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

1	model	top1	top1_err	top5	top5_err	param_count	img_size	cropt_pct	interpolation	top1_diff	top5_diff	rank_diff
2	beit_large_patch16_512	90.691	9.309	98.751	1.249	305.67	512	1.000	bicubic	+2.089	+0.095	0
3	beit_large_patch16_384	90.610	9.390	98.766	1.234	305.00	384	1.000	bicubic	+2.206	+0.158	0
4	tf_efficientnet_l2_ns	90.563	9.437	98.779	1.221	480.31	800	0.960	bicubic	+2.215	+0.131	0
5	tf_efficientnet_l2_ns_475	90.540	9.460	98.710	1.290	480.31	475	0.936	bicubic	+2.308	+0.164	0
6	convnext_xlarge_384_in22ft1k	90.452	9.548	98.672	1.328	350.20	384	1.000	bicubic	+2.908	+0.182	0
7	beit_base_patch16_384	90.371	9.629	98.725	1.275	86.74	384	1.000	bicubic	+3.573	+0.589	+6
8	convnext_large_384_in22ft1k	90.256	9.744	98.663	1.337	197.77	384	1.000	bicubic	+2.858	+0.297	0
9	vit_large_patch16_384	90.198	9.802	98.661	1.339	304.72	384	1.000	bicubic	+3.118	+0.359	+1
10	cait_m48_448	90.187	9.813	98.484	1.516	356.46	448	1.000	bicubic	+3.703	+0.732	+6
11	beit_large_patch16_224	90.153	9.847	98.723	1.277	304.43	224	0.900	bicubic	+2.675	+0.417	-4
12	convnext_base_384_in22ft1k	90.142	9.858	98.728	1.272	88.59	384	1.000	bicubic	+3.576	+0.530	+3
13	tf_efficientnet_b7_ns	90.104	9.896	98.614	1.386	66.35	600	0.949	bicubic	+3.264	+0.520	-1
14	cait_m36_384	90.044	9.956	98.493	1.507	271.22	384	1.000	bicubic	+3.992	+0.763	+11
15	dm_nfnet_f6	90.044	9.956	98.546	1.454	438.36	576	0.956	bicubic	+3.900	+0.816	+8
16	swin_large_patch4_window12_384	90.027	9.973	98.663	1.337	196.74	384	1.000	bicubic	+2.879	+0.423	-7
17	tf_efficientnetv2_l_in21ft1k	90.008	9.992	98.619	1.381	118.52	480	1.000	bicubic	+3.704	+0.641	+4
18	swin_base_patch4_window12_384	89.995	10.005	98.695	1.304	87.90	384	1.000	bicubic	+3.563	+0.639	0
19	vit_base_patch16_384	89.984	10.016	98.680	1.319	86.86	384	1.000	bicubic	+3.978	+0.678	+7
20	convnext_xlarge_in22ft1k	89.937	10.063	98.570	1.431	350.20	224	0.875	bicubic	+2.929	+0.362	-9
21	xcit_large_24_p8_384_dist	89.886	10.114	98.384	1.616	188.93	384	1.000	bicubic	+3.886	+0.700	+6
22	cait_s36_384	89.844	10.156	98.424	1.576	68.37	384	1.000	bicubic	+4.382	+0.944	+17
23	xcit_medium_24_p8_384_dist	89.814	10.186	98.362	1.638	84.32	384	1.000	bicubic	+4.000	+0.770	+7
24	convnext_large_in22ft1k	89.807	10.193	98.499	1.501	197.77	224	0.875	bicubic	+3.181	+0.467	-10
25	swin_large_patch4_window7_224	89.796	10.204	98.642	1.358	196.53	224	0.900	bicubic	+3.478	+0.750	-5
26	vit_large_r50_s32_384	89.794	10.206	98.516	1.484	329.09	384	1.000	bicubic	+3.612	+0.598	-4
27	tf_efficientnetv2_m_in21ft1k	89.779	10.221	98.501	1.499	54.14	480	1.000	bicubic	+4.187	+0.755	+8
28	tf_efficientnet_b6_ns	89.777	10.223	98.512	1.488	43.04	528	0.942	bicubic	+3.327	+0.630	-11
29	xcit_small_24_p8_384_dist	89.739	10.261	98.422	1.578	47.63	384	1.000	bicubic	+4.187	+0.850	+7
30	xcit_large_24_p16_384_dist	89.662	10.338	98.401	1.599	189.10	384	1.000	bicubic	+3.906	+0.863	+3
31	tf_efficientnet_b5_ns	89.653	10.347	98.480	1.520	30.39	456	0.934	bicubic	+3.563	+0.730	-7
32	convnext_base_in22ft1k	89.624	10.376	98.529	1.471	88.59	224	0.875	bicubic	+3.828	+0.663	-1
33	tf_efficientnetv2_xl_in21ft1k	89.587	10.413	98.174	1.825	208.12	512	1.000	bicubic	+3.169	+0.308	-14
34	tf_efficientnet_b8_ap	89.581	10.419	98.303	1.697	87.41	672	0.954	bicubic	+4.211	+1.011	+10
35	dm_nfnet_f4	89.557	10.443	98.303	1.697	316.07	512	0.951	bicubic	+3.843	+0.781	-1
36	xcit_small_12_p8_384_dist	89.517	10.483	98.303	1.697	26.21	384	1.000	bicubic	+4.435	+1.023	+15
37	xcit_large_24_p8_224_dist	89.517	10.483	98.224	1.776	188.93	224	1.000	bicubic	+4.119	+0.814	+7
38	cait_s24_384	89.504	10.496	98.365	1.635	47.06	384	1.000	bicubic	+4.456	+1.017	+17
39	dm_nfnet_f3	89.485	10.515	98.399	1.601	254.92	416	0.940	bicubic	+3.961	+0.937	-2
40	xcit_medium_24_p16_384_dist	89.476	10.524	98.296	1.704	84.40	384	1.000	bicubic	+4.056	+0.890	+2
41	dm_nfnet_f5	89.463	10.537	98.324	1.676	377.21	544	0.954	bicubic	+3.650	+0.838	-12
42	deit_base_distilled_patch16_384	89.429	10.571	98.439	1.561	87.63	384	1.000	bicubic	+4.007	+1.107	-1
43	tf_efficientnet_b7_ap	89.429	10.571	98.345	1.655	66.35	600	0.949	bicubic	+4.309	+1.093	+6
44	vit_base_patch8_224	89.425	10.575	98.486	1.514	86.58	224	0.900	bicubic	+3.633	+0.694	-12
45	beit_base_patch16_224	89.408	10.592	98.525	1.475	86.53	224	0.900	bicubic	+4.180	+0.869	+2
46	regnetz_e8	89.380	10.620	98.459	1.542	57.70	320	1.000	bicubic	+4.350	+1.195	+11
47	tf_efficientnetv2_l	89.370	10.630	98.273	1.727	118.52	480	1.000	bicubic	+3.880	+0.901	-9
48	tf_efficientnet_b8	89.352	10.648	98.303	1.697	87.41	672	0.954	bicubic	+3.986	+0.911	-3
49	tf_efficientnet_b6_ap	89.342	10.658	98.281	1.719	43.04	528	0.942	bicubic	+4.554	+1.143	+17
50	vit_large_patch16_224	89.316	10.684	98.394	1.606	304.33	224	0.900	bicubic	+3.472	+0.570	-22
51	tf_efficientnet_b4_ns	89.303	10.697	98.347	1.653	19.34	380	0.922	bicubic	+4.141	+0.877	-3
52	xcit_small_24_p16_384_dist	89.299	10.701	98.328	1.672	47.67	384	1.000	bicubic	+4.205	+1.018	-1
53	xcit_medium_24_p8_224_dist	89.286	10.714	98.189	1.810	84.32	224	1.000	bicubic	+4.218	+0.911	0
54	tf_efficientnetv2_m	89.284	10.716	98.236	1.764	54.14	480	1.000	bicubic	+4.248	+0.958	+2
55	xcit_small_24_p8_224_dist	89.201	10.799	98.243	1.757	47.63	224	1.000	bicubic	+4.327	+1.055	+9
56	xcit_small_12_p16_384_dist	89.199	10.801	98.219	1.781	26.25	384	1.000	bicubic	+4.493	+1.101	+12
57	swin_base_patch4_window7_224	89.145	10.855	98.422	1.578	87.77	224	0.900	bicubic	+3.895	+0.862	-11
58	cait_xs24_384	89.143	10.857	98.292	1.708	26.67	384	1.000	bicubic	+5.081	+1.404	+34
59	eca_nfnet_l2	89.141	10.859	98.315	1.685	56.72	384	1.000	bicubic	+4.445	+1.051	+10
60	ig_resnext101_32x48d	89.118	10.882	98.132	1.868	828.41	224	0.875	bilinear	+3.682	+0.556	-20
61	ig_resnext101_32x32d	89.107	10.893	98.185	1.815	468.53	224	0.875	bilinear	+4.005	+0.751	-11
62	tf_efficientnet_b7	89.083	10.917	98.185	1.815	66.35	600	0.949	bicubic	+4.149	+0.979	-1
63	ecaresnet269d	89.066	10.934	98.232	1.768	102.09	352	1.000	bicubic	+4.090	+1.006	-4
64	xcit_large_24_p16_224_dist	89.039	10.961	98.061	1.939	189.10	224	1.000	bicubic	+4.121	+0.929	-2
65	resmlp_big_24_224_in22ft1k	89.011	10.989	98.215	1.785	129.14	224	0.875	bicubic	+4.617	+1.095	+12
66	dm_nfnet_f2	89.007	10.993	98.189	1.810	193.78	352	0.920	bicubic	+3.943	+0.950	-12
67	xcit_small_12_p8_224_dist	89.004	10.996	98.081	1.919	26.21	224	1.000	bicubic	+4.772	+1.209	+19
68	efficientnetv2_rw_m	88.985	11.015	98.213	1.787	53.24	416	1.000	bicubic	+4.175	+1.067	-3
69	tf_efficientnet_b5_ap	88.940	11.060	98.164	1.836	30.39	456	0.934	bicubic	+4.684	+1.186	+16
70	dm_nfnet_f1	88.925	11.075	98.115	1.885	132.63	320	0.910	bicubic	+4.301	+1.017	0
71	tf_efficientnetv2_s_in21ft1k	88.902	11.098	98.279	1.721	21.46	384	1.000	bicubic	+4.604	+1.025	+9
72	regnetz_d8	88.857	11.143	98.189	1.810	23.37	320	1.000	bicubic	+4.805	+1.195	+21
73	vit_base_patch16_224	88.857	11.143	98.228	1.772	86.57	224	0.900	bicubic	+4.331	+0.930	-2
74	resnetrs420	88.842	11.158	98.034	1.966	191.89	416	1.000	bicubic	+3.832	+0.910	-16
75	resnetrs270	88.834	11.166	98.136	1.864	129.86	352	1.000	bicubic	+4.400	+1.164	0
76	ig_resnext101_32x16d	88.825	11.175	98.049	1.951	194.03	224	0.875	bilinear	+4.653	+0.851	+12
77	vit_small_r26_s32_384	88.817	11.184	98.341	1.659	36.47	384	1.000	bicubic	+4.770	+1.011	+18
78	vit_base_r50_s16_384	88.808	11.192	98.232	1.768	98.95	384	1.000	bicubic	+3.836	+0.942	-18
79	xcit_medium_24_p16_224_dist	88.804	11.196	98.038	1.962	84.40	224	1.000	bicubic	+4.524	+1.098	+4
80	seresnet152d	88.797	11.203	98.174	1.825	66.84	320	1.000	bicubic	+4.439	+1.132	-1
81	xcit_tiny_24_p8_384_dist	88.780	11.220	98.162	1.838	12.11	384	1.000	bicubic	+5.032	+1.452	+29
82	swsl_resnext101_32x8d	88.778	11.222	98.149	1.851	88.79	224	0.875	bilinear	+4.488	+0.969	0
83	tf_efficientnet_b6	88.761	11.239	98.064	1.937	43.04	528	0.942	bicubic	+4.653	+1.178	+7
84	resnetrs350	88.759	11.241	98.031	1.968	163.96	384	1.000	bicubic	+4.039	+1.043	-17
85	vit_base_patch16_224_miil	88.740	11.260	98.029	1.971	86.54	224	0.875	bilinear	+4.470	+1.227	-1
86	resnetv2_152x2_bitm	88.731	11.269	98.307	1.693	236.34	448	1.000	bilinear	+4.223	+0.873	-13
87	regnety_160	88.701	11.299	98.068	1.932	83.59	288	1.000	bicubic	+5.015	+1.292	+26
88	pit_b_distilled_224	88.674	11.326	98.091	1.909	74.79	224	0.900	bicubic	+4.532	+1.235	+1
89	vit_small_patch16_384	88.652	11.348	98.232	1.768	22.20	384	1.000	bicubic	+4.846	+1.132	+19
90	regnetz_d32	88.652	11.348	98.083	1.917	27.58	320	0.950	bicubic	+4.630	+1.217	+7
91	eca_nfnet_l1	88.624	11.376	98.132	1.868	41.41	320	1.000	bicubic	+4.612	+1.104	+7
92	resnetrs200	88.609	11.391	98.038	1.962	93.21	320	1.000	bicubic	+4.543	+1.164	-1
93	convnext_large	88.573	11.427	97.852	2.148	197.77	224	0.875	bicubic	+4.277	+0.958	-12
94	resnetv2_152x4_bitm	88.554	11.446	98.194	1.806	936.53	480	1.000	bilinear	+3.638	+0.752	-31
95	resnet200d	88.545	11.455	97.959	2.041	64.69	320	1.000	bicubic	+4.583	+1.135	+4
96	xcit_small_24_p16_224_dist	88.533	11.467	97.999	2.001	47.67	224	1.000	bicubic	+4.671	+1.275	+5
97	resnest269e	88.524	11.476	98.027	1.973	110.93	416	0.928	bicubic	+4.008	+1.041	-25
98	crossvit_18_dagger_408	88.473	11.527	97.893	2.107	44.61	408	1.000	bicubic	+4.281	+1.075	-11
99	efficientnetv2_rw_s	88.473	11.527	97.972	2.028	23.94	384	1.000	bicubic	+4.663	+1.250	+9
100	resnetv2_101x3_bitm	88.464	11.536	98.157	1.843	387.93	448	1.000	bilinear	+4.022	+0.775	-26
101	cait_s24_224	88.456	11.544	97.957	2.043	46.92	224	1.000	bicubic	+4.998	+1.393	+17
102	resnetv2_50x3_bitm	88.447	11.553	98.198	1.802	217.32	448	1.000	bilinear	+4.433	+1.074	-5
103	resmlp_big_24_distilled_224	88.443	11.557	97.940	2.060	129.14	224	0.875	bicubic	+4.855	+1.292	+13
104	resnest200e	88.432	11.568	98.044	1.956	70.20	320	0.909	bicubic	+4.602	+1.150	+1
105	tf_efficientnet_b3_ns	88.426	11.574	98.029	1.971	12.23	300	0.904	bicubic	+4.378	+1.121	-11
106	vit_large_r50_s32_224	88.421	11.579	98.087	1.913	328.99	224	0.900	bicubic	+3.991	+0.921	-30
107	tf_efficientnetv2_s	88.398	11.602	97.927	2.073	21.46	384	1.000	bicubic	+4.512	+1.231	-7
108	efficientnet_b4	88.366	11.634	97.961	2.039	19.34	384	1.000	bicubic	+4.942	+1.365	+11
109	resnet152d	88.353	11.647	97.935	2.065	60.21	320	1.000	bicubic	+4.679	+1.197	+6
110	tf_efficientnet_b4_ap	88.349	11.651	97.893	2.107	19.34	380	0.922	bicubic	+5.097	+1.499	+16
111	convnext_base	88.328	11.672	97.792	2.208	88.59	224	0.875	bicubic	+4.512	+1.024	-5
112	tf_efficientnet_b5	88.321	11.679	97.914	2.086	30.39	456	0.934	bicubic	+4.509	+1.166	-5
113	crossvit_15_dagger_408	88.308	11.692	97.874	2.127	28.50	408	1.000	bicubic	+4.476	+1.090	-9
114	resnetrs152	88.251	11.749	97.737	2.263	86.62	320	1.000	bicubic	+4.539	+1.123	-2
115	xcit_small_12_p16_224_dist	88.251	11.749	97.846	2.154	26.25	224	1.000	bicubic	+4.903	+1.010	+8
116	deit_base_distilled_patch16_224	88.214	11.786	97.918	2.082	87.34	224	0.900	bicubic	+4.824	+1.432	+4
117	xcit_tiny_24_p16_384_dist	88.159	11.841	97.946	2.054	12.12	384	1.000	bicubic	+5.589	+1.662	+36
118	xcit_large_24_p8_224	88.157	11.843	97.389	2.611	188.93	224	1.000	bicubic	+3.765	+0.731	-40
119	ig_resnext101_32x8d	88.155	11.845	97.856	2.144	88.79	224	0.875	bilinear	+5.457	+1.224	+28
120	resnetv2_152x2_bit_teacher_384	88.153	11.848	98.051	1.949	236.34	384	1.000	bicubic	+4.309	+0.933	-18
121	cait_xxs36_384	88.138	11.862	97.910	2.090	17.37	384	1.000	bicubic	+5.946	+1.764	+54
122	dm_nfnet_f0	88.127	11.873	97.854	2.146	71.49	256	0.900	bicubic	+4.741	+1.280	-1
123	xcit_tiny_12_p8_384_dist	88.101	11.899	97.918	2.082	6.71	384	1.000	bicubic	+5.709	+1.696	+38
124	swsl_resnext101_32x4d	88.099	11.901	97.970	2.030	44.18	224	0.875	bilinear	+4.863	+1.206	+3
125	convnext_small	88.048	11.952	97.779	2.220	50.22	224	0.875	bicubic	+4.922	+1.355	+6
126	xcit_tiny_24_p8_224_dist	88.039	11.961	97.814	2.186	12.11	224	1.000	bicubic	+5.477	+1.646	+28
127	eca_nfnet_l0	87.973	12.027	97.874	2.127	24.14	288	1.000	bicubic	+5.395	+1.382	+25
128	nfnet_l0	87.971	12.029	97.869	2.131	35.07	288	1.000	bicubic	+5.219	+1.351	+16
129	xcit_small_24_p8_224	87.969	12.031	97.581	2.419	47.63	224	1.000	bicubic	+4.127	+0.945	-26
130	tf_efficientnet_b4	87.963	12.037	97.739	2.261	19.34	380	0.922	bicubic	+4.939	+1.439	+6
131	resnet101d	87.937	12.063	97.908	2.092	44.57	320	1.000	bicubic	+4.915	+1.462	+6
132	regnety_032	87.933	12.067	97.891	2.109	19.44	288	1.000	bicubic	+5.207	+1.467	+13
133	vit_base_patch32_384	87.907	12.093	98.010	1.990	88.30	384	1.000	bicubic	+4.559	+1.596	-9
134	twins_svt_large	87.901	12.099	97.581	2.419	99.27	224	0.900	bicubic	+4.221	+0.987	-20
135	twins_pcpvt_large	87.879	12.121	97.859	2.142	60.99	224	0.900	bicubic	+4.743	+1.257	-6
136	regnetz_c16	87.858	12.142	97.818	2.182	13.46	320	0.940	bicubic	+5.340	+1.458	+21
137	deit_base_patch16_384	87.841	12.159	97.510	2.490	86.86	384	1.000	bicubic	+4.735	+1.140	-4
138	xcit_small_12_p8_224	87.828	12.172	97.566	2.434	26.21	224	1.000	bicubic	+4.484	+1.086	-13
139	tresnet_xl_448	87.796	12.204	97.457	2.543	78.44	448	0.875	bilinear	+4.742	+1.285	-4
140	resnetv2_50x1_bit_distilled	87.792	12.208	97.903	2.097	25.55	224	0.875	bicubic	+4.964	+1.377	+1
141	tresnet_m	87.738	12.262	97.521	2.479	31.39	224	0.875	bilinear	+4.666	+1.403	-7
142	twins_pcpvt_base	87.732	12.268	97.726	2.274	43.83	224	0.900	bicubic	+5.028	+1.378	+4
143	gc_efficientnetv2_rw_t	87.717	12.283	97.807	2.193	13.68	288	1.000	bicubic	+5.251	+1.511	+15
144	resnetv2_101x1_bitm	87.683	12.317	97.938	2.062	44.54	448	1.000	bilinear	+5.349	+1.421	+22
145	swin_small_patch4_window7_224	87.668	12.332	97.566	2.434	49.61	224	0.900	bicubic	+4.454	+1.242	-17
146	efficientnetv2_rw_t	87.644	12.356	97.688	2.312	13.65	288	1.000	bicubic	+5.300	+1.492	+19
147	pnasnet5large	87.642	12.358	97.487	2.513	86.06	331	0.911	bicubic	+4.854	+1.447	-4
148	twins_svt_base	87.642	12.358	97.523	2.477	56.07	224	0.900	bicubic	+4.506	+1.103	-18
149	swsl_resnext101_32x16d	87.608	12.392	97.818	2.182	194.03	224	0.875	bilinear	+4.252	+0.976	-28
150	jx_nest_base	87.608	12.392	97.515	2.485	67.72	224	0.875	bicubic	+4.054	+1.151	-32
151	xcit_medium_24_p8_224	87.604	12.396	97.197	2.803	84.32	224	1.000	bicubic	+3.868	+0.803	-40
152	swsl_resnext50_32x4d	87.595	12.405	97.654	2.346	25.03	224	0.875	bilinear	+5.421	+1.422	+24
153	levit_384	87.557	12.443	97.549	2.451	39.13	224	0.900	bicubic	+4.969	+1.527	-3
154	tf_efficientnet_b2_ns	87.555	12.445	97.628	2.372	9.11	260	0.890	bicubic	+5.175	+1.380	+8
155	ecaresnet50t	87.542	12.458	97.643	2.357	25.57	320	0.950	bicubic	+5.194	+1.505	+9
156	jx_nest_small	87.495	12.505	97.519	2.481	38.35	224	0.875	bicubic	+4.375	+1.191	-24
157	resnetv2_152x2_bit_teacher	87.493	12.507	97.814	2.186	236.34	224	0.875	bicubic	+4.621	+1.244	-17
158	resnet152	87.457	12.543	97.402	2.598	60.19	224	0.950	bicubic	+4.633	+1.268	-16
159	fbnetv3_g	87.452	12.548	97.549	2.451	16.62	288	0.950	bilinear	+5.406	+1.485	+23
160	resnet61q	87.439	12.561	97.600	2.400	36.85	288	1.000	bicubic	+4.913	+1.466	-5
161	efficientnet_b3	87.435	12.565	97.681	2.319	12.23	320	1.000	bicubic	+5.193	+1.567	+12
162	cait_xxs24_384	87.412	12.588	97.619	2.381	12.03	384	1.000	bicubic	+6.448	+1.973	+74
163	resnet51q	87.401	12.599	97.585	2.415	35.70	288	1.000	bilinear	+5.039	+1.405	0
164	coat_lite_small	87.380	12.620	97.368	2.632	19.84	224	0.900	bicubic	+5.070	+1.520	+4
165	xcit_tiny_24_p8_224	87.377	12.623	97.628	2.372	12.11	224	1.000	bicubic	+5.486	+1.650	+24
166	tresnet_l_448	87.375	12.625	97.487	2.513	55.99	448	0.875	bilinear	+5.105	+1.509	+6
167	nasnetalarge	87.350	12.650	97.417	2.583	88.75	331	0.911	bicubic	+4.724	+1.371	-18
168	crossvit_18_dagger_240	87.346	12.655	97.455	2.545	44.27	240	0.875	bicubic	+4.826	+1.383	-12
169	convnext_tiny	87.339	12.661	97.436	2.564	28.59	224	0.875	bicubic	+5.275	+1.602	+10
170	crossvit_18_240	87.318	12.682	97.483	2.517	43.27	240	0.875	bicubic	+4.918	+1.429	-10
171	resnetv2_101	87.316	12.684	97.323	2.677	44.54	224	0.950	bicubic	+5.274	+1.461	+12
172	ecaresnet101d	87.288	12.712	97.558	2.442	44.57	224	0.875	bicubic	+5.116	+1.510	+5
173	resnest101e	87.284	12.716	97.560	2.440	48.28	256	0.875	bilinear	+4.396	+1.240	-34
174	pit_s_distilled_224	87.273	12.727	97.500	2.500	24.04	224	0.900	bicubic	+5.277	+1.704	+10
175	resnetrs101	87.249	12.751	97.455	2.545	63.62	288	0.940	bicubic	+4.961	+1.447	-4
176	mixer_b16_224_miil	87.230	12.770	97.410	2.590	59.88	224	0.875	bilinear	+4.926	+1.694	-7
177	tresnet_xl	87.228	12.772	97.400	2.600	78.44	224	0.875	bilinear	+5.170	+1.463	+4
178	xcit_tiny_12_p8_224_dist	87.222	12.778	97.444	2.556	6.71	224	1.000	bicubic	+6.014	+1.842	+41
179	convit_base	87.207	12.793	97.286	2.714	86.54	224	0.875	bicubic	+4.913	+1.352	-9
180	xcit_tiny_12_p16_384_dist	87.200	12.800	97.466	2.534	6.72	384	1.000	bicubic	+6.256	+2.056	+57
181	tf_efficientnet_b3_ap	87.194	12.806	97.380	2.620	12.23	300	0.904	bicubic	+5.368	+1.756	+11
182	visformer_small	87.185	12.815	97.320	2.679	40.22	224	0.900	bicubic	+5.079	+1.447	-4
183	crossvit_15_dagger_240	87.170	12.830	97.438	2.562	28.21	240	0.875	bicubic	+4.844	+1.480	-16
184	xcit_small_24_p16_224	87.132	12.868	97.263	2.737	47.67	224	1.000	bicubic	+4.550	+1.259	-33
185	resnet101	87.081	12.919	97.263	2.737	44.55	224	0.950	bicubic	+5.149	+1.497	+3
186	convit_small	87.053	12.947	97.348	2.652	27.78	224	0.875	bicubic	+5.629	+1.606	+21
187	crossvit_15_240	87.051	12.949	97.423	2.577	27.53	240	0.875	bicubic	+5.507	+1.735	+13
188	tf_efficientnetv2_b3	87.027	12.973	97.303	2.697	14.36	300	0.904	bicubic	+5.059	+1.523	-1
189	jx_nest_tiny	87.012	12.988	97.378	2.622	17.06	224	0.875	bicubic	+5.590	+1.762	+19
190	regnetz_b16	87.012	12.988	97.427	2.573	9.72	288	0.940	bicubic	+6.296	+1.949	+58
191	xcit_small_12_p16_224	87.012	12.988	97.246	2.754	26.25	224	1.000	bicubic	+5.036	+1.428	-5
192	deit_small_distilled_patch16_224	86.995	13.005	97.316	2.684	22.44	224	0.900	bicubic	+5.791	+1.938	+28
193	resmlp_36_distilled_224	86.989	13.011	97.276	2.724	44.69	224	0.875	bicubic	+5.835	+1.788	+29
194	xcit_large_24_p16_224	86.955	13.045	96.919	3.081	189.10	224	1.000	bicubic	+4.063	+1.041	-56
195	xcit_medium_24_p16_224	86.938	13.062	97.101	2.899	84.40	224	1.000	bicubic	+4.300	+1.125	-47
196	tnt_s_patch16_224	86.903	13.097	97.365	2.635	23.76	224	0.900	bicubic	+5.387	+1.619	+6
197	vit_small_patch16_224	86.867	13.133	97.613	2.387	22.05	224	0.900	bicubic	+5.471	+1.479	+12
198	ssl_resnext101_32x16d	86.865	13.135	97.519	2.481	194.03	224	0.875	bilinear	+5.011	+1.425	-7
199	vit_small_r26_s32_224	86.859	13.141	97.530	2.470	36.43	224	0.900	bicubic	+5.003	+1.510	-9
200	convmixer_1536_20	86.850	13.150	97.348	2.652	51.63	224	0.960	bicubic	+5.484	+1.734	+12
201	rexnet_200	86.844	13.156	97.276	2.724	16.37	224	0.875	bicubic	+5.216	+1.608	-4
202	tf_efficientnet_b3	86.835	13.165	97.297	2.703	12.23	300	0.904	bicubic	+5.199	+1.579	-6
203	deit_base_patch16_224	86.831	13.169	97.049	2.951	86.57	224	0.900	bicubic	+4.837	+1.315	-18
204	swsl_resnet50	86.825	13.175	97.496	2.504	25.56	224	0.875	bilinear	+5.654	+1.518	+17
205	tresnet_m_448	86.814	13.186	97.216	2.784	31.39	448	0.875	bilinear	+5.110	+1.642	-12
206	tf_efficientnet_lite4	86.803	13.197	97.265	2.735	13.01	380	0.920	bilinear	+5.267	+1.597	-5
207	ssl_resnext101_32x8d	86.801	13.199	97.472	2.528	88.79	224	0.875	bilinear	+5.193	+1.430	-9
208	coat_mini	86.795	13.205	97.158	2.842	10.34	224	0.900	bicubic	+5.531	+1.764	+8
209	tresnet_l	86.763	13.237	97.269	2.731	55.99	224	0.875	bilinear	+5.273	+1.645	-4
210	twins_svt_small	86.758	13.242	97.180	2.820	24.06	224	0.900	bicubic	+5.074	+1.508	-16
211	crossvit_base_240	86.735	13.265	97.122	2.878	105.03	240	0.875	bicubic	+4.521	+1.290	-37
212	levit_256	86.728	13.272	97.256	2.744	18.89	224	0.900	bicubic	+5.222	+1.764	-8
213	seresnext50_32x4d	86.694	13.306	97.218	2.782	27.56	224	0.875	bicubic	+5.436	+1.590	+4
214	crossvit_small_240	86.692	13.308	97.273	2.727	26.86	240	0.875	bicubic	+5.670	+1.816	+17
215	halo2botnet50ts_256	86.686	13.314	97.096	2.904	22.64	256	0.950	bicubic	+4.624	+1.454	-35
216	pit_b_224	86.684	13.316	96.898	3.102	73.76	224	0.900	bicubic	+4.240	+1.186	-57
217	tf_efficientnet_b1_ns	86.669	13.331	97.378	2.622	7.79	240	0.882	bicubic	+5.283	+1.642	-7
218	swin_tiny_patch4_window7_224	86.660	13.340	97.197	2.803	28.29	224	0.900	bicubic	+5.286	+1.655	-7
219	wide_resnet50_2	86.645	13.355	97.207	2.793	68.88	224	0.875	bicubic	+5.193	+1.677	-13
220	gernet_l	86.641	13.359	97.190	2.810	31.08	256	0.875	bilinear	+5.295	+1.658	-7
221	efficientnet_el	86.632	13.368	97.175	2.825	10.59	300	0.904	bicubic	+5.326	+1.649	-6
222	twins_pcpvt_small	86.624	13.376	97.340	2.660	24.11	224	0.900	bicubic	+5.536	+1.700	+6
223	resmlp_24_distilled_224	86.620	13.380	97.141	2.859	30.02	224	0.875	bicubic	+5.856	+1.917	+22
224	nf_resnet50	86.605	13.395	97.291	2.709	25.56	288	0.940	bicubic	+5.951	+1.957	+25
225	resnest50d_4s2x40d	86.588	13.412	97.267	2.733	30.42	224	0.875	bicubic	+5.478	+1.703	0
226	efficientnet_b3_pruned	86.579	13.421	97.190	2.810	9.86	300	0.904	bicubic	+5.723	+1.946	+16
227	sehalonet33ts	86.568	13.432	97.004	2.995	13.69	256	0.940	bicubic	+5.602	+1.732	+7
228	sebotnet33ts_256	86.568	13.432	96.791	3.209	13.70	256	0.940	bicubic	+5.414	+1.623	-4
229	repvgg_b3	86.562	13.438	97.141	2.859	123.09	224	0.875	bilinear	+6.066	+1.877	+26
230	xcit_tiny_24_p16_224_dist	86.536	13.464	97.218	2.782	12.12	224	1.000	bicubic	+6.088	+2.002	+31
231	halonet50ts	86.502	13.498	97.152	2.848	22.73	256	0.940	bicubic	+4.844	+1.542	-36
232	ssl_resnext101_32x4d	86.479	13.521	97.468	2.532	44.18	224	0.875	bilinear	+5.553	+1.744	+7
233	ecaresnet50d	86.470	13.530	97.186	2.814	25.58	224	0.875	bicubic	+5.868	+1.866	+19
234	gcresnet50t	86.468	13.532	97.141	2.859	25.90	256	0.900	bicubic	+5.530	+1.689	+4
235	gluon_resnet152_v1s	86.466	13.534	97.113	2.887	60.32	224	0.875	bicubic	+5.444	+1.699	-3
236	haloregnetz_b	86.464	13.536	96.943	3.057	11.68	224	0.940	bicubic	+5.412	+1.749	-7
237	resnest50d_1s4x24d	86.445	13.556	97.150	2.850	25.68	224	0.875	bicubic	+5.459	+1.830	-4
238	resnetv2_50x1_bitm	86.442	13.558	97.600	2.400	25.55	448	1.000	bilinear	+6.100	+1.920	+29
239	repvgg_b3g4	86.361	13.639	97.054	2.946	83.83	224	0.875	bilinear	+6.149	+1.948	+40
240	lamhalobotnet50ts_256	86.355	13.645	97.062	2.938	22.57	256	0.950	bicubic	+4.805	+1.560	-41
241	cait_xxs36_224	86.340	13.660	97.113	2.887	17.30	224	1.000	bicubic	+6.590	+2.243	+65
242	legacy_senet154	86.340	13.660	96.923	3.077	115.09	224	0.875	bilinear	+5.030	+1.433	-28
243	resnext50_32x4d	86.331	13.669	96.964	3.036	25.03	224	0.950	bicubic	+5.227	+1.638	-17
244	gernet_m	86.329	13.671	97.096	2.904	21.14	224	0.875	bilinear	+5.583	+1.912	+2
245	pit_s_224	86.323	13.677	97.047	2.953	23.46	224	0.900	bicubic	+5.225	+1.717	-18
246	vit_small_patch32_384	86.314	13.686	97.419	2.581	22.92	384	1.000	bicubic	+5.830	+1.821	+10
247	efficientnet_b2	86.308	13.692	96.990	3.010	9.11	288	1.000	bicubic	+5.696	+1.676	+3
248	gluon_senet154	86.272	13.729	96.947	3.053	115.09	224	0.875	bicubic	+5.040	+1.599	-30
249	resnest50d	86.240	13.761	97.066	2.934	27.48	224	0.875	bilinear	+5.262	+1.688	-15
250	convmixer_768_32	86.225	13.775	97.034	2.966	21.11	224	0.960	bicubic	+6.061	+1.962	+33
251	ecaresnet101d_pruned	86.210	13.790	97.335	2.665	24.88	224	0.875	bicubic	+5.394	+1.701	-8
252	efficientnet_el_pruned	86.201	13.799	97.026	2.974	10.59	300	0.904	bicubic	+5.899	+1.808	+19
253	cspdarknet53	86.184	13.816	97.013	2.987	27.64	256	0.887	bilinear	+6.122	+1.929	+35
254	inception_v4	86.167	13.833	96.915	3.085	42.68	299	0.875	bicubic	+5.997	+1.945	+28
255	rexnet_150	86.156	13.844	97.062	2.938	9.73	224	0.875	bicubic	+5.846	+1.896	+15
256	inception_resnet_v2	86.135	13.865	97.043	2.957	55.84	299	0.897	bicubic	+5.675	+1.735	+4
257	xcit_tiny_12_p8_224	86.105	13.895	97.084	2.917	6.71	224	1.000	bicubic	+6.411	+2.029	+53
258	tf_efficientnet_el	86.088	13.912	96.957	3.042	10.59	300	0.904	bicubic	+5.838	+1.828	+17
259	ssl_resnext50_32x4d	86.077	13.923	97.212	2.788	25.03	224	0.875	bilinear	+5.761	+1.802	+10
260	gluon_resnet101_v1s	86.058	13.942	97.024	2.976	44.67	224	0.875	bicubic	+5.756	+1.864	+11
261	ecaresnetlight	86.058	13.942	97.064	2.936	30.16	224	0.875	bicubic	+5.596	+1.812	-1
262	lambda_resnet50ts	86.039	13.961	96.744	3.256	21.54	256	0.950	bicubic	+4.889	+1.640	-38
263	gluon_seresnext101_32x4d	86.032	13.968	96.977	3.023	48.96	224	0.875	bicubic	+5.126	+1.681	-23
264	resnetv2_50	86.022	13.978	96.898	3.102	25.55	224	0.950	bicubic	+5.602	+1.824	-2
265	seresnet33ts	86.009	13.991	97.011	2.989	19.78	256	0.900	bicubic	+5.653	+1.903	+1
266	gcresnext50ts	86.007	13.993	96.964	3.036	15.67	256	0.900	bicubic	+5.429	+1.794	-13
267	resnet50d	85.996	14.004	96.985	3.015	25.58	224	0.875	bicubic	+5.470	+1.823	-13
268	ecaresnet26t	85.981	14.019	97.039	2.961	16.01	320	0.950	bicubic	+6.133	+1.955	+32
269	tf_efficientnet_b2_ap	85.975	14.025	96.810	3.190	9.11	260	0.890	bicubic	+5.673	+1.782	+4
270	gluon_seresnext101_64x4d	85.956	14.044	96.979	3.021	88.23	224	0.875	bicubic	+5.078	+1.681	-29
271	vit_base_patch32_224	85.956	14.044	97.128	2.872	88.22	224	0.900	bicubic	+5.234	+1.562	-24
272	fbnetv3_d	85.926	14.074	97.026	2.974	10.31	256	0.950	bilinear	+6.244	+2.076	+39
273	gluon_resnet152_v1d	85.915	14.085	96.810	3.190	60.21	224	0.875	bicubic	+5.439	+1.602	-16
274	vit_large_patch32_384	85.911	14.089	97.368	2.632	306.63	384	1.000	bicubic	+4.401	+1.274	-71
275	tf_efficientnetv2_b2	85.900	14.100	96.889	3.111	10.10	260	0.890	bicubic	+5.694	+1.847	+5
276	tf_efficientnet_b2	85.898	14.102	96.862	3.139	9.11	260	0.890	bicubic	+5.818	+1.954	+11
277	resnet50_gn	85.883	14.117	96.849	3.151	25.56	224	0.940	bicubic	+5.831	+1.903	+12
278	vit_base_patch16_224_sam	85.877	14.123	96.697	3.303	86.57	224	0.900	bicubic	+5.635	+1.941	-2
279	seresnet50	85.853	14.147	97.009	2.991	28.09	224	0.875	bicubic	+5.589	+1.937	-5
280	repvgg_b2g4	85.849	14.151	96.812	3.188	61.76	224	0.875	bilinear	+6.479	+2.126	+47
281	gluon_resnet101_v1d	85.847	14.153	96.663	3.337	44.57	224	0.875	bicubic	+5.431	+1.647	-18
282	gcresnet33ts	85.808	14.192	96.900	3.100	19.88	256	0.900	bicubic	+5.724	+1.900	+4
283	mixnet_xl	85.791	14.209	96.712	3.288	11.90	224	0.875	bicubic	+5.315	+1.778	-25
284	ens_adv_inception_resnet_v2	85.778	14.222	96.757	3.243	55.84	299	0.897	bicubic	+5.798	+1.819	+8
285	cspresnext50	85.748	14.252	96.840	3.160	20.57	224	0.875	bilinear	+5.698	+1.894	+5
286	tf_efficientnet_lite3	85.746	14.254	96.889	3.111	8.20	300	0.904	bilinear	+5.928	+1.975	+18
287	ese_vovnet39b	85.744	14.256	96.894	3.107	24.57	224	0.875	bicubic	+6.434	+2.178	+43
288	legacy_seresnext101_32x4d	85.744	14.256	96.757	3.243	48.96	224	0.875	bilinear	+5.516	+1.743	-11
289	gluon_resnext101_32x4d	85.744	14.256	96.635	3.365	44.18	224	0.875	bicubic	+5.404	+1.709	-20
290	xcit_tiny_24_p16_224	85.740	14.260	96.938	3.062	12.12	224	1.000	bicubic	+6.292	+2.052	+35
291	eca_resnet33ts	85.738	14.262	96.900	3.100	19.68	256	0.900	bicubic	+5.654	+1.930	-6
292	cspresnet50	85.723	14.277	96.799	3.200	21.62	256	0.887	bilinear	+6.143	+2.096	+25
293	regnety_320	85.723	14.277	96.725	3.275	145.05	224	0.875	bicubic	+4.915	+1.481	-49
294	resnet50	85.716	14.284	96.492	3.508	25.56	224	0.950	bicubic	+5.344	+1.882	-30
295	resmlp_big_24_224	85.697	14.303	96.424	3.576	129.14	224	0.875	bicubic	+4.665	+1.404	-65
296	xception71	85.693	14.307	96.776	3.224	42.34	299	0.903	bicubic	+5.821	+1.854	+1
297	gluon_resnext101_64x4d	85.693	14.307	96.644	3.356	83.46	224	0.875	bicubic	+5.089	+1.652	-45
298	efficientnet_em	85.682	14.318	96.943	3.057	6.90	240	0.882	bicubic	+6.432	+2.147	+42
299	deit_small_patch16_224	85.676	14.324	96.904	3.096	22.05	224	0.900	bicubic	+5.810	+1.858	0
300	pit_xs_distilled_224	85.654	14.345	96.665	3.335	11.00	224	0.900	bicubic	+6.350	+2.299	+34
301	dpn107	85.650	14.350	96.723	3.277	86.92	224	0.875	bicubic	+5.478	+1.817	-20
302	efficientnet_b2_pruned	85.642	14.358	96.746	3.254	8.31	260	0.890	bicubic	+5.726	+1.892	-9
303	resmlp_36_224	85.618	14.382	96.795	3.205	44.69	224	0.875	bicubic	+5.850	+1.909	+2
304	ecaresnet50d_pruned	85.576	14.425	96.938	3.062	19.94	224	0.875	bicubic	+5.866	+2.058	+5
305	gluon_resnet152_v1c	85.573	14.427	96.646	3.354	60.21	224	0.875	bicubic	+5.661	+1.798	-10
306	levit_192	85.569	14.431	96.742	3.258	10.95	224	0.900	bicubic	+5.737	+1.956	-4
307	resnext50d_32x4d	85.567	14.433	96.748	3.252	25.05	224	0.875	bicubic	+5.897	+1.884	+6
308	tf_efficientnetv2_b1	85.561	14.439	96.727	3.273	8.14	240	0.882	bicubic	+6.099	+2.001	+15
309	regnety_120	85.546	14.454	96.785	3.215	51.82	224	0.875	bicubic	+5.176	+1.661	-44
310	fbnetv3_b	85.522	14.478	96.862	3.139	8.60	256	0.950	bilinear	+6.372	+2.116	+37
311	regnetx_320	85.518	14.482	96.669	3.331	107.81	224	0.875	bicubic	+5.278	+1.647	-34
312	nf_regnet_b1	85.505	14.495	96.789	3.211	10.22	288	0.900	bicubic	+6.217	+2.039	+24
313	dpn92	85.503	14.497	96.629	3.371	37.67	224	0.875	bicubic	+5.487	+1.801	-22
314	rexnet_130	85.473	14.527	96.684	3.316	7.56	224	0.875	bicubic	+5.973	+2.002	+6
315	gluon_resnet152_v1b	85.465	14.536	96.556	3.444	60.19	224	0.875	bicubic	+5.788	+1.818	-3
316	resnetrs50	85.458	14.542	96.733	3.267	35.69	224	0.910	bicubic	+5.568	+1.767	-20
317	dpn131	85.394	14.606	96.637	3.363	79.25	224	0.875	bicubic	+5.570	+1.929	-14
318	regnetx_160	85.388	14.612	96.637	3.363	54.28	224	0.875	bicubic	+5.540	+1.807	-17
319	dla102x2	85.379	14.621	96.627	3.373	41.28	224	0.875	bilinear	+5.929	+1.993	+5
320	gmlp_s16_224	85.351	14.649	96.646	3.354	19.42	224	0.875	bicubic	+5.709	+2.022	-5
321	gluon_seresnext50_32x4d	85.336	14.664	96.671	3.329	27.56	224	0.875	bicubic	+5.420	+1.837	-27
322	botnet26t_256	85.332	14.668	96.631	3.369	12.49	256	0.950	bicubic	+6.080	+2.103	+17
323	skresnext50_32x4d	85.317	14.683	96.392	3.608	27.48	224	0.875	bicubic	+5.165	+1.748	-39
324	dpn98	85.309	14.691	96.471	3.529	61.57	224	0.875	bicubic	+5.665	+1.873	-10
325	xception65	85.309	14.691	96.639	3.361	39.92	299	0.903	bicubic	+5.761	+1.983	-7
326	gluon_resnet101_v1c	85.304	14.696	96.407	3.593	44.57	224	0.875	bicubic	+5.772	+1.827	-7
327	lambda_resnet26t	85.300	14.700	96.725	3.275	10.96	256	0.940	bicubic	+6.204	+2.137	+22
328	regnety_064	85.287	14.713	96.644	3.356	30.58	224	0.875	bicubic	+5.567	+1.880	-22
329	resnetblur50	85.287	14.713	96.520	3.480	25.56	224	0.875	bicubic	+5.979	+1.886	+1
330	dpn68b	85.287	14.713	96.464	3.536	12.61	224	0.875	bicubic	+6.073	+2.050	+15
331	resmlp_24_224	85.268	14.732	96.494	3.506	30.02	224	0.875	bicubic	+5.886	+1.948	-5
332	coat_lite_mini	85.253	14.747	96.678	3.322	11.01	224	0.900	bicubic	+6.161	+2.072	+18
333	regnety_080	85.242	14.758	96.633	3.367	39.18	224	0.875	bicubic	+5.362	+1.803	-36
334	resnet33ts	85.225	14.775	96.629	3.371	19.68	256	0.900	bicubic	+6.013	+2.057	+10
335	cait_xxs24_224	85.223	14.777	96.716	3.284	11.96	224	1.000	bicubic	+6.839	+2.406	+50
336	xcit_tiny_12_p16_224_dist	85.204	14.796	96.597	3.403	6.72	224	1.000	bicubic	+6.630	+2.399	+35
337	halonet26t	85.200	14.800	96.464	3.536	12.48	256	0.950	bicubic	+6.084	+2.152	+11
338	resnext101_32x8d	85.195	14.805	96.451	3.549	88.79	224	0.875	bilinear	+5.879	+1.933	-9
339	gluon_inception_v3	85.180	14.819	96.526	3.474	23.83	299	0.875	bicubic	+6.374	+2.154	+24
340	resnet32ts	85.161	14.839	96.622	3.378	17.96	256	0.900	bicubic	+6.147	+2.266	+15
341	hrnet_w48	85.153	14.847	96.492	3.508	77.47	224	0.875	bilinear	+5.853	+1.980	-6
342	gluon_xception65	85.151	14.849	96.597	3.403	39.92	299	0.903	bicubic	+5.435	+1.737	-34
343	gluon_resnet101_v1b	85.144	14.856	96.368	3.632	44.55	224	0.875	bicubic	+5.840	+1.846	-10
344	eca_halonext26ts	85.127	14.873	96.586	3.414	10.76	256	0.940	bicubic	+5.639	+1.990	-23
345	regnetx_120	85.127	14.873	96.473	3.527	46.11	224	0.875	bicubic	+5.535	+1.739	-29
346	tf_efficientnet_b1_ap	85.127	14.873	96.405	3.595	7.79	240	0.882	bicubic	+5.849	+2.099	-9
347	eca_botnext26ts_256	85.121	14.879	96.511	3.489	10.59	256	0.950	bicubic	+5.849	+1.895	-9
348	xception	85.119	14.881	96.471	3.529	22.86	299	0.897	bicubic	+6.071	+2.079	+6
349	hrnet_w64	85.112	14.888	96.744	3.256	128.06	224	0.875	bilinear	+5.644	+2.090	-27
350	ssl_resnet50	85.102	14.899	96.862	3.139	25.56	224	0.875	bilinear	+5.882	+2.030	-9
351	lambda_resnet26rpt_256	85.097	14.903	96.560	3.440	10.99	256	0.940	bicubic	+6.129	+2.132	+7
352	res2net101_26w_4s	85.095	14.905	96.385	3.615	45.21	224	0.875	bilinear	+5.897	+1.947	-6
353	tf_efficientnet_cc_b1_8e	85.063	14.937	96.419	3.580	39.72	240	0.882	bicubic	+5.757	+2.049	-21
354	xcit_nano_12_p8_384_dist	85.027	14.973	96.631	3.369	3.05	384	1.000	bicubic	+7.209	+2.587	+61
355	resnest26d	85.010	14.990	96.635	3.365	17.07	224	0.875	bilinear	+6.526	+2.341	+20
356	gluon_resnext50_32x4d	85.010	14.990	96.428	3.572	25.03	224	0.875	bicubic	+5.642	+2.002	-27
357	tf_efficientnet_b0_ns	84.986	15.014	96.503	3.497	5.29	224	0.875	bicubic	+6.328	+2.127	+12
358	coat_tiny	84.969	15.031	96.409	3.591	5.50	224	0.900	bicubic	+6.541	+2.371	+24
359	regnety_040	84.948	15.052	96.612	3.388	20.65	224	0.875	bicubic	+5.732	+1.956	-17
360	dla169	84.922	15.078	96.533	3.467	53.39	224	0.875	bilinear	+6.228	+2.197	+8
361	tf_efficientnet_b1	84.916	15.084	96.364	3.636	7.79	240	0.882	bicubic	+6.096	+2.168	+1
362	legacy_seresnext50_32x4d	84.894	15.106	96.428	3.572	27.56	224	0.875	bilinear	+5.824	+1.996	-10
363	hrnet_w44	84.886	15.114	96.432	3.568	67.06	224	0.875	bilinear	+5.986	+2.060	-3
364	regnetx_080	84.867	15.133	96.432	3.568	39.57	224	0.875	bicubic	+5.667	+1.880	-19
365	gluon_resnet50_v1s	84.862	15.138	96.443	3.557	25.68	224	0.875	bicubic	+6.154	+2.203	+2
366	res2net50_26w_8s	84.852	15.148	96.345	3.655	48.40	224	0.875	bilinear	+5.876	+2.167	-10
367	levit_128	84.843	15.157	96.351	3.649	9.21	224	0.900	bicubic	+6.357	+2.345	+8
368	vit_tiny_patch16_384	84.828	15.172	96.712	3.288	5.79	384	1.000	bicubic	+6.396	+2.170	+13
369	gluon_resnet50_v1d	84.826	15.174	96.400	3.600	25.58	224	0.875	bicubic	+5.750	+1.930	-18
370	dla60_res2next	84.824	15.176	96.413	3.587	17.03	224	0.875	bilinear	+6.382	+2.263	+10
371	mixnet_l	84.820	15.180	96.326	3.674	7.33	224	0.875	bicubic	+5.844	+2.032	-14
372	dla102x	84.815	15.185	96.548	3.452	26.31	224	0.875	bilinear	+6.301	+2.324	+1
373	tv_resnet152	84.815	15.185	96.219	3.781	60.19	224	0.875	bilinear	+6.495	+2.183	+15
374	dla60_res2net	84.809	15.191	96.484	3.517	20.85	224	0.875	bilinear	+6.347	+2.278	+4
375	pit_xs_224	84.790	15.210	96.492	3.508	10.62	224	0.900	bicubic	+6.602	+2.326	+19
376	xception41	84.783	15.217	96.415	3.585	26.97	299	0.903	bicubic	+6.275	+2.135	-2
377	regnetx_064	84.781	15.219	96.492	3.508	26.21	224	0.875	bicubic	+5.715	+2.034	-24
378	hrnet_w40	84.736	15.264	96.552	3.448	57.56	224	0.875	bilinear	+5.820	+2.078	-19
379	res2net50_26w_6s	84.730	15.270	96.285	3.715	37.05	224	0.875	bilinear	+6.164	+2.151	-7
380	repvgg_b2	84.722	15.278	96.469	3.531	89.02	224	0.875	bilinear	+5.930	+2.051	-16
381	resmlp_12_distilled_224	84.713	15.287	96.223	3.777	15.35	224	0.875	bicubic	+6.771	+2.665	+25
382	legacy_seresnet152	84.694	15.306	96.413	3.587	66.82	224	0.875	bilinear	+6.038	+2.045	-12
383	selecsls60b	84.653	15.347	96.298	3.702	32.77	224	0.875	bicubic	+6.241	+2.128	0
384	hrnet_w32	84.649	15.351	96.411	3.589	41.23	224	0.875	bilinear	+6.203	+2.223	-5
385	bat_resnext26ts	84.640	15.360	96.270	3.730	10.73	256	0.900	bicubic	+6.390	+2.172	+4
386	tf_efficientnetv2_b0	84.630	15.370	96.272	3.728	7.14	224	0.875	bicubic	+6.270	+2.248	+1
387	efficientnet_b1	84.608	15.392	96.332	3.668	7.79	256	1.000	bicubic	+5.818	+1.990	-22
388	regnetx_040	84.598	15.402	96.379	3.621	22.12	224	0.875	bicubic	+6.116	+2.135	-11
389	efficientnet_es	84.583	15.417	96.313	3.687	5.44	224	0.875	bicubic	+6.523	+2.375	+10
390	hrnet_w30	84.576	15.424	96.381	3.619	37.71	224	0.875	bilinear	+6.378	+2.157	+3
391	tf_mixnet_l	84.564	15.437	96.244	3.756	7.33	224	0.875	bicubic	+5.790	+2.248	-25
392	wide_resnet101_2	84.551	15.449	96.353	3.647	126.89	224	0.875	bilinear	+5.699	+2.065	-31
393	dla60x	84.523	15.477	96.283	3.717	17.35	224	0.875	bilinear	+6.277	+2.263	-2
394	legacy_seresnet101	84.499	15.501	96.330	3.670	49.33	224	0.875	bilinear	+6.111	+2.064	-10
395	resnet26t	84.467	15.533	96.217	3.783	16.01	256	0.940	bicubic	+6.603	+2.371	+14
396	coat_lite_tiny	84.457	15.543	96.368	3.632	5.72	224	0.900	bicubic	+6.947	+2.456	+30
397	tf_efficientnet_em	84.450	15.550	96.178	3.822	6.90	240	0.882	bicubic	+6.318	+2.132	0
398	repvgg_b1	84.414	15.586	96.215	3.785	57.42	224	0.875	bilinear	+6.046	+2.118	-12
399	efficientnet_b1_pruned	84.395	15.605	96.140	3.860	6.33	240	0.882	bicubic	+6.155	+2.308	-7
400	res2net50_26w_4s	84.363	15.637	96.080	3.920	25.70	224	0.875	bilinear	+6.407	+2.228	+5
401	hardcorenas_f	84.322	15.678	96.025	3.975	8.20	224	0.875	bilinear	+6.224	+2.221	-3
402	res2net50_14w_8s	84.305	15.695	96.072	3.929	25.06	224	0.875	bilinear	+6.161	+2.222	-6
403	selecsls60	84.284	15.716	96.099	3.901	30.67	224	0.875	bicubic	+6.310	+2.267	+1
404	regnetx_032	84.239	15.761	96.249	3.751	15.30	224	0.875	bicubic	+6.067	+2.161	-9
405	res2next50	84.235	15.765	96.001	3.999	24.67	224	0.875	bilinear	+5.985	+2.115	-15
406	gluon_resnet50_v1c	84.211	15.789	96.161	3.839	25.58	224	0.875	bicubic	+6.201	+2.173	-4
407	dla102	84.188	15.812	96.208	3.792	33.27	224	0.875	bilinear	+6.160	+2.258	-6
408	gcresnext26ts	84.175	15.825	96.084	3.916	10.48	256	0.900	bicubic	+6.355	+2.252	+6
409	rexnet_100	84.164	15.836	96.255	3.745	4.80	224	0.875	bicubic	+6.306	+2.385	+2
410	seresnext26ts	84.145	15.855	96.072	3.929	10.39	256	0.900	bicubic	+6.293	+2.281	+3
411	tf_inception_v3	84.134	15.866	95.916	4.084	23.83	299	0.875	bicubic	+6.280	+2.278	+1
412	res2net50_48w_2s	84.126	15.874	95.967	4.033	25.29	224	0.875	bilinear	+6.604	+2.415	+13
413	resnet34d	84.094	15.906	95.975	4.025	21.82	224	0.875	bicubic	+6.980	+2.595	+26
414	tf_efficientnet_lite2	84.094	15.906	96.069	3.931	6.09	260	0.890	bicubic	+6.626	+2.313	+13
415	xcit_tiny_12_p16_224	84.090	15.911	96.236	3.764	6.72	224	1.000	bicubic	+6.963	+2.522	+23
416	efficientnet_b0	84.032	15.968	95.956	4.044	5.29	224	0.875	bicubic	+6.338	+2.422	+1
417	crossvit_9_dagger_240	84.019	15.981	96.084	3.916	8.78	240	0.875	bicubic	+7.041	+2.472	+27
418	gmixer_24_224	83.968	16.032	95.854	4.146	24.72	224	0.875	bicubic	+5.930	+2.184	-18
419	hardcorenas_e	83.966	16.034	95.901	4.099	8.07	224	0.875	bilinear	+6.174	+2.203	-3
420	tf_efficientnet_cc_b0_8e	83.963	16.037	96.069	3.931	24.01	224	0.875	bicubic	+6.055	+2.413	-12
421	regnety_016	83.957	16.043	96.005	3.995	11.20	224	0.875	bicubic	+6.097	+2.283	-11
422	tv_resnext50_32x4d	83.957	16.043	95.963	4.037	25.03	224	0.875	bilinear	+6.339	+2.267	-2
423	gluon_resnet50_v1b	83.940	16.060	96.016	3.984	25.56	224	0.875	bicubic	+6.360	+2.294	+1
424	densenet161	83.904	16.096	96.016	3.984	28.68	224	0.875	bicubic	+6.552	+2.378	+8
425	mobilenetv2_120d	83.893	16.107	95.907	4.093	5.83	224	0.875	bicubic	+6.597	+2.411	+9
426	adv_inception_v3	83.891	16.109	95.933	4.067	23.83	299	0.875	bicubic	+6.309	+2.195	-3
427	seresnext26t_32x4d	83.878	16.122	95.933	4.067	16.81	224	0.875	bicubic	+5.902	+2.189	-24
428	tv_resnet101	83.850	16.150	95.890	4.110	44.55	224	0.875	bilinear	+6.472	+2.348	+3
429	tinynet_a	83.827	16.173	95.820	4.181	6.19	192	0.875	bicubic	+6.175	+2.282	-11
430	inception_v3	83.761	16.239	95.879	4.121	23.83	299	0.875	bicubic	+6.323	+2.403	-1
431	hardcorenas_d	83.756	16.244	95.734	4.266	7.50	224	0.875	bilinear	+6.324	+2.250	-1
432	seresnext26d_32x4d	83.754	16.246	95.852	4.148	16.81	224	0.875	bicubic	+6.152	+2.244	-11
433	dla60	83.727	16.273	95.937	4.063	22.04	224	0.875	bilinear	+6.691	+2.619	+10
434	xcit_nano_12_p8_224_dist	83.724	16.276	95.952	4.048	3.05	224	1.000	bicubic	+7.404	+2.866	+30
435	eca_resnext26ts	83.703	16.297	95.943	4.057	10.30	256	0.900	bicubic	+6.251	+2.377	-7
436	repvgg_b1g4	83.701	16.299	96.025	3.975	39.97	224	0.875	bilinear	+6.115	+2.195	-14
437	convmixer_1024_20_ks9_p14	83.682	16.318	95.890	4.110	24.38	224	0.960	bicubic	+6.740	+2.534	+9
438	legacy_seresnet50	83.667	16.333	95.980	4.020	28.09	224	0.875	bilinear	+6.035	+2.228	-19
439	tf_efficientnet_b0_ap	83.652	16.348	95.781	4.219	5.29	224	0.875	bicubic	+6.562	+2.523	+2
440	skresnet34	83.635	16.365	95.928	4.072	22.28	224	0.875	bicubic	+6.731	+2.608	+9
441	tf_efficientnet_cc_b0_4e	83.635	16.365	95.740	4.260	13.31	224	0.875	bicubic	+6.331	+2.406	-8
442	resmlp_12_224	83.569	16.431	95.762	4.238	15.35	224	0.875	bicubic	+6.912	+2.582	+13
443	densenet201	83.554	16.446	95.811	4.189	20.01	224	0.875	bicubic	+6.264	+2.333	-8
444	mobilenetv3_large_100_miil	83.554	16.446	95.450	4.550	5.48	224	0.875	bilinear	+5.636	+2.544	-37
445	gernet_s	83.519	16.481	95.796	4.204	8.17	224	0.875	bilinear	+6.607	+2.662	+3
446	mixnet_m	83.519	16.481	95.689	4.311	5.01	224	0.875	bicubic	+6.255	+2.265	-10
447	legacy_seresnext26_32x4d	83.517	16.483	95.715	4.285	16.79	224	0.875	bicubic	+6.415	+2.399	-7
448	tf_efficientnet_b0	83.517	16.483	95.719	4.281	5.29	224	0.875	bicubic	+6.671	+2.493	+2
449	hrnet_w18	83.498	16.502	95.909	4.091	21.30	224	0.875	bilinear	+6.746	+2.467	+4
450	densenetblur121d	83.470	16.530	95.822	4.178	8.00	224	0.875	bicubic	+6.888	+2.634	+9
451	resnext26ts	83.466	16.534	95.724	4.277	10.30	256	0.900	bicubic	+6.686	+2.596	+1
452	selecsls42b	83.455	16.545	95.749	4.251	32.46	224	0.875	bicubic	+6.281	+2.355	-15
453	tf_efficientnet_lite1	83.344	16.656	95.640	4.360	5.42	240	0.882	bicubic	+6.708	+2.418	+3
454	hardcorenas_c	83.334	16.666	95.711	4.289	5.52	224	0.875	bilinear	+6.286	+2.555	-12
455	regnetx_016	83.197	16.803	95.740	4.260	9.19	224	0.875	bicubic	+6.247	+2.319	-10
456	dpn68	83.180	16.820	95.595	4.405	12.61	224	0.875	bicubic	+6.874	+2.621	+10
457	tf_mixnet_m	83.176	16.824	95.463	4.537	5.01	224	0.875	bicubic	+6.234	+2.311	-10
458	tf_efficientnet_es	83.174	16.826	95.587	4.413	5.44	224	0.875	bicubic	+6.576	+2.383	0
459	mobilenetv2_140	83.169	16.831	95.689	4.311	6.11	224	0.875	bicubic	+6.661	+2.691	+3
460	xcit_nano_12_p16_384_dist	83.165	16.835	95.755	4.245	3.05	384	1.000	bicubic	+7.715	+3.064	+22
461	ese_vovnet19b_dw	83.107	16.893	95.779	4.221	6.54	224	0.875	bicubic	+6.307	+2.507	-10
462	levit_128s	83.062	16.938	95.529	4.471	7.78	224	0.900	bicubic	+6.543	+2.663	-1
463	resnet26d	83.056	16.944	95.608	4.392	16.01	224	0.875	bicubic	+6.356	+2.462	-9
464	repvgg_a2	83.001	16.999	95.591	4.409	28.21	224	0.875	bilinear	+6.541	+2.585	-1
465	tv_resnet50	82.958	17.042	95.472	4.529	25.56	224	0.875	bilinear	+6.820	+2.610	+2
466	hardcorenas_b	82.864	17.136	95.390	4.610	5.18	224	0.875	bilinear	+6.332	+2.636	-6
467	densenet121	82.819	17.181	95.583	4.417	7.98	224	0.875	bicubic	+7.237	+2.931	+9
468	vit_tiny_r_s16_p8_384	82.689	17.311	95.845	4.155	6.36	384	1.000	bicubic	+6.733	+2.583	+2
469	densenet169	82.680	17.320	95.600	4.400	14.15	224	0.875	bicubic	+6.780	+2.570	+3
470	vit_small_patch32_224	82.527	17.473	95.670	4.330	22.88	224	0.900	bicubic	+6.529	+2.398	-2
471	mixnet_s	82.522	17.478	95.356	4.644	4.13	224	0.875	bicubic	+6.530	+2.558	-2
472	regnety_008	82.488	17.512	95.491	4.509	6.26	224	0.875	bicubic	+6.176	+2.421	-7
473	efficientnet_lite0	82.382	17.619	95.284	4.716	4.65	224	0.875	bicubic	+6.906	+2.772	+6
474	resnest14d	82.352	17.648	95.343	4.657	10.61	224	0.875	bilinear	+6.846	+2.823	+4
475	hardcorenas_a	82.313	17.687	95.299	4.701	5.26	224	0.875	bilinear	+6.391	+2.783	-4
476	efficientnet_es_pruned	82.285	17.715	95.301	4.699	5.44	224	0.875	bicubic	+7.287	+2.863	+15
477	mobilenetv3_rw	82.275	17.725	95.234	4.766	5.48	224	0.875	bicubic	+6.645	+2.526	-2
478	semnasnet_100	82.251	17.749	95.230	4.770	3.89	224	0.875	bicubic	+6.801	+2.630	+3
479	mobilenetv3_large_100	82.177	17.823	95.196	4.804	5.48	224	0.875	bicubic	+6.415	+2.656	-6
480	resnet34	82.144	17.855	95.128	4.872	21.80	224	0.875	bilinear	+7.030	+2.844	+8
481	mobilenetv2_110d	82.072	17.928	95.076	4.923	4.52	224	0.875	bicubic	+7.032	+2.892	+8
482	vit_tiny_patch16_224	82.063	17.937	95.484	4.516	5.72	224	0.900	bicubic	+6.607	+2.638	-2
483	tf_mixnet_s	82.038	17.962	95.124	4.877	4.13	224	0.875	bicubic	+6.388	+2.496	-9
484	repvgg_b0	82.012	17.988	95.098	4.902	15.82	224	0.875	bilinear	+6.856	+2.680	+1
485	deit_tiny_distilled_patch16_224	81.999	18.001	95.141	4.859	5.91	224	0.900	bicubic	+7.487	+3.253	+15
486	mixer_b16_224	81.987	18.014	94.449	5.551	59.88	224	0.875	bicubic	+5.377	+2.219	-29
487	pit_ti_distilled_224	81.967	18.033	95.145	4.855	5.10	224	0.900	bicubic	+7.435	+3.047	+12
488	hrnet_w18_small_v2	81.965	18.035	95.164	4.836	15.60	224	0.875	bilinear	+6.847	+2.748	-1
489	tf_efficientnet_lite0	81.957	18.043	95.162	4.838	4.65	224	0.875	bicubic	+7.125	+2.986	+4
490	resnet26	81.954	18.046	95.245	4.755	16.00	224	0.875	bicubic	+6.652	+2.669	-7
491	tinynet_b	81.873	18.127	94.878	5.122	3.73	188	0.875	bicubic	+6.893	+2.692	+1
492	tf_mobilenetv3_large_100	81.848	18.152	95.068	4.932	5.48	224	0.875	bilinear	+6.330	+2.464	-15
493	tv_densenet121	81.726	18.274	95.036	4.964	7.98	224	0.875	bicubic	+6.982	+2.886	+2
494	regnety_006	81.696	18.304	95.121	4.879	6.06	224	0.875	bicubic	+6.450	+2.587	-10
495	dla34	81.647	18.353	94.878	5.122	15.74	224	0.875	bilinear	+7.027	+2.806	+2
496	xcit_nano_12_p8_224	81.643	18.357	95.271	4.729	3.05	224	1.000	bicubic	+7.725	+3.101	+10
497	crossvit_9_240	81.617	18.383	94.978	5.022	8.55	240	0.875	bicubic	+7.647	+3.014	+8
498	fbnetc_100	81.559	18.441	94.966	5.035	5.57	224	0.875	bilinear	+6.433	+2.584	-12
499	legacy_seresnet34	81.538	18.462	94.897	5.103	21.96	224	0.875	bilinear	+6.728	+2.771	-5
500	gluon_resnet34_v1b	81.498	18.503	94.805	5.195	21.80	224	0.875	bicubic	+6.906	+2.817	-2
501	regnetx_008	81.481	18.520	95.064	4.936	7.26	224	0.875	bicubic	+6.445	+2.724	-11
502	mnasnet_100	81.455	18.545	94.901	5.098	4.38	224	0.875	bicubic	+6.801	+2.791	-6
503	vgg19_bn	81.446	18.554	94.765	5.235	143.68	224	0.875	bilinear	+7.232	+2.917	-2
504	convit_tiny	81.132	18.868	95.047	4.953	5.71	224	0.875	bicubic	+8.012	+3.327	+10
505	crossvit_tiny_240	81.094	18.906	94.987	5.013	7.01	240	0.875	bicubic	+7.758	+3.071	+6
506	spnasnet_100	80.872	19.128	94.526	5.474	4.42	224	0.875	bilinear	+6.786	+2.708	-4
507	ghostnet_100	80.701	19.299	94.291	5.709	5.18	224	0.875	bilinear	+6.723	+2.833	-3
508	regnety_004	80.650	19.350	94.684	5.316	4.34	224	0.875	bicubic	+6.626	+2.930	-5
509	skresnet18	80.641	19.359	94.376	5.624	11.96	224	0.875	bicubic	+7.605	+3.208	+6
510	regnetx_006	80.635	19.365	94.528	5.472	6.20	224	0.875	bicubic	+6.783	+2.854	-3
511	pit_ti_224	80.609	19.391	94.620	5.380	4.85	224	0.900	bicubic	+7.699	+3.214	+7
512	swsl_resnet18	80.567	19.433	94.746	5.254	11.69	224	0.875	bilinear	+7.293	+3.008	+1
513	vgg16_bn	80.556	19.444	94.592	5.408	138.37	224	0.875	bilinear	+7.206	+3.088	-3
514	semnasnet_075	80.481	19.519	94.321	5.679	2.91	224	0.875	bicubic	+7.507	+3.185	+2
515	tv_resnet34	80.389	19.611	94.438	5.562	21.80	224	0.875	bilinear	+7.081	+3.014	-3
516	resnet18d	80.385	19.615	94.246	5.754	11.71	224	0.875	bicubic	+8.135	+3.558	+8
517	mobilenetv2_100	80.255	19.745	94.197	5.803	3.50	224	0.875	bicubic	+7.289	+3.179	0
518	xcit_nano_12_p16_224_dist	80.216	19.784	94.357	5.643	3.05	224	1.000	bicubic	+7.914	+3.495	+5
519	vit_base_patch32_224_sam	80.210	19.790	93.823	6.177	88.22	224	0.900	bicubic	+6.518	+2.811	-11
520	ssl_resnet18	80.101	19.899	94.590	5.410	11.69	224	0.875	bilinear	+7.495	+3.166	-1
521	tf_mobilenetv3_large_075	80.088	19.912	94.182	5.818	3.99	224	0.875	bilinear	+6.648	+2.834	-12
522	deit_tiny_patch16_224	80.011	19.988	94.449	5.551	5.72	224	0.900	bicubic	+7.846	+3.329	+4
523	hrnet_w18_small	79.563	20.437	93.896	6.104	13.19	224	0.875	bilinear	+7.223	+3.218	-1
524	vgg19	79.478	20.522	93.868	6.132	143.67	224	0.875	bilinear	+7.112	+2.998	-3
525	regnetx_004	79.424	20.576	93.851	6.149	5.16	224	0.875	bicubic	+7.034	+3.021	-5
526	tf_mobilenetv3_large_minimal_100	79.226	20.774	93.702	6.298	3.92	224	0.875	bilinear	+6.976	+3.072	-1
527	legacy_seresnet18	79.157	20.843	93.781	6.219	11.78	224	0.875	bicubic	+7.415	+3.449	+3
528	vgg16	79.034	20.966	93.646	6.354	138.36	224	0.875	bilinear	+7.444	+3.264	+4
529	vgg13_bn	79.008	20.992	93.657	6.343	133.05	224	0.875	bilinear	+7.414	+3.281	+2
530	vit_tiny_r_s16_p8_224	78.987	21.013	93.898	6.102	6.34	224	0.900	bicubic	+7.199	+3.076	-1
531	lcnet_100	78.895	21.105	93.558	6.441	2.95	224	0.875	bicubic	+6.787	+3.180	-4
532	tinynet_c	78.432	21.568	93.140	6.860	2.46	184	0.875	bicubic	+7.204	+3.390	+1
533	gluon_resnet18_v1b	78.374	21.626	93.136	6.864	11.69	224	0.875	bicubic	+7.536	+3.374	+1
534	vgg11_bn	77.926	22.074	93.230	6.770	132.87	224	0.875	bilinear	+7.566	+3.428	+1
535	xcit_nano_12_p16_224	77.906	22.094	93.428	6.572	3.05	224	1.000	bicubic	+7.942	+3.668	+2
536	regnety_002	77.411	22.589	92.907	7.093	3.16	224	0.875	bicubic	+7.157	+3.367	0
537	resnet18	77.274	22.726	92.760	7.240	11.69	224	0.875	bilinear	+7.530	+3.678	+2
538	mixer_l16_224	77.270	22.730	90.580	9.420	208.20	224	0.875	bicubic	+5.222	+2.916	-10
539	vgg13	77.227	22.773	92.687	7.313	133.05	224	0.875	bilinear	+7.301	+3.441	-1
540	vgg11	76.393	23.607	92.154	7.846	132.86	224	0.875	bilinear	+7.365	+3.528	0
541	regnetx_002	76.117	23.883	92.209	7.791	2.68	224	0.875	bicubic	+7.367	+3.653	+1
542	lcnet_075	76.057	23.943	92.070	7.930	2.36	224	0.875	bicubic	+7.239	+3.696	-1
543	dla60x_c	75.637	24.363	92.177	7.823	1.32	224	0.875	bilinear	+7.745	+3.751	+1
544	tf_mobilenetv3_small_100	74.717	25.283	91.257	8.743	2.54	224	0.875	bilinear	+6.793	+3.593	-1
545	tinynet_d	74.281	25.719	90.922	9.078	2.34	152	0.875	bicubic	+7.323	+3.858	0
546	dla46x_c	73.647	26.353	91.095	8.905	1.07	224	0.875	bilinear	+7.677	+4.115	0
547	mobilenetv2_050	73.463	26.537	90.317	9.682	1.97	224	0.875	bicubic	+7.521	+4.236	0
548	mnasnet_small	73.371	26.628	90.516	9.484	2.03	224	0.875	bicubic	+7.775	+4.328	+1
549	tf_mobilenetv3_small_075	72.810	27.190	90.036	9.964	2.04	224	0.875	bilinear	+7.096	+3.902	-1
550	dla46_c	72.607	27.393	90.499	9.501	1.30	224	0.875	bilinear	+7.741	+4.205	0
551	lcnet_050	70.393	29.607	88.825	11.175	1.88	224	0.875	bicubic	+7.293	+4.443	0
552	tf_mobilenetv3_small_minimal_100	70.111	29.889	88.507	11.493	2.04	224	0.875	bilinear	+7.203	+4.273	0
553	tinynet_e	66.817	33.183	86.269	13.731	2.04	106	0.875	bicubic	+6.961	+4.503	0