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

1	model	top1	top1_err	top5	top5_err	param_count	img_size	crop_pct	interpolation	top1_diff	top5_diff	rank_diff
2	eva_giant_patch14_336.clip_ft_in1k	90.553	9.447	97.230	2.770	1,013.01	336	1.000	bicubic	-7.307	-2.650	+3
3	eva_giant_patch14_224.clip_ft_in1k	90.227	9.773	97.173	2.827	1,012.56	224	1.000	bicubic	-7.453	-2.577	+12
4	eva_giant_patch14_336.m30m_ft_in22k_in1k	88.583	11.417	95.930	4.070	1,013.01	336	1.000	bicubic	-9.417	-3.970	-2
5	eva_giant_patch14_560.m30m_ft_in22k_in1k	88.410	11.590	95.613	4.387	1,014.45	560	1.000	bicubic	-9.580	-4.247	-2
6	vit_large_patch14_clip_336.openai_ft_in12k_in1k	83.910	16.090	93.880	6.120	304.53	336	1.000	bicubic	-13.700	-5.850	+14
7	vit_large_patch14_clip_336.laion2b_ft_in1k	83.587	16.413	93.507	6.493	304.53	336	1.000	bicubic	-13.643	-6.213	+39
8	eva_large_patch14_336.in22k_ft_in1k	83.523	16.477	93.100	6.900	304.53	336	1.000	bicubic	-14.287	-6.690	-2
9	vit_huge_patch14_clip_224.laion2b_ft_in1k	83.280	16.720	93.103	6.897	632.05	224	1.000	bicubic	-13.820	-6.537	+48
10	vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k	83.063	16.937	92.850	7.150	632.46	336	1.000	bicubic	-14.537	-6.930	+11
11	vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k	82.810	17.190	92.620	7.380	632.05	224	1.000	bicubic	-14.550	-7.180	+21
12	vit_large_patch14_clip_224.openai_ft_in1k	82.317	17.683	92.913	7.087	304.20	224	1.000	bicubic	-15.143	-6.767	+15
13	vit_large_patch14_clip_224.laion2b_ft_in1k	81.703	18.297	92.270	7.730	304.20	224	1.000	bicubic	-15.317	-7.410	+53
14	eva_large_patch14_196.in22k_ft_in1k	81.290	18.710	91.550	8.450	304.14	196	1.000	bicubic	-16.230	-8.240	+11
15	eva_large_patch14_336.in22k_ft_in22k_in1k	80.077	19.923	89.363	10.637	304.53	336	1.000	bicubic	-17.783	-10.427	-11
16	ig_resnext101_32x48d	79.650	20.350	89.393	10.607	828.41	224	0.875	bilinear	-17.320	-10.277	+52
17	ig_resnext101_32x32d	79.457	20.543	89.183	10.817	468.53	224	0.875	bilinear	-17.323	-10.427	+76
18	ig_resnext101_32x16d	78.837	21.163	88.480	11.520	194.03	224	0.875	bilinear	-17.603	-11.060	+118
19	vit_large_patch14_clip_224.openai_ft_in12k_in1k	78.687	21.313	88.920	11.080	304.20	224	1.000	bicubic	-18.923	-10.810	0
20	eva_large_patch14_196.in22k_ft_in22k_in1k	78.503	21.497	88.320	11.680	304.14	196	1.000	bicubic	-19.107	-11.490	-2
21	vit_large_patch14_clip_336.laion2b_ft_in12k_in1k	78.427	21.573	88.503	11.497	304.53	336	1.000	bicubic	-19.023	-11.277	+8
22	vit_large_patch14_clip_224.laion2b_ft_in12k_in1k	78.263	21.737	88.673	11.327	304.20	224	1.000	bicubic	-19.127	-11.067	+9
23	tf_efficientnet_l2.ns_jft_in1k_475	76.480	23.520	88.653	11.347	480.31	475	0.936	bicubic	-21.270	-11.137	-11
24	beitv2_large_patch16_224.in1k_ft_in22k_in1k	76.370	23.630	87.093	12.907	304.43	224	0.950	bicubic	-21.380	-12.727	-11
25	swsl_resnext101_32x16d	76.303	23.697	87.733	12.267	194.03	224	0.875	bilinear	-19.967	-11.767	+138
26	ig_resnext101_32x8d	75.813	24.187	86.200	13.800	88.79	224	0.875	bilinear	-20.117	-13.080	+191
27	swsl_resnext101_32x8d	75.590	24.410	86.937	13.063	88.79	224	0.875	bilinear	-20.650	-12.533	+139
28	tf_efficientnet_l2.ns_jft_in1k	74.650	25.350	87.543	12.457	480.31	800	0.960	bicubic	-23.130	-12.277	-20
29	beit_large_patch16_384.in22k_ft_in22k_in1k	73.277	26.723	85.017	14.983	305.00	384	1.000	bicubic	-24.533	-14.823	-22
30	beit_large_patch16_512.in22k_ft_in22k_in1k	73.163	26.837	85.080	14.920	305.67	512	1.000	bicubic	-24.617	-14.810	-21
31	swsl_resnext101_32x4d	72.660	27.340	85.157	14.843	44.18	224	0.875	bilinear	-23.390	-14.373	+166
32	maxvit_xlarge_tf_512.in21k_ft_in1k	71.893	28.107	82.920	17.080	475.77	512	1.000	bicubic	-25.867	-16.900	-21
33	maxvit_xlarge_tf_384.in21k_ft_in1k	71.697	28.303	82.727	17.273	475.32	384	1.000	bicubic	-26.043	-17.123	-19
34	beit_large_patch16_224.in22k_ft_in22k_in1k	71.043	28.957	83.420	16.580	304.43	224	0.900	bicubic	-26.437	-16.270	-8
35	deit3_huge_patch14_224_in21ft1k	70.810	29.190	82.197	17.803	632.13	224	1.000	bicubic	-26.440	-17.513	+6
36	vit_base_patch16_clip_384.laion2b_ft_in1k	70.793	29.207	83.810	16.190	86.86	384	1.000	bicubic	-26.117	-15.860	+41
37	deit3_large_patch16_384_in21ft1k	70.570	29.430	82.437	17.563	304.76	384	1.000	bicubic	-26.990	-17.323	-13
38	maxvit_base_tf_512.in21k_ft_in1k	70.397	29.603	81.597	18.403	119.88	512	1.000	bicubic	-27.363	-18.263	-28
39	maxvit_large_tf_512.in21k_ft_in1k	70.390	29.610	81.647	18.353	212.33	512	1.000	bicubic	-27.280	-18.083	-22
40	maxvit_large_tf_384.in21k_ft_in1k	70.030	29.970	81.033	18.967	212.03	384	1.000	bicubic	-27.640	-18.787	-24
41	deit3_large_patch16_224_in21ft1k	69.717	30.283	81.190	18.810	304.37	224	1.000	bicubic	-27.593	-18.490	-4
42	maxvit_base_tf_384.in21k_ft_in1k	69.557	30.443	80.733	19.267	119.65	384	1.000	bicubic	-28.003	-18.977	-19
43	swsl_resnext50_32x4d	68.977	31.023	82.810	17.190	25.03	224	0.875	bilinear	-26.643	-16.410	+216
44	vit_base_patch16_clip_224.laion2b_ft_in1k	68.747	31.253	82.500	17.500	86.57	224	1.000	bicubic	-27.573	-16.910	+109
45	swsl_resnet50	68.297	31.703	83.313	16.687	25.56	224	0.875	bilinear	-26.903	-16.017	+279
46	convnext_xlarge.fb_in22k_ft_in1k_384	68.160	31.840	80.467	19.533	350.20	384	1.000	bicubic	-29.430	-19.303	-24
47	swinv2_large_window12to24_192to384_22kft1k	67.670	32.330	80.100	19.900	196.74	384	1.000	bicubic	-29.620	-19.680	-9
48	tf_efficientnet_b7.ns_jft_in1k	67.510	32.490	81.383	18.617	66.35	600	0.949	bicubic	-29.690	-18.317	+2
49	vit_base_patch16_clip_384.openai_ft_in1k	67.357	32.643	81.690	18.310	86.86	384	1.000	bicubic	-29.463	-17.970	+36
50	vit_large_patch16_384.augreg_in21k_ft_in1k	67.053	32.947	78.707	21.293	304.72	384	1.000	bicubic	-30.367	-21.073	-20
51	convnext_large.fb_in22k_ft_in1k_384	66.667	33.333	79.807	20.193	197.77	384	1.000	bicubic	-30.643	-19.953	-15
52	swin_large_patch4_window12_384	66.283	33.717	79.783	20.217	196.74	384	1.000	bicubic	-30.887	-19.897	+1
53	vit_base_patch16_clip_384.laion2b_ft_in12k_in1k	66.160	33.840	78.890	21.110	86.86	384	1.000	bicubic	-31.060	-20.810	-4
54	vit_base_patch16_clip_224.openai_ft_in1k	66.023	33.977	80.990	19.010	86.57	224	0.900	bicubic	-30.287	-18.510	+102
55	beitv2_base_patch16_224.in1k_ft_in22k_in1k	65.757	34.243	78.890	21.110	86.53	224	0.900	bicubic	-31.153	-20.840	+21
56	swinv2_base_window12to24_192to384_22kft1k	65.743	34.257	79.313	20.687	87.92	384	1.000	bicubic	-31.517	-20.477	-16
57	swinv2_large_window12to16_192to256_22kft1k	65.627	34.373	78.460	21.540	196.74	256	0.900	bicubic	-31.613	-21.250	-13
58	tf_efficientnet_b6.ns_jft_in1k	65.587	34.413	79.553	20.447	43.04	528	0.942	bicubic	-31.433	-20.157	+5
59	convnext_xlarge.fb_in22k_ft_in1k	65.390	34.610	78.340	21.660	350.20	288	1.000	bicubic	-32.060	-21.480	-31
60	vit_base_patch16_clip_384.openai_ft_in12k_in1k	65.357	34.643	78.943	21.057	86.86	384	0.950	bicubic	-31.783	-20.697	-6
61	convnext_base.fb_in22k_ft_in1k_384	64.883	35.117	78.393	21.607	88.59	384	1.000	bicubic	-32.367	-21.327	-19
62	vit_base_patch16_clip_224.laion2b_ft_in12k_in1k	64.767	35.233	77.787	22.213	86.57	224	0.950	bicubic	-31.833	-21.773	+52
63	vit_large_patch16_224.augreg_in21k_ft_in1k	64.347	35.653	76.190	23.810	304.33	224	0.900	bicubic	-32.363	-23.450	+37
64	convnext_large.fb_in22k_ft_in1k	64.270	35.730	77.787	22.213	197.77	288	1.000	bicubic	-32.950	-21.943	-16
65	vit_large_r50_s32_384.augreg_in21k_ft_in1k	64.100	35.900	75.850	24.150	329.09	384	1.000	bicubic	-32.850	-23.810	+5
66	swin_large_patch4_window7_224	63.870	36.130	78.180	21.820	196.53	224	0.900	bicubic	-33.080	-21.530	+5
67	beit_base_patch16_384.in22k_ft_in22k_in1k	63.617	36.383	78.107	21.893	86.74	384	1.000	bicubic	-33.713	-21.613	-34
68	swin_base_patch4_window12_384	63.470	36.530	78.063	21.937	87.90	384	1.000	bicubic	-33.650	-21.507	-13
69	swinv2_base_window12to16_192to256_22kft1k	63.180	36.820	77.117	22.883	87.92	256	0.900	bicubic	-33.880	-22.543	-8
70	tf_efficientnet_b5.ns_jft_in1k	63.047	36.953	77.777	22.223	30.39	456	0.934	bicubic	-33.823	-21.883	+11
71	vit_base_patch16_clip_224.openai_ft_in12k_in1k	62.947	37.053	76.610	23.390	86.57	224	0.950	bicubic	-33.563	-23.010	+55
72	deit3_base_patch16_384_in21ft1k	62.640	37.360	75.553	24.447	86.88	384	1.000	bicubic	-34.600	-24.187	-27
73	convnext_base.fb_in22k_ft_in1k	62.520	37.480	76.563	23.437	88.59	288	1.000	bicubic	-34.700	-23.197	-26
74	vit_base_patch8_224.augreg2_in21k_ft_in1k	62.407	37.593	76.607	23.393	86.58	224	0.900	bicubic	-34.533	-22.973	-2
75	tf_efficientnetv2_l.in21k_ft_in1k	62.367	37.633	76.743	23.257	118.52	480	1.000	bicubic	-34.953	-22.897	-40
76	vit_base_patch8_224.augreg_in21k_ft_in1k	62.190	37.810	75.610	24.390	86.58	224	0.900	bicubic	-34.890	-24.010	-17
77	tf_efficientnetv2_xl.in21k_ft_in1k	62.090	37.910	75.650	24.350	208.12	512	1.000	bicubic	-35.240	-23.950	-43
78	deit3_base_patch16_224_in21ft1k	61.780	38.220	74.713	25.287	86.59	224	1.000	bicubic	-35.090	-24.927	+4
79	tf_efficientnet_b4.ns_jft_in1k	61.230	38.770	76.173	23.827	19.34	380	0.922	bicubic	-35.480	-23.477	+22
80	maxvit_base_tf_512.in1k	61.113	38.887	74.057	25.943	119.88	512	1.000	bicubic	-36.067	-25.583	-29
81	vit_base_patch32_clip_384.laion2b_ft_in12k_in1k	60.373	39.627	73.810	26.190	88.30	384	1.000	bicubic	-36.237	-25.670	+30
82	beit_base_patch16_224.in22k_ft_in22k_in1k	60.317	39.683	75.597	24.403	86.53	224	0.900	bicubic	-36.343	-24.063	+26
83	tf_efficientnetv2_m.in21k_ft_in1k	60.280	39.720	75.070	24.930	54.14	480	1.000	bicubic	-36.720	-24.560	-16
84	vit_base_patch32_clip_448.laion2b_ft_in12k_in1k	60.240	39.760	73.540	26.460	88.34	448	1.000	bicubic	-36.330	-25.980	+34
85	vit_base_patch16_384.augreg_in21k_ft_in1k	60.180	39.820	73.843	26.157	86.86	384	1.000	bicubic	-36.840	-25.867	-21
86	convnext_small.fb_in22k_ft_in1k_384	59.947	40.053	74.470	25.530	50.22	384	1.000	bicubic	-37.153	-25.230	-28
87	maxvit_large_tf_512.in1k	59.877	40.123	72.847	27.153	212.33	512	1.000	bicubic	-37.173	-26.743	-25
88	swin_base_patch4_window7_224	59.537	40.463	74.247	25.753	87.77	224	0.900	bicubic	-37.143	-25.413	+18
89	vit_base_patch32_clip_224.laion2b_ft_in1k	59.170	40.830	73.897	26.103	88.22	224	0.900	bicubic	-35.570	-25.173	+311
90	maxvit_base_tf_384.in1k	59.110	40.890	71.700	28.300	119.65	384	1.000	bicubic	-38.010	-28.080	-34
91	vit_base_patch16_224.augreg2_in21k_ft_in1k	59.047	40.953	73.640	26.360	86.57	224	0.900	bicubic	-37.463	-25.910	+34
92	volo_d5_512	58.917	41.083	73.200	26.800	296.09	512	1.150	bicubic	-38.373	-26.560	-53
93	volo_d5_448	58.793	41.207	73.057	26.943	295.91	448	1.150	bicubic	-38.447	-26.613	-50
94	vit_large_r50_s32_224.augreg_in21k_ft_in1k	58.633	41.367	71.720	28.280	328.99	224	0.900	bicubic	-37.547	-27.790	+83
95	vit_base_patch32_clip_384.openai_ft_in12k_in1k	58.603	41.397	73.140	26.860	88.30	384	0.950	bicubic	-37.817	-26.360	+44
96	maxvit_large_tf_384.in1k	58.453	41.547	71.167	28.833	212.03	384	1.000	bicubic	-38.487	-28.473	-23
97	deit3_large_patch16_384	58.360	41.640	72.970	27.030	304.76	384	1.000	bicubic	-38.490	-26.650	-14
98	deit3_huge_patch14_224	58.107	41.893	72.130	27.870	632.13	224	0.900	bicubic	-38.463	-27.390	+19
99	tf_efficientnet_b8.ap_in1k	57.830	42.170	72.957	27.043	87.41	672	0.954	bicubic	-38.720	-26.613	+21
100	convnext_small.fb_in22k_ft_in1k	57.743	42.257	72.790	27.210	50.22	288	1.000	bicubic	-39.067	-26.880	-12
101	mvitv2_large	57.487	42.513	70.773	29.227	217.99	224	0.900	bicubic	-38.923	-28.677	+39
102	cait_m48_448	57.470	42.530	71.860	28.140	356.46	448	1.000	bicubic	-39.410	-27.810	-23
103	cait_m36_384	57.467	42.533	72.313	27.687	271.22	384	1.000	bicubic	-39.363	-27.347	-19
104	tf_efficientnet_b3.ns_jft_in1k	57.417	42.583	72.387	27.613	12.23	300	0.904	bicubic	-38.683	-27.093	+83
105	volo_d4_448	57.283	42.717	71.537	28.463	193.41	448	1.150	bicubic	-39.787	-28.213	-45
106	maxvit_small_tf_512.in1k	57.093	42.907	70.967	29.033	69.13	512	1.000	bicubic	-40.087	-28.653	-54
107	vit_base_patch32_clip_224.laion2b_ft_in12k_in1k	57.057	42.943	71.290	28.710	88.22	224	0.900	bicubic	-38.183	-28.030	+211
108	vit_base_patch16_224.augreg_in21k_ft_in1k	56.823	43.177	70.633	29.367	86.57	224	0.900	bicubic	-39.477	-28.927	+51
109	deit3_medium_patch16_224_in21ft1k	56.650	43.350	69.737	30.263	38.85	224	1.000	bicubic	-39.490	-29.753	+72
110	volo_d5_224	56.480	43.520	70.643	29.357	295.46	224	0.960	bicubic	-40.400	-28.977	-32
111	deit3_large_patch16_224	56.463	43.537	70.457	29.543	304.37	224	0.900	bicubic	-39.727	-29.073	+65
112	xcit_large_24_p8_384_dist	56.353	43.647	71.323	28.677	188.93	384	1.000	bicubic	-40.407	-28.237	-17
113	flexivit_large.1200ep_in1k	56.293	43.707	71.560	28.440	304.36	240	0.950	bicubic	-40.487	-27.970	-22
114	flexivit_large.600ep_in1k	56.047	43.953	71.173	28.827	304.36	240	0.950	bicubic	-40.693	-28.427	-17
115	xcit_large_24_p8_224_dist	56.027	43.973	70.663	29.337	188.93	224	1.000	bicubic	-40.613	-28.797	-6
116	vit_base_patch32_clip_224.openai_ft_in1k	55.907	44.093	72.173	27.827	88.22	224	0.900	bicubic	-38.533	-26.837	+332
117	vit_medium_patch16_gap_384.in12k_ft_in1k	55.787	44.213	70.993	29.007	39.03	384	0.950	bicubic	-40.723	-28.597	+6
118	flexivit_large.300ep_in1k	55.700	44.300	70.713	29.287	304.36	240	0.950	bicubic	-40.990	-28.867	-13
119	xcit_large_24_p16_384_dist	54.907	45.093	69.867	30.133	189.10	384	1.000	bicubic	-42.033	-29.653	-45
120	volo_d4_224	54.747	45.253	68.867	31.133	192.96	224	0.960	bicubic	-42.033	-30.753	-31
121	maxvit_tiny_tf_512.in1k	54.723	45.277	68.933	31.067	31.05	512	1.000	bicubic	-42.247	-30.737	-52
122	deit3_small_patch16_384_in21ft1k	54.470	45.530	68.313	31.687	22.21	384	1.000	bicubic	-42.200	-31.327	-15
123	efficientnet_b5.in12k_ft_in1k	54.447	45.553	69.857	30.143	30.39	448	1.000	bicubic	-42.323	-29.743	-29
124	vit_base_r50_s16_384.orig_in21k_ft_in1k	54.403	45.597	69.560	30.440	98.95	384	1.000	bicubic	-42.047	-30.060	+9
125	maxvit_small_tf_384.in1k	54.343	45.657	68.193	31.807	69.02	384	1.000	bicubic	-42.397	-31.357	-29
126	resnetv2_152x4_bitm	54.320	45.680	70.167	29.833	936.53	480	1.000	bilinear	-42.550	-29.453	-46
127	xcit_large_24_p16_224_dist	54.260	45.740	68.970	31.030	189.10	224	1.000	bicubic	-42.060	-30.570	+27
128	vit_small_r26_s32_384.augreg_in21k_ft_in1k	54.197	45.803	68.757	31.243	36.47	384	1.000	bicubic	-41.863	-30.623	+66
129	volo_d3_448	53.990	46.010	68.020	31.980	86.63	448	1.000	bicubic	-43.030	-31.650	-64
130	tf_efficientnet_b5.ap_in1k	53.870	46.130	69.160	30.840	30.39	456	0.934	bicubic	-42.210	-30.380	+58
131	xcit_medium_24_p8_224_dist	53.660	46.340	68.410	31.590	84.32	224	1.000	bicubic	-42.860	-31.100	-9
132	tf_efficientnet_b2.ns_jft_in1k	53.600	46.400	70.270	29.730	9.11	260	0.890	bicubic	-41.920	-29.070	+142
133	tf_efficientnet_b6.ap_in1k	53.560	46.440	68.550	31.450	43.04	528	0.942	bicubic	-42.810	-31.000	+11
134	cait_s36_384	53.550	46.450	68.000	32.000	68.37	384	1.000	bicubic	-43.080	-31.600	-24
135	vit_medium_patch16_gap_256.in12k_ft_in1k	53.537	46.463	69.067	30.933	38.86	256	0.950	bicubic	-42.443	-30.383	+72
136	deit3_base_patch16_384	53.513	46.487	67.637	32.363	86.88	384	1.000	bicubic	-42.717	-31.763	+33
137	deit3_base_patch16_224	53.453	46.547	67.590	32.410	86.59	224	0.900	bicubic	-42.327	-31.680	+101
138	tf_efficientnet_b8.ra_in1k	53.410	46.590	69.090	30.910	87.41	672	0.954	bicubic	-43.290	-30.510	-34
139	xcit_medium_24_p8_384_dist	53.407	46.593	68.143	31.857	84.32	384	1.000	bicubic	-43.373	-31.527	-47
140	vit_base_patch32_384.augreg_in21k_ft_in1k	53.307	46.693	68.047	31.953	88.30	384	1.000	bicubic	-42.593	-31.303	+79
141	tf_efficientnet_b7.ap_in1k	53.260	46.740	68.873	31.127	66.35	600	0.949	bicubic	-43.090	-30.497	+5
142	convnext_large.fb_in1k	53.227	46.773	67.877	32.123	197.77	288	1.000	bicubic	-43.173	-31.663	0
143	xcit_medium_24_p16_384_dist	53.213	46.787	68.050	31.950	84.40	384	1.000	bicubic	-43.487	-31.480	-40
144	maxvit_base_tf_224.in1k	53.210	46.790	66.147	33.853	119.47	224	0.950	bicubic	-43.140	-33.443	+4
145	tf_efficientnetv2_l.in1k	53.163	46.837	67.833	32.167	118.52	480	1.000	bicubic	-43.577	-31.717	-47
146	tf_efficientnetv2_s.in21k_ft_in1k	53.150	46.850	69.000	31.000	21.46	384	1.000	bicubic	-43.320	-30.570	-17
147	tf_efficientnet_b4.ap_in1k	53.090	46.910	68.210	31.790	19.34	380	0.922	bicubic	-42.400	-31.030	+129
148	regnetz_e8	53.017	46.983	67.140	32.860	57.70	320	1.000	bicubic	-43.583	-32.420	-36
149	maxvit_large_tf_224.in1k	52.983	47.017	65.343	34.657	211.79	224	0.950	bicubic	-43.337	-34.157	+6
150	dm_nfnet_f5	52.870	47.130	67.430	32.570	377.21	544	0.954	bicubic	-43.940	-32.080	-63
151	volo_d3_224	52.703	47.297	66.317	33.683	86.33	224	0.960	bicubic	-43.747	-33.303	-16
152	deit3_small_patch16_224_in21ft1k	52.690	47.310	66.877	33.123	22.06	224	1.000	bicubic	-43.130	-32.433	+79
153	maxvit_tiny_tf_384.in1k	52.463	47.537	66.780	33.220	30.98	384	1.000	bicubic	-44.137	-32.830	-40
154	dm_nfnet_f6	52.447	47.553	67.120	32.880	438.36	576	0.956	bicubic	-44.473	-32.600	-79
155	tf_efficientnet_b7.ra_in1k	52.393	47.607	68.233	31.767	66.35	600	0.949	bicubic	-44.187	-31.277	-40
156	xcit_small_24_p8_384_dist	52.360	47.640	66.840	33.160	47.63	384	1.000	bicubic	-44.460	-32.790	-70
157	swsl_resnet18	52.327	47.673	70.480	29.520	11.69	224	0.875	bilinear	-38.763	-27.730	+572
158	efficientnetv2_rw_m.agc_in1k	52.323	47.677	67.210	32.790	53.24	416	1.000	bicubic	-43.947	-32.420	+4
159	deit_base_distilled_patch16_384	52.257	47.743	67.733	32.267	87.63	384	1.000	bicubic	-44.253	-31.827	-35
160	xcit_medium_24_p16_224_dist	52.210	47.790	66.900	33.100	84.40	224	1.000	bicubic	-44.050	-32.510	+4
161	xcit_small_24_p8_224_dist	52.197	47.803	66.767	33.233	47.63	224	1.000	bicubic	-44.353	-32.773	-42
162	convnext_tiny.fb_in22k_ft_in1k_384	52.163	47.837	66.917	33.083	28.59	384	1.000	bicubic	-44.007	-32.583	+18
163	dm_nfnet_f3	52.130	47.870	66.743	33.257	254.92	416	0.940	bicubic	-44.600	-32.887	-64
164	resnetv2_152x2_bit_teacher_384	51.937	48.063	68.670	31.330	236.34	384	1.000	bicubic	-44.253	-30.830	+11
165	resmlp_big_24_224_in22ft1k	51.903	48.097	68.463	31.537	129.14	224	0.875	bicubic	-44.447	-31.057	-18
166	xcit_small_24_p16_384_dist	51.883	48.117	66.353	33.647	47.67	384	1.000	bicubic	-44.457	-33.197	-17
167	cait_s24_384	51.783	48.217	66.313	33.687	47.06	384	1.000	bicubic	-44.787	-33.237	-51
168	resnetv2_152x2_bitm	51.757	48.243	69.250	30.750	236.34	448	1.000	bilinear	-44.763	-30.340	-47
169	ecaresnet269d	51.670	48.330	66.047	33.953	102.09	352	1.000	bicubic	-44.790	-33.493	-38
170	mvitv2_base	51.567	48.433	65.623	34.377	51.47	224	0.900	bicubic	-44.443	-33.897	+35
171	vit_base_patch16_224_miil.in21k_ft_in1k	51.557	48.443	65.207	34.793	86.54	224	0.875	bilinear	-44.473	-34.183	+30
172	tf_efficientnetv2_m.in1k	51.437	48.563	66.630	33.370	54.14	480	1.000	bicubic	-45.043	-32.980	-45
173	maxvit_rmlp_small_rw_224	51.423	48.577	65.180	34.820	64.90	224	0.900	bicubic	-44.537	-34.240	+41
174	maxvit_small_tf_224.in1k	51.180	48.820	65.277	34.723	68.93	224	0.950	bicubic	-45.030	-34.203	-2
175	pit_b_distilled_224	51.153	48.847	66.770	33.230	74.79	224	0.900	bicubic	-44.917	-32.650	+17
176	xcit_small_12_p8_384_dist	51.100	48.900	65.833	34.167	26.21	384	1.000	bicubic	-45.380	-33.657	-48
177	convnext_base.fb_in1k	51.073	48.927	65.883	34.117	88.59	288	1.000	bicubic	-45.237	-33.667	-19
178	dm_nfnet_f4	50.900	49.100	65.557	34.443	316.07	512	0.951	bicubic	-45.880	-34.053	-88
179	tf_efficientnet_b1.ns_jft_in1k	50.883	49.117	67.910	32.090	7.79	240	0.882	bicubic	-43.977	-31.340	+208
180	vit_base_patch16_384.orig_in21k_ft_in1k	50.883	49.117	65.270	34.730	86.86	384	1.000	bicubic	-45.307	-34.030	-6
181	volo_d2_384	50.873	49.127	65.637	34.363	58.87	384	1.000	bicubic	-45.837	-33.963	-79
182	xcit_small_24_p16_224_dist	50.733	49.267	65.010	34.990	47.67	224	1.000	bicubic	-45.067	-34.330	+53
183	flexivit_base.1200ep_in1k	50.693	49.307	65.117	34.883	86.59	240	0.950	bicubic	-45.417	-34.343	+3
184	coatnet_rmlp_2_rw_224	50.563	49.437	63.370	36.630	73.88	224	0.950	bicubic	-45.637	-35.910	-11
185	xcit_small_12_p16_384_dist	50.520	49.480	65.313	34.687	26.25	384	1.000	bicubic	-45.820	-34.267	-34
186	efficientnet_b4.ra2_in1k	50.510	49.490	65.703	34.297	19.34	384	1.000	bicubic	-45.010	-33.687	+87
187	volo_d1_384	50.477	49.523	64.917	35.083	26.78	384	1.000	bicubic	-45.993	-34.633	-57
188	xcit_small_12_p8_224_dist	50.440	49.560	65.433	34.567	26.21	224	1.000	bicubic	-45.520	-33.917	+24
189	resnetv2_101x3_bitm	50.407	49.593	67.790	32.210	387.93	448	1.000	bilinear	-45.843	-31.800	-24
190	flexivit_base.600ep_in1k	50.357	49.643	64.613	35.387	86.59	240	0.950	bicubic	-45.603	-34.807	+21
191	regnetz_040h	50.330	49.670	65.633	34.367	28.94	320	1.000	bicubic	-46.000	-33.887	-39
192	ssl_resnext101_32x16d	50.257	49.743	66.033	33.967	194.03	224	0.875	bilinear	-45.153	-33.127	+98
193	mvitv2_small	50.250	49.750	64.910	35.090	34.87	224	0.900	bicubic	-45.640	-34.450	+29
194	cait_s24_224	50.243	49.757	65.027	34.973	46.92	224	1.000	bicubic	-45.407	-34.363	+63
195	eca_nfnet_l2	50.237	49.763	65.450	34.550	56.72	384	1.000	bicubic	-46.213	-34.210	-61
196	tresnet_v2_l	50.167	49.833	65.093	34.907	46.17	224	0.875	bilinear	-45.653	-34.197	+35
197	pvt_v2_b5	50.167	49.833	65.037	34.963	81.96	224	0.900	bicubic	-45.783	-34.353	+18
198	deit3_medium_patch16_224	50.167	49.833	64.697	35.303	38.85	224	0.900	bicubic	-45.223	-34.733	+103
199	vit_small_patch16_384.augreg_in21k_ft_in1k	50.160	49.840	65.807	34.193	22.20	384	1.000	bicubic	-45.820	-33.623	+7
200	resnest269e	50.153	49.847	64.670	35.330	110.93	416	0.928	bicubic	-45.967	-34.850	-17
201	deit_base_distilled_patch16_224	50.063	49.937	66.227	33.773	87.34	224	0.900	bicubic	-45.687	-33.203	+41
202	pvt_v2_b4	50.063	49.937	65.150	34.850	62.56	224	0.900	bicubic	-45.837	-34.290	+18
203	tf_efficientnet_b3.ap_in1k	50.057	49.943	65.210	34.790	12.23	300	0.904	bicubic	-44.913	-33.900	+164
204	flexivit_base.300ep_in1k	50.013	49.987	64.113	35.887	86.59	240	0.950	bicubic	-45.957	-35.257	+6
205	resnest200e	49.873	50.127	64.743	35.257	70.20	320	0.909	bicubic	-46.197	-34.637	-15
206	efficientformer_l7	49.837	50.163	66.020	33.980	82.23	224	0.950	bicubic	-45.763	-33.370	+56
207	volo_d2_224	49.813	50.187	64.593	35.407	58.68	224	0.960	bicubic	-46.607	-34.867	-69
208	seresnextaa101d_32x8d	49.760	50.240	64.410	35.590	93.59	288	1.000	bicubic	-46.660	-35.110	-71
209	xception65	49.760	50.240	63.520	36.480	39.92	299	0.940	bicubic	-45.930	-35.790	+45
210	swinv2_base_window16_256	49.680	50.320	63.813	36.187	87.92	256	0.900	bicubic	-46.500	-35.717	-31
211	pvt_v2_b3	49.580	50.420	64.787	35.213	45.24	224	0.900	bicubic	-45.890	-34.533	+71
212	cait_xs24_384	49.527	50.473	64.900	35.100	26.67	384	1.000	bicubic	-46.483	-34.430	-8
213	maxvit_rmlp_tiny_rw_256	49.523	50.477	63.817	36.183	29.15	256	0.950	bicubic	-46.517	-35.593	-15
214	tf_efficientnet_b5.ra_in1k	49.510	50.490	65.657	34.343	30.39	456	0.934	bicubic	-46.470	-33.843	-6
215	resnetv2_152x2_bit_teacher	49.480	50.520	65.617	34.383	236.34	224	0.875	bicubic	-46.270	-33.823	+26
216	resnet200d	49.470	50.530	64.330	35.670	64.69	320	1.000	bicubic	-46.640	-35.070	-31
217	xcit_small_12_p16_224_dist	49.417	50.583	63.850	36.150	26.25	224	1.000	bicubic	-46.323	-35.310	+26
218	resnest101e	49.367	50.633	65.587	34.413	48.28	256	0.875	bilinear	-46.203	-33.683	+49
219	regnetz_040	49.280	50.720	64.067	35.933	27.12	320	1.000	bicubic	-46.900	-35.333	-41
220	resnet152d	49.253	50.747	64.413	35.587	60.21	320	1.000	bicubic	-46.617	-35.017	+6
221	vit_base_patch32_224.augreg_in21k_ft_in1k	49.253	50.747	64.340	35.660	88.22	224	0.900	bicubic	-45.137	-34.720	+235
222	seresnet152d	49.247	50.753	64.170	35.830	66.84	320	1.000	bicubic	-47.063	-35.340	-65
223	xcit_large_24_p8_224	49.247	50.753	62.850	37.150	188.93	224	1.000	bicubic	-46.833	-36.300	-34
224	maxxvit_rmlp_small_rw_256	49.147	50.853	63.343	36.657	66.01	256	0.950	bicubic	-47.063	-36.117	-53
225	gcvit_base	49.143	50.857	63.963	36.037	90.32	224	0.875	bicubic	-46.917	-35.597	-29
226	resmlp_big_24_distilled_224	49.097	50.903	65.470	34.530	129.14	224	0.875	bicubic	-46.773	-33.970	-1
227	convnext_small.fb_in1k	49.077	50.923	64.820	35.180	50.22	288	1.000	bicubic	-46.903	-34.770	-18
228	ssl_resnext101_32x8d	49.067	50.933	65.480	34.520	88.79	224	0.875	bilinear	-46.273	-33.860	+78
229	volo_d1_224	48.967	51.033	63.187	36.813	26.63	224	0.960	bicubic	-47.063	-36.163	-29
230	repvgg_b3	48.917	51.083	64.887	35.113	123.09	224	0.875	bilinear	-45.633	-34.023	+208
231	resnetrs420	48.857	51.143	63.427	36.573	191.89	416	1.000	bicubic	-47.543	-36.103	-90
232	maxvit_tiny_tf_224.in1k	48.810	51.190	62.947	37.053	30.92	224	0.950	bicubic	-47.000	-36.313	+2
233	deit3_small_patch16_384	48.680	51.320	62.833	37.167	22.21	384	1.000	bicubic	-46.920	-36.607	+30
234	seresnext101d_32x8d	48.610	51.390	62.963	37.037	93.59	288	1.000	bicubic	-47.750	-36.507	-89
235	efficientnetv2_rw_s.ra2_in1k	48.603	51.397	63.840	36.160	23.94	384	1.000	bicubic	-47.107	-35.560	+16
236	regnetz_d32	48.590	51.410	65.187	34.813	27.58	320	0.950	bicubic	-47.270	-34.243	-7
237	swinv2_small_window16_256	48.583	51.417	62.767	37.233	49.73	256	0.900	bicubic	-47.487	-36.573	-44
238	efficientnet_b3.ra2_in1k	48.563	51.437	64.250	35.750	12.23	320	1.000	bicubic	-46.577	-34.960	+97
239	ecaresnet101d	48.527	51.473	64.100	35.900	44.57	224	0.875	bicubic	-46.633	-35.200	+92
240	edgenext_base	48.433	51.567	64.317	35.683	18.51	320	1.000	bicubic	-47.357	-35.253	-4
241	dm_nfnet_f2	48.373	51.627	63.233	36.767	193.78	352	0.920	bicubic	-48.087	-36.377	-109
242	vit_small_r26_s32_224.augreg_in21k_ft_in1k	48.363	51.637	63.797	36.203	36.43	224	0.900	bicubic	-46.767	-35.323	+95
243	swinv2_base_window8_256	48.340	51.660	63.610	36.390	87.92	256	0.900	bicubic	-47.730	-35.870	-52
244	repvgg_b3g4	48.310	51.690	64.800	35.200	83.83	224	0.875	bilinear	-46.180	-34.220	+201
245	vit_large_patch32_384.orig_in21k_ft_in1k	48.250	51.750	61.830	38.170	306.63	384	1.000	bicubic	-46.990	-37.410	+72
246	convit_base	48.217	51.783	63.000	37.000	86.54	224	0.875	bicubic	-46.883	-36.140	+98
247	swin_s3_base_224	48.147	51.853	62.250	37.750	71.13	224	0.900	bicubic	-47.893	-37.100	-48
248	sequencer2d_l	48.100	51.900	62.350	37.650	54.30	224	0.875	bicubic	-47.780	-37.120	-24
249	resnetrs350	48.050	51.950	62.653	37.347	163.96	384	1.000	bicubic	-48.190	-36.937	-82
250	tf_efficientnetv2_b3.in21k_ft_in1k	48.037	51.963	64.730	35.270	14.36	300	0.900	bicubic	-47.553	-34.550	+16
251	gcvit_small	48.033	51.967	62.700	37.300	51.09	224	0.875	bicubic	-47.897	-36.680	-33
252	regnetz_d8	48.010	51.990	64.417	35.583	23.37	320	1.000	bicubic	-48.000	-35.013	-50
253	twins_svt_large	47.947	52.053	62.907	37.093	99.27	224	0.900	bicubic	-47.773	-36.583	-5
254	vit_relpos_base_patch16_224.sw_in1k	47.927	52.073	62.853	37.147	86.43	224	0.900	bicubic	-47.223	-36.307	+78
255	mixer_b16_224_miil	47.790	52.210	63.400	36.600	59.88	224	0.875	bilinear	-47.090	-35.870	+128
256	repvgg_b2g4	47.787	52.213	64.390	35.610	61.76	224	0.875	bilinear	-46.033	-34.520	+273
257	vit_relpos_base_patch16_clsgap_224.sw_in1k	47.767	52.233	62.403	37.597	86.43	224	0.900	bicubic	-47.483	-36.797	+59
258	mvitv2_tiny	47.693	52.307	62.810	37.190	24.17	224	0.900	bicubic	-47.717	-36.250	+34
259	vit_relpos_medium_patch16_cls_224.sw_in1k	47.660	52.340	61.800	38.200	38.76	224	0.900	bicubic	-47.640	-37.290	+50
260	eca_nfnet_l1	47.650	52.350	62.763	37.237	41.41	320	1.000	bicubic	-48.290	-36.727	-44
261	seresnext101_32x8d	47.643	52.357	61.443	38.557	93.57	288	1.000	bicubic	-48.477	-37.917	-77
262	resnetv2_50x3_bitm	47.593	52.407	65.603	34.397	217.32	448	1.000	bilinear	-48.677	-33.957	-101
263	pit_s_distilled_224	47.543	52.457	63.493	36.507	24.04	224	0.900	bicubic	-47.187	-35.607	+138
264	resnest50d_4s2x40d	47.483	52.517	63.807	36.193	30.42	224	0.875	bicubic	-47.227	-35.163	+143
265	efficientnet_b3_pruned.in1k	47.447	52.553	62.793	37.207	9.86	300	0.904	bicubic	-47.133	-36.277	+167
266	crossvit_18_dagger_408	47.380	52.620	60.943	39.057	44.61	408	1.000	bicubic	-48.750	-38.527	-84
267	coatnet_rmlp_1_rw_224	47.370	52.630	61.430	38.570	41.69	224	0.950	bicubic	-48.120	-37.960	+11
268	vit_base_patch16_224.orig_in21k_ft_in1k	47.340	52.660	61.607	38.393	86.57	224	0.900	bicubic	-47.870	-37.553	+53
269	xcit_small_24_p8_224	47.287	52.713	60.990	39.010	47.63	224	1.000	bicubic	-48.613	-38.190	-48
270	efficientformer_l3	47.230	52.770	63.400	36.600	31.41	224	0.950	bicubic	-47.980	-35.910	+50
271	tresnet_m	47.230	52.770	61.993	38.007	31.39	224	0.875	bilinear	-48.150	-37.157	+29
272	tf_efficientnet_b6.aa_in1k	47.213	52.787	63.110	36.890	43.04	528	0.942	bicubic	-49.077	-36.410	-112
273	ssl_resnext101_32x4d	47.177	52.823	63.367	36.633	44.18	224	0.875	bilinear	-47.983	-35.863	+57
274	resnetrs270	47.107	52.893	62.010	37.990	129.86	352	1.000	bicubic	-48.953	-37.480	-79
275	tf_efficientnet_b4.aa_in1k	47.083	52.917	62.867	37.133	19.34	380	0.922	bicubic	-48.507	-36.413	-11
276	regnetz_d8_evos	47.080	52.920	63.397	36.603	23.46	320	0.950	bicubic	-49.140	-36.093	-106
277	vit_base_patch16_rpn_224.in1k	47.057	52.943	62.400	37.600	86.54	224	0.900	bicubic	-47.773	-36.690	+113
278	swinv2_small_window8_256	47.027	52.973	62.307	37.693	49.73	256	0.900	bicubic	-48.703	-37.053	-32
279	xcit_small_12_p8_224	46.983	53.017	60.533	39.467	26.21	224	1.000	bicubic	-48.437	-38.667	+10
280	xcit_large_24_p16_224	46.957	53.043	60.670	39.330	189.10	224	1.000	bicubic	-47.983	-38.160	+91
281	xception65p	46.937	53.063	61.083	38.917	39.82	299	0.940	bicubic	-48.723	-38.187	-25
282	resnet101d	46.893	53.107	62.317	37.683	44.57	320	1.000	bicubic	-48.857	-36.963	-42
283	maxvit_tiny_rw_224	46.887	53.113	60.897	39.103	29.06	224	0.950	bicubic	-48.853	-38.413	-39
284	pvt_v2_b2_li	46.833	53.167	62.507	37.493	22.55	224	0.900	bicubic	-48.367	-36.773	+43
285	resnet152	46.817	53.183	60.427	39.573	60.19	224	0.950	bicubic	-48.733	-38.843	-16
286	gluon_seresnext101_64x4d	46.677	53.323	61.303	38.697	88.23	224	0.875	bicubic	-47.973	-37.677	+134
287	twins_pcpvt_large	46.637	53.363	62.240	37.760	60.99	224	0.900	bicubic	-49.083	-37.050	-40
288	convnext_tiny.fb_in1k	46.573	53.427	63.183	36.817	28.59	288	1.000	bicubic	-48.627	-35.987	+37
289	dm_nfnet_f1	46.547	53.453	61.407	38.593	132.63	320	0.910	bicubic	-49.843	-38.063	-146
290	regnetv_064	46.480	53.520	62.253	37.747	30.58	288	1.000	bicubic	-49.290	-37.167	-51
291	crossvit_15_dagger_408	46.463	53.537	60.480	39.520	28.50	408	1.000	bicubic	-49.357	-38.930	-59
292	xcit_medium_24_p8_224	46.463	53.537	59.647	40.353	84.32	224	1.000	bicubic	-49.407	-39.433	-65
293	resnetrs200	46.423	53.577	61.060	38.940	93.21	320	1.000	bicubic	-49.917	-38.430	-143
294	coatnet_1_rw_224	46.403	53.597	60.080	39.920	41.72	224	0.950	bicubic	-49.217	-39.360	-33
295	swin_s3_small_224	46.400	53.600	60.900	39.100	49.74	224	0.900	bicubic	-49.440	-38.300	-65
296	gcvit_tiny	46.373	53.627	61.603	38.397	28.22	224	0.875	bicubic	-49.307	-37.737	-41
297	fbnetv3_g.ra2_in1k	46.337	53.663	62.417	37.583	16.62	288	0.950	bilinear	-48.793	-36.813	+41
298	sequencer2d_m	46.300	53.700	60.897	39.103	38.31	224	0.875	bicubic	-49.290	-38.433	-33
299	tresnet_xl	46.283	53.717	61.943	38.057	78.44	224	0.875	bilinear	-48.777	-37.317	+56
300	xcit_tiny_24_p8_384_dist	46.267	53.733	60.713	39.287	12.11	384	1.000	bicubic	-49.973	-38.727	-132
301	xcit_tiny_24_p8_224_dist	46.260	53.740	60.600	39.400	12.11	224	1.000	bicubic	-49.190	-38.790	-15
302	deit_small_distilled_patch16_224	46.160	53.840	62.417	37.583	22.44	224	0.900	bicubic	-48.430	-36.513	+126
303	regnety_160	46.153	53.847	61.837	38.163	83.59	288	1.000	bicubic	-49.727	-37.723	-80
304	gernet_m	46.150	53.850	62.700	37.300	21.14	224	0.875	bilinear	-48.400	-35.960	+133
305	crossvit_base_240	46.133	53.867	60.217	39.783	105.03	240	0.875	bicubic	-48.937	-38.933	+49
306	swinv2_cr_small_ns_224	46.117	53.883	60.780	39.220	49.70	224	0.900	bicubic	-49.573	-38.530	-53
307	resnest50d_1s4x24d	46.083	53.917	62.377	37.623	25.68	224	0.875	bicubic	-48.307	-36.693	+148
308	tf_efficientnet_b0.ns_jft_in1k	46.047	53.953	63.253	36.747	5.29	224	0.875	bicubic	-47.693	-35.677	+230
309	jx_nest_base	46.040	53.960	60.103	39.897	67.72	224	0.875	bicubic	-49.500	-39.197	-39
310	resnet51q	46.027	53.973	60.910	39.090	35.70	288	1.000	bilinear	-49.173	-38.350	+16
311	vit_small_patch16_224.augreg_in21k_ft_in1k	45.990	54.010	61.820	38.180	22.05	224	0.900	bicubic	-48.890	-37.260	+71
312	regnety_080	45.960	54.040	60.850	39.150	39.18	288	1.000	bicubic	-49.900	-38.590	-84
313	vit_relpos_medium_patch16_224.sw_in1k	45.947	54.053	61.030	38.970	38.75	224	0.900	bicubic	-49.263	-38.200	+9
314	resnest50d	45.937	54.063	62.623	37.377	27.48	224	0.875	bilinear	-48.683	-36.497	+110
315	deit3_small_patch16_224	45.927	54.073	58.903	41.097	22.06	224	0.900	bicubic	-48.763	-40.197	+98
316	convnext_nano.in12k_ft_in1k	45.903	54.097	62.680	37.320	15.59	288	1.000	bicubic	-49.457	-36.770	-15
317	crossvit_18_240	45.903	54.097	60.373	39.627	43.27	240	0.875	bicubic	-49.167	-38.827	+36
318	regnety_032	45.893	54.107	61.537	38.463	19.44	288	1.000	bicubic	-49.577	-37.773	-37
319	twins_pcpvt_base	45.893	54.107	61.337	38.663	43.83	224	0.900	bicubic	-49.567	-38.053	-35
320	levit_384	45.877	54.123	61.693	38.307	39.13	224	0.900	bicubic	-49.333	-37.527	+3
321	twins_svt_base	45.877	54.123	60.967	39.033	56.07	224	0.900	bicubic	-49.693	-38.263	-53
322	crossvit_18_dagger_240	45.853	54.147	59.927	40.073	44.27	240	0.875	bicubic	-49.327	-39.193	+7
323	convnext_tiny_hnf.a2h_in1k	45.850	54.150	60.183	39.817	28.59	288	1.000	bicubic	-49.420	-38.977	-10
324	vit_relpos_medium_patch16_rpn_224.sw_in1k	45.737	54.263	60.963	39.037	38.73	224	0.900	bicubic	-49.333	-38.327	+27
325	vit_srelpos_medium_patch16_224.sw_in1k	45.720	54.280	61.067	38.933	38.74	224	0.900	bicubic	-49.180	-38.093	+53
326	crossvit_15_dagger_240	45.700	54.300	60.097	39.903	28.21	240	0.875	bicubic	-49.280	-39.063	+39
327	regnetz_c16	45.687	54.313	62.520	37.480	13.46	320	0.940	bicubic	-49.713	-36.790	-32
328	convmixer_1536_20	45.663	54.337	61.770	38.230	51.63	224	0.960	bicubic	-49.307	-37.400	+38
329	gc_efficientnetv2_rw_t.agc_in1k	45.653	54.347	60.203	39.797	13.68	288	1.000	bicubic	-49.627	-39.017	-18
330	flexivit_small.1200ep_in1k	45.610	54.390	59.883	40.117	22.06	240	0.950	bicubic	-49.590	-39.507	-2
331	efficientnetv2_rw_t.ra2_in1k	45.607	54.393	60.183	39.817	13.65	288	1.000	bicubic	-49.463	-38.797	+19
332	gluon_seresnext101_32x4d	45.590	54.410	61.143	38.857	48.96	224	0.875	bicubic	-48.860	-37.947	+115
333	xcit_tiny_24_p16_384_dist	45.583	54.417	60.510	39.490	12.12	384	1.000	bicubic	-49.907	-38.620	-56
334	xcit_small_24_p16_224	45.547	54.453	58.920	41.080	47.67	224	1.000	bicubic	-49.533	-40.100	+13
335	xcit_medium_24_p16_224	45.540	54.460	59.000	41.000	84.40	224	1.000	bicubic	-49.590	-39.920	+5
336	dm_nfnet_f0	45.483	54.517	60.983	39.017	71.49	256	0.900	bicubic	-50.207	-38.347	-84
337	resnext101_64x4d	45.470	54.530	59.047	40.953	83.46	288	1.000	bicubic	-50.070	-40.243	-66
338	gluon_resnet152_v1d	45.430	54.570	60.077	39.923	60.21	224	0.875	bicubic	-49.010	-39.103	+112
339	nfnet_l0	45.420	54.580	62.080	37.920	35.07	288	1.000	bicubic	-49.970	-37.200	-42
340	ssl_resnext50_32x4d	45.407	54.593	62.047	37.953	25.03	224	0.875	bilinear	-49.293	-36.783	+69
341	resnetv2_50x1_bit_distilled	45.393	54.607	62.303	37.697	25.55	224	0.875	bicubic	-49.997	-36.907	-46
342	cs3se_edgenet_x	45.393	54.607	60.427	39.573	50.72	320	1.000	bicubic	-50.617	-39.013	-138
343	xcit_small_12_p16_224	45.387	54.613	59.417	40.583	26.25	224	1.000	bicubic	-49.443	-39.643	+48
344	jx_nest_small	45.360	54.640	59.007	40.993	38.35	224	0.875	bicubic	-50.170	-40.203	-72
345	pvt_v2_b2	45.297	54.703	60.620	39.380	25.36	224	0.900	bicubic	-49.713	-38.560	+16
346	resnet61q	45.283	54.717	59.400	40.600	36.85	288	1.000	bicubic	-49.837	-39.800	-4
347	cs3edgenet_x	45.253	54.747	60.257	39.743	47.82	288	1.000	bicubic	-50.197	-39.103	-60
348	tresnet_xl_448	45.223	54.777	61.437	38.563	78.44	448	0.875	bilinear	-50.287	-37.903	-73
349	nasnetalarge	45.210	54.790	57.883	42.117	88.75	331	0.911	bicubic	-49.940	-41.417	-15
350	convit_small	45.203	54.797	60.510	39.490	27.78	224	0.875	bicubic	-49.717	-38.610	+25
351	flexivit_small.600ep_in1k	45.197	54.803	59.413	40.587	22.06	240	0.950	bicubic	-50.073	-39.567	-39
352	swin_small_patch4_window7_224	45.163	54.837	60.330	39.670	49.61	224	0.900	bicubic	-50.557	-39.040	-103
353	resnet101	45.127	54.873	59.573	40.427	44.55	224	0.950	bicubic	-49.823	-39.497	+17
354	tf_efficientnet_b3.aa_in1k	45.107	54.893	60.650	39.350	12.23	300	0.904	bicubic	-49.803	-38.370	+22
355	sequencer2d_s	45.093	54.907	60.050	39.950	27.65	224	0.875	bicubic	-50.377	-39.220	-72
356	rexnet_200	45.047	54.953	62.317	37.683	16.37	224	0.875	bicubic	-49.613	-36.833	+63
357	maxxvit_rmlp_nano_rw_256	45.023	54.977	59.660	40.340	16.78	256	0.950	bicubic	-50.327	-39.660	-53
358	resnetrs152	44.943	55.057	59.713	40.287	86.62	320	1.000	bicubic	-51.017	-39.667	-145
359	resnetv2_101	44.937	55.063	58.850	41.150	44.54	224	0.950	bicubic	-49.983	-40.260	+15
360	ecaresnetlight	44.890	55.110	60.770	39.230	30.16	224	0.875	bicubic	-49.250	-38.180	+129
361	deit_base_patch16_224	44.870	55.130	59.177	40.823	86.57	224	0.900	bicubic	-50.140	-39.963	+2
362	flexivit_small.300ep_in1k	44.867	55.133	59.343	40.657	22.06	240	0.950	bicubic	-50.283	-39.787	-29
363	coatnet_bn_0_rw_224	44.813	55.187	60.903	39.097	27.44	224	0.950	bicubic	-50.167	-38.327	+1
364	deit_base_patch16_384	44.777	55.223	59.617	40.383	86.86	384	1.000	bicubic	-50.873	-39.623	-106
365	cait_xxs36_384	44.773	55.227	59.380	40.620	17.37	384	1.000	bicubic	-50.447	-39.940	-46
366	resmlp_36_distilled_224	44.757	55.243	61.073	38.927	44.69	224	0.875	bicubic	-49.813	-38.087	+68
367	gernet_l	44.740	55.260	58.943	41.057	31.08	256	0.875	bilinear	-50.190	-40.257	+5
368	xcit_tiny_24_p16_224_dist	44.710	55.290	59.417	40.583	12.12	224	1.000	bicubic	-49.520	-39.403	+108
369	resmlp_24_distilled_224	44.707	55.293	61.467	38.533	30.02	224	0.875	bicubic	-49.623	-37.593	+96
370	tf_efficientnet_b2.ap_in1k	44.700	55.300	60.680	39.320	9.11	260	0.890	bicubic	-49.570	-38.100	+102
371	swinv2_tiny_window16_256	44.573	55.427	59.570	40.430	28.35	256	0.900	bicubic	-50.787	-39.560	-69
372	vit_relpos_small_patch16_224.sw_in1k	44.553	55.447	60.203	39.797	21.98	224	0.900	bicubic	-50.137	-38.547	+40
373	gmlp_s16_224	44.473	55.527	58.630	41.370	19.42	224	0.875	bicubic	-49.027	-40.210	+200
374	ens_adv_inception_resnet_v2	44.393	55.607	58.117	41.883	55.84	299	0.897	bicubic	-49.737	-40.843	+118
375	tresnet_l	44.363	55.637	59.953	40.047	55.99	224	0.875	bilinear	-50.527	-39.237	+6
376	gluon_resnext101_32x4d	44.290	55.710	59.090	40.910	44.18	224	0.875	bicubic	-49.830	-39.840	+117
377	poolformer_m48	44.267	55.733	59.300	40.700	73.47	224	0.950	bicubic	-50.863	-39.920	-38
378	gcvit_xtiny	44.237	55.763	59.963	40.037	19.98	224	0.875	bicubic	-50.773	-39.017	-18
379	maxvit_rmlp_nano_rw_256	44.180	55.820	58.240	41.760	15.50	256	0.950	bicubic	-51.260	-40.820	-91
380	wide_resnet50_2	44.177	55.823	59.727	40.273	68.88	224	0.875	bicubic	-50.493	-39.323	+37
381	regnetz_c16_evos	44.160	55.840	61.060	38.940	13.49	320	0.950	bicubic	-51.460	-38.360	-121
382	vit_srelpos_small_patch16_224.sw_in1k	44.137	55.863	59.710	40.290	21.97	224	0.900	bicubic	-50.413	-39.220	+54
383	resnetv2_101x1_bitm	44.127	55.873	61.983	38.017	44.54	448	1.000	bilinear	-51.193	-37.387	-75
384	seresnext50_32x4d	44.127	55.873	59.490	40.510	27.56	224	0.875	bicubic	-50.693	-39.640	+8
385	crossvit_15_240	44.117	55.883	59.130	40.870	27.53	240	0.875	bicubic	-50.603	-39.930	+20
386	gluon_resnet152_v1s	44.073	55.927	58.703	41.297	60.32	224	0.875	bicubic	-50.647	-40.477	+20
387	pit_b_224	44.070	55.930	58.017	41.983	73.76	224	0.900	bicubic	-50.720	-40.803	+8
388	poolformer_m36	44.027	55.973	59.060	40.940	56.17	224	0.950	bicubic	-50.983	-40.040	-26
389	ssl_resnet50	44.010	55.990	61.887	38.113	25.56	224	0.875	bilinear	-50.300	-37.263	+79
390	inception_resnet_v2	44.003	55.997	57.907	42.093	55.84	299	0.897	bicubic	-50.337	-40.893	+74
391	pnasnet5large	43.950	56.050	56.730	43.270	86.06	331	0.911	bicubic	-51.410	-42.570	-88
392	coatnext_nano_rw_224	43.907	56.093	58.653	41.347	14.70	224	0.900	bicubic	-50.943	-40.547	-4
393	pit_s_224	43.890	56.110	58.627	41.373	23.46	224	0.900	bicubic	-50.700	-40.513	+36
394	gluon_resnext101_64x4d	43.877	56.123	58.710	41.290	83.46	224	0.875	bicubic	-50.473	-40.170	+69
395	coat_lite_small	43.823	56.177	57.147	42.853	19.84	224	0.900	bicubic	-51.257	-41.913	-47
396	regnetv_040	43.787	56.213	58.457	41.543	20.64	288	1.000	bicubic	-51.943	-40.923	-151
397	tnt_s_patch16_224	43.773	56.227	59.197	40.803	23.76	224	0.900	bicubic	-50.807	-39.853	+32
398	swinv2_cr_small_224	43.773	56.227	57.703	42.297	49.70	224	0.900	bicubic	-51.637	-41.597	-104
399	mobilevitv2_200_in22ft1k	43.770	56.230	59.493	40.507	18.45	256	0.888	bicubic	-51.280	-39.587	-42
400	cait_xxs36_224	43.760	56.240	58.720	41.280	17.30	224	1.000	bicubic	-50.180	-40.310	+115
401	cspresnext50	43.757	56.243	60.130	39.870	20.57	256	0.887	bilinear	-50.493	-38.920	+74
402	ecaresnet50d	43.750	56.250	60.387	39.613	25.58	224	0.875	bicubic	-50.440	-38.543	+81
403	ecaresnet101d_pruned	43.737	56.263	59.607	40.393	24.88	224	0.875	bicubic	-50.713	-39.493	+43
404	swin_s3_tiny_224	43.710	56.290	59.497	40.503	28.33	224	0.900	bicubic	-51.190	-39.703	-25
405	tf_efficientnetv2_s.in1k	43.710	56.290	58.597	41.403	21.46	384	1.000	bicubic	-52.000	-40.783	-155
406	rexnet_150	43.690	56.310	60.897	39.103	9.73	224	0.875	bicubic	-50.580	-38.183	+65
407	pit_xs_distilled_224	43.663	56.337	60.703	39.297	11.00	224	0.900	bicubic	-49.577	-38.147	+196
408	xcit_tiny_12_p8_224_dist	43.640	56.360	58.457	41.543	6.71	224	1.000	bicubic	-51.080	-40.623	-4
409	edgenext_small	43.620	56.380	59.887	40.113	5.59	320	1.000	bicubic	-51.210	-39.523	-20
410	efficientformer_l1	43.587	56.413	59.927	40.073	12.29	224	0.950	bicubic	-50.353	-38.963	+102
411	maxvit_nano_rw_256	43.537	56.463	57.600	42.400	15.45	256	0.950	bicubic	-51.953	-41.760	-132
412	cs3sedarknet_x	43.520	56.480	58.793	41.207	35.40	288	1.000	bicubic	-51.880	-40.527	-118
413	crossvit_small_240	43.470	56.530	58.933	41.067	26.86	240	0.875	bicubic	-51.110	-40.177	+18
414	coatnet_rmlp_nano_rw_224	43.450	56.550	58.607	41.393	15.15	224	0.900	bicubic	-51.640	-40.563	-68
415	gluon_resnet101_v1d	43.440	56.560	58.613	41.387	44.57	224	0.875	bicubic	-50.730	-40.397	+72
416	ecaresnet50t	43.407	56.593	59.300	40.700	25.57	320	0.950	bicubic	-51.663	-39.820	-67
417	gluon_resnet101_v1s	43.363	56.637	58.503	41.497	44.67	224	0.875	bicubic	-50.807	-40.437	+69
418	cspdarknet53	43.357	56.643	59.430	40.570	27.64	256	0.887	bilinear	-50.733	-39.580	+77
419	xcit_tiny_24_p8_224	43.313	56.687	57.280	42.720	12.11	224	1.000	bicubic	-51.577	-41.750	-39
420	xcit_tiny_12_p8_384_dist	43.310	56.690	58.180	41.820	6.71	384	1.000	bicubic	-52.030	-41.140	-115
421	dpn68b	43.287	56.713	58.673	41.327	12.61	224	0.875	bicubic	-50.333	-40.287	+136
422	convmixer_768_32	43.267	56.733	59.367	40.633	21.11	224	0.960	bicubic	-51.153	-39.743	+29
423	visformer_small	43.253	56.747	57.993	42.007	40.22	224	0.900	bicubic	-51.707	-41.217	-55
424	eca_nfnet_l0	43.233	56.767	59.913	40.087	24.14	288	1.000	bicubic	-52.217	-39.367	-139
425	regnety_064	43.227	56.773	57.237	42.763	30.58	288	1.000	bicubic	-52.563	-42.053	-188
426	vit_relpos_base_patch32_plus_rpn_256.sw_in1k	43.163	56.837	58.427	41.573	119.42	256	0.900	bicubic	-49.997	-39.883	+185
427	vit_small_patch32_384.augreg_in21k_ft_in1k	43.143	56.857	59.293	40.707	22.92	384	1.000	bicubic	-51.447	-39.807	0
428	resnest26d	43.140	56.860	60.623	39.377	17.07	224	0.875	bilinear	-50.100	-38.197	+174
429	twins_pcpvt_small	43.090	56.910	58.873	41.127	24.11	224	0.900	bicubic	-51.510	-40.277	-3
430	resmlp_36_224	43.050	56.950	59.310	40.690	44.69	224	0.875	bicubic	-50.600	-39.600	+119
431	coatnet_nano_rw_224	43.047	56.953	57.930	42.070	15.14	224	0.900	bicubic	-52.003	-41.220	-75
432	dpn131	43.047	56.953	57.440	42.560	79.25	224	0.875	bicubic	-50.713	-41.360	+104
433	cspresnet50	43.030	56.970	59.153	40.847	21.62	256	0.887	bilinear	-50.830	-39.737	+90
434	tf_efficientnet_lite4.in1k	42.967	57.033	57.620	42.380	13.01	380	0.920	bilinear	-51.903	-41.470	-48
435	twins_svt_small	42.923	57.077	58.453	41.547	24.06	224	0.900	bicubic	-51.847	-40.497	-38
436	mobilevitv2_200_384_in22ft1k	42.920	57.080	58.980	41.020	18.45	384	1.000	bicubic	-52.470	-40.440	-138
437	gluon_resnet152_v1b	42.903	57.097	57.750	42.250	60.19	224	0.875	bicubic	-51.127	-41.290	+67
438	fbnetv3_d.ra2_in1k	42.873	57.127	59.693	40.307	10.31	256	0.950	bilinear	-50.967	-39.217	+88
439	dpn107	42.857	57.143	57.367	42.633	86.92	224	0.875	bicubic	-51.103	-41.473	+71
440	levit_256	42.823	57.177	57.897	42.103	18.89	224	0.900	bicubic	-51.577	-41.173	+14
441	tf_efficientnet_b1.ap_in1k	42.803	57.197	58.813	41.187	7.79	240	0.882	bicubic	-50.827	-39.937	+113
442	gcresnet50t	42.800	57.200	59.190	40.810	25.90	256	0.900	bicubic	-51.820	-39.950	-17
443	gluon_resnet152_v1c	42.800	57.200	57.737	42.263	60.21	224	0.875	bicubic	-51.080	-41.003	+77
444	gluon_xception65	42.793	57.207	58.820	41.180	39.92	299	0.903	bicubic	-51.217	-40.210	+63
445	tresnet_l_448	42.753	57.247	58.947	41.053	55.99	448	0.875	bilinear	-52.657	-40.463	-154
446	coatnet_0_rw_224	42.747	57.253	56.250	43.750	27.44	224	0.950	bicubic	-52.163	-42.860	-69
447	cs3darknet_x	42.723	57.277	58.193	41.807	35.05	288	1.000	bicubic	-52.557	-41.087	-137
448	resnet50d	42.707	57.293	58.697	41.303	25.58	224	0.875	bicubic	-51.363	-40.233	+50
449	gluon_seresnext50_32x4d	42.683	57.317	58.710	41.290	27.56	224	0.875	bicubic	-51.487	-40.200	+39
450	convnext_nano.d1h_in1k	42.673	57.327	57.560	42.440	15.59	288	1.000	bicubic	-52.197	-41.580	-66
451	xcit_tiny_12_p16_384_dist	42.583	57.417	58.090	41.910	6.72	384	1.000	bicubic	-51.947	-41.080	-11
452	regnety_040	42.570	57.430	57.027	42.973	20.65	288	1.000	bicubic	-52.910	-42.393	-172
453	resnext101_32x8d	42.557	57.443	58.317	41.683	88.79	224	0.875	bilinear	-51.213	-40.633	+82
454	nf_resnet50	42.510	57.490	59.520	40.480	25.56	288	0.940	bicubic	-51.890	-39.540	-1
455	seresnet50	42.510	57.490	58.667	41.333	28.09	224	0.875	bicubic	-51.570	-40.303	+41
456	mobilevitv2_175_in22ft1k	42.490	57.510	58.157	41.843	14.25	256	0.888	bicubic	-52.300	-40.933	-62
457	resnetrs101	42.437	57.563	57.300	42.700	63.62	288	0.940	bicubic	-52.813	-41.910	-142
458	poolformer_s36	42.323	57.677	58.743	41.257	30.86	224	0.900	bicubic	-52.307	-40.307	-38
459	jx_nest_tiny	42.323	57.677	57.053	42.947	17.06	224	0.875	bicubic	-52.627	-42.047	-89
460	tf_efficientnetv2_b3.in1k	42.313	57.687	57.940	42.060	14.36	300	0.904	bicubic	-52.807	-41.140	-119
461	convmixer_1024_20_ks9_p14	42.280	57.720	59.713	40.287	24.38	224	0.960	bicubic	-50.060	-38.717	+214
462	dpn98	42.280	57.720	56.880	43.120	61.57	224	0.875	bicubic	-51.660	-42.040	+51
463	deit_small_patch16_224	42.263	57.737	58.020	41.980	22.05	224	0.900	bicubic	-51.737	-41.010	+46
464	xcit_tiny_24_p16_224	42.260	57.740	56.830	43.170	12.12	224	1.000	bicubic	-51.590	-41.930	+61
465	tf_efficientnet_cc_b1_8e.in1k	42.233	57.767	58.420	41.580	39.72	240	0.882	bicubic	-51.337	-40.270	+99
466	legacy_senet154	42.207	57.793	56.597	43.403	115.09	224	0.875	bilinear	-52.523	-42.583	-63
467	cait_xxs24_384	42.187	57.813	57.460	42.540	12.03	384	1.000	bicubic	-52.733	-41.680	-94
468	xception41p	42.170	57.830	56.900	43.100	26.91	299	0.940	bicubic	-52.900	-42.320	-116
469	tf_efficientnet_b2.aa_in1k	42.120	57.880	58.197	41.803	9.11	260	0.890	bicubic	-52.090	-40.853	+12
470	convnext_nano_ols.d1h_in1k	42.047	57.953	56.880	43.120	15.65	288	1.000	bicubic	-52.533	-42.300	-37
471	gluon_resnext50_32x4d	42.043	57.957	57.667	42.333	25.03	224	0.875	bicubic	-51.607	-41.283	+80
472	resnext50_32x4d	41.987	58.013	56.767	43.233	25.03	224	0.950	bicubic	-52.583	-42.033	-37
473	pvt_v2_b1	41.970	58.030	59.570	40.430	14.01	224	0.900	bicubic	-51.520	-39.200	+101
474	ecaresnet50d_pruned	41.953	58.047	58.217	41.783	19.94	224	0.875	bicubic	-51.867	-40.783	+54
475	mobilevitv2_150_in22ft1k	41.937	58.063	57.937	42.063	10.59	256	0.888	bicubic	-52.763	-40.983	-65
476	efficientnet_b2.ra_in1k	41.933	58.067	58.300	41.700	9.11	288	1.000	bicubic	-52.437	-40.750	-17
477	xcit_tiny_12_p16_224_dist	41.923	58.077	57.230	42.770	6.72	224	1.000	bicubic	-51.427	-41.440	+117
478	gcvit_xxtiny	41.823	58.177	58.457	41.543	12.00	224	0.875	bicubic	-52.227	-40.613	+21
479	mobilevitv2_150_384_in22ft1k	41.773	58.227	57.807	42.193	10.59	384	1.000	bicubic	-53.557	-41.323	-172
480	edgenext_small_rw	41.687	58.313	58.513	41.487	7.83	320	1.000	bicubic	-52.673	-40.557	-18
481	mobilevitv2_175_384_in22ft1k	41.683	58.317	57.997	42.003	14.25	384	1.000	bicubic	-53.577	-41.383	-167
482	dla102x2	41.647	58.353	57.967	42.033	41.28	224	0.875	bilinear	-52.353	-40.993	+26
483	hrnet_w64	41.637	58.363	57.130	42.870	128.06	224	0.875	bilinear	-52.193	-41.800	+44
484	gluon_senet154	41.627	58.373	56.373	43.627	115.09	224	0.875	bicubic	-53.083	-42.757	-76
485	poolformer_s24	41.600	58.400	58.437	41.563	21.39	224	0.900	bicubic	-52.730	-40.653	-19
486	inception_v4	41.577	58.423	55.383	44.617	42.68	299	0.875	bicubic	-52.803	-43.437	-29
487	haloregnetz_b	41.547	58.453	57.087	42.913	11.68	224	0.940	bicubic	-52.963	-41.883	-43
488	swinv2_cr_tiny_ns_224	41.543	58.457	57.183	42.817	28.33	224	0.900	bicubic	-53.217	-41.927	-89
489	cs3sedarknet_l	41.540	58.460	57.340	42.660	21.91	288	0.950	bicubic	-53.570	-41.870	-146
490	convnext_tiny.fb_in22k_ft_in1k	41.533	58.467	55.470	44.530	28.59	288	1.000	bicubic	-52.017	-43.210	+76
491	efficientnet_el.ra_in1k	41.497	58.503	58.303	41.697	10.59	300	0.904	bicubic	-53.173	-40.827	-75
492	efficientnet_em.ra2_in1k	41.493	58.507	58.877	41.123	6.90	240	0.882	bicubic	-52.247	-40.103	+47
493	tf_efficientnet_cc_b0_8e.in1k	41.487	58.513	57.377	42.623	24.01	224	0.875	bicubic	-51.383	-41.083	+145
494	swin_tiny_patch4_window7_224	41.457	58.543	57.303	42.697	28.29	224	0.900	bicubic	-53.163	-41.727	-72
495	halo2botnet50ts_256	41.457	58.543	56.210	43.790	22.64	256	0.950	bicubic	-53.573	-42.960	-135
496	resnetv2_50	41.390	58.610	56.763	43.237	25.55	224	0.950	bicubic	-52.900	-42.167	-27
497	swinv2_tiny_window8_256	41.387	58.613	57.117	42.883	28.35	256	0.900	bicubic	-53.643	-41.913	-139
498	cait_xxs24_224	41.383	58.617	57.527	42.473	11.96	224	1.000	bicubic	-52.107	-41.333	+77
499	tv_resnet152	41.327	58.673	57.520	42.480	60.19	224	0.875	bilinear	-51.913	-41.230	+105
500	cs3darknet_l	41.290	58.710	57.353	42.647	21.16	288	0.950	bicubic	-53.390	-41.867	-86
501	gcresnext50ts	41.270	58.730	57.140	42.860	15.67	256	0.900	bicubic	-53.140	-41.850	-49
502	xception71	41.270	58.730	55.873	44.127	42.34	299	0.903	bicubic	-52.620	-43.017	+15
503	dpn92	41.267	58.733	56.333	43.667	37.67	224	0.875	bicubic	-52.923	-42.687	-19
504	adv_inception_v3	41.263	58.737	56.317	43.683	23.83	299	0.875	bicubic	-51.747	-42.513	+119
505	gernet_s	41.247	58.753	58.830	41.170	8.17	224	0.875	bilinear	-51.193	-39.710	+165
506	resnetv2_50d_evos	41.133	58.867	56.050	43.950	25.59	288	0.950	bicubic	-53.997	-43.150	-170
507	resnetblur50	41.053	58.947	57.077	42.923	25.56	224	0.875	bicubic	-52.657	-41.713	+35
508	nf_regnet_b1	41.013	58.987	58.120	41.880	10.22	288	0.900	bicubic	-52.867	-40.970	+13
509	gluon_resnet50_v1d	40.970	59.030	57.137	42.863	25.58	224	0.875	bicubic	-52.560	-41.573	+60
510	fbnetv3_b.ra2_in1k	40.947	59.053	58.653	41.347	8.60	256	0.950	bilinear	-52.703	-40.037	+40
511	gluon_inception_v3	40.903	59.097	55.613	44.387	23.83	299	0.875	bicubic	-52.637	-43.217	+56
512	cs3darknet_focus_l	40.890	59.110	56.637	43.363	21.15	288	0.950	bicubic	-53.900	-42.513	-119
513	ese_vovnet39b	40.867	59.133	56.950	43.050	24.57	224	0.875	bicubic	-52.983	-41.950	+11
514	levit_192	40.847	59.153	56.687	43.313	10.95	224	0.900	bicubic	-52.863	-42.133	+31
515	regnety_320	40.813	59.187	56.117	43.883	145.05	224	0.875	bicubic	-53.707	-43.053	-74
516	resnet34d	40.810	59.190	56.530	43.470	21.82	224	0.875	bicubic	-51.830	-41.890	+139
517	resnetv2_50d_gn	40.777	59.223	56.210	43.790	25.57	288	0.950	bicubic	-54.323	-42.850	-172
518	maxvit_rmlp_pico_rw_256	40.773	59.227	55.210	44.790	7.52	256	0.950	bicubic	-53.447	-43.790	-39
519	xception	40.763	59.237	56.387	43.613	22.86	299	0.897	bicubic	-52.877	-42.383	+33
520	lamhalobotnet50ts_256	40.747	59.253	56.090	43.910	22.57	256	0.950	bicubic	-54.033	-42.890	-124
521	resnet50_gn	40.737	59.263	55.743	44.257	25.56	224	0.940	bicubic	-53.443	-43.177	-36
522	skresnext50_32x4d	40.700	59.300	56.023	43.977	27.48	224	0.875	bicubic	-53.250	-42.797	-11
523	vit_base_patch32_384.augreg_in1k	40.700	59.300	55.187	44.813	88.30	384	1.000	bicubic	-52.460	-43.423	+87
524	gluon_resnet101_v1b	40.683	59.317	56.117	43.883	44.55	224	0.875	bicubic	-53.077	-42.583	+13
525	hrnet_w40	40.660	59.340	56.753	43.247	57.56	224	0.875	bilinear	-53.050	-42.057	+18
526	resmlp_24_224	40.653	59.347	56.573	43.427	30.02	224	0.875	bicubic	-52.787	-42.237	+57
527	repvgg_b1	40.593	59.407	57.837	42.163	57.42	224	0.875	bilinear	-52.817	-40.953	+61
528	halonet50ts	40.580	59.420	55.177	44.823	22.73	256	0.940	bicubic	-54.120	-44.063	-117
529	tf_efficientnet_lite3.in1k	40.563	59.437	56.477	43.523	8.20	300	0.904	bilinear	-53.567	-42.493	-38
530	tresnet_m_448	40.530	59.470	56.700	43.300	31.39	448	0.875	bilinear	-54.130	-42.390	-113
531	mobilevitv2_175	40.530	59.470	56.280	43.720	14.25	256	0.888	bicubic	-53.700	-42.650	-53
532	xcit_tiny_12_p8_224	40.530	59.470	55.630	44.370	6.71	224	1.000	bicubic	-53.830	-43.470	-71
533	pit_xs_224	40.497	59.503	56.530	43.470	10.62	224	0.900	bicubic	-52.413	-42.160	+97
534	dla169	40.493	59.507	57.263	42.737	53.39	224	0.875	bilinear	-53.307	-41.647	-1
535	repvgg_b2	40.467	59.533	57.780	42.220	89.02	224	0.875	bilinear	-53.123	-41.060	+24
536	resnetaa50	40.467	59.533	56.007	43.993	25.56	288	1.000	bicubic	-54.403	-43.113	-151
537	vit_base_patch16_384.augreg_in1k	40.460	59.540	53.240	46.760	86.86	384	1.000	bicubic	-53.980	-45.780	-88
538	regnetx_320	40.443	59.557	55.660	44.340	107.81	224	0.875	bicubic	-53.767	-43.290	-58
539	coat_mini	40.420	59.580	55.167	44.833	10.34	224	0.900	bicubic	-54.350	-43.913	-141
540	skresnet34	40.397	59.603	56.737	43.263	22.28	224	0.875	bicubic	-52.173	-41.683	+120
541	efficientnet_el_pruned.in1k	40.390	59.610	56.903	43.097	10.59	300	0.904	bicubic	-53.700	-42.077	-47
542	resnet50	40.387	59.613	54.673	45.327	25.56	224	0.950	bicubic	-53.533	-43.797	-26
543	efficientnet_b2_pruned.in1k	40.383	59.617	56.537	43.463	8.31	260	0.890	bicubic	-53.417	-42.303	-11
544	wide_resnet101_2	40.360	59.640	55.780	44.220	126.89	224	0.875	bilinear	-53.370	-43.030	-6
545	coat_lite_mini	40.360	59.640	55.717	44.283	11.01	224	0.900	bicubic	-53.090	-42.933	+34
546	legacy_seresnext101_32x4d	40.360	59.640	54.817	45.183	48.96	224	0.875	bilinear	-53.770	-43.973	-55
547	sebotnet33ts_256	40.340	59.660	53.180	46.820	13.70	256	0.940	bicubic	-53.990	-45.400	-80
548	tf_efficientnet_b0.ap_in1k	40.337	59.663	56.787	43.213	5.29	224	0.875	bicubic	-52.273	-41.583	+109
549	regnetx_160	40.270	59.730	56.050	43.950	54.28	224	0.875	bicubic	-53.610	-42.750	-30
550	densenet201	40.267	59.733	56.710	43.290	20.01	224	0.875	bicubic	-52.423	-41.940	+99
551	resnext50d_32x4d	40.170	59.830	55.487	44.513	25.05	224	0.875	bicubic	-53.640	-43.253	-20
552	eca_resnet33ts	40.137	59.863	57.003	42.997	19.68	256	0.900	bicubic	-53.723	-41.867	-30
553	mobilevitv2_200	40.130	59.870	55.510	44.490	18.45	256	0.888	bicubic	-54.380	-43.450	-110
554	darknetaa53	40.117	59.883	55.783	44.217	36.02	288	1.000	bilinear	-54.093	-43.247	-72
555	vit_base_patch16_224.sam	40.097	59.903	55.430	44.570	86.57	224	0.900	bicubic	-53.793	-43.520	-37
556	hrnet_w48	40.093	59.907	56.640	43.360	77.47	224	0.875	bilinear	-53.937	-42.360	-55
557	legacy_seresnet152	40.043	59.957	55.820	44.180	66.82	224	0.875	bilinear	-53.397	-42.990	+24
558	hrnet_w30	40.030	59.970	57.093	42.907	37.71	224	0.875	bilinear	-53.340	-41.737	+34
559	regnetx_080	40.000	60.000	55.977	44.023	39.57	224	0.875	bicubic	-53.790	-42.933	-25
560	regnetz_b16	40.000	60.000	55.627	44.373	9.72	288	0.940	bicubic	-54.680	-43.533	-145
561	tf_efficientnet_b1.aa_in1k	39.977	60.023	56.137	43.863	7.79	240	0.882	bicubic	-53.733	-42.663	-17
562	gluon_resnet101_v1c	39.953	60.047	55.300	44.700	44.57	224	0.875	bicubic	-53.737	-43.460	-16
563	convnext_pico_ols.d1_in1k	39.870	60.130	55.620	44.380	9.06	288	1.000	bicubic	-54.160	-43.120	-60
564	resmlp_12_distilled_224	39.843	60.157	57.440	42.560	15.35	224	0.875	bicubic	-53.027	-41.190	+73
565	seresnet33ts	39.827	60.173	56.527	43.473	19.78	256	0.900	bicubic	-54.443	-42.423	-92
566	tf_efficientnetv2_b0.in1k	39.787	60.213	56.283	43.717	7.14	224	0.875	bicubic	-53.273	-42.417	+50
567	lambda_resnet50ts	39.733	60.267	54.337	45.663	21.54	256	0.950	bicubic	-54.817	-44.803	-128
568	darknet53	39.723	60.277	55.293	44.707	41.61	288	1.000	bicubic	-54.647	-43.757	-110
569	res2net101_26w_4s	39.717	60.283	54.550	45.450	45.21	224	0.875	bilinear	-53.803	-44.050	+1
570	regnetx_120	39.687	60.313	55.633	44.367	46.11	224	0.875	bicubic	-54.583	-43.557	-100
571	hrnet_w44	39.677	60.323	55.333	44.667	67.06	224	0.875	bilinear	-53.943	-43.367	-15
572	vit_small_patch32_224.augreg_in21k_ft_in1k	39.670	60.330	55.253	44.747	22.88	224	0.900	bicubic	-52.480	-43.257	+113
573	densenet161	39.620	60.380	56.133	43.867	28.68	224	0.875	bicubic	-53.280	-42.677	+60
574	resmlp_big_24_224	39.620	60.380	54.817	45.183	129.14	224	0.875	bicubic	-54.640	-44.003	-100
575	mixnet_xl.ra_in1k	39.617	60.383	55.887	44.113	11.90	224	0.875	bicubic	-54.613	-43.073	-97
576	vit_small_patch16_384.augreg_in1k	39.617	60.383	54.253	45.747	22.20	384	1.000	bicubic	-55.003	-44.727	-154
577	xception41	39.610	60.390	55.037	44.963	26.97	299	0.903	bicubic	-53.870	-43.713	-1
578	res2net50_26w_8s	39.603	60.397	54.550	45.450	48.40	224	0.875	bilinear	-53.847	-44.230	+1
579	tf_efficientnetv2_b1.in1k	39.570	60.430	55.343	44.657	8.14	240	0.882	bicubic	-54.140	-43.457	-38
580	dla102x	39.553	60.447	56.323	43.677	26.31	224	0.875	bilinear	-53.977	-42.527	-12
581	xcit_tiny_12_p16_224	39.553	60.447	55.027	44.973	6.72	224	1.000	bicubic	-52.907	-43.463	+86
582	gcresnet33ts	39.550	60.450	55.830	44.170	19.88	256	0.900	bicubic	-54.270	-43.100	-52
583	sehalonet33ts	39.550	60.450	54.020	45.980	13.69	256	0.940	bicubic	-54.970	-44.740	-141
584	convnext_pico.d1_in1k	39.503	60.497	55.323	44.677	9.05	288	0.950	bicubic	-54.527	-43.617	-82
585	rexnet_130	39.487	60.513	56.640	43.360	7.56	224	0.875	bicubic	-54.183	-42.070	-37
586	hrnet_w32	39.463	60.537	56.123	43.877	41.23	224	0.875	bilinear	-53.487	-42.447	+42
587	resnetv2_50x1_bitm	39.440	60.560	57.847	42.153	25.55	448	1.000	bilinear	-55.290	-41.343	-185
588	levit_128	39.433	60.567	55.350	44.650	9.21	224	0.900	bicubic	-53.617	-43.340	+29
589	densenetblur121d	39.380	60.620	56.640	43.360	8.00	224	0.875	bicubic	-53.020	-41.830	+85
590	regnety_120	39.347	60.653	55.277	44.723	51.82	224	0.875	bicubic	-54.663	-43.743	-84
591	mobilevitv2_150	39.333	60.667	55.210	44.790	10.59	256	0.888	bicubic	-54.717	-43.690	-91
592	tv_resnet101	39.307	60.693	55.803	44.197	44.55	224	0.875	bilinear	-53.573	-42.857	+44
593	tf_efficientnet_el.in1k	39.303	60.697	55.387	44.613	10.59	300	0.904	bicubic	-55.057	-43.653	-133
594	tf_inception_v3	39.237	60.763	54.303	45.697	23.83	299	0.875	bicubic	-53.963	-44.177	+11
595	gluon_resnet50_v1s	39.233	60.767	55.010	44.990	25.68	224	0.875	bicubic	-54.357	-44.060	-35
596	tf_efficientnetv2_b2.in1k	39.180	60.820	54.570	45.430	10.10	260	0.890	bicubic	-54.890	-44.350	-99
597	densenet169	39.167	60.833	55.843	44.157	14.15	224	0.875	bicubic	-53.133	-42.747	+81
598	legacy_seresnet101	39.037	60.963	55.003	44.997	49.33	224	0.875	bilinear	-54.223	-43.737	0
599	efficientnet_b1_pruned.in1k	39.010	60.990	55.647	44.353	6.33	240	0.882	bicubic	-53.970	-42.973	+28
600	repvgg_b1g4	38.990	61.010	56.350	43.650	39.97	224	0.875	bilinear	-54.040	-42.360	+19
601	crossvit_9_dagger_240	38.977	61.023	54.850	45.150	8.78	240	0.875	bicubic	-53.783	-43.810	+47
602	inception_v3	38.963	61.037	53.850	46.150	23.83	299	0.875	bicubic	-53.937	-44.870	+33
603	dpn68	38.933	61.067	54.933	45.067	12.61	224	0.875	bicubic	-53.307	-43.677	+78
604	resnet33ts	38.920	61.080	55.580	44.420	19.68	256	0.900	bicubic	-54.710	-43.220	-49
605	legacy_seresnext50_32x4d	38.877	61.123	54.593	45.407	27.56	224	0.875	bilinear	-54.553	-44.207	-20
606	dla102	38.833	61.167	55.323	44.677	33.27	224	0.875	bilinear	-54.427	-43.457	-9
607	densenet121	38.783	61.217	56.273	43.727	7.98	224	0.875	bicubic	-53.157	-42.127	+87
608	resnet32ts	38.770	61.230	55.813	44.187	17.96	256	0.900	bicubic	-54.800	-42.937	-45
609	res2net50_14w_8s	38.710	61.290	54.077	45.923	25.06	224	0.875	bilinear	-54.320	-44.623	+12
610	regnetx_040	38.703	61.297	55.340	44.660	22.12	224	0.875	bicubic	-54.977	-43.600	-63
611	res2net50_26w_6s	38.687	61.313	53.743	46.257	37.05	224	0.875	bilinear	-54.903	-45.007	-50
612	regnetx_032	38.680	61.320	55.157	44.843	15.30	224	0.875	bicubic	-54.570	-43.693	-11
613	selecsls60	38.623	61.377	55.630	44.370	30.67	224	0.875	bicubic	-54.387	-42.860	+9
614	dla60x	38.617	61.383	55.383	44.617	17.35	224	0.875	bilinear	-54.573	-43.327	-8
615	tf_efficientnet_b0.aa_in1k	38.600	61.400	55.957	44.043	5.29	224	0.875	bicubic	-53.800	-42.453	+58
616	dla60_res2net	38.590	61.410	54.560	45.440	20.85	224	0.875	bilinear	-54.790	-44.300	-25
617	selecsls60b	38.573	61.427	55.307	44.693	32.77	224	0.875	bicubic	-54.927	-43.473	-45
618	repvgg_a2	38.563	61.437	55.770	44.230	28.21	224	0.875	bilinear	-54.117	-42.750	+33
619	hardcorenas_f	38.500	61.500	55.657	44.343	8.20	224	0.875	bilinear	-54.480	-42.873	+7
620	dla60_res2next	38.450	61.550	54.950	45.050	17.03	224	0.875	bilinear	-55.120	-43.850	-58
621	resmlp_12_224	38.443	61.557	56.327	43.673	15.35	224	0.875	bicubic	-53.677	-42.243	+66
622	regnetx_064	38.430	61.570	54.990	45.010	26.21	224	0.875	bicubic	-55.200	-44.060	-69
623	tf_efficientnet_cc_b0_4e.in1k	38.413	61.587	55.150	44.850	13.31	224	0.875	bicubic	-54.427	-43.290	+18
624	gluon_resnet50_v1b	38.407	61.593	54.833	45.167	25.56	224	0.875	bicubic	-54.153	-43.717	+38
625	hrnet_w18	38.277	61.723	55.643	44.357	21.30	224	0.875	bilinear	-54.483	-42.967	+21
626	tinynet_a.in1k	38.220	61.780	55.177	44.823	6.19	192	0.875	bicubic	-54.580	-43.383	+18
627	poolformer_s12	38.173	61.827	56.187	43.813	11.92	224	0.900	bicubic	-54.297	-42.163	+39
628	mixnet_l.ft_in1k	38.160	61.840	54.757	45.243	7.33	224	0.875	bicubic	-55.100	-43.943	-29
629	hardcorenas_e	38.137	61.863	55.173	44.827	8.07	224	0.875	bilinear	-54.813	-43.667	0
630	efficientnet_b1.ft_in1k	38.087	61.913	54.010	45.990	7.79	256	1.000	bicubic	-54.943	-44.810	-10
631	coat_lite_tiny	38.070	61.930	53.453	46.547	5.72	224	0.900	bicubic	-54.780	-45.187	+8
632	gmixer_24_224	38.050	61.950	52.083	47.917	24.72	224	0.875	bicubic	-54.630	-46.497	+20
633	vit_base_patch16_224.augreg_in1k	38.037	61.963	50.687	49.313	86.57	224	0.900	bicubic	-55.313	-48.053	-38
634	resnetrs50	37.957	62.043	53.310	46.690	35.69	224	0.910	bicubic	-56.063	-45.540	-129
635	hardcorenas_c	37.883	62.117	55.717	44.283	5.52	224	0.875	bilinear	-54.447	-42.623	+41
636	mobilevitv2_125	37.877	62.123	54.060	45.940	7.48	256	0.888	bicubic	-55.583	-44.800	-59
637	gluon_resnet50_v1c	37.843	62.157	54.123	45.877	25.58	224	0.875	bicubic	-55.067	-44.587	-6
638	res2net50_26w_4s	37.827	62.173	53.073	46.927	25.70	224	0.875	bilinear	-55.353	-45.597	-31
639	efficientnet_es.ra_in1k	37.770	62.230	54.967	45.033	5.44	224	0.875	bicubic	-55.140	-43.813	-7
640	resnest14d	37.767	62.233	56.470	43.530	10.61	224	0.875	bilinear	-53.363	-41.860	+84
641	tv_resnext50_32x4d	37.750	62.250	54.113	45.887	25.03	224	0.875	bilinear	-55.150	-44.217	-7
642	convnext_femto.d1_in1k	37.740	62.260	54.123	45.877	5.22	288	0.950	bicubic	-55.700	-44.727	-60
643	resnet26t	37.707	62.293	55.257	44.743	16.01	256	0.940	bicubic	-54.973	-43.023	+7
644	ecaresnet26t	37.650	62.350	54.350	45.650	16.01	320	0.950	bicubic	-56.290	-44.570	-130
645	vit_base_patch32_224.augreg_in1k	37.557	62.443	51.813	48.187	88.22	224	0.900	bicubic	-53.033	-45.907	+92
646	hardcorenas_d	37.550	62.450	54.723	45.277	7.50	224	0.875	bilinear	-55.050	-43.707	+12
647	res2next50	37.477	62.523	52.853	47.147	24.67	224	0.875	bilinear	-55.673	-45.807	-35
648	resnet34	37.443	62.557	54.297	45.703	21.80	224	0.875	bilinear	-53.757	-43.753	+70
649	pit_ti_distilled_224	37.337	62.663	55.137	44.863	5.10	224	0.900	bicubic	-53.563	-43.083	+83
650	lambda_resnet26t	37.300	62.700	53.570	46.430	10.96	256	0.940	bicubic	-56.100	-45.170	-61
651	convnext_femto_ols.d1_in1k	37.260	62.740	53.053	46.947	5.23	288	0.950	bicubic	-56.130	-45.857	-61
652	hardcorenas_b	37.243	62.757	55.073	44.927	5.18	224	0.875	bilinear	-54.697	-43.207	+41
653	mobilenetv3_large_100.miil_in21k_ft_in1k	37.210	62.790	53.513	46.487	5.48	224	0.875	bilinear	-55.040	-44.737	+27
654	eca_halonext26ts	37.187	62.813	53.113	46.887	10.76	256	0.940	bicubic	-56.363	-45.467	-89
655	cs3darknet_focus_m	37.140	62.860	53.910	46.090	9.30	288	0.950	bicubic	-55.970	-44.830	-41
656	res2net50_48w_2s	37.117	62.883	53.333	46.667	25.29	224	0.875	bilinear	-55.673	-45.137	-11
657	lambda_resnet26rpt_256	37.093	62.907	53.860	46.140	10.99	256	0.940	bicubic	-56.337	-45.020	-73
658	vit_small_patch16_224.augreg_in1k	37.093	62.907	51.533	48.467	22.05	224	0.900	bicubic	-56.337	-47.247	-72
659	dla60	37.073	62.927	54.200	45.800	22.04	224	0.875	bilinear	-55.597	-44.450	-5
660	rexnet_100	37.063	62.937	54.020	45.980	4.80	224	0.875	bicubic	-55.787	-44.600	-21
661	bat_resnext26ts	37.063	62.937	53.743	46.257	10.73	256	0.900	bicubic	-56.037	-44.977	-45
662	regnety_016	37.017	62.983	54.093	45.907	11.20	224	0.875	bicubic	-55.983	-44.587	-38
663	tf_mixnet_l.in1k	36.987	63.013	52.583	47.417	7.33	224	0.875	bicubic	-56.053	-45.957	-45
664	botnet26t_256	36.970	63.030	53.083	46.917	12.49	256	0.950	bicubic	-56.480	-45.617	-84
665	legacy_seresnet50	36.873	63.127	53.487	46.513	28.09	224	0.875	bilinear	-55.797	-45.143	-12
666	halonet26t	36.850	63.150	52.290	47.710	12.48	256	0.950	bicubic	-56.760	-46.350	-108
667	tv_densenet121	36.810	63.190	54.033	45.967	7.98	224	0.875	bicubic	-54.590	-44.217	+45
668	tf_efficientnet_lite2.in1k	36.807	63.193	53.320	46.680	6.09	260	0.890	bicubic	-55.783	-45.230	-9
669	mobilenetv2_120d.ra_in1k	36.780	63.220	54.047	45.953	5.83	224	0.875	bicubic	-55.830	-44.463	-13
670	tf_efficientnet_lite1.in1k	36.737	63.263	53.590	46.410	5.42	240	0.882	bicubic	-55.573	-44.900	+7
671	regnetx_016	36.683	63.317	53.297	46.703	9.19	224	0.875	bicubic	-55.857	-45.253	-8
672	eca_botnext26ts_256	36.670	63.330	52.467	47.533	10.59	256	0.950	bicubic	-56.690	-46.233	-79
673	hardcorenas_a	36.640	63.360	54.910	45.090	5.26	224	0.875	bilinear	-54.980	-43.260	+30
674	levit_128s	36.620	63.380	53.117	46.883	7.78	224	0.900	bicubic	-54.880	-45.283	+33
675	efficientnet_b0.ra_in1k	36.600	63.400	53.497	46.503	5.29	224	0.875	bicubic	-55.880	-45.183	-11
676	vit_base_patch32_224.sam	36.550	63.450	53.040	46.960	88.22	224	0.900	bicubic	-53.310	-44.560	+74
677	xcit_nano_12_p8_224_dist	36.530	63.470	52.880	47.120	3.05	224	1.000	bicubic	-55.900	-45.650	-6
678	cs3darknet_m	36.467	63.533	53.217	46.783	9.31	288	0.950	bicubic	-56.813	-45.503	-82
679	mobilevitv2_100	36.387	63.613	53.070	46.930	4.90	256	0.888	bicubic	-56.753	-45.690	-66
680	tf_efficientnet_em.in1k	36.380	63.620	52.840	47.160	6.90	240	0.882	bicubic	-56.790	-45.830	-72
681	skresnet18	36.320	63.680	54.197	45.803	11.96	224	0.875	bicubic	-53.840	-43.583	+65
682	repvgg_b0	36.287	63.713	54.057	45.943	15.82	224	0.875	bilinear	-55.393	-44.393	+18
683	tv_resnet50	36.177	63.823	52.803	47.197	25.56	224	0.875	bilinear	-55.963	-45.617	+3
684	xcit_nano_12_p16_384_dist	36.153	63.847	53.250	46.750	3.05	384	1.000	bicubic	-55.957	-45.270	+4
685	legacy_seresnet34	36.143	63.857	52.553	47.447	21.96	224	0.875	bilinear	-55.337	-45.767	+24
686	coat_tiny	36.123	63.877	51.063	48.937	5.50	224	0.900	bicubic	-57.387	-47.627	-115
687	tv_resnet34	36.087	63.913	53.533	46.467	21.80	224	0.875	bilinear	-54.203	-44.447	+57
688	deit_tiny_distilled_patch16_224	36.023	63.977	54.240	45.760	5.91	224	0.900	bicubic	-55.077	-44.030	+39
689	mobilenetv2_140.ra_in1k	36.000	64.000	53.943	46.057	6.11	224	0.875	bicubic	-56.030	-44.307	+1
690	tf_efficientnet_lite0.in1k	35.930	64.070	53.480	46.520	4.65	224	0.875	bicubic	-55.370	-44.610	+24
691	seresnext26ts	35.833	64.167	53.913	46.087	10.39	256	0.900	bicubic	-56.997	-44.687	-49
692	selecsls42b	35.813	64.187	52.487	47.513	32.46	224	0.875	bicubic	-56.667	-45.953	-27
693	convnext_atto.d2_in1k	35.787	64.213	52.320	47.680	3.70	288	0.950	bicubic	-56.973	-46.190	-46
694	xcit_nano_12_p8_384_dist	35.770	64.230	52.290	47.710	3.05	384	1.000	bicubic	-57.480	-46.440	-94
695	gluon_resnet34_v1b	35.760	64.240	52.187	47.813	21.80	224	0.875	bicubic	-55.340	-45.993	+33
696	dla34	35.643	64.357	52.783	47.217	15.74	224	0.875	bilinear	-55.597	-45.397	+21
697	mixnet_m.ft_in1k	35.640	64.360	52.430	47.570	5.01	224	0.875	bicubic	-56.630	-45.920	-18
698	efficientnet_lite0.ra_in1k	35.620	64.380	53.657	46.343	4.65	224	0.875	bicubic	-55.640	-44.593	+18
699	ssl_resnet18	35.597	64.403	53.740	46.260	11.69	224	0.875	bilinear	-55.103	-44.280	+36
700	mobilenetv3_rw.rmsp_in1k	35.547	64.453	53.713	46.287	5.48	224	0.875	bicubic	-56.003	-44.557	+6
701	efficientnet_es_pruned.in1k	35.390	64.610	52.850	47.150	5.44	224	0.875	bicubic	-56.310	-45.570	-2
702	convnext_atto_ols.a2_in1k	35.387	64.613	51.390	48.610	3.70	288	0.950	bicubic	-57.593	-47.290	-77
703	mobilenetv2_110d.ra_in1k	35.293	64.707	52.830	47.170	4.52	224	0.875	bicubic	-56.057	-45.360	+10
704	tf_mixnet_m.in1k	35.180	64.820	50.987	49.013	5.01	224	0.875	bicubic	-57.020	-47.433	-20
705	hrnet_w18_small_v2	35.173	64.827	52.440	47.560	15.60	224	0.875	bilinear	-55.997	-45.900	+17
706	resnet18d	35.127	64.873	52.890	47.110	11.71	224	0.875	bicubic	-54.863	-44.940	+42
707	xcit_nano_12_p16_224_dist	35.123	64.877	52.557	47.443	3.05	224	1.000	bicubic	-55.027	-45.203	+40
708	eca_resnext26ts	35.050	64.950	52.303	47.697	10.30	256	0.900	bicubic	-57.370	-46.317	-36
709	convit_tiny	35.047	64.953	51.787	48.213	5.71	224	0.875	bicubic	-55.483	-46.423	+31
710	resnext26ts	35.040	64.960	53.423	46.577	10.30	256	0.900	bicubic	-57.170	-44.827	-27
711	gcresnext26ts	34.933	65.067	51.677	48.323	10.48	256	0.900	bicubic	-57.527	-46.953	-43
712	tinynet_b.in1k	34.873	65.127	52.017	47.983	3.73	188	0.875	bicubic	-56.247	-46.223	+14
713	ese_vovnet19b_dw	34.840	65.160	52.030	47.970	6.54	224	0.875	bicubic	-57.170	-46.480	-22
714	regnety_008	34.807	65.193	51.743	48.257	6.26	224	0.875	bicubic	-57.093	-46.677	-18
715	pit_ti_224	34.670	65.330	52.170	47.830	4.85	224	0.900	bicubic	-55.750	-45.840	+27
716	mobilenetv3_large_100.ra_in1k	34.603	65.397	52.860	47.140	5.48	224	0.875	bicubic	-56.877	-45.340	-8
717	crossvit_9_240	34.590	65.410	51.783	48.217	8.55	240	0.875	bicubic	-56.460	-46.527	+13
718	seresnext26d_32x4d	34.543	65.457	51.543	48.457	16.81	224	0.875	bicubic	-57.897	-46.957	-49
719	seresnext26t_32x4d	34.540	65.460	51.377	48.623	16.81	224	0.875	bicubic	-58.280	-47.183	-76
720	mixer_b16_224	34.427	65.573	48.087	51.913	59.88	224	0.875	bicubic	-56.713	-49.313	+3
721	pvt_v2_b0	34.393	65.607	53.093	46.907	3.67	224	0.900	bicubic	-54.587	-44.597	+42
722	resnet26d	34.273	65.727	51.687	48.313	16.01	224	0.875	bicubic	-57.957	-46.763	-40
723	tf_efficientnet_es.in1k	34.263	65.737	51.350	48.650	5.44	224	0.875	bicubic	-57.837	-47.090	-34
724	fbnetc_100.rmsp_in1k	34.253	65.747	51.180	48.820	5.57	224	0.875	bilinear	-57.017	-46.650	-9
725	regnety_006	34.150	65.850	51.277	48.723	6.06	224	0.875	bicubic	-57.420	-46.903	-21
726	tf_mobilenetv3_large_100.in1k	33.947	66.053	51.490	48.510	5.48	224	0.875	bilinear	-57.473	-46.770	-15
727	semnasnet_075.rmsp_in1k	33.790	66.210	52.427	47.573	2.91	224	0.875	bicubic	-56.410	-45.543	+18
728	regnetx_008	33.770	66.230	50.547	49.453	7.26	224	0.875	bicubic	-57.410	-47.833	-7
729	mnasnet_100.rmsp_in1k	33.763	66.237	51.170	48.830	4.38	224	0.875	bicubic	-57.437	-47.070	-10
730	lcnet_100.ra2_in1k	33.750	66.250	52.103	47.897	2.95	224	0.875	bicubic	-55.210	-45.287	+35
731	vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k	33.650	66.350	50.683	49.317	6.36	384	1.000	bicubic	-58.080	-47.747	-33
732	mobilevit_s	33.637	66.363	49.277	50.723	5.58	256	0.900	bicubic	-59.523	-49.493	-123
733	xcit_nano_12_p8_224	33.583	66.417	50.220	49.780	3.05	224	1.000	bicubic	-57.537	-47.850	-8
734	vit_tiny_patch16_384.augreg_in21k_ft_in1k	33.550	66.450	51.077	48.923	5.79	384	1.000	bicubic	-59.870	-47.753	-147
735	semnasnet_100.rmsp_in1k	33.520	66.480	50.787	49.213	3.89	224	0.875	bicubic	-58.140	-47.483	-33
736	resnet26	33.500	66.500	50.927	49.073	16.00	224	0.875	bicubic	-57.940	-47.353	-26
737	mixnet_s.ft_in1k	33.480	66.520	50.997	49.003	4.13	224	0.875	bicubic	-58.300	-47.303	-40
738	spnasnet_100.rmsp_in1k	33.477	66.523	51.267	48.733	4.42	224	0.875	bilinear	-57.133	-46.683	-2
739	mobilevitv2_075	33.360	66.640	50.100	49.900	2.87	256	0.888	bicubic	-58.620	-48.200	-47
740	crossvit_tiny_240	33.357	66.643	49.900	50.100	7.01	240	0.875	bicubic	-57.183	-48.090	-1
741	vgg19_bn	33.230	66.770	50.803	49.197	143.68	224	0.875	bilinear	-57.760	-47.307	-10
742	ghostnet_100	33.207	66.793	51.163	48.837	5.18	224	0.875	bilinear	-57.233	-46.667	-1
743	regnetx_006	33.157	66.843	50.250	49.750	6.20	224	0.875	bicubic	-57.603	-47.850	-9
744	edgenext_x_small	33.113	66.887	48.977	51.023	2.34	288	1.000	bicubic	-58.457	-49.453	-39
745	resnet18	33.067	66.933	51.170	48.830	11.69	224	0.875	bilinear	-55.083	-45.950	+25
746	xcit_nano_12_p16_224	32.963	67.037	49.987	50.013	3.05	224	1.000	bicubic	-55.997	-47.373	+18
747	legacy_seresnext26_32x4d	32.757	67.243	49.237	50.763	16.79	224	0.875	bicubic	-59.813	-49.283	-86
748	hrnet_w18_small	32.667	67.333	50.587	49.413	13.19	224	0.875	bilinear	-57.213	-47.313	0
749	deit_tiny_patch16_224	32.667	67.333	50.273	49.727	5.72	224	0.900	bicubic	-56.953	-47.687	+6
750	legacy_seresnet18	32.600	67.400	50.340	49.660	11.78	224	0.875	bicubic	-56.670	-47.340	+8
751	mobilenetv2_100.ra_in1k	32.523	67.477	50.800	49.200	3.50	224	0.875	bicubic	-57.307	-47.030	0
752	regnetx_004	32.517	67.483	49.343	50.657	5.16	224	0.875	bicubic	-56.943	-48.427	+3
753	gluon_resnet18_v1b	32.407	67.593	49.727	50.273	11.69	224	0.875	bicubic	-56.253	-47.373	+13
754	regnety_004	32.333	67.667	49.453	50.547	4.34	224	0.875	bicubic	-58.447	-48.627	-21
755	tf_mixnet_s.in1k	32.183	67.817	48.493	51.507	4.13	224	0.875	bicubic	-59.497	-49.747	-54
756	vit_tiny_patch16_224.augreg_in21k_ft_in1k	32.023	67.977	49.017	50.983	5.72	224	0.900	bicubic	-59.907	-49.323	-61
757	tf_mobilenetv3_large_075.in1k	31.867	68.133	49.110	50.890	3.99	224	0.875	bilinear	-58.453	-48.760	-14
758	tf_mobilenetv3_large_minimal_100.in1k	31.597	68.403	49.337	50.663	3.92	224	0.875	bilinear	-57.583	-47.983	+2
759	vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k	30.807	69.193	47.657	52.343	6.34	224	0.900	bicubic	-58.533	-50.043	-2
760	tinynet_c.in1k	30.507	69.493	48.487	51.513	2.46	184	0.875	bicubic	-57.913	-48.783	+7
761	lcnet_075.ra2_in1k	30.367	69.633	48.760	51.240	2.36	224	0.875	bicubic	-56.573	-47.770	+16
762	vgg16_bn	30.357	69.643	47.260	52.740	138.37	224	0.875	bilinear	-60.183	-50.680	-24
763	edgenext_xx_small	29.730	70.270	46.493	53.507	1.33	288	1.000	bicubic	-60.050	-51.027	-11
764	regnety_002	29.687	70.313	46.787	53.213	3.16	224	0.875	bicubic	-58.513	-50.643	+5
765	resnet10t	29.613	70.387	47.843	52.157	5.44	224	0.950	bilinear	-57.077	-48.827	+13
766	mobilevit_xs	29.590	70.410	46.003	53.997	2.32	256	0.900	bicubic	-61.600	-52.217	-46
767	mobilenetv3_small_100.lamb_in1k	29.047	70.953	47.183	52.817	2.54	224	0.875	bicubic	-57.123	-49.287	+12
768	mnasnet_small.lamb_in1k	28.950	71.050	47.270	52.730	2.03	224	0.875	bicubic	-56.560	-48.710	+13
769	vgg13_bn	28.883	71.117	46.737	53.263	133.05	224	0.875	bilinear	-60.317	-50.793	-10
770	regnetx_002	28.860	71.140	45.420	54.580	2.68	224	0.875	bicubic	-58.520	-51.570	+3
771	mobilenetv2_050.lamb_in1k	28.677	71.323	46.600	53.400	1.97	224	0.875	bicubic	-56.313	-49.020	+13
772	vgg19	28.580	71.420	45.170	54.830	143.67	224	0.875	bilinear	-61.100	-52.380	-19
773	mobilevitv2_050	28.563	71.437	45.197	54.803	1.37	256	0.888	bicubic	-60.467	-52.393	-11
774	dla60x_c	28.447	71.553	46.193	53.807	1.32	224	0.875	bilinear	-58.663	-50.947	+1
775	vgg11_bn	28.423	71.577	46.453	53.547	132.87	224	0.875	bilinear	-59.967	-50.817	-7
776	resnet14t	28.087	71.913	45.303	54.697	10.08	224	0.950	bilinear	-61.023	-52.067	-15
777	tinynet_d.in1k	27.960	72.040	45.853	54.147	2.34	152	0.875	bicubic	-57.470	-50.157	+6
778	vgg16	27.877	72.123	44.673	55.327	138.36	224	0.875	bilinear	-61.483	-52.847	-22
779	tf_mobilenetv3_small_100.in1k	27.297	72.703	44.420	55.580	2.54	224	0.875	bilinear	-58.663	-51.980	+1
780	mixer_l16_224	26.853	73.147	37.923	62.077	208.20	224	0.875	bicubic	-60.117	-56.137	-4
781	vgg11	26.533	73.467	43.460	56.540	132.86	224	0.875	bilinear	-60.807	-53.650	-7
782	mobilenetv3_small_075.lamb_in1k	26.530	73.470	43.887	56.113	2.04	224	0.875	bicubic	-57.590	-51.613	+5
783	mobilevit_xxs	26.340	73.660	43.033	56.967	1.27	256	0.900	bicubic	-61.610	-54.147	-12
784	vgg13	26.267	73.733	43.370	56.630	133.05	224	0.875	bilinear	-61.303	-53.750	-12
785	lcnet_050.ra2_in1k	26.217	73.783	44.577	55.423	1.88	224	0.875	bicubic	-56.783	-50.433	+2
786	dla46x_c	26.217	73.783	43.780	56.220	1.07	224	0.875	bilinear	-59.263	-52.660	-3
787	tf_mobilenetv3_small_075.in1k	26.200	73.800	43.637	56.363	2.04	224	0.875	bilinear	-58.330	-52.253	-1
788	dla46_c	25.490	74.510	43.800	56.200	1.30	224	0.875	bilinear	-59.170	-52.400	-3
789	tf_mobilenetv3_small_minimal_100.in1k	25.087	74.913	42.930	57.070	2.04	224	0.875	bilinear	-57.583	-52.070	0
790	tinynet_e.in1k	23.363	76.637	41.080	58.920	2.04	106	0.875	bicubic	-56.447	-52.900	0
791	mobilenetv3_small_050.lamb_in1k	21.740	78.260	38.760	61.240	1.59	224	0.875	bicubic	-56.360	-54.250	0