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

1	model	top1	top1_err	top5	top5_err	param_count	img_size	cropt_pct	interpolation	top1_diff	top5_diff	rank_diff
2	ig_resnext101_32x48d	58.812	41.188	81.094	18.906	828.41	224	0.875	bilinear	-26.624	-16.482	+38
3	ig_resnext101_32x32d	58.382	41.618	80.387	19.613	468.53	224	0.875	bilinear	-26.720	-17.047	+47
4	ig_resnext101_32x16d	57.682	42.318	79.909	20.091	194.03	224	0.875	bilinear	-26.490	-17.289	+84
5	swsl_resnext101_32x16d	57.460	42.540	80.373	19.627	194.03	224	0.875	bilinear	-25.896	-16.469	+117
6	beit_large_patch16_384	56.891	43.109	79.229	20.771	305.00	384	1.000	bicubic	-31.513	-19.379	-3
7	beit_large_patch16_512	56.753	43.247	78.897	21.103	305.67	512	1.000	bicubic	-31.849	-19.759	-5
8	swsl_resnext101_32x8d	56.431	43.569	78.939	21.061	88.79	224	0.875	bilinear	-27.859	-18.242	+74
9	beit_large_patch16_224	54.957	45.043	77.610	22.390	304.43	224	0.900	bicubic	-32.521	-20.696	-2
10	ig_resnext101_32x8d	54.931	45.069	77.535	22.465	88.79	224	0.875	bilinear	-27.767	-19.097	+137
11	convnext_xlarge_384_in22ft1k	53.689	46.311	75.889	24.111	350.20	384	1.000	bicubic	-33.855	-22.601	-5
12	swsl_resnext101_32x4d	53.603	46.397	76.343	23.657	44.18	224	0.875	bilinear	-29.633	-20.421	+115
13	vit_large_patch16_384	52.760	47.240	74.698	25.302	304.72	384	1.000	bicubic	-34.320	-23.604	-3
14	convnext_xlarge_in22ft1k	52.562	47.438	74.407	25.593	350.20	224	0.875	bicubic	-34.446	-23.801	-3
15	vit_large_r50_s32_384	52.039	47.961	73.562	26.438	329.09	384	1.000	bicubic	-34.143	-24.356	+7
16	vit_large_patch16_224	51.832	48.168	73.692	26.308	304.33	224	0.900	bicubic	-34.012	-24.132	+12
17	convnext_large_384_in22ft1k	51.748	48.252	73.906	26.094	197.77	384	1.000	bicubic	-35.650	-24.460	-9
18	tf_efficientnet_l2_ns_475	51.490	48.510	73.930	26.070	480.31	475	0.936	bicubic	-36.742	-24.617	-13
19	convnext_base_384_in22ft1k	50.443	49.557	73.554	26.446	88.59	384	1.000	bicubic	-36.123	-24.644	-4
20	swsl_resnext50_32x4d	50.433	49.567	73.354	26.646	25.03	224	0.875	bilinear	-31.741	-22.878	+156
21	swin_large_patch4_window12_384	50.406	49.594	72.572	27.428	196.74	384	1.000	bicubic	-36.742	-25.668	-12
22	convnext_large_in22ft1k	49.954	50.046	72.208	27.792	197.77	224	0.875	bicubic	-36.672	-25.824	-8
23	swsl_resnet50	49.520	50.480	72.330	27.670	25.56	224	0.875	bilinear	-31.651	-23.648	+198
24	swin_large_patch4_window7_224	48.997	51.003	71.385	28.615	196.53	224	0.900	bicubic	-37.321	-26.507	-4
25	convnext_base_in22ft1k	48.765	51.235	71.913	28.087	88.59	224	0.875	bicubic	-37.031	-25.953	+6
26	beit_base_patch16_384	48.669	51.331	72.086	27.914	86.74	384	1.000	bicubic	-38.129	-26.050	-13
27	swin_base_patch4_window12_384	48.545	51.455	71.821	28.179	87.90	384	1.000	bicubic	-37.887	-26.235	-9
28	vit_large_r50_s32_224	48.205	51.795	70.872	29.128	328.99	224	0.900	bicubic	-36.225	-26.294	+48
29	tf_efficientnet_b7_ns	47.808	52.192	69.640	30.360	66.35	600	0.949	bicubic	-39.032	-28.454	-17
30	tf_efficientnet_b6_ns	47.757	52.243	69.970	30.030	43.04	528	0.942	bicubic	-38.693	-27.912	-13
31	tf_efficientnetv2_xl_in21ft1k	47.745	52.255	70.117	29.883	208.12	512	1.000	bicubic	-38.673	-27.749	-12
32	vit_base_patch8_224	47.745	52.255	70.933	29.067	86.58	224	0.900	bicubic	-38.047	-26.859	0
33	tf_efficientnet_l2_ns	47.570	52.430	70.021	29.979	480.31	800	0.960	bicubic	-40.778	-28.627	-29
34	tf_efficientnetv2_l_in21ft1k	46.938	53.062	70.310	29.690	118.52	480	1.000	bicubic	-39.367	-27.668	-13
35	beit_base_patch16_224	46.236	53.764	69.891	30.109	86.53	224	0.900	bicubic	-38.992	-27.765	+12
36	vit_base_patch16_384	45.904	54.096	68.561	31.439	86.86	384	1.000	bicubic	-40.102	-29.441	-10
37	tf_efficientnet_b8_ap	45.768	54.232	67.912	32.087	87.41	672	0.954	bicubic	-39.602	-29.380	+7
38	tf_efficientnet_b5_ns	45.615	54.385	67.842	32.158	30.39	456	0.934	bicubic	-40.475	-29.908	-14
39	tf_efficientnetv2_m_in21ft1k	45.578	54.422	69.143	30.857	54.14	480	1.000	bicubic	-40.014	-28.603	-4
40	swin_base_patch4_window7_224	45.560	54.440	68.512	31.488	87.77	224	0.900	bicubic	-39.690	-29.048	+6
41	cait_m48_448	44.245	55.755	64.654	35.346	356.46	448	1.000	bicubic	-42.239	-33.098	-25
42	vit_base_r50_s16_384	43.520	56.480	66.781	33.219	98.95	384	1.000	bicubic	-41.452	-30.509	+18
43	tf_efficientnet_b4_ns	43.444	56.556	65.511	34.489	19.34	380	0.922	bicubic	-41.718	-31.959	+5
44	vit_base_patch16_224	43.227	56.773	65.712	34.288	86.57	224	0.900	bicubic	-41.299	-31.586	+27
45	xcit_large_24_p8_384_dist	42.827	57.173	63.401	36.599	188.93	384	1.000	bicubic	-43.173	-34.283	-18
46	xcit_large_24_p8_224_dist	42.565	57.435	63.100	36.900	188.93	224	1.000	bicubic	-42.833	-34.310	-3
47	tf_efficientnet_b8	42.506	57.494	64.863	35.137	87.41	672	0.954	bicubic	-42.860	-32.529	-2
48	cait_m36_384	42.396	57.604	63.322	36.678	271.22	384	1.000	bicubic	-43.656	-34.408	-23
49	tf_efficientnet_b7	41.431	58.569	63.022	36.978	66.35	600	0.949	bicubic	-43.503	-34.184	+12
50	tf_efficientnet_b7_ap	41.431	58.569	62.876	37.124	66.35	600	0.949	bicubic	-43.689	-34.376	-1
51	tf_efficientnet_b5_ap	41.416	58.584	62.080	37.920	30.39	456	0.934	bicubic	-42.840	-34.898	+34
52	resnetv2_152x4_bitm	41.304	58.696	64.303	35.697	936.53	480	1.000	bilinear	-43.612	-33.139	+11
53	tf_efficientnet_b6_ap	41.095	58.905	62.357	37.643	43.04	528	0.942	bicubic	-43.693	-34.781	+13
54	xcit_large_24_p16_384_dist	41.031	58.969	61.241	38.759	189.10	384	1.000	bicubic	-44.725	-36.297	-21
55	xcit_large_24_p16_224_dist	40.956	59.044	61.320	38.680	189.10	224	1.000	bicubic	-43.962	-35.812	+7
56	tf_efficientnetv2_s_in21ft1k	40.954	59.046	63.847	36.153	21.46	384	1.000	bicubic	-43.344	-33.407	+24
57	xcit_medium_24_p8_224_dist	40.492	59.508	60.500	39.500	84.32	224	1.000	bicubic	-44.576	-36.778	-4
58	tf_efficientnet_b4_ap	40.484	59.516	61.717	38.283	19.34	380	0.922	bicubic	-42.768	-34.677	+68
59	vit_small_r26_s32_384	40.474	59.526	62.744	37.256	36.47	384	1.000	bicubic	-43.572	-34.586	+36
60	vit_base_patch16_224_miil	40.170	59.830	60.889	39.111	86.54	224	0.875	bilinear	-44.100	-35.913	+24
61	regnetz_e8	40.144	59.856	61.320	38.680	57.70	320	1.000	bicubic	-44.886	-35.944	-4
62	convnext_large	40.115	59.885	60.111	39.889	197.77	224	0.875	bicubic	-44.181	-36.783	+19
63	xcit_medium_24_p8_384_dist	40.040	59.960	60.455	39.545	84.32	384	1.000	bicubic	-45.774	-37.137	-33
64	xcit_medium_24_p16_384_dist	39.903	60.097	60.117	39.883	84.40	384	1.000	bicubic	-45.517	-37.289	-22
65	tf_efficientnetv2_l	39.828	60.172	60.807	39.193	118.52	480	1.000	bicubic	-45.662	-36.565	-27
66	dm_nfnet_f3	39.818	60.182	60.610	39.390	254.92	416	0.940	bicubic	-45.706	-36.852	-29
67	cait_s36_384	39.757	60.243	60.477	39.523	68.37	384	1.000	bicubic	-45.705	-37.003	-28
68	efficientnetv2_rw_m	39.675	60.325	59.683	40.317	53.24	416	1.000	bicubic	-45.135	-37.463	-3
69	ecaresnet269d	39.590	60.410	60.341	39.659	102.09	352	1.000	bicubic	-45.386	-36.885	-10
70	tf_efficientnet_b3_ns	39.582	60.418	61.453	38.547	12.23	300	0.904	bicubic	-44.466	-35.455	+24
71	dm_nfnet_f6	39.580	60.420	60.911	39.089	438.36	576	0.956	bicubic	-46.564	-36.819	-48
72	dm_nfnet_f5	39.502	60.498	60.225	39.775	377.21	544	0.954	bicubic	-46.312	-37.261	-43
73	xcit_small_24_p8_224_dist	39.309	60.691	59.412	40.588	47.63	224	1.000	bicubic	-45.565	-37.776	-9
74	xcit_medium_24_p16_224_dist	39.260	60.740	59.467	40.533	84.40	224	1.000	bicubic	-45.020	-37.473	+9
75	efficientnet_b4	39.073	60.927	59.608	40.392	19.34	384	1.000	bicubic	-44.351	-36.988	+44
76	xcit_small_24_p8_384_dist	38.997	61.003	59.176	40.824	47.63	384	1.000	bicubic	-46.555	-38.396	-40
77	resnetv2_152x2_bit_teacher_384	38.971	61.029	62.442	37.558	236.34	384	1.000	bicubic	-44.873	-34.676	+25
78	vit_base_patch32_384	38.794	61.206	60.333	39.667	88.30	384	1.000	bicubic	-44.554	-36.081	+46
79	eca_nfnet_l2	38.663	61.337	59.439	40.561	56.72	384	1.000	bicubic	-46.033	-37.825	-10
80	xcit_small_12_p8_384_dist	38.543	61.457	58.800	41.200	26.21	384	1.000	bicubic	-46.539	-38.480	-28
81	xcit_small_24_p16_384_dist	38.499	61.501	58.382	41.618	47.67	384	1.000	bicubic	-46.594	-38.928	-30
82	xcit_small_12_p8_224_dist	38.372	61.628	58.799	41.201	26.21	224	1.000	bicubic	-45.860	-38.073	+4
83	tf_efficientnet_b5	38.352	61.648	59.911	40.089	30.39	456	0.934	bicubic	-45.460	-36.837	+24
84	deit_base_distilled_patch16_384	38.256	61.744	57.791	42.209	87.63	384	1.000	bicubic	-47.166	-39.541	-43
85	convnext_base	38.254	61.746	58.203	41.797	88.59	224	0.875	bicubic	-45.562	-38.565	+21
86	dm_nfnet_f4	38.230	61.770	58.628	41.372	316.07	512	0.951	bicubic	-47.484	-38.894	-52
87	xcit_large_24_p8_224	38.116	61.884	57.883	42.117	188.93	224	1.000	bicubic	-46.276	-38.775	-9
88	resnetv2_152x2_bitm	37.985	62.015	61.131	38.869	236.34	448	1.000	bilinear	-46.523	-36.303	-15
89	cait_s24_384	37.865	62.135	58.079	41.921	47.06	384	1.000	bicubic	-47.183	-39.269	-34
90	resnet152d	37.853	62.147	58.358	41.642	60.21	320	1.000	bicubic	-45.821	-38.380	+25
91	tf_efficientnetv2_m	37.825	62.175	58.708	41.292	54.14	480	1.000	bicubic	-47.211	-38.570	-35
92	resnetrs420	37.751	62.249	58.209	41.791	191.89	416	1.000	bicubic	-47.259	-38.915	-34
93	xcit_small_24_p16_224_dist	37.715	62.285	57.362	42.638	47.67	224	1.000	bicubic	-46.147	-39.362	+8
94	resnetrs350	37.678	62.322	58.087	41.913	163.96	384	1.000	bicubic	-47.042	-38.901	-27
95	pit_b_distilled_224	37.582	62.418	57.232	42.768	74.79	224	0.900	bicubic	-46.560	-39.624	-6
96	xcit_small_12_p16_384_dist	37.578	62.422	57.767	42.233	26.25	384	1.000	bicubic	-47.128	-39.351	-28
97	resnet200d	37.503	62.497	58.297	41.703	64.69	320	1.000	bicubic	-46.459	-38.526	+2
98	resnetv2_152x2_bit_teacher	37.324	62.676	59.394	40.606	236.34	224	0.875	bicubic	-45.548	-37.176	+42
99	resnest269e	37.315	62.685	57.470	42.530	110.93	416	0.928	bicubic	-47.202	-39.516	-27
100	resmlp_big_24_224_in22ft1k	37.242	62.758	58.181	41.819	129.14	224	0.875	bicubic	-47.152	-38.939	-23
101	vit_small_r26_s32_224	37.226	62.774	59.056	40.944	36.43	224	0.900	bicubic	-44.630	-36.964	+89
102	cait_s24_224	37.155	62.845	56.733	43.267	46.92	224	1.000	bicubic	-46.303	-39.831	+16
103	vit_base_patch32_224	37.083	62.917	59.292	40.708	88.22	224	0.900	bicubic	-43.639	-36.274	+144
104	tf_efficientnet_b3_ap	37.053	62.947	57.236	42.764	12.23	300	0.904	bicubic	-44.773	-38.388	+88
105	efficientnetv2_rw_s	37.045	62.955	56.812	43.188	23.94	384	1.000	bicubic	-46.765	-39.910	+3
106	convnext_small	37.038	62.962	57.093	42.907	50.22	224	0.875	bicubic	-46.089	-39.331	+25
107	xcit_small_12_p16_224_dist	36.977	63.023	56.731	43.269	26.25	224	1.000	bicubic	-46.371	-40.105	+16
108	seresnet152d	36.788	63.212	56.719	43.281	66.84	320	1.000	bicubic	-47.570	-40.323	-29
109	resnetrs200	36.642	63.358	56.831	43.169	93.21	320	1.000	bicubic	-47.424	-40.042	-18
110	regnetz_d32	36.442	63.558	57.376	42.624	27.58	320	0.950	bicubic	-47.580	-39.490	-14
111	efficientnet_b3	36.419	63.581	56.843	43.157	12.23	320	1.000	bicubic	-45.824	-39.271	+62
112	cait_xs24_384	36.411	63.589	56.944	43.056	26.67	384	1.000	bicubic	-47.651	-39.945	-20
113	deit_base_distilled_patch16_224	36.397	63.603	56.617	43.383	87.34	224	0.900	bicubic	-46.993	-39.869	+7
114	resnetv2_101x3_bitm	36.385	63.615	59.064	40.936	387.93	448	1.000	bilinear	-48.057	-38.318	-40
115	resnetrs270	36.326	63.674	56.568	43.432	129.86	352	1.000	bicubic	-48.108	-40.404	-40
116	tresnet_m	36.277	63.723	55.792	44.208	31.39	224	0.875	bilinear	-46.795	-40.326	+18
117	mixer_b16_224_miil	36.263	63.737	55.969	44.031	59.88	224	0.875	bilinear	-46.041	-39.747	+52
118	tf_efficientnet_b2_ns	36.187	63.813	57.549	42.451	9.11	260	0.890	bicubic	-46.193	-38.699	+44
119	resnet152	36.081	63.919	55.548	44.452	60.19	224	0.950	bicubic	-46.743	-40.586	+23
120	ecaresnet101d	36.014	63.986	56.157	43.843	44.57	224	0.875	bicubic	-46.158	-39.891	+57
121	dm_nfnet_f2	36.006	63.994	55.458	44.542	193.78	352	0.920	bicubic	-49.058	-41.782	-67
122	resnest200e	35.933	64.067	55.851	44.149	70.20	320	0.909	bicubic	-47.897	-41.043	-17
123	swsl_resnet18	35.864	64.136	58.459	41.541	11.69	224	0.875	bilinear	-37.410	-33.279	+390
124	eca_nfnet_l1	35.819	64.181	55.951	44.049	41.41	320	1.000	bicubic	-48.193	-41.077	-26
125	xcit_small_24_p8_224	35.550	64.450	54.788	45.212	47.63	224	1.000	bicubic	-48.292	-41.848	-22
126	xcit_large_24_p16_224	35.522	64.478	54.764	45.236	189.10	224	1.000	bicubic	-47.370	-41.114	+12
127	xcit_small_12_p8_224	35.520	64.480	55.505	44.495	26.21	224	1.000	bicubic	-47.824	-40.975	-2
128	vit_small_patch16_384	35.475	64.525	57.541	42.459	22.20	384	1.000	bicubic	-48.331	-39.559	-19
129	xcit_medium_24_p8_224	35.448	64.552	54.825	45.175	84.32	224	1.000	bicubic	-48.288	-41.569	-18
130	resnest101e	35.373	64.627	55.784	44.216	48.28	256	0.875	bilinear	-47.515	-40.536	+9
131	convit_base	35.308	64.692	54.937	45.063	86.54	224	0.875	bicubic	-46.986	-40.997	+39
132	xcit_tiny_24_p8_224_dist	35.251	64.749	55.256	44.744	12.11	224	1.000	bicubic	-47.311	-40.912	+22
133	twins_svt_large	35.090	64.910	54.721	45.279	99.27	224	0.900	bicubic	-48.590	-41.873	-19
134	repvgg_b3	35.051	64.949	54.558	45.442	123.09	224	0.875	bilinear	-45.445	-40.706	+121
135	repvgg_b3g4	35.041	64.959	54.770	45.230	83.83	224	0.875	bilinear	-45.171	-40.336	+144
136	regnetz_d8	34.996	65.004	55.945	44.055	23.37	320	1.000	bicubic	-49.056	-41.049	-43
137	dm_nfnet_f1	34.986	65.014	54.112	45.888	132.63	320	0.910	bicubic	-49.638	-42.986	-67
138	xcit_tiny_24_p8_384_dist	34.925	65.075	55.151	44.849	12.11	384	1.000	bicubic	-48.823	-41.559	-28
139	resnet101d	34.876	65.124	54.196	45.804	44.57	320	1.000	bicubic	-48.146	-42.250	-2
140	resmlp_big_24_distilled_224	34.785	65.215	54.639	45.361	129.14	224	0.875	bicubic	-48.802	-42.009	-24
141	vit_large_patch32_384	34.670	65.330	55.727	44.273	306.63	384	1.000	bicubic	-46.840	-40.367	+62
142	resnet101	34.666	65.334	54.299	45.701	44.55	224	0.950	bicubic	-47.266	-41.467	+46
143	dm_nfnet_f0	34.620	65.380	54.672	45.328	71.49	256	0.900	bicubic	-48.766	-41.902	-22
144	ssl_resnext101_32x16d	34.607	65.393	55.931	44.069	194.03	224	0.875	bilinear	-47.247	-40.162	+47
145	repvgg_b2g4	34.581	65.419	54.774	45.226	61.76	224	0.875	bilinear	-44.789	-39.912	+182
146	resnetv2_101	34.581	65.419	53.145	46.855	44.54	224	0.950	bicubic	-47.461	-42.717	+37
147	resnest50d_4s2x40d	34.359	65.641	54.731	45.269	30.42	224	0.875	bicubic	-46.751	-40.833	+78
148	resnetrs152	34.359	65.641	53.564	46.436	86.62	320	1.000	bicubic	-49.353	-43.050	-36
149	crossvit_18_dagger_408	34.253	65.747	53.084	46.916	44.61	408	1.000	bicubic	-49.939	-43.734	-62
150	xcit_medium_24_p16_224	34.241	65.759	53.175	46.825	84.40	224	1.000	bicubic	-48.397	-42.801	-2
151	tf_efficientnet_b1_ns	34.165	65.835	55.489	44.511	7.79	240	0.882	bicubic	-47.221	-40.247	+59
152	efficientnetv2_rw_t	34.153	65.847	53.127	46.873	13.65	288	1.000	bicubic	-48.191	-43.069	+13
153	twins_pcpvt_large	34.108	65.892	54.124	45.876	60.99	224	0.900	bicubic	-49.028	-42.478	-24
154	tf_efficientnet_b4	34.060	65.940	54.196	45.804	19.34	380	0.922	bicubic	-48.964	-42.104	-18
155	ssl_resnext101_32x8d	34.029	65.971	55.601	44.399	88.79	224	0.875	bilinear	-47.579	-40.441	+43
156	tf_efficientnet_b6	34.003	65.997	54.542	45.458	43.04	528	0.942	bicubic	-50.105	-42.344	-66
157	nfnet_l0	33.999	66.001	54.359	45.641	35.07	288	1.000	bicubic	-48.752	-42.159	-13
158	efficientnet_b3_pruned	33.998	66.002	54.108	45.892	9.86	300	0.904	bicubic	-46.858	-41.136	+84
159	xcit_small_24_p16_224	33.996	66.004	53.288	46.712	47.67	224	1.000	bicubic	-48.586	-42.716	-8
160	regnety_160	33.972	66.028	53.540	46.460	83.59	288	1.000	bicubic	-49.714	-43.236	-47
161	gc_efficientnetv2_rw_t	33.950	66.050	53.220	46.780	13.68	288	1.000	bicubic	-48.516	-43.076	-3
162	pit_s_distilled_224	33.935	66.065	53.269	46.731	24.04	224	0.900	bicubic	-48.061	-42.527	+22
163	convnext_tiny	33.831	66.169	53.593	46.407	28.59	224	0.875	bicubic	-48.233	-42.241	+16
164	xcit_small_12_p16_224	33.770	66.230	53.236	46.764	26.25	224	1.000	bicubic	-48.206	-42.582	+22
165	resnetv2_50x3_bitm	33.663	66.337	55.880	44.120	217.32	448	1.000	bilinear	-50.350	-41.244	-68
166	resnet51q	33.561	66.439	53.019	46.981	35.70	288	1.000	bilinear	-48.801	-43.161	-3
167	xcit_tiny_24_p16_384_dist	33.510	66.490	52.766	47.234	12.12	384	1.000	bicubic	-49.060	-43.518	-14
168	convmixer_1536_20	33.424	66.576	53.031	46.969	51.63	224	0.960	bicubic	-47.942	-42.583	+44
169	regnety_032	33.408	66.592	52.766	47.234	19.44	288	1.000	bicubic	-49.318	-43.658	-24
170	crossvit_18_240	33.402	66.598	52.245	47.755	43.27	240	0.875	bicubic	-48.998	-43.809	-10
171	gernet_l	33.357	66.643	51.913	48.087	31.08	256	0.875	bilinear	-47.989	-43.619	+42
172	crossvit_15_dagger_408	33.325	66.674	52.186	47.814	28.50	408	1.000	bicubic	-50.506	-44.598	-68
173	crossvit_18_dagger_240	33.278	66.722	52.200	47.800	44.27	240	0.875	bicubic	-49.242	-43.872	-17
174	tresnet_xl	33.259	66.741	52.294	47.706	78.44	224	0.875	bilinear	-48.799	-43.642	+7
175	jx_nest_base	33.215	66.785	51.809	48.191	67.72	224	0.875	bicubic	-50.339	-44.555	-58
176	resnest50d_1s4x24d	33.151	66.849	52.850	47.150	25.68	224	0.875	bicubic	-47.835	-42.470	+57
177	resnet61q	33.109	66.891	51.758	48.242	36.85	288	1.000	bicubic	-49.417	-44.376	-22
178	jx_nest_small	33.050	66.950	51.066	48.934	38.35	224	0.875	bicubic	-50.070	-45.262	-46
179	crossvit_base_240	33.035	66.965	51.384	48.616	105.03	240	0.875	bicubic	-49.179	-44.448	-5
180	twins_pcpvt_base	33.027	66.973	52.483	47.517	43.83	224	0.900	bicubic	-49.677	-43.865	-34
181	rexnet_200	32.986	67.014	52.935	47.065	16.37	224	0.875	bicubic	-48.642	-42.733	+16
182	xcit_tiny_24_p16_224_dist	32.986	67.014	52.058	47.942	12.12	224	1.000	bicubic	-47.462	-43.158	+79
183	resnest50d	32.972	67.028	52.711	47.289	27.48	224	0.875	bilinear	-48.006	-42.667	+51
184	convit_small	32.917	67.083	52.117	47.883	27.78	224	0.875	bicubic	-48.507	-43.625	+23
185	crossvit_15_dagger_240	32.903	67.097	51.781	48.219	28.21	240	0.875	bicubic	-49.423	-44.177	-18
186	tf_efficientnetv2_s	32.903	67.097	51.724	48.276	21.46	384	1.000	bicubic	-50.983	-44.972	-86
187	vit_small_patch16_224	32.870	67.130	53.919	46.081	22.05	224	0.900	bicubic	-48.526	-42.215	+22
188	tf_efficientnet_b3	32.862	67.138	52.955	47.045	12.23	300	0.904	bicubic	-48.774	-42.764	+8
189	pnasnet5large	32.846	67.154	50.502	49.498	86.06	331	0.911	bicubic	-49.942	-45.538	-46
190	twins_svt_base	32.834	67.166	51.563	48.437	56.07	224	0.900	bicubic	-50.302	-44.857	-60
191	regnetz_c16	32.826	67.174	53.748	46.252	13.46	320	0.940	bicubic	-49.692	-42.612	-34
192	nasnetalarge	32.773	67.227	50.141	49.859	88.75	331	0.911	bicubic	-49.853	-45.906	-43
193	gernet_m	32.758	67.242	51.913	48.087	21.14	224	0.875	bilinear	-47.988	-43.271	+53
194	inception_resnet_v2	32.736	67.264	50.645	49.355	55.84	299	0.897	bicubic	-47.724	-44.663	+66
195	gluon_resnet152_v1d	32.732	67.268	51.084	48.916	60.21	224	0.875	bicubic	-47.744	-44.124	+62
196	pit_b_224	32.718	67.282	49.858	50.142	73.76	224	0.900	bicubic	-49.726	-45.855	-37
197	tf_efficientnet_b2_ap	32.685	67.315	52.237	47.763	9.11	260	0.890	bicubic	-47.617	-42.791	+76
198	fbnetv3_g	32.630	67.370	52.894	47.106	16.62	288	0.950	bilinear	-49.416	-43.170	-16
199	tresnet_l	32.563	67.437	51.139	48.861	55.99	224	0.875	bilinear	-48.927	-44.485	+6
200	cait_xxs36_384	32.547	67.453	52.225	47.775	17.37	384	1.000	bicubic	-49.645	-43.921	-25
201	wide_resnet50_2	32.435	67.565	51.455	48.545	68.88	224	0.875	bicubic	-49.017	-44.075	+5
202	gmlp_s16_224	32.420	67.580	51.819	48.181	19.42	224	0.875	bicubic	-47.222	-42.805	+113
203	ens_adv_inception_resnet_v2	32.380	67.620	50.425	49.575	55.84	299	0.897	bicubic	-47.600	-44.513	+89
204	deit_base_patch16_224	32.359	67.641	50.999	49.001	86.57	224	0.900	bicubic	-49.635	-44.735	-19
205	swin_small_patch4_window7_224	32.345	67.655	50.915	49.085	49.61	224	0.900	bicubic	-50.869	-45.409	-77
206	gluon_resnet152_v1s	32.337	67.663	50.533	49.467	60.32	224	0.875	bicubic	-48.685	-44.881	+26
207	deit_small_distilled_patch16_224	32.292	67.708	52.108	47.892	22.44	224	0.900	bicubic	-48.912	-43.270	+13
208	xcit_tiny_24_p8_224	32.270	67.730	51.909	48.091	12.11	224	1.000	bicubic	-49.622	-44.069	-19
209	gluon_seresnext101_64x4d	32.196	67.804	50.300	49.700	88.23	224	0.875	bicubic	-48.682	-44.998	+32
210	coat_lite_small	32.117	67.883	49.936	50.064	19.84	224	0.900	bicubic	-50.193	-45.912	-42
211	gluon_seresnext101_32x4d	32.113	67.887	51.235	48.765	48.96	224	0.875	bicubic	-48.793	-44.061	+29
212	deit_base_patch16_384	31.987	68.013	50.549	49.451	86.86	384	1.000	bicubic	-51.119	-45.821	-79
213	seresnext50_32x4d	31.968	68.032	51.231	48.769	27.56	224	0.875	bicubic	-49.290	-44.397	+4
214	xcit_tiny_12_p8_224_dist	31.944	68.056	51.400	48.600	6.71	224	1.000	bicubic	-49.264	-44.202	+5
215	levit_384	31.873	68.127	50.598	49.402	39.13	224	0.900	bicubic	-50.715	-45.424	-65
216	resnetrs101	31.856	68.144	51.019	48.981	63.62	288	0.940	bicubic	-50.432	-44.989	-45
217	cspresnext50	31.814	68.186	51.618	48.382	20.57	224	0.875	bilinear	-48.236	-43.328	+73
218	tnt_s_patch16_224	31.643	68.357	51.147	48.853	23.76	224	0.900	bicubic	-49.873	-44.599	-16
219	eca_nfnet_l0	31.610	68.390	51.610	48.390	24.14	288	1.000	bicubic	-50.968	-44.882	-67
220	resnetv2_50x1_bit_distilled	31.582	68.418	51.280	48.720	25.55	224	0.875	bicubic	-51.246	-45.246	-79
221	ssl_resnext101_32x4d	31.423	68.577	52.127	47.873	44.18	224	0.875	bilinear	-49.503	-43.597	+18
222	inception_v4	31.376	68.624	49.244	50.756	42.68	299	0.875	bicubic	-48.794	-45.726	+60
223	rexnet_150	31.368	68.632	51.286	48.714	9.73	224	0.875	bicubic	-48.942	-43.880	+47
224	crossvit_15_240	31.337	68.663	50.174	49.826	27.53	240	0.875	bicubic	-50.207	-45.514	-24
225	pit_s_224	31.325	68.675	49.667	50.333	23.46	224	0.900	bicubic	-49.773	-45.663	+2
226	cait_xxs36_224	31.278	68.722	50.612	49.388	17.30	224	1.000	bicubic	-48.472	-44.258	+80
227	crossvit_small_240	31.276	68.724	50.194	49.806	26.86	240	0.875	bicubic	-49.746	-45.264	+4
228	cspresnet50	31.268	68.732	51.223	48.777	21.62	256	0.887	bilinear	-48.312	-43.481	+89
229	convmixer_768_32	31.250	68.750	50.950	49.050	21.11	224	0.960	bicubic	-48.914	-44.122	+54
230	coat_mini	31.205	68.795	49.777	50.223	10.34	224	0.900	bicubic	-50.059	-45.617	-14
231	xcit_tiny_12_p8_384_dist	31.184	68.816	50.526	49.474	6.71	384	1.000	bicubic	-51.208	-45.696	-70
232	ecaresnetlight	31.127	68.873	50.243	49.757	30.16	224	0.875	bicubic	-49.335	-45.009	+27
233	gluon_resnet101_v1s	31.117	68.883	49.795	50.205	44.67	224	0.875	bicubic	-49.185	-45.365	+39
234	tf_efficientnet_cc_b0_8e	31.087	68.913	50.761	49.239	24.01	224	0.875	bicubic	-46.821	-42.895	+174
235	resmlp_36_distilled_224	31.072	68.928	49.688	50.312	44.69	224	0.875	bicubic	-50.082	-45.800	-13
236	ecaresnet50d	31.058	68.942	50.854	49.146	25.58	224	0.875	bicubic	-49.544	-44.466	+16
237	ecaresnet50t	31.054	68.946	50.573	49.427	25.57	320	0.950	bicubic	-51.294	-45.565	-73
238	resnet50d	31.024	68.976	49.810	50.190	25.58	224	0.875	bicubic	-49.502	-45.352	+16
239	cspdarknet53	31.018	68.981	50.396	49.604	27.64	256	0.887	bilinear	-49.043	-44.688	+49
240	gcresnet50t	31.011	68.989	50.127	49.873	25.90	256	0.900	bicubic	-49.927	-45.325	-2
241	gluon_resnext101_64x4d	30.993	69.007	48.553	51.447	83.46	224	0.875	bicubic	-49.611	-46.439	+10
242	gluon_resnet152_v1c	30.989	69.011	48.928	51.072	60.21	224	0.875	bicubic	-48.923	-45.920	+53
243	twins_svt_small	30.979	69.021	49.231	50.769	24.06	224	0.900	bicubic	-50.705	-46.441	-49
244	resnext50_32x4d	30.930	69.070	49.260	50.740	25.03	224	0.950	bicubic	-50.174	-46.066	-18
245	resmlp_24_distilled_224	30.903	69.097	50.176	49.824	30.02	224	0.875	bicubic	-49.861	-45.048	0
246	tf_efficientnet_cc_b1_8e	30.901	69.099	50.076	49.924	39.72	240	0.882	bicubic	-48.405	-44.294	+86
247	ecaresnet101d_pruned	30.899	69.101	50.013	49.987	24.88	224	0.875	bicubic	-49.917	-45.621	-4
248	gluon_resnext101_32x4d	30.877	69.123	48.539	51.461	44.18	224	0.875	bicubic	-49.463	-46.387	+20
249	tf_efficientnetv2_b3	30.861	69.139	49.814	50.186	14.36	300	0.904	bicubic	-51.107	-45.966	-62
250	tf_efficientnet_lite4	30.830	69.170	50.390	49.610	13.01	380	0.920	bilinear	-50.706	-45.278	-49
251	nf_resnet50	30.706	69.294	49.962	50.038	25.56	288	0.940	bicubic	-49.948	-45.372	-2
252	dpn107	30.678	69.322	48.808	51.192	86.92	224	0.875	bicubic	-49.493	-46.098	+29
253	xcit_tiny_24_p16_224	30.678	69.322	50.410	49.590	12.12	224	1.000	bicubic	-48.769	-44.476	+72
254	ese_vovnet39b	30.665	69.335	49.877	50.123	24.57	224	0.875	bicubic	-48.645	-44.839	+76
255	gluon_resnet152_v1b	30.618	69.382	48.523	51.477	60.19	224	0.875	bicubic	-49.058	-46.215	+57
256	tresnet_xl_448	30.616	69.384	49.072	50.928	78.44	448	0.875	bilinear	-52.438	-47.100	-121
257	haloregnetz_b	30.602	69.398	49.003	50.997	11.68	224	0.940	bicubic	-50.450	-46.191	-28
258	ssl_resnext50_32x4d	30.598	69.402	50.659	49.341	25.03	224	0.875	bilinear	-49.718	-44.751	+11
259	gluon_resnet101_v1d	30.519	69.481	47.953	52.047	44.57	224	0.875	bicubic	-49.897	-47.063	+4
260	dpn68b	30.517	69.483	49.166	50.834	12.61	224	0.875	bicubic	-48.697	-45.248	+83
261	resnest26d	30.488	69.512	50.667	49.333	17.07	224	0.875	bilinear	-47.996	-43.627	+115
262	efficientnet_b2	30.437	69.563	49.688	50.312	9.11	288	1.000	bicubic	-50.175	-45.625	-12
263	tf_efficientnet_b1_ap	30.419	69.581	49.553	50.447	7.79	240	0.882	bicubic	-48.859	-44.753	+74
264	xcit_tiny_12_p16_384_dist	30.405	69.595	50.131	49.869	6.72	384	1.000	bicubic	-50.539	-45.279	-27
265	resnetv2_50	30.384	69.616	48.836	51.164	25.55	224	0.950	bicubic	-50.036	-46.238	-3
266	twins_pcpvt_small	30.384	69.616	49.390	50.610	24.11	224	0.900	bicubic	-50.704	-46.250	-38
267	visformer_small	30.331	69.669	48.291	51.709	40.22	224	0.900	bicubic	-51.775	-47.583	-89
268	pit_xs_distilled_224	30.278	69.722	49.838	50.162	11.00	224	0.900	bicubic	-49.026	-44.528	+66
269	convmixer_1024_20_ks9_p14	30.097	69.903	49.934	50.066	24.38	224	0.960	bicubic	-46.845	-43.422	+177
270	seresnet50	30.073	69.927	49.282	50.718	28.09	224	0.875	bicubic	-50.191	-45.790	+4
271	dpn98	30.061	69.939	48.244	51.756	61.57	224	0.875	bicubic	-49.583	-46.354	+43
272	tf_efficientnet_b2	30.026	69.974	49.582	50.418	9.11	260	0.890	bicubic	-50.054	-45.326	+15
273	dpn131	30.022	69.978	48.124	51.876	79.25	224	0.875	bicubic	-49.802	-46.584	+30
274	efficientnet_el	30.020	69.980	48.840	51.160	10.59	300	0.904	bicubic	-51.286	-46.686	-59
275	legacy_senet154	30.003	69.997	48.044	51.956	115.09	224	0.875	bilinear	-51.307	-47.446	-61
276	xcit_tiny_12_p16_224_dist	30.001	69.999	49.649	50.351	6.72	224	1.000	bicubic	-48.573	-44.549	+95
277	halo2botnet50ts_256	29.981	70.019	48.376	51.624	22.64	256	0.950	bicubic	-52.081	-47.266	-97
278	dpn92	29.953	70.047	49.174	50.826	37.67	224	0.875	bicubic	-50.063	-45.654	+13
279	resnetv2_101x1_bitm	29.896	70.104	51.125	48.875	44.54	448	1.000	bilinear	-52.438	-45.391	-113
280	gluon_senet154	29.877	70.123	47.894	52.106	115.09	224	0.875	bicubic	-51.355	-47.454	-62
281	xception	29.857	70.143	48.678	51.322	22.86	299	0.897	bicubic	-49.191	-45.713	+73
282	adv_inception_v3	29.818	70.182	47.843	52.157	23.83	299	0.875	bicubic	-47.764	-45.895	+141
283	gluon_xception65	29.782	70.218	47.759	52.241	39.92	299	0.903	bicubic	-49.933	-47.101	+25
284	lamhalobotnet50ts_256	29.745	70.255	48.333	51.667	22.57	256	0.950	bicubic	-51.805	-47.169	-85
285	fbnetv3_d	29.743	70.257	49.474	50.526	10.31	256	0.950	bilinear	-49.939	-45.476	+26
286	resmlp_36_224	29.694	70.306	48.971	51.029	44.69	224	0.875	bicubic	-50.074	-45.915	+19
287	resnet50	29.639	70.361	46.745	53.255	25.56	224	0.950	bicubic	-50.733	-47.865	-23
288	resnetblur50	29.610	70.391	48.254	51.746	25.56	224	0.875	bicubic	-49.699	-46.380	+43
289	jx_nest_tiny	29.543	70.457	46.990	53.010	17.06	224	0.875	bicubic	-51.879	-48.626	-81
290	resnet50_gn	29.531	70.469	48.299	51.701	25.56	224	0.940	bicubic	-50.521	-46.647	-1
291	efficientnet_em	29.478	70.522	48.940	51.060	6.90	240	0.882	bicubic	-49.772	-45.856	+49
292	resnext101_32x8d	29.439	70.561	48.488	51.512	88.79	224	0.875	bilinear	-49.877	-46.030	+37
293	gcresnext50ts	29.433	70.567	47.896	52.104	15.67	256	0.900	bicubic	-51.145	-47.274	-40
294	coat_lite_mini	29.427	70.573	47.729	52.271	11.01	224	0.900	bicubic	-49.665	-46.877	+56
295	sebotnet33ts_256	29.425	70.575	47.150	52.850	13.70	256	0.940	bicubic	-51.729	-48.018	-73
296	deit_small_patch16_224	29.425	70.575	48.256	51.744	22.05	224	0.900	bicubic	-50.441	-46.790	+4
297	ssl_resnet50	29.415	70.585	49.808	50.192	25.56	224	0.875	bilinear	-49.805	-45.024	+44
298	nf_regnet_b1	29.393	70.607	49.419	50.581	10.22	288	0.900	bicubic	-49.895	-45.331	+38
299	cait_xxs24_384	29.384	70.616	48.751	51.249	12.03	384	1.000	bicubic	-51.580	-46.895	-63
300	resnet34d	29.332	70.668	48.415	51.585	21.82	224	0.875	bicubic	-47.782	-44.965	+139
301	swin_tiny_patch4_window7_224	29.331	70.669	47.604	52.396	28.29	224	0.900	bicubic	-52.043	-47.938	-90
302	cait_xxs24_224	29.299	70.701	48.533	51.467	11.96	224	1.000	bicubic	-49.085	-45.777	+83
303	ecaresnet50d_pruned	29.216	70.784	48.439	51.561	19.94	224	0.875	bicubic	-50.493	-46.441	+6
304	tresnet_l_448	29.162	70.838	47.224	52.776	55.99	448	0.875	bilinear	-53.108	-48.754	-132
305	gluon_inception_v3	29.124	70.876	46.957	53.043	23.83	299	0.875	bicubic	-49.682	-47.415	+58
306	eca_resnet33ts	29.099	70.901	48.791	51.209	19.68	256	0.900	bicubic	-50.985	-46.179	-21
307	lambda_resnet50ts	29.095	70.905	46.981	53.019	21.54	256	0.950	bicubic	-52.055	-48.123	-83
308	xception71	29.036	70.964	47.405	52.595	42.34	299	0.903	bicubic	-50.836	-47.517	-10
309	hrnet_w64	28.987	71.013	47.138	52.862	128.06	224	0.875	bilinear	-50.481	-47.516	+13
310	xcit_tiny_12_p8_224	28.963	71.037	47.519	52.481	6.71	224	1.000	bicubic	-50.731	-47.535	0
311	regnetz_b16	28.941	71.059	47.248	52.752	9.72	288	0.940	bicubic	-51.775	-48.230	-63
312	tf_efficientnet_b0_ns	28.904	71.096	49.011	50.989	5.29	224	0.875	bicubic	-49.754	-45.365	+57
313	xception65	28.894	71.106	47.165	52.835	39.92	299	0.903	bicubic	-50.654	-47.491	+5
314	tf_efficientnet_b1	28.884	71.116	47.503	52.497	7.79	240	0.882	bicubic	-49.936	-46.693	+48
315	vit_small_patch32_384	28.877	71.123	48.891	51.109	22.92	384	1.000	bicubic	-51.607	-46.707	-59
316	gluon_resnet101_v1b	28.871	71.129	46.379	53.621	44.55	224	0.875	bicubic	-50.433	-48.143	+17
317	skresnext50_32x4d	28.831	71.169	46.487	53.513	27.48	224	0.875	bicubic	-51.321	-48.157	-33
318	sehalonet33ts	28.772	71.228	46.578	53.422	13.69	256	0.940	bicubic	-52.194	-48.694	-83
319	levit_256	28.747	71.253	46.717	53.283	18.89	224	0.900	bicubic	-52.759	-48.775	-115
320	tf_efficientnet_lite3	28.662	71.338	47.352	52.648	8.20	300	0.904	bilinear	-51.156	-47.562	-16
321	skresnet34	28.654	71.346	47.946	52.054	22.28	224	0.875	bicubic	-48.249	-45.374	+128
322	gluon_seresnext50_32x4d	28.649	71.351	46.438	53.562	27.56	224	0.875	bicubic	-51.267	-48.396	-28
323	hrnet_w40	28.635	71.365	47.456	52.544	57.56	224	0.875	bilinear	-50.281	-47.018	+36
324	halonet50ts	28.572	71.428	46.179	53.821	22.73	256	0.940	bicubic	-53.086	-49.431	-129
325	tf_efficientnetv2_b0	28.572	71.428	47.079	52.921	7.14	224	0.875	bicubic	-49.788	-46.945	+62
326	tv_resnet152	28.531	71.469	47.118	52.882	60.19	224	0.875	bilinear	-49.789	-46.918	+62
327	xcit_tiny_12_p16_224	28.519	71.481	47.413	52.587	6.72	224	1.000	bicubic	-48.607	-46.301	+111
328	repvgg_b2	28.430	71.570	47.038	52.962	89.02	224	0.875	bilinear	-50.362	-47.380	+36
329	hrnet_w48	28.413	71.587	47.582	52.418	77.47	224	0.875	bilinear	-50.887	-46.930	+6
330	gluon_resnext50_32x4d	28.379	71.621	45.314	54.686	25.03	224	0.875	bicubic	-50.989	-49.112	-2
331	efficientnet_b2_pruned	28.360	71.640	47.053	52.947	8.31	260	0.890	bicubic	-51.556	-47.801	-38
332	seresnet33ts	28.350	71.650	47.747	52.253	19.78	256	0.900	bicubic	-52.006	-47.361	-66
333	tf_efficientnet_b0_ap	28.350	71.650	47.529	52.471	5.29	224	0.875	bicubic	-48.740	-45.729	+108
334	dla102x2	28.315	71.685	46.761	53.239	41.28	224	0.875	bilinear	-51.135	-47.873	-10
335	dla169	28.313	71.687	47.391	52.609	53.39	224	0.875	bilinear	-50.381	-46.945	+33
336	tf_efficientnet_cc_b0_4e	28.311	71.689	47.368	52.632	13.31	224	0.875	bicubic	-48.993	-45.966	+97
337	mixnet_xl	28.287	71.713	46.696	53.304	11.90	224	0.875	bicubic	-52.189	-48.238	-79
338	gluon_resnet50_v1d	28.246	71.754	45.878	54.122	25.58	224	0.875	bicubic	-50.830	-48.592	+13
339	gluon_resnet101_v1c	28.104	71.896	45.965	54.035	44.57	224	0.875	bicubic	-51.428	-48.615	-20
340	wide_resnet101_2	28.102	71.898	46.411	53.589	126.89	224	0.875	bilinear	-50.750	-47.877	+21
341	regnetx_320	28.091	71.909	45.126	54.874	107.81	224	0.875	bicubic	-52.149	-49.896	-64
342	densenet161	28.083	71.917	46.643	53.357	28.68	224	0.875	bicubic	-49.269	-46.995	+90
343	regnety_320	28.061	71.939	45.452	54.548	145.05	224	0.875	bicubic	-52.747	-49.792	-99
344	levit_192	28.032	71.968	45.882	54.118	10.95	224	0.900	bicubic	-51.800	-48.904	-42
345	gernet_s	28.030	71.970	46.733	53.267	8.17	224	0.875	bilinear	-48.882	-46.401	+103
346	efficientnet_el_pruned	28.004	71.996	46.784	53.216	10.59	300	0.904	bicubic	-52.298	-48.434	-75
347	xception41	27.886	72.114	45.886	54.114	26.97	299	0.903	bicubic	-50.622	-48.394	+27
348	regnetx_160	27.823	72.177	45.625	54.375	54.28	224	0.875	bicubic	-52.025	-49.205	-47
349	tf_inception_v3	27.778	72.222	45.719	54.281	23.83	299	0.875	bicubic	-50.076	-47.919	+63
350	res2net101_26w_4s	27.772	72.228	45.169	54.831	45.21	224	0.875	bilinear	-51.426	-49.269	-4
351	tf_efficientnetv2_b1	27.756	72.243	46.578	53.422	8.14	240	0.882	bicubic	-51.706	-48.148	-28
352	vit_base_patch16_224_sam	27.711	72.289	45.106	54.894	86.57	224	0.900	bicubic	-52.531	-49.650	-76
353	fbnetv3_b	27.668	72.332	46.983	53.017	8.60	256	0.950	bilinear	-51.482	-47.763	-6
354	repvgg_b1	27.652	72.348	46.521	53.479	57.42	224	0.875	bilinear	-50.716	-47.575	+32
355	hrnet_w44	27.615	72.385	45.837	54.163	67.06	224	0.875	bilinear	-51.285	-48.535	+5
356	gcresnet33ts	27.587	72.412	46.197	53.803	19.88	256	0.900	bicubic	-52.497	-48.803	-70
357	inception_v3	27.552	72.448	45.273	54.727	23.83	299	0.875	bicubic	-49.886	-48.203	+72
358	resmlp_24_224	27.523	72.477	45.700	54.300	30.02	224	0.875	bicubic	-51.859	-48.847	-32
359	pit_xs_224	27.493	72.507	45.906	54.094	10.62	224	0.900	bicubic	-50.695	-48.260	+35
360	regnetx_080	27.393	72.607	45.006	54.994	39.57	224	0.875	bicubic	-51.807	-49.546	-15
361	hrnet_w30	27.387	72.613	46.544	53.456	37.71	224	0.875	bilinear	-50.811	-47.680	+32
362	hrnet_w32	27.363	72.636	45.984	54.016	41.23	224	0.875	bilinear	-51.082	-48.204	+17
363	gluon_resnet50_v1s	27.324	72.676	45.226	54.774	25.68	224	0.875	bicubic	-51.384	-49.014	+4
364	res2net50_26w_8s	27.320	72.680	44.833	55.167	48.40	224	0.875	bilinear	-51.656	-49.345	-8
365	densenet201	27.261	72.739	46.220	53.780	20.01	224	0.875	bicubic	-50.029	-47.258	+70
366	densenetblur121d	27.228	72.772	46.295	53.705	8.00	224	0.875	bicubic	-49.354	-46.893	+93
367	regnety_064	27.222	72.778	44.855	55.145	30.58	224	0.875	bicubic	-52.498	-49.909	-60
368	efficientnet_b1_pruned	27.179	72.821	45.867	54.133	6.33	240	0.882	bicubic	-51.061	-47.965	+24
369	tf_efficientnetv2_b2	27.163	72.837	44.572	55.428	10.10	260	0.890	bicubic	-53.043	-50.471	-89
370	resnet33ts	27.132	72.868	45.332	54.668	19.68	256	0.900	bicubic	-52.080	-49.240	-26
371	resnetrs50	27.104	72.896	45.022	54.978	35.69	224	0.910	bicubic	-52.786	-49.944	-75
372	rexnet_130	27.102	72.898	45.933	54.067	7.56	224	0.875	bicubic	-52.398	-48.749	-52
373	dla102x	27.059	72.941	45.479	54.521	26.31	224	0.875	bilinear	-51.455	-48.745	0
374	resnet32ts	27.051	72.949	45.263	54.737	17.96	256	0.900	bicubic	-51.963	-49.093	-19
375	gmixer_24_224	27.033	72.967	44.361	55.639	24.72	224	0.875	bicubic	-51.005	-49.309	+25
376	tv_resnet101	26.963	73.037	45.234	54.766	44.55	224	0.875	bilinear	-50.415	-48.308	+55
377	regnetx_120	26.870	73.130	44.676	55.324	46.11	224	0.875	bicubic	-52.722	-50.058	-61
378	resnext50d_32x4d	26.864	73.136	44.450	55.550	25.05	224	0.875	bicubic	-52.806	-50.414	-65
379	rexnet_100	26.839	73.161	45.375	54.625	4.80	224	0.875	bicubic	-51.019	-48.495	+32
380	densenet169	26.827	73.173	45.375	54.625	14.15	224	0.875	bicubic	-49.073	-47.655	+92
381	legacy_seresnext101_32x4d	26.817	73.183	43.499	56.501	48.96	224	0.875	bilinear	-53.411	-51.515	-103
382	tinynet_a	26.805	73.195	45.104	54.896	6.19	192	0.875	bicubic	-50.847	-48.434	+36
383	regnetx_064	26.792	73.208	44.921	55.079	26.21	224	0.875	bicubic	-52.274	-49.537	-30
384	regnety_120	26.786	73.214	44.448	55.552	51.82	224	0.875	bicubic	-53.584	-50.676	-119
385	regnetx_032	26.705	73.295	45.238	54.762	15.30	224	0.875	bicubic	-51.467	-48.850	+10
386	densenet121	26.672	73.328	45.888	54.112	7.98	224	0.875	bicubic	-48.910	-46.764	+90
387	legacy_seresnet152	26.668	73.332	43.953	56.047	66.82	224	0.875	bilinear	-51.988	-50.415	-17
388	efficientnet_es	26.609	73.391	45.122	54.878	5.44	224	0.875	bicubic	-51.451	-48.816	+11
389	res2net50_26w_6s	26.597	73.403	44.000	56.000	37.05	224	0.875	bilinear	-51.969	-50.134	-17
390	repvgg_b1g4	26.579	73.421	45.088	54.912	39.97	224	0.875	bilinear	-51.007	-48.742	+32
391	dla60x	26.558	73.442	45.025	54.975	17.35	224	0.875	bilinear	-51.688	-48.995	0
392	coat_lite_tiny	26.517	73.484	44.642	55.358	5.72	224	0.900	bicubic	-50.994	-49.270	+34
393	regnety_080	26.517	73.484	44.349	55.651	39.18	224	0.875	bicubic	-53.363	-50.480	-96
394	res2net50_14w_8s	26.487	73.513	44.365	55.635	25.06	224	0.875	bilinear	-51.657	-49.485	+2
395	tf_efficientnet_b0	26.487	73.513	45.644	54.356	5.29	224	0.875	bicubic	-50.359	-47.582	+55
396	mobilenetv3_large_100_miil	26.485	73.515	44.477	55.523	5.48	224	0.875	bilinear	-51.433	-48.429	+11
397	gluon_resnet50_v1b	26.436	73.564	44.037	55.963	25.56	224	0.875	bicubic	-51.144	-49.685	+27
398	tf_efficientnet_el	26.359	73.641	44.181	55.819	10.59	300	0.904	bicubic	-53.891	-50.949	-123
399	lambda_resnet26t	26.338	73.662	44.414	55.586	10.96	256	0.940	bicubic	-52.758	-50.174	-50
400	levit_128	26.324	73.676	44.116	55.884	9.21	224	0.900	bicubic	-52.162	-49.890	-25
401	resmlp_big_24_224	26.316	73.684	43.557	56.443	129.14	224	0.875	bicubic	-54.716	-51.462	-171
402	resmlp_12_distilled_224	26.314	73.686	44.870	55.130	15.35	224	0.875	bicubic	-51.628	-48.688	+4
403	regnetx_040	26.239	73.760	44.438	55.562	22.12	224	0.875	bicubic	-52.242	-49.806	-26
404	crossvit_9_dagger_240	26.178	73.822	44.538	55.462	8.78	240	0.875	bicubic	-50.799	-49.074	+40
405	vit_small_patch32_224	26.165	73.835	45.110	54.890	22.88	224	0.900	bicubic	-49.833	-48.162	+63
406	dpn68	26.128	73.873	44.224	55.776	12.61	224	0.875	bicubic	-50.178	-48.750	+60
407	efficientnet_b1	26.057	73.943	44.078	55.922	7.79	256	1.000	bicubic	-52.733	-50.264	-42
408	lambda_resnet26rpt_256	26.012	73.989	44.184	55.816	10.99	256	0.940	bicubic	-52.957	-50.244	-50
409	hrnet_w18	25.988	74.012	44.813	55.187	21.30	224	0.875	bilinear	-50.764	-48.629	+44
410	hardcorenas_f	25.953	74.047	44.220	55.780	8.20	224	0.875	bilinear	-52.145	-49.584	-12
411	regnety_040	25.913	74.087	43.850	56.150	20.65	224	0.875	bicubic	-53.303	-50.806	-69
412	resnet34	25.890	74.110	43.986	56.014	21.80	224	0.875	bilinear	-49.224	-48.298	+76
413	res2net50_26w_4s	25.862	74.138	43.157	56.843	25.70	224	0.875	bilinear	-52.094	-50.695	-8
414	tresnet_m_448	25.862	74.138	42.874	57.126	31.39	448	0.875	bilinear	-55.842	-52.700	-221
415	resnet26t	25.860	74.140	43.953	56.047	16.01	256	0.940	bicubic	-52.004	-49.894	-6
416	coat_tiny	25.848	74.152	43.276	56.724	5.50	224	0.900	bicubic	-52.580	-50.761	-34
417	hardcorenas_c	25.821	74.179	44.764	55.236	5.52	224	0.875	bilinear	-51.227	-48.392	+25
418	gluon_resnet50_v1c	25.782	74.218	43.027	56.973	25.58	224	0.875	bicubic	-52.228	-50.961	-16
419	halonet26t	25.768	74.232	43.225	56.775	12.48	256	0.950	bicubic	-53.348	-51.087	-71
420	selecsls60	25.729	74.272	44.066	55.934	30.67	224	0.875	bicubic	-52.246	-49.765	-16
421	hardcorenas_e	25.664	74.336	43.414	56.586	8.07	224	0.875	bilinear	-52.128	-50.284	-5
422	dla60_res2net	25.658	74.342	43.591	56.409	20.85	224	0.875	bilinear	-52.804	-50.615	-44
423	dla60_res2next	25.638	74.362	43.668	56.332	17.03	224	0.875	bilinear	-52.804	-50.482	-43
424	ecaresnet26t	25.540	74.460	43.664	56.336	16.01	320	0.950	bicubic	-54.308	-51.420	-124
425	resmlp_12_224	25.520	74.480	44.340	55.660	15.35	224	0.875	bicubic	-51.136	-48.840	+30
426	mixnet_l	25.514	74.486	43.459	56.541	7.33	224	0.875	bicubic	-53.462	-50.835	-69
427	tf_efficientnet_lite1	25.509	74.492	43.581	56.419	5.42	240	0.882	bicubic	-51.127	-49.641	+29
428	eca_halonext26ts	25.475	74.525	43.188	56.812	10.76	256	0.940	bicubic	-54.013	-51.408	-107
429	bat_resnext26ts	25.473	74.527	43.206	56.794	10.73	256	0.900	bicubic	-52.777	-50.892	-40
430	botnet26t_256	25.453	74.547	42.636	57.364	12.49	256	0.950	bicubic	-53.799	-51.892	-91
431	tv_resnext50_32x4d	25.453	74.547	42.781	57.219	25.03	224	0.875	bilinear	-52.165	-50.915	-11
432	repvgg_a2	25.436	74.564	43.947	56.053	28.21	224	0.875	bilinear	-51.024	-49.059	+31
433	tf_mixnet_l	25.422	74.578	42.536	57.464	7.33	224	0.875	bicubic	-53.352	-51.460	-67
434	hardcorenas_b	25.400	74.600	44.181	55.819	5.18	224	0.875	bilinear	-51.132	-48.574	+26
435	res2next50	25.391	74.609	42.506	57.494	24.67	224	0.875	bilinear	-52.859	-51.380	-45
436	selecsls60b	25.337	74.662	43.562	56.438	32.77	224	0.875	bicubic	-53.075	-50.608	-53
437	legacy_seresnet101	25.334	74.666	42.828	57.172	49.33	224	0.875	bilinear	-53.054	-51.438	-53
438	resnetv2_50x1_bitm	25.318	74.682	45.358	54.642	25.55	448	1.000	bilinear	-55.024	-50.323	-171
439	dla102	25.314	74.686	43.825	56.175	33.27	224	0.875	bilinear	-52.714	-50.125	-38
440	hardcorenas_d	25.308	74.692	43.125	56.875	7.50	224	0.875	bilinear	-52.124	-50.359	-10
441	resnest14d	25.267	74.733	44.092	55.908	10.61	224	0.875	bilinear	-50.239	-48.428	+37
442	legacy_seresnext50_32x4d	25.214	74.786	41.940	58.060	27.56	224	0.875	bilinear	-53.856	-52.492	-90
443	mixer_b16_224	25.129	74.871	41.225	58.775	59.88	224	0.875	bicubic	-51.481	-51.005	+14
444	res2net50_48w_2s	25.035	74.965	42.196	57.804	25.29	224	0.875	bilinear	-52.487	-51.356	-19
445	efficientnet_b0	25.011	74.989	42.793	57.207	5.29	224	0.875	bicubic	-52.683	-50.741	-28
446	mobilenetv2_120d	24.939	75.061	43.062	56.938	5.83	224	0.875	bicubic	-52.357	-50.434	-12
447	gluon_resnet34_v1b	24.937	75.063	42.239	57.761	21.80	224	0.875	bicubic	-49.655	-49.749	+51
448	dla60	24.933	75.067	43.304	56.696	22.04	224	0.875	bilinear	-52.103	-50.014	-5
449	eca_botnext26ts_256	24.868	75.132	42.958	57.042	10.59	256	0.950	bicubic	-54.404	-51.658	-111
450	regnety_016	24.823	75.177	42.618	57.382	11.20	224	0.875	bicubic	-53.037	-51.104	-40
451	xcit_nano_12_p8_224_dist	24.801	75.199	43.078	56.922	3.05	224	1.000	bicubic	-51.519	-50.008	+13
452	seresnext26ts	24.689	75.311	43.106	56.894	10.39	256	0.900	bicubic	-53.163	-50.684	-39
453	eca_resnext26ts	24.663	75.337	42.846	57.154	10.30	256	0.900	bicubic	-52.788	-50.720	-25
454	tf_efficientnet_lite2	24.532	75.468	42.288	57.712	6.09	260	0.890	bicubic	-52.936	-51.468	-27
455	skresnet18	24.489	75.511	42.540	57.460	11.96	224	0.875	bicubic	-48.547	-48.628	+60
456	regnetx_016	24.477	75.523	42.506	57.494	9.19	224	0.875	bicubic	-52.473	-50.916	-11
457	pit_ti_distilled_224	24.410	75.590	42.736	57.264	5.10	224	0.900	bicubic	-50.122	-49.362	+42
458	tf_efficientnet_lite0	24.381	75.620	42.490	57.510	4.65	224	0.875	bicubic	-50.451	-49.686	+35
459	hardcorenas_a	24.361	75.639	43.282	56.718	5.26	224	0.875	bilinear	-51.561	-49.234	+12
460	tv_resnet50	24.082	75.918	41.312	58.688	25.56	224	0.875	bilinear	-52.056	-51.550	+7
461	levit_128s	24.060	75.940	41.003	58.997	7.78	224	0.900	bicubic	-52.460	-51.863	0
462	legacy_seresnet34	24.027	75.973	41.903	58.097	21.96	224	0.875	bilinear	-50.783	-50.223	+32
463	xcit_nano_12_p16_384_dist	24.007	75.993	42.322	57.678	3.05	384	1.000	bicubic	-51.443	-50.370	+19
464	xcit_nano_12_p8_384_dist	23.962	76.038	41.940	58.060	3.05	384	1.000	bicubic	-53.856	-52.104	-49
465	gcresnext26ts	23.944	76.056	41.357	58.643	10.48	256	0.900	bicubic	-53.876	-52.475	-51
466	resnet18d	23.930	76.070	42.300	57.700	11.71	224	0.875	bicubic	-48.320	-48.388	+58
467	efficientnet_lite0	23.905	76.095	42.080	57.920	4.65	224	0.875	bicubic	-51.571	-50.432	+12
468	resnext26ts	23.864	76.136	41.105	58.895	10.30	256	0.900	bicubic	-52.916	-52.023	-16
469	tv_densenet121	23.844	76.156	41.925	58.075	7.98	224	0.875	bicubic	-50.900	-50.225	+26
470	efficientnet_es_pruned	23.830	76.170	41.999	58.001	5.44	224	0.875	bicubic	-51.168	-50.439	+21
471	mobilenetv2_140	23.720	76.280	41.480	58.520	6.11	224	0.875	bicubic	-52.788	-51.518	-9
472	mixnet_m	23.710	76.290	41.142	58.858	5.01	224	0.875	bicubic	-53.554	-52.282	-36
473	dla34	23.669	76.331	41.551	58.449	15.74	224	0.875	bilinear	-50.951	-50.521	+24
474	legacy_seresnet50	23.651	76.349	40.089	59.911	28.09	224	0.875	bilinear	-53.981	-53.663	-55
475	ese_vovnet19b_dw	23.534	76.466	41.286	58.714	6.54	224	0.875	bicubic	-53.266	-51.986	-24
476	tf_mixnet_m	23.483	76.517	40.989	59.011	5.01	224	0.875	bicubic	-53.459	-52.163	-29
477	tv_resnet34	23.469	76.531	41.367	58.633	21.80	224	0.875	bilinear	-49.839	-50.058	+35
478	selecsls42b	23.361	76.639	40.669	59.331	32.46	224	0.875	bicubic	-53.813	-52.725	-41
479	tf_efficientnet_em	23.359	76.641	40.402	59.598	6.90	240	0.882	bicubic	-54.773	-53.644	-82
480	repvgg_b0	23.317	76.683	41.178	58.822	15.82	224	0.875	bilinear	-51.839	-51.240	+5
481	xcit_nano_12_p16_224_dist	23.255	76.746	41.370	58.630	3.05	224	1.000	bicubic	-49.048	-49.492	+42
482	mobilenetv2_110d	23.074	76.926	40.726	59.274	4.52	224	0.875	bicubic	-51.966	-51.458	+7
483	vit_base_patch32_224_sam	23.048	76.952	39.572	60.428	88.22	224	0.900	bicubic	-50.644	-51.440	+25
484	tinynet_b	23.015	76.985	40.971	59.029	3.73	188	0.875	bicubic	-51.965	-51.215	+8
485	deit_tiny_distilled_patch16_224	22.726	77.274	40.771	59.229	5.91	224	0.900	bicubic	-51.786	-51.117	+15
486	mobilenetv3_large_100	22.655	77.345	40.777	59.223	5.48	224	0.875	bicubic	-53.107	-51.763	-13
487	mobilenetv3_rw	22.634	77.366	40.372	59.628	5.48	224	0.875	bicubic	-52.996	-52.336	-12
488	tf_mobilenetv3_large_100	22.563	77.437	39.759	60.241	5.48	224	0.875	bilinear	-52.955	-52.845	-11
489	tf_efficientnet_es	22.413	77.587	39.091	60.909	5.44	224	0.875	bicubic	-54.184	-54.113	-31
490	xcit_nano_12_p8_224	22.402	77.598	40.653	59.347	3.05	224	1.000	bicubic	-51.516	-51.517	+16
491	hrnet_w18_small_v2	22.341	77.659	39.877	60.123	15.60	224	0.875	bilinear	-52.777	-52.539	-4
492	convit_tiny	22.274	77.726	39.665	60.335	5.71	224	0.875	bicubic	-50.846	-52.055	+22
493	regnety_008	22.117	77.883	38.896	61.104	6.26	224	0.875	bicubic	-54.195	-54.174	-28
494	seresnext26t_32x4d	21.983	78.017	38.490	61.510	16.81	224	0.875	bicubic	-55.993	-55.254	-91
495	regnety_006	21.971	78.029	38.955	61.045	6.06	224	0.875	bicubic	-53.275	-53.579	-11
496	vit_tiny_r_s16_p8_384	21.963	78.037	39.401	60.599	6.36	384	1.000	bicubic	-53.993	-53.861	-26
497	regnetx_008	21.942	78.058	38.926	61.074	7.26	224	0.875	bicubic	-53.094	-53.414	-7
498	resnet26d	21.904	78.096	38.615	61.385	16.01	224	0.875	bicubic	-54.796	-54.531	-44
499	semnasnet_100	21.899	78.101	38.600	61.400	3.89	224	0.875	bicubic	-53.551	-54.000	-18
500	pit_ti_224	21.873	78.127	39.541	60.459	4.85	224	0.900	bicubic	-51.037	-51.865	+18
501	regnetx_006	21.738	78.263	38.904	61.096	6.20	224	0.875	bicubic	-52.115	-52.770	+6
502	vit_tiny_patch16_384	21.722	78.278	39.329	60.671	5.79	384	1.000	bicubic	-56.710	-55.213	-121
503	crossvit_9_240	21.686	78.314	39.278	60.722	8.55	240	0.875	bicubic	-52.284	-52.686	+2
504	vgg19_bn	21.628	78.373	39.280	60.720	143.68	224	0.875	bilinear	-52.587	-52.568	-3
505	ghostnet_100	21.620	78.380	38.692	61.308	5.18	224	0.875	bilinear	-52.358	-52.766	-1
506	semnasnet_075	21.576	78.424	38.928	61.072	2.91	224	0.875	bicubic	-51.398	-52.208	+10
507	gluon_resnet18_v1b	21.551	78.449	38.887	61.113	11.69	224	0.875	bicubic	-49.287	-50.875	+27
508	fbnetc_100	21.490	78.510	38.161	61.839	5.57	224	0.875	bilinear	-53.636	-54.221	-22
509	xcit_nano_12_p16_224	21.429	78.571	39.796	60.204	3.05	224	1.000	bicubic	-48.535	-49.964	+28
510	mnasnet_100	21.356	78.644	37.719	62.281	4.38	224	0.875	bicubic	-53.298	-54.391	-14
511	lcnet_100	21.285	78.715	38.851	61.149	2.95	224	0.875	bicubic	-50.823	-51.527	+16
512	resnet26	21.285	78.715	38.020	61.980	16.00	224	0.875	bicubic	-54.017	-54.556	-29
513	ssl_resnet18	21.284	78.716	39.109	60.891	11.69	224	0.875	bilinear	-51.322	-52.315	+6
514	mixnet_s	21.254	78.746	38.189	61.811	4.13	224	0.875	bicubic	-54.738	-54.609	-45
515	seresnext26d_32x4d	21.250	78.750	37.316	62.684	16.81	224	0.875	bicubic	-56.352	-56.292	-94
516	legacy_seresnext26_32x4d	21.091	78.909	37.635	62.365	16.79	224	0.875	bicubic	-56.011	-55.681	-76
517	crossvit_tiny_240	21.052	78.948	38.055	61.945	7.01	240	0.875	bicubic	-52.284	-53.861	-6
518	regnetx_004	20.895	79.106	37.564	62.436	5.16	224	0.875	bicubic	-51.495	-53.266	+2
519	spnasnet_100	20.863	79.137	37.896	62.104	4.42	224	0.875	bilinear	-53.223	-53.922	-17
520	legacy_seresnet18	20.841	79.159	37.615	62.385	11.78	224	0.875	bicubic	-50.901	-52.717	+10
521	mobilenetv2_100	20.769	79.231	37.761	62.239	3.50	224	0.875	bicubic	-52.197	-53.257	-4
522	tf_mixnet_s	20.474	79.526	36.605	63.395	4.13	224	0.875	bicubic	-55.176	-56.023	-48
523	vit_tiny_patch16_224	20.448	79.552	37.599	62.401	5.72	224	0.900	bicubic	-55.008	-55.247	-43
524	regnety_004	20.411	79.589	36.996	63.004	4.34	224	0.875	bicubic	-53.613	-54.758	-21
525	hrnet_w18_small	20.370	79.630	37.089	62.911	13.19	224	0.875	bilinear	-51.970	-53.589	-3
526	tf_mobilenetv3_large_075	20.366	79.634	36.770	63.230	3.99	224	0.875	bilinear	-53.074	-54.578	-17
527	resnet18	20.224	79.776	37.258	62.742	11.69	224	0.875	bilinear	-49.520	-51.824	+12
528	mixer_l16_224	20.163	79.837	32.942	67.058	208.20	224	0.875	bicubic	-51.885	-54.722	0
529	deit_tiny_patch16_224	20.156	79.844	37.556	62.444	5.72	224	0.900	bicubic	-52.010	-53.564	-3
530	tf_mobilenetv3_large_minimal_100	20.124	79.876	36.902	63.098	3.92	224	0.875	bilinear	-52.126	-53.728	-5
531	vgg16_bn	19.957	80.043	36.303	63.697	138.37	224	0.875	bilinear	-53.393	-55.202	-21
532	vit_tiny_r_s16_p8_224	19.330	80.670	36.049	63.951	6.34	224	0.900	bicubic	-52.458	-54.773	-3
533	tinynet_c	19.254	80.746	35.994	64.006	2.46	184	0.875	bicubic	-51.974	-53.756	0
534	lcnet_075	18.163	81.837	34.416	65.584	2.36	224	0.875	bicubic	-50.655	-53.958	+7
535	vgg19	17.929	82.071	33.054	66.946	143.67	224	0.875	bilinear	-54.437	-57.816	-14
536	vgg13_bn	17.802	82.198	34.039	65.961	133.05	224	0.875	bilinear	-53.792	-56.337	-5
537	vgg16	17.540	82.460	32.769	67.231	138.36	224	0.875	bilinear	-54.050	-57.613	-5
538	regnety_002	17.460	82.540	32.447	67.553	3.16	224	0.875	bicubic	-52.794	-57.093	-2
539	vgg11_bn	17.403	82.597	33.009	66.991	132.87	224	0.875	bilinear	-52.957	-56.793	-4
540	regnetx_002	16.953	83.047	32.227	67.773	2.68	224	0.875	bicubic	-51.797	-56.329	+2
541	tinynet_d	16.677	83.323	32.455	67.545	2.34	152	0.875	bicubic	-50.281	-54.609	+4
542	mobilenetv2_050	16.670	83.330	31.952	68.048	1.97	224	0.875	bicubic	-49.272	-54.130	+5
543	mnasnet_small	16.573	83.427	32.107	67.893	2.03	224	0.875	bicubic	-49.023	-54.081	+6
544	dla60x_c	16.310	83.690	31.761	68.239	1.32	224	0.875	bilinear	-51.582	-56.665	0
545	tf_mobilenetv3_small_100	16.227	83.772	31.225	68.775	2.54	224	0.875	bilinear	-51.697	-56.439	-2
546	vgg13	16.104	83.896	30.983	69.017	133.05	224	0.875	bilinear	-53.822	-58.263	-8
547	vgg11	15.730	84.270	30.453	69.547	132.86	224	0.875	bilinear	-53.298	-58.173	-7
548	tf_mobilenetv3_small_075	14.944	85.056	29.570	70.430	2.04	224	0.875	bilinear	-50.770	-56.564	0
549	dla46_c	14.657	85.343	29.378	70.622	1.30	224	0.875	bilinear	-50.209	-56.916	+1
550	dla46x_c	14.382	85.618	29.191	70.809	1.07	224	0.875	bilinear	-51.588	-57.789	-4
551	lcnet_050	14.310	85.690	28.645	71.355	1.88	224	0.875	bicubic	-48.790	-55.737	0
552	tf_mobilenetv3_small_minimal_100	13.962	86.038	27.986	72.014	2.04	224	0.875	bilinear	-48.946	-56.248	0
553	tinynet_e	12.669	87.331	26.389	73.611	2.04	106	0.875	bicubic	-47.187	-55.377	0