	77.284	22.716	93.492	6.508	5.83	224	0.875	bicubic
657	cs3darknet_focus_m	77.278	22.722	93.970	6.030	9.30	288	0.950	bicubic
658	mixnet_m.ft_in1k	77.260	22.740	93.424	6.576	5.01	224	0.875	bicubic
659	poolformer_s12	77.230	22.770	93.504	6.496	11.92	224	0.900	bicubic
660	convnext_atto_ols.a2_in1k	77.216	22.784	93.680	6.320	3.70	288	0.950	bicubic
661	selecsls42b	77.174	22.826	93.390	6.610	32.46	224	0.875	bicubic
662	xcit_tiny_12_p16_224	77.120	22.880	93.712	6.288	6.72	224	1.000	bicubic
663	resnet34d	77.116	22.884	93.382	6.618	21.82	224	0.875	bicubic
664	legacy_seresnext26_32x4d	77.104	22.896	93.316	6.684	16.79	224	0.875	bicubic
665	tf_efficientnet_b0.ap_in1k	77.086	22.914	93.256	6.744	5.29	224	0.875	bicubic
666	hardcorenas_c	77.054	22.946	93.158	6.842	5.52	224	0.875	bilinear
667	dla60	77.032	22.968	93.318	6.682	22.04	224	0.875	bilinear
668	convnext_atto.d2_in1k	77.014	22.986	93.700	6.300	3.70	288	0.950	bicubic
669	crossvit_9_dagger_240	76.980	23.020	93.610	6.390	8.78	240	0.875	bicubic
670	regnetx_016	76.950	23.050	93.420	6.580	9.19	224	0.875	bicubic
671	convmixer_1024_20_ks9_p14	76.946	23.054	93.358	6.642	24.38	224	0.960	bicubic
672	tf_mixnet_m.in1k	76.942	23.058	93.152	6.848	5.01	224	0.875	bicubic
673	gernet_s	76.916	23.084	93.132	6.868	8.17	224	0.875	bilinear
674	skresnet34	76.912	23.088	93.322	6.678	22.28	224	0.875	bicubic
675	tf_efficientnet_b0.aa_in1k	76.848	23.152	93.228	6.772	5.29	224	0.875	bicubic
676	ese_vovnet19b_dw	76.798	23.202	93.268	6.732	6.54	224	0.875	bicubic
677	resnext26ts	76.780	23.220	93.130	6.870	10.30	256	0.900	bicubic
678	hrnet_w18	76.758	23.242	93.444	6.556	21.30	224	0.875	bilinear
679	resnet26d	76.696	23.304	93.150	6.850	16.01	224	0.875	bicubic
680	resmlp_12_224	76.654	23.346	93.180	6.820	15.35	224	0.875	bicubic
681	tf_efficientnet_lite1.in1k	76.642	23.358	93.226	6.774	5.42	240	0.882	bicubic
682	mixer_b16_224	76.600	23.400	92.228	7.772	59.88	224	0.875	bicubic
683	tf_efficientnet_es.in1k	76.594	23.406	93.202	6.798	5.44	224	0.875	bicubic
684	densenetblur121d	76.588	23.412	93.192	6.808	8.00	224	0.875	bicubic
685	hardcorenas_b	76.538	23.462	92.754	7.246	5.18	224	0.875	bilinear
686	levit_128s	76.530	23.470	92.866	7.134	7.78	224	0.900	bicubic
687	mobilenetv2_140.ra_in1k	76.516	23.484	92.996	7.004	6.11	224	0.875	bicubic
688	repvgg_a2	76.460	23.540	93.004	6.996	28.21	224	0.875	bilinear
689	xcit_nano_12_p8_224_dist	76.324	23.676	93.090	6.910	3.05	224	1.000	bicubic
690	dpn68	76.318	23.682	92.978	7.022	12.61	224	0.875	bicubic
691	regnety_008	76.316	23.684	93.066	6.934	6.26	224	0.875	bicubic
692	tv_resnet50	76.138	23.862	92.864	7.136	25.56	224	0.875	bilinear
693	mixnet_s.ft_in1k	75.992	24.008	92.796	7.204	4.13	224	0.875	bicubic
694	vit_small_patch32_224.augreg_in21k_ft_in1k	75.990	24.010	93.272	6.728	22.88	224	0.900	bicubic
695	vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k	75.952	24.048	93.260	6.740	6.36	384	1.000	bicubic
696	hardcorenas_a	75.916	24.084	92.514	7.486	5.26	224	0.875	bilinear
697	densenet169	75.906	24.094	93.026	6.974	14.15	224	0.875	bicubic
698	mobilenetv3_large_100.ra_in1k	75.766	24.234	92.542	7.458	5.48	224	0.875	bicubic
699	edgenext_x_small	75.688	24.312	92.766	7.234	2.34	288	1.000	bicubic
700	tf_mixnet_s.in1k	75.650	24.350	92.628	7.372	4.13	224	0.875	bicubic
701	mobilenetv3_rw.rmsp_in1k	75.634	24.366	92.708	7.292	5.48	224	0.875	bicubic
702	mobilevitv2_075	75.622	24.378	92.768	7.232	2.87	256	0.888	bicubic
703	densenet121	75.578	24.422	92.652	7.348	7.98	224	0.875	bicubic
704	tf_mobilenetv3_large_100.in1k	75.518	24.482	92.606	7.394	5.48	224	0.875	bilinear
705	resnest14d	75.506	24.494	92.518	7.482	10.61	224	0.875	bilinear
706	efficientnet_lite0.ra_in1k	75.484	24.516	92.510	7.490	4.65	224	0.875	bicubic
707	xcit_nano_12_p16_384_dist	75.458	24.542	92.694	7.306	3.05	384	1.000	bicubic
708	vit_tiny_patch16_224.augreg_in21k_ft_in1k	75.454	24.546	92.848	7.152	5.72	224	0.900	bicubic
709	semnasnet_100.rmsp_in1k	75.448	24.552	92.604	7.396	3.89	224	0.875	bicubic
710	resnet26	75.292	24.708	92.570	7.430	16.00	224	0.875	bicubic
711	regnety_006	75.246	24.754	92.532	7.468	6.06	224	0.875	bicubic
712	repvgg_b0	75.152	24.848	92.418	7.582	15.82	224	0.875	bilinear
713	fbnetc_100.rmsp_in1k	75.124	24.876	92.386	7.614	5.57	224	0.875	bilinear
714	hrnet_w18_small_v2	75.114	24.886	92.416	7.584	15.60	224	0.875	bilinear
715	resnet34	75.110	24.890	92.284	7.716	21.80	224	0.875	bilinear
716	regnetx_008	75.038	24.962	92.336	7.664	7.26	224	0.875	bicubic
717	mobilenetv2_110d.ra_in1k	75.036	24.964	92.186	7.814	4.52	224	0.875	bicubic
718	efficientnet_es_pruned.in1k	75.000	25.000	92.448	7.552	5.44	224	0.875	bicubic
719	tinynet_b.in1k	74.974	25.026	92.188	7.812	3.73	188	0.875	bicubic
720	vit_base_patch32_224.augreg_in1k	74.904	25.096	91.778	8.222	88.22	224	0.900	bicubic
721	tf_efficientnet_lite0.in1k	74.830	25.170	92.176	7.824	4.65	224	0.875	bicubic
722	legacy_seresnet34	74.808	25.192	92.124	7.876	21.96	224	0.875	bilinear
723	tv_densenet121	74.738	25.262	92.150	7.850	7.98	224	0.875	bicubic
724	mnasnet_100.rmsp_in1k	74.658	25.342	92.114	7.886	4.38	224	0.875	bicubic
725	mobilevit_xs	74.644	25.356	92.352	7.648	2.32	256	0.900	bicubic
726	dla34	74.630	25.370	92.078	7.922	15.74	224	0.875	bilinear
727	gluon_resnet34_v1b	74.588	25.412	91.990	8.010	21.80	224	0.875	bicubic
728	pit_ti_distilled_224	74.530	25.470	92.096	7.904	5.10	224	0.900	bicubic
729	deit_tiny_distilled_patch16_224	74.510	25.490	91.890	8.110	5.91	224	0.900	bicubic
730	vgg19_bn	74.214	25.786	91.842	8.158	143.68	224	0.875	bilinear
731	spnasnet_100.rmsp_in1k	74.084	25.916	91.818	8.182	4.42	224	0.875	bilinear
732	regnety_004	74.034	25.966	91.752	8.248	4.34	224	0.875	bicubic
733	ghostnet_100	73.978	26.022	91.456	8.544	5.18	224	0.875	bilinear
734	crossvit_9_240	73.964	26.036	91.968	8.032	8.55	240	0.875	bicubic
735	xcit_nano_12_p8_224	73.914	26.086	92.172	7.828	3.05	224	1.000	bicubic
736	regnetx_006	73.852	26.148	91.672	8.328	6.20	224	0.875	bicubic
737	vit_base_patch32_224.sam	73.690	26.310	91.014	8.986	88.22	224	0.900	bicubic
738	tf_mobilenetv3_large_075.in1k	73.438	26.562	91.350	8.650	3.99	224	0.875	bilinear
739	vgg16_bn	73.350	26.650	91.506	8.494	138.37	224	0.875	bilinear
740	crossvit_tiny_240	73.324	26.676	91.916	8.084	7.01	240	0.875	bicubic
741	tv_resnet34	73.312	26.688	91.426	8.574	21.80	224	0.875	bilinear
742	swsl_resnet18	73.276	26.724	91.734	8.266	11.69	224	0.875	bilinear
743	convit_tiny	73.116	26.884	91.714	8.286	5.71	224	0.875	bicubic
744	skresnet18	73.038	26.962	91.168	8.832	11.96	224	0.875	bicubic
745	semnasnet_075.rmsp_in1k	72.974	27.026	91.136	8.864	2.91	224	0.875	bicubic
746	mobilenetv2_100.ra_in1k	72.970	27.030	91.016	8.984	3.50	224	0.875	bicubic
747	pit_ti_224	72.912	27.088	91.402	8.598	4.85	224	0.900	bicubic
748	ssl_resnet18	72.610	27.390	91.416	8.584	11.69	224	0.875	bilinear
749	regnetx_004	72.396	27.604	90.830	9.170	5.16	224	0.875	bicubic
750	vgg19	72.368	27.632	90.872	9.128	143.67	224	0.875	bilinear
751	resnet14t	72.350	27.650	90.340	9.660	10.08	224	0.950	bilinear
752	hrnet_w18_small	72.342	27.658	90.678	9.322	13.19	224	0.875	bilinear
753	xcit_nano_12_p16_224_dist	72.302	27.698	90.862	9.138	3.05	224	1.000	bicubic
754	resnet18d	72.260	27.740	90.696	9.304	11.71	224	0.875	bicubic
755	tf_mobilenetv3_large_minimal_100.in1k	72.248	27.752	90.630	9.370	3.92	224	0.875	bilinear
756	deit_tiny_patch16_224	72.168	27.832	91.118	8.882	5.72	224	0.900	bicubic
757	lcnet_100.ra2_in1k	72.114	27.886	90.378	9.622	2.95	224	0.875	bicubic
758	mixer_l16_224	72.058	27.942	87.668	12.332	208.20	224	0.875	bicubic
759	edgenext_xx_small	71.866	28.134	90.544	9.456	1.33	288	1.000	bicubic
760	vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k	71.788	28.212	90.828	9.172	6.34	224	0.900	bicubic
761	legacy_seresnet18	71.744	28.256	90.334	9.666	11.78	224	0.875	bicubic
762	vgg16	71.594	28.406	90.382	9.618	138.36	224	0.875	bilinear
763	vgg13_bn	71.594	28.406	90.376	9.624	133.05	224	0.875	bilinear
764	tinynet_c.in1k	71.232	28.768	89.748	10.252	2.46	184	0.875	bicubic
765	gluon_resnet18_v1b	70.836	29.164	89.760	10.240	11.69	224	0.875	bicubic
766	pvt_v2_b0	70.656	29.344	90.208	9.792	3.67	224	0.900	bicubic
767	vgg11_bn	70.360	29.640	89.802	10.198	132.87	224	0.875	bilinear
768	regnety_002	70.252	29.748	89.540	10.460	3.16	224	0.875	bicubic
769	mobilevitv2_050	70.140	29.860	89.926	10.074	1.37	256	0.888	bicubic
770	xcit_nano_12_p16_224	69.954	30.046	89.754	10.246	3.05	224	1.000	bicubic
771	vgg13	69.926	30.074	89.246	10.754	133.05	224	0.875	bilinear
772	resnet18	69.748	30.252	89.078	10.922	11.69	224	0.875	bilinear
773	vgg11	69.024	30.976	88.628	11.372	132.86	224	0.875	bilinear
774	mobilevit_xxs	68.912	31.088	88.938	11.062	1.27	256	0.900	bicubic
775	lcnet_075.ra2_in1k	68.818	31.182	88.370	11.630	2.36	224	0.875	bicubic
776	regnetx_002	68.762	31.238	88.556	11.444	2.68	224	0.875	bicubic
777	resnet10t	68.294	31.706	88.078	11.922	5.44	224	0.950	bilinear
778	tf_mobilenetv3_small_100.in1k	67.922	32.078	87.664	12.336	2.54	224	0.875	bilinear
779	dla60x_c	67.892	32.108	88.426	11.574	1.32	224	0.875	bilinear
780	mobilenetv3_small_100.lamb_in1k	67.652	32.348	87.636	12.364	2.54	224	0.875	bicubic
781	tinynet_d.in1k	66.962	33.038	87.066	12.934	2.34	152	0.875	bicubic
782	mnasnet_small.lamb_in1k	66.206	33.794	86.508	13.492	2.03	224	0.875	bicubic
783	dla46x_c	65.970	34.030	86.980	13.020	1.07	224	0.875	bilinear
784	mobilenetv2_050.lamb_in1k	65.942	34.058	86.082	13.918	1.97	224	0.875	bicubic
785	tf_mobilenetv3_small_075.in1k	65.716	34.284	86.130	13.870	2.04	224	0.875	bilinear
786	mobilenetv3_small_075.lamb_in1k	65.246	34.754	85.436	14.564	2.04	224	0.875	bicubic
787	dla46_c	64.866	35.134	86.292	13.708	1.30	224	0.875	bilinear
788	lcnet_050.ra2_in1k	63.100	36.900	84.380	15.620	1.88	224	0.875	bicubic
789	tf_mobilenetv3_small_minimal_100.in1k	62.906	37.094	84.230	15.770	2.04	224	0.875	bilinear
790	tinynet_e.in1k	59.856	40.144	81.762	18.238	2.04	106	0.875	bicubic
791	mobilenetv3_small_050.lamb_in1k	57.890	42.110	80.194	19.806	1.59	224	0.875	bicubic