pytorch-image-models/results/results-imagenet-a.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_560.m30m_ft_in22k_in1k	87.533	12.467	96.893	3.107	1,014.45	560	1.000	bicubic	-11.287	-2.927	0
3	eva_giant_patch14_336.clip_ft_in1k	85.280	14.720	95.733	4.267	1,013.01	336	1.000	bicubic	-13.540	-4.167	0
4	eva_giant_patch14_336.m30m_ft_in22k_in1k	85.160	14.840	96.360	3.640	1,013.01	336	1.000	bicubic	-13.650	-3.540	0
5	tf_efficientnet_l2.ns_jft_in1k	84.760	15.240	96.147	3.853	480.31	800	0.960	bicubic	-13.790	-3.673	+6
6	eva_large_patch14_336.in22k_ft_in22k_in1k	83.853	16.147	95.347	4.653	304.53	336	1.000	bicubic	-14.887	-4.463	-1
7	maxvit_xlarge_tf_512.in21k_ft_in1k	83.400	16.600	95.533	4.467	475.77	512	1.000	bicubic	-15.220	-4.257	+1
8	tf_efficientnet_l2.ns_jft_in1k_475	83.373	16.627	95.453	4.547	480.31	475	0.936	bicubic	-15.127	-4.327	+7
9	eva_large_patch14_336.in22k_ft_in1k	82.747	17.253	95.520	4.480	304.53	336	1.000	bicubic	-15.963	-4.350	-3
10	maxvit_large_tf_512.in21k_ft_in1k	81.747	18.253	95.040	4.960	212.33	512	1.000	bicubic	-16.873	-4.760	-1
11	beit_large_patch16_512.in22k_ft_in22k_in1k	81.613	18.387	94.880	5.120	305.67	512	1.000	bicubic	-16.947	-4.960	-1
12	maxvit_base_tf_512.in21k_ft_in1k	81.333	18.667	94.467	5.533	119.88	512	1.000	bicubic	-17.297	-5.333	-5
13	maxvit_xlarge_tf_384.in21k_ft_in1k	81.067	18.933	94.640	5.360	475.32	384	1.000	bicubic	-17.433	-5.190	+3
14	eva_giant_patch14_224.clip_ft_in1k	80.813	19.187	94.320	5.680	1,012.56	224	1.000	bicubic	-17.667	-5.500	+4
15	deit3_large_patch16_384_in21ft1k	79.213	20.787	93.627	6.373	304.76	384	1.000	bicubic	-19.247	-6.133	+4
16	beit_large_patch16_384.in22k_ft_in22k_in1k	79.120	20.880	94.280	5.720	305.00	384	1.000	bicubic	-19.400	-5.540	-3
17	maxvit_large_tf_384.in21k_ft_in1k	78.027	21.973	93.280	6.720	212.03	384	1.000	bicubic	-20.463	-6.470	0
18	vit_large_patch14_clip_336.openai_ft_in12k_in1k	77.293	22.707	93.613	6.387	304.53	336	1.000	bicubic	-20.967	-6.157	+8
19	maxvit_base_tf_384.in21k_ft_in1k	76.813	23.187	92.587	7.413	119.65	384	1.000	bicubic	-21.707	-7.163	-5
20	beitv2_large_patch16_224.in1k_ft_in22k_in1k	76.733	23.267	93.160	6.840	304.43	224	0.950	bicubic	-21.807	-6.600	-8
21	eva_large_patch14_196.in22k_ft_in22k_in1k	75.547	24.453	91.747	8.253	304.14	196	1.000	bicubic	-22.883	-8.063	0
22	vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k	74.227	25.773	92.267	7.733	632.46	336	1.000	bicubic	-24.203	-7.503	-2
23	swinv2_large_window12to24_192to384_22kft1k	73.867	26.133	91.747	8.253	196.74	384	1.000	bicubic	-24.283	-7.943	+13
24	eva_large_patch14_196.in22k_ft_in1k	73.187	26.813	91.440	8.560	304.14	196	1.000	bicubic	-25.163	-8.380	-1
25	vit_large_patch14_clip_224.openai_ft_in12k_in1k	72.333	27.667	90.827	9.173	304.20	224	1.000	bicubic	-25.887	-8.893	+4
26	vit_large_patch14_clip_336.laion2b_ft_in12k_in1k	71.853	28.147	90.213	9.787	304.53	336	1.000	bicubic	-26.477	-9.547	-2
27	vit_large_patch14_clip_224.openai_ft_in1k	71.760	28.240	91.480	8.520	304.20	224	1.000	bicubic	-26.400	-8.180	+8
28	deit3_base_patch16_384_in21ft1k	71.293	28.707	89.960	10.040	86.88	384	1.000	bicubic	-26.547	-9.720	+24
29	swinv2_base_window12to24_192to384_22kft1k	71.267	28.733	91.293	8.707	87.92	384	1.000	bicubic	-26.873	-8.487	+8
30	vit_large_patch16_384.augreg_in21k_ft_in1k	71.227	28.773	89.840	10.160	304.72	384	1.000	bicubic	-26.993	-9.890	-2
31	vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k	70.733	29.267	90.387	9.613	632.05	224	1.000	bicubic	-27.537	-9.373	-6
32	deit3_huge_patch14_224_in21ft1k	70.240	29.760	90.720	9.280	632.13	224	1.000	bicubic	-27.930	-9.040	+2
33	volo_d5_512	69.653	30.347	90.427	9.573	296.09	512	1.150	bicubic	-28.117	-9.243	+25
34	swin_large_patch4_window12_384	69.627	30.373	89.560	10.440	196.74	384	1.000	bicubic	-28.413	-10.130	+8
35	convnext_xlarge.fb_in22k_ft_in1k_384	69.320	30.680	89.293	10.707	350.20	384	1.000	bicubic	-29.100	-10.517	-13
36	deit3_large_patch16_224_in21ft1k	68.693	31.307	90.000	10.000	304.37	224	1.000	bicubic	-29.477	-9.730	-3
37	beit_large_patch16_224.in22k_ft_in22k_in1k	68.507	31.493	89.560	10.440	304.43	224	0.900	bicubic	-29.673	-10.200	-5
38	volo_d5_448	68.107	31.893	89.707	10.293	295.91	448	1.150	bicubic	-29.653	-9.913	+21
39	maxvit_base_tf_512.in1k	67.920	32.080	88.507	11.493	119.88	512	1.000	bicubic	-29.820	-11.103	+22
40	maxvit_large_tf_512.in1k	67.867	32.133	87.640	12.360	212.33	512	1.000	bicubic	-29.963	-11.920	+14
41	tf_efficientnetv2_xl.in21k_ft_in1k	67.787	32.213	87.373	12.627	208.12	512	1.000	bicubic	-30.123	-12.197	+5
42	swinv2_large_window12to16_192to256_22kft1k	67.293	32.707	88.027	11.973	196.74	256	0.900	bicubic	-30.567	-11.643	+9
43	vit_large_patch14_clip_336.laion2b_ft_in1k	67.040	32.960	89.453	10.547	304.53	336	1.000	bicubic	-31.180	-10.347	-14
44	tf_efficientnet_b7.ns_jft_in1k	67.040	32.960	88.667	11.333	66.35	600	0.949	bicubic	-30.870	-11.053	+2
45	vit_large_patch14_clip_224.laion2b_ft_in12k_in1k	67.027	32.973	87.987	12.013	304.20	224	1.000	bicubic	-31.053	-11.773	-5
46	convnext_xlarge.fb_in22k_ft_in1k	66.947	33.053	88.947	11.053	350.20	288	1.000	bicubic	-31.173	-10.803	-8
47	volo_d4_448	66.640	33.360	88.987	11.013	193.41	448	1.150	bicubic	-31.030	-10.623	+18
48	beit_base_patch16_384.in22k_ft_in22k_in1k	65.880	34.120	88.507	11.493	86.74	384	1.000	bicubic	-31.940	-11.193	+7
49	vit_huge_patch14_clip_224.laion2b_ft_in1k	65.560	34.440	87.707	12.293	632.05	224	1.000	bicubic	-32.460	-12.013	-6
50	convnext_large.fb_in22k_ft_in1k_384	65.547	34.453	87.467	12.533	197.77	384	1.000	bicubic	-32.683	-12.283	-23
51	volo_d3_448	65.440	34.560	87.573	12.427	86.63	448	1.000	bicubic	-32.110	-11.977	+28
52	convnext_large.fb_in22k_ft_in1k	65.027	34.973	87.933	12.067	197.77	288	1.000	bicubic	-33.093	-11.847	-13
53	tf_efficientnetv2_l.in21k_ft_in1k	64.973	35.027	87.813	12.187	118.52	480	1.000	bicubic	-32.827	-11.957	+4
54	swin_base_patch4_window12_384	64.480	35.520	87.493	12.507	87.90	384	1.000	bicubic	-33.410	-12.217	-6
55	vit_base_patch16_384.augreg_in21k_ft_in1k	63.693	36.307	86.707	13.293	86.86	384	1.000	bicubic	-34.147	-12.963	-2
56	maxvit_large_tf_384.in1k	63.467	36.533	85.107	14.893	212.03	384	1.000	bicubic	-34.103	-14.453	+21
57	swinv2_base_window12to16_192to256_22kft1k	63.227	36.773	87.493	12.507	87.92	256	0.900	bicubic	-34.423	-12.087	+9
58	maxvit_small_tf_512.in1k	62.867	37.133	86.293	13.707	69.13	512	1.000	bicubic	-34.883	-13.257	+2
59	maxvit_base_tf_384.in1k	62.600	37.400	85.200	14.800	119.65	384	1.000	bicubic	-34.970	-14.390	+16
60	cait_m48_448	62.373	37.627	86.453	13.547	356.46	448	1.000	bicubic	-35.107	-13.147	+27
61	convnext_base.fb_in22k_ft_in1k_384	62.347	37.653	86.213	13.787	88.59	384	1.000	bicubic	-35.723	-13.437	-20
62	tf_efficientnet_b6.ns_jft_in1k	62.267	37.733	85.173	14.827	43.04	528	0.942	bicubic	-35.363	-14.407	+7
63	vit_base_patch8_224.augreg2_in21k_ft_in1k	62.093	37.907	85.867	14.133	86.58	224	0.900	bicubic	-35.617	-13.783	0
64	beitv2_base_patch16_224.in1k_ft_in22k_in1k	61.693	38.307	85.507	14.493	86.53	224	0.900	bicubic	-35.997	-14.173	0
65	vit_large_r50_s32_384.augreg_in21k_ft_in1k	61.507	38.493	83.960	16.040	329.09	384	1.000	bicubic	-36.353	-15.690	-15
66	ig_resnext101_32x48d	61.013	38.987	83.347	16.653	828.41	224	0.875	bilinear	-36.607	-16.353	+4
67	convnext_base.fb_in22k_ft_in1k	60.960	39.040	86.133	13.867	88.59	288	1.000	bicubic	-36.900	-13.547	-18
68	swin_large_patch4_window7_224	60.893	39.107	85.840	14.160	196.53	224	0.900	bicubic	-36.757	-13.880	-1
69	resnetv2_152x4_bitm	60.787	39.213	83.573	16.427	936.53	480	1.000	bilinear	-36.703	-16.037	+16
70	deit3_large_patch16_384	60.507	39.493	85.693	14.307	304.76	384	1.000	bicubic	-36.913	-13.927	+21
71	tf_efficientnet_b5.ns_jft_in1k	60.320	39.680	84.493	15.507	30.39	456	0.934	bicubic	-37.180	-15.137	+13
72	vit_base_patch16_clip_384.openai_ft_in12k_in1k	60.253	39.747	84.613	15.387	86.86	384	0.950	bicubic	-37.947	-15.047	-41
73	vit_large_patch14_clip_224.laion2b_ft_in1k	59.893	40.107	85.733	14.267	304.20	224	1.000	bicubic	-38.007	-13.917	-26
74	xcit_large_24_p8_384_dist	59.893	40.107	85.493	14.507	188.93	384	1.000	bicubic	-37.627	-14.007	+7
75	tf_efficientnetv2_m.in21k_ft_in1k	59.387	40.613	84.573	15.427	54.14	480	1.000	bicubic	-38.433	-15.027	-19
76	vit_base_patch16_clip_384.laion2b_ft_in12k_in1k	59.160	40.840	83.267	16.733	86.86	384	1.000	bicubic	-38.850	-16.393	-33
77	dm_nfnet_f6	59.160	40.840	82.333	17.667	438.36	576	0.956	bicubic	-38.440	-17.217	-4
78	vit_base_patch8_224.augreg_in21k_ft_in1k	58.933	41.067	82.733	17.267	86.58	224	0.900	bicubic	-38.647	-16.777	-5
79	maxvit_tiny_tf_512.in1k	58.840	41.160	84.547	15.453	31.05	512	1.000	bicubic	-38.730	-14.983	-3
80	volo_d2_384	58.613	41.387	84.267	15.733	58.87	384	1.000	bicubic	-38.707	-15.213	+22
81	dm_nfnet_f5	58.573	41.427	82.773	17.227	377.21	544	0.954	bicubic	-38.967	-16.797	-1
82	dm_nfnet_f4	58.120	41.880	81.987	18.013	316.07	512	0.951	bicubic	-39.460	-17.683	-8
83	ig_resnext101_32x32d	58.093	41.907	80.653	19.347	468.53	224	0.875	bilinear	-39.267	-18.877	+14
84	cait_m36_384	57.840	42.160	84.813	15.187	271.22	384	1.000	bicubic	-39.560	-14.697	+11
85	deit3_base_patch16_224_in21ft1k	57.253	42.747	83.520	16.480	86.59	224	1.000	bicubic	-40.227	-16.030	+1
86	volo_d5_224	57.147	42.853	82.720	17.280	295.46	224	0.960	bicubic	-40.233	-16.850	+10
87	deit3_small_patch16_384_in21ft1k	57.080	42.920	83.053	16.947	22.21	384	1.000	bicubic	-40.050	-16.447	+33
88	xcit_medium_24_p8_384_dist	56.680	43.320	83.413	16.587	84.32	384	1.000	bicubic	-40.610	-16.097	+18
89	maxvit_small_tf_384.in1k	56.587	43.413	82.307	17.693	69.02	384	1.000	bicubic	-40.833	-17.203	+3
90	dm_nfnet_f3	55.827	44.173	80.947	19.053	254.92	416	0.940	bicubic	-41.523	-18.613	+10
91	vit_large_patch16_224.augreg_in21k_ft_in1k	55.627	44.373	80.093	19.907	304.33	224	0.900	bicubic	-42.013	-19.497	-23
92	vit_base_patch16_clip_384.openai_ft_in1k	54.960	45.040	82.600	17.400	86.86	384	1.000	bicubic	-42.590	-17.060	-14
93	vit_base_r50_s16_384.orig_in21k_ft_in1k	54.627	45.373	81.213	18.787	98.95	384	1.000	bicubic	-42.553	-18.347	+25
94	cait_s36_384	54.413	45.587	81.360	18.640	68.37	384	1.000	bicubic	-42.917	-18.170	+7
95	deit3_huge_patch14_224	54.320	45.680	82.093	17.907	632.13	224	0.900	bicubic	-42.560	-17.437	+61
96	volo_d1_384	54.307	45.693	80.973	19.027	26.78	384	1.000	bicubic	-42.613	-18.437	+55
97	xcit_small_24_p8_384_dist	54.280	45.720	81.533	18.467	47.63	384	1.000	bicubic	-42.960	-18.067	+14
98	vit_base_patch16_clip_384.laion2b_ft_in1k	54.227	45.773	80.893	19.107	86.86	384	1.000	bicubic	-43.503	-18.737	-36
99	vit_medium_patch16_gap_384.in12k_ft_in1k	54.147	45.853	81.680	18.320	39.03	384	0.950	bicubic	-43.293	-17.960	-9
100	resnetv2_101x3_bitm	54.027	45.973	81.027	18.973	387.93	448	1.000	bilinear	-42.963	-18.463	+39
101	resnetv2_152x2_bitm	54.013	45.987	82.000	18.000	236.34	448	1.000	bilinear	-42.997	-17.590	+36
102	deit3_base_patch16_384	53.440	46.560	80.560	19.440	86.88	384	1.000	bicubic	-43.580	-18.880	+34
103	ig_resnext101_32x16d	53.067	46.933	76.907	23.093	194.03	224	0.875	bilinear	-43.753	-22.503	+56
104	volo_d4_224	52.920	47.080	80.467	19.533	192.96	224	0.960	bicubic	-44.380	-19.033	0
105	xcit_large_24_p16_384_dist	52.827	47.173	81.827	18.173	189.10	384	1.000	bicubic	-44.693	-17.653	-22
106	convnext_small.fb_in22k_ft_in1k_384	52.467	47.533	80.827	19.173	50.22	384	1.000	bicubic	-45.133	-18.773	-35
107	vit_base_patch32_clip_448.laion2b_ft_in12k_in1k	52.307	47.693	79.773	20.227	88.34	448	1.000	bicubic	-45.013	-19.827	-4
108	maxvit_tiny_tf_384.in1k	52.133	47.867	79.800	20.200	30.98	384	1.000	bicubic	-45.167	-19.720	-3
109	swin_base_patch4_window7_224	51.453	48.547	79.973	20.027	87.77	224	0.900	bicubic	-45.797	-19.517	0
110	efficientnet_b5.in12k_ft_in1k	51.253	48.747	78.853	21.147	30.39	448	1.000	bicubic	-46.157	-20.747	-16
111	tf_efficientnet_b4.ns_jft_in1k	51.213	48.787	79.187	20.813	19.34	380	0.922	bicubic	-45.737	-20.073	+34
112	flexivit_large.1200ep_in1k	51.200	48.800	80.693	19.307	304.36	240	0.950	bicubic	-46.210	-18.847	-19
113	resnetv2_152x2_bit_teacher_384	51.187	48.813	78.493	21.507	236.34	384	1.000	bicubic	-45.643	-20.957	+45
114	swsl_resnext101_32x8d	51.187	48.813	78.240	21.760	88.79	224	0.875	bilinear	-46.013	-21.260	0
115	convnext_small.fb_in22k_ft_in1k	51.120	48.880	80.867	19.133	50.22	288	1.000	bicubic	-46.240	-18.813	-17
116	mvitv2_large	50.907	49.093	78.467	21.533	217.99	224	0.900	bicubic	-46.043	-20.933	+30
117	beit_base_patch16_224.in22k_ft_in22k_in1k	50.707	49.293	79.693	20.307	86.53	224	0.900	bicubic	-46.383	-19.917	+9
118	tf_efficientnetv2_l.in1k	50.680	49.320	77.613	22.387	118.52	480	1.000	bicubic	-46.790	-21.917	-30
119	vit_base_patch16_384.orig_in21k_ft_in1k	50.613	49.387	78.200	21.800	86.86	384	1.000	bicubic	-46.087	-21.090	+57
120	xcit_small_12_p8_384_dist	50.573	49.427	79.573	20.427	26.21	384	1.000	bicubic	-46.657	-19.907	-8
121	flexivit_large.600ep_in1k	50.240	49.760	80.027	19.973	304.36	240	0.950	bicubic	-47.040	-19.563	-14
122	volo_d3_224	50.240	49.760	78.173	21.827	86.33	224	0.960	bicubic	-46.850	-21.297	+6
123	vit_base_patch16_clip_224.laion2b_ft_in12k_in1k	50.093	49.907	78.080	21.920	86.57	224	0.950	bicubic	-47.357	-21.460	-34
124	vit_base_patch16_224.augreg2_in21k_ft_in1k	49.840	50.160	78.987	21.013	86.57	224	0.900	bicubic	-47.310	-20.553	-5
125	cait_s24_384	49.733	50.267	78.733	21.267	47.06	384	1.000	bicubic	-47.337	-20.697	+8
126	vit_base_patch16_clip_224.openai_ft_in12k_in1k	49.733	50.267	77.040	22.960	86.57	224	0.950	bicubic	-47.787	-22.500	-44
127	xcit_medium_24_p16_384_dist	49.333	50.667	79.813	20.187	84.40	384	1.000	bicubic	-47.937	-19.647	-20
128	deit_base_distilled_patch16_384	49.333	50.667	79.253	20.747	87.63	384	1.000	bicubic	-47.627	-20.227	+16
129	tf_efficientnet_b8.ra_in1k	48.947	51.053	77.240	22.760	87.41	672	0.954	bicubic	-48.253	-22.260	-12
130	dm_nfnet_f2	48.920	51.080	77.160	22.840	193.78	352	0.920	bicubic	-48.100	-22.230	+5
131	deit3_large_patch16_224	48.627	51.373	78.160	21.840	304.37	224	0.900	bicubic	-48.313	-21.180	+18
132	flexivit_large.300ep_in1k	48.587	51.413	78.667	21.333	304.36	240	0.950	bicubic	-48.663	-20.863	-22
133	tf_efficientnetv2_s.in21k_ft_in1k	48.507	51.493	77.880	22.120	21.46	384	1.000	bicubic	-48.223	-21.480	+37
134	deit3_medium_patch16_224_in21ft1k	48.213	51.787	77.067	22.933	38.85	224	1.000	bicubic	-48.757	-22.363	+8
135	resnest269e	48.187	51.813	74.333	25.667	110.93	416	0.928	bicubic	-48.333	-25.017	+75
136	xcit_large_24_p8_224_dist	48.107	51.893	79.080	20.920	188.93	224	1.000	bicubic	-48.953	-20.340	-2
137	vit_base_patch32_clip_384.laion2b_ft_in12k_in1k	47.933	52.067	76.867	23.133	88.30	384	1.000	bicubic	-49.427	-22.653	-38
138	regnetz_e8	47.813	52.187	76.200	23.800	57.70	320	1.000	bicubic	-49.387	-23.340	-22
139	resnetv2_50x3_bitm	47.293	52.707	77.333	22.667	217.32	448	1.000	bilinear	-49.417	-22.137	+34
140	vit_base_patch16_clip_224.openai_ft_in1k	47.227	52.773	77.627	22.373	86.57	224	0.900	bicubic	-49.853	-21.993	-9
141	xcit_large_24_p8_224	47.173	52.827	74.400	25.600	188.93	224	1.000	bicubic	-49.237	-24.580	+78
142	xcit_small_24_p16_384_dist	46.960	53.040	77.147	22.853	47.67	384	1.000	bicubic	-50.160	-22.313	-20
143	tf_efficientnet_b8.ap_in1k	46.893	53.107	76.507	23.493	87.41	672	0.954	bicubic	-50.217	-23.153	-20
144	convnext_large.fb_in1k	46.840	53.160	76.613	23.387	197.77	288	1.000	bicubic	-50.260	-22.837	-19
145	efficientnetv2_rw_m.agc_in1k	46.280	53.720	75.707	24.293	53.24	416	1.000	bicubic	-50.700	-23.833	-4
146	swinv2_base_window16_256	46.240	53.760	75.173	24.827	87.92	256	0.900	bicubic	-50.510	-24.177	+23
147	swsl_resnext101_32x16d	46.200	53.800	72.200	27.800	194.03	224	0.875	bilinear	-50.400	-27.180	+49
148	volo_d2_224	46.080	53.920	75.253	24.747	58.68	224	0.960	bicubic	-50.910	-24.137	-8
149	vit_small_patch16_384.augreg_in21k_ft_in1k	45.933	54.067	76.720	23.280	22.20	384	1.000	bicubic	-50.767	-22.710	+28
150	ecaresnet269d	45.893	54.107	75.133	24.867	102.09	352	1.000	bicubic	-51.187	-24.357	-18
151	vit_small_r26_s32_384.augreg_in21k_ft_in1k	45.720	54.280	76.067	23.933	36.47	384	1.000	bicubic	-50.960	-23.283	+33
152	tf_efficientnet_b7.ap_in1k	45.373	54.627	74.213	25.787	66.35	600	0.949	bicubic	-51.827	-25.357	-37
153	dm_nfnet_f1	45.333	54.667	74.107	25.893	132.63	320	0.910	bicubic	-51.587	-25.413	-1
154	ig_resnext101_32x8d	45.320	54.680	70.867	29.133	88.79	224	0.875	bilinear	-51.000	-28.563	+80
155	xcit_medium_24_p8_224_dist	45.213	54.787	76.720	23.280	84.32	224	1.000	bicubic	-51.707	-22.670	-2
156	eca_nfnet_l2	44.960	55.040	75.893	24.107	56.72	384	1.000	bicubic	-52.130	-23.617	-29
157	maxxvit_rmlp_small_rw_256	44.547	55.453	75.053	24.947	66.01	256	0.950	bicubic	-52.263	-24.327	+4
158	crossvit_18_dagger_408	44.293	55.707	73.840	26.160	44.61	408	1.000	bicubic	-52.237	-25.480	+51
159	resnest200e	44.147	55.853	73.467	26.533	70.20	320	0.909	bicubic	-52.463	-25.883	+36
160	cait_xs24_384	43.947	56.053	75.187	24.813	26.67	384	1.000	bicubic	-52.603	-24.233	+43
161	seresnextaa101d_32x8d	43.933	56.067	73.387	26.613	93.59	288	1.000	bicubic	-53.017	-26.003	-14
162	mvitv2_base	43.747	56.253	74.520	25.480	51.47	224	0.900	bicubic	-53.023	-24.930	+3
163	resnetrs200	43.733	56.267	72.827	27.173	93.21	320	1.000	bicubic	-52.967	-26.683	+16
164	tresnet_xl_448	43.480	56.520	72.453	27.547	78.44	448	0.875	bilinear	-52.490	-26.677	+124
165	xcit_small_12_p16_384_dist	43.240	56.760	73.880	26.120	26.25	384	1.000	bicubic	-53.690	-25.520	-16
166	vit_base_patch16_224.augreg_in21k_ft_in1k	43.240	56.760	72.920	27.080	86.57	224	0.900	bicubic	-53.640	-26.560	-10
167	resnetrs420	43.147	56.853	70.453	29.547	191.89	416	1.000	bicubic	-53.763	-29.007	-13
168	xcit_medium_24_p8_224	43.093	56.907	70.347	29.653	84.32	224	1.000	bicubic	-53.017	-28.813	+98
169	vit_base_patch32_clip_384.openai_ft_in12k_in1k	43.040	56.960	73.227	26.773	88.30	384	0.950	bicubic	-54.070	-26.273	-45
170	coatnet_rmlp_2_rw_224	43.000	57.000	71.680	28.320	73.88	224	0.950	bicubic	-53.540	-27.590	+37
171	tf_efficientnet_b7.ra_in1k	42.960	57.040	73.133	26.867	66.35	600	0.949	bicubic	-54.050	-26.387	-33
172	tf_efficientnetv2_m.in1k	42.867	57.133	72.627	27.373	54.14	480	1.000	bicubic	-54.343	-26.903	-59
173	vit_medium_patch16_gap_256.in12k_ft_in1k	42.693	57.307	74.320	25.680	38.86	256	0.950	bicubic	-53.967	-25.010	+15
174	gcvit_base	42.507	57.493	73.813	26.187	90.32	224	0.875	bicubic	-54.063	-25.417	+27
175	xcit_tiny_24_p8_384_dist	42.453	57.547	72.880	27.120	12.11	384	1.000	bicubic	-54.097	-26.440	+29
176	swinv2_small_window16_256	42.320	57.680	72.907	27.093	49.73	256	0.900	bicubic	-54.150	-26.293	+36
177	maxvit_rmlp_small_rw_224	42.240	57.760	72.333	27.667	64.90	224	0.900	bicubic	-54.350	-26.937	+22
178	convnext_base.fb_in1k	42.000	58.000	73.973	26.027	88.59	288	1.000	bicubic	-54.820	-25.617	-18
179	maxvit_base_tf_224.in1k	41.947	58.053	70.107	29.893	119.47	224	0.950	bicubic	-55.003	-29.473	-31
180	crossvit_15_dagger_408	41.907	58.093	72.067	27.933	28.50	408	1.000	bicubic	-54.483	-27.283	+42
181	xcit_small_24_p8_224_dist	41.893	58.107	73.720	26.280	47.63	224	1.000	bicubic	-54.977	-25.760	-24
182	maxvit_large_tf_224.in1k	41.840	58.160	68.613	31.387	211.79	224	0.950	bicubic	-55.120	-30.637	-38
183	xcit_small_24_p8_224	41.760	58.240	71.013	28.987	47.63	224	1.000	bicubic	-54.640	-28.137	+37
184	vit_large_r50_s32_224.augreg_in21k_ft_in1k	41.640	58.360	70.227	29.773	328.99	224	0.900	bicubic	-55.150	-29.123	-21
185	vit_base_patch16_clip_224.laion2b_ft_in1k	41.573	58.427	73.627	26.373	86.57	224	1.000	bicubic	-55.557	-25.833	-64
186	swsl_resnext101_32x4d	41.560	58.440	71.760	28.240	44.18	224	0.875	bilinear	-54.860	-27.710	+30
187	swinv2_base_window8_256	41.507	58.493	72.440	27.560	87.92	256	0.900	bicubic	-55.033	-26.920	+19
188	deit3_small_patch16_224_in21ft1k	41.227	58.773	71.920	28.080	22.06	224	1.000	bicubic	-55.433	-27.590	+1
189	seresnext101d_32x8d	41.173	58.827	70.853	29.147	93.59	288	1.000	bicubic	-55.557	-28.567	-18
190	maxvit_rmlp_tiny_rw_256	41.160	58.840	71.213	28.787	29.15	256	0.950	bicubic	-55.250	-28.177	+27
191	convnext_tiny.fb_in22k_ft_in1k_384	41.013	58.987	72.507	27.493	28.59	384	1.000	bicubic	-56.067	-26.963	-61
192	tf_efficientnet_b6.ap_in1k	40.800	59.200	71.627	28.373	43.04	528	0.942	bicubic	-56.280	-27.883	-63
193	flexivit_base.1200ep_in1k	40.613	59.387	72.320	27.680	86.59	240	0.950	bicubic	-56.147	-27.050	-26
194	resmlp_big_24_224_in22ft1k	40.373	59.627	74.760	25.240	129.14	224	0.875	bicubic	-56.247	-24.510	-3
195	deit3_small_patch16_384	40.320	59.680	70.293	29.707	22.21	384	1.000	bicubic	-55.880	-28.997	+52
196	tresnet_l_448	40.200	59.800	69.893	30.107	55.99	448	0.875	bilinear	-55.660	-29.227	+107
197	deit_base_patch16_384	40.173	59.827	70.760	29.240	86.86	384	1.000	bicubic	-55.977	-28.420	+61
198	regnetz_d8_evos	40.080	59.920	72.200	27.800	23.46	320	0.950	bicubic	-56.530	-27.250	-4
199	regnetz_040h	40.013	59.987	71.320	28.680	28.94	320	1.000	bicubic	-56.697	-28.180	-25
200	resnetrs350	39.960	60.040	68.907	31.093	163.96	384	1.000	bicubic	-56.800	-30.453	-34
201	regnetz_d8	39.933	60.067	71.640	28.360	23.37	320	1.000	bicubic	-56.687	-27.810	-9
202	flexivit_base.600ep_in1k	39.907	60.093	71.867	28.133	86.59	240	0.950	bicubic	-56.723	-27.463	-12
203	swin_s3_base_224	39.787	60.213	70.467	29.533	71.13	224	0.900	bicubic	-56.463	-28.673	+38
204	seresnext101_32x8d	39.587	60.413	69.440	30.560	93.57	288	1.000	bicubic	-57.173	-29.900	-36
205	flexivit_base.300ep_in1k	39.547	60.453	70.987	29.013	86.59	240	0.950	bicubic	-57.073	-28.523	-12
206	gcvit_small	39.427	60.573	70.520	29.480	51.09	224	0.875	bicubic	-56.873	-28.620	+30
207	deit3_base_patch16_224	39.200	60.800	71.000	29.000	86.59	224	0.900	bicubic	-57.100	-28.180	+28
208	volo_d1_224	38.960	61.040	70.240	29.760	26.63	224	0.960	bicubic	-57.370	-28.940	+24
209	vit_large_patch32_384.orig_in21k_ft_in1k	38.933	61.067	68.920	31.080	306.63	384	1.000	bicubic	-56.897	-30.230	+96
210	resnetv2_101x1_bitm	38.920	61.080	71.040	28.960	44.54	448	1.000	bilinear	-57.180	-28.210	+57
211	regnetz_040	38.760	61.240	70.400	29.600	27.12	320	1.000	bicubic	-57.950	-29.150	-36
212	mvitv2_small	38.747	61.253	70.413	29.587	34.87	224	0.900	bicubic	-57.613	-28.817	+14
213	xcit_small_12_p8_224_dist	38.200	61.800	71.293	28.707	26.21	224	1.000	bicubic	-58.490	-28.077	-32
214	resnet200d	38.147	61.853	68.613	31.387	64.69	320	1.000	bicubic	-58.573	-30.717	-42
215	swinv2_small_window8_256	37.773	62.227	69.853	30.147	49.73	256	0.900	bicubic	-58.497	-29.357	+23
216	xcit_large_24_p16_224_dist	37.693	62.307	71.587	28.413	189.10	224	1.000	bicubic	-59.107	-27.763	-54
217	seresnet152d	37.640	62.360	69.480	30.520	66.84	320	1.000	bicubic	-59.130	-29.790	-53
218	eca_nfnet_l1	37.533	62.467	70.947	29.053	41.41	320	1.000	bicubic	-59.167	-28.533	-38
219	maxvit_small_tf_224.in1k	37.520	62.480	68.040	31.960	68.93	224	0.950	bicubic	-59.170	-31.310	-37
220	xcit_small_12_p8_224	37.507	62.493	68.173	31.827	26.21	224	1.000	bicubic	-58.603	-30.717	+45
221	twins_svt_large	37.200	62.800	69.227	30.773	99.27	224	0.900	bicubic	-59.070	-29.943	+18
222	regnetz_d32	37.160	62.840	70.467	29.533	27.58	320	0.950	bicubic	-59.440	-29.053	-25
223	vit_base_patch32_384.augreg_in21k_ft_in1k	37.080	62.920	69.760	30.240	88.30	384	1.000	bicubic	-59.410	-29.650	-12
224	regnety_064	36.973	63.027	68.160	31.840	30.58	288	1.000	bicubic	-59.387	-31.010	+1
225	swin_s3_small_224	36.880	63.120	68.240	31.760	49.74	224	0.900	bicubic	-59.340	-30.990	+19
226	efficientnetv2_rw_s.ra2_in1k	36.787	63.213	68.320	31.680	23.94	384	1.000	bicubic	-59.753	-30.780	-21
227	resnext101_64x4d	36.787	63.213	66.680	33.320	83.46	288	1.000	bicubic	-59.293	-32.560	+44
228	regnety_160	36.747	63.253	69.107	30.893	83.59	288	1.000	bicubic	-59.603	-30.223	0
229	convnext_small.fb_in1k	36.667	63.333	71.093	28.907	50.22	288	1.000	bicubic	-59.893	-28.247	-27
230	pvt_v2_b4	36.640	63.360	68.667	31.333	62.56	224	0.900	bicubic	-59.690	-30.643	+3
231	pvt_v2_b5	36.280	63.720	68.453	31.547	81.96	224	0.900	bicubic	-60.080	-30.937	-4
232	cait_xxs36_384	36.227	63.773	67.800	32.200	17.37	384	1.000	bicubic	-59.623	-31.290	+72
233	jx_nest_base	36.080	63.920	66.760	33.240	67.72	224	0.875	bicubic	-60.170	-32.450	+7
234	coatnet_1_rw_224	36.040	63.960	67.080	32.920	41.72	224	0.950	bicubic	-59.990	-32.070	+46
235	maxvit_tiny_rw_224	35.920	64.080	65.547	34.453	29.06	224	0.950	bicubic	-60.320	-33.573	+7
236	cs3se_edgenet_x	35.653	64.347	67.787	32.213	50.72	320	1.000	bicubic	-60.787	-31.613	-21
237	pit_b_distilled_224	35.627	64.373	69.120	30.880	74.79	224	0.900	bicubic	-61.053	-30.450	-51
238	regnety_080	35.560	64.440	67.240	32.760	39.18	288	1.000	bicubic	-60.970	-32.020	-30
239	sequencer2d_l	35.547	64.453	67.347	32.653	54.30	224	0.875	bicubic	-60.593	-31.863	+21
240	tf_efficientnet_b3.ns_jft_in1k	35.520	64.480	67.773	32.227	12.23	300	0.904	bicubic	-60.870	-31.387	-19
241	tf_efficientnet_b6.aa_in1k	35.213	64.787	67.720	32.280	43.04	528	0.942	bicubic	-61.457	-31.650	-54
242	resnetrs270	35.013	64.987	65.480	34.520	129.86	352	1.000	bicubic	-61.677	-33.910	-59
243	gcvit_tiny	34.907	65.093	66.853	33.147	28.22	224	0.875	bicubic	-61.263	-32.387	+8
244	tf_efficientnet_b5.ap_in1k	34.787	65.213	67.493	32.507	30.39	456	0.934	bicubic	-61.893	-31.967	-59
245	xcit_tiny_12_p8_384_dist	34.653	65.347	66.280	33.720	6.71	384	1.000	bicubic	-61.427	-32.860	+27
246	vit_base_patch16_224_miil.in21k_ft_in1k	34.507	65.493	65.000	35.000	86.54	224	0.875	bilinear	-61.953	-34.300	-33
247	xcit_medium_24_p16_224_dist	34.373	65.627	67.920	32.080	84.40	224	1.000	bicubic	-62.217	-31.190	-49
248	resnet152d	34.320	65.680	65.907	34.093	60.21	320	1.000	bicubic	-62.040	-33.293	-24
249	deit3_medium_patch16_224	34.187	65.813	66.027	33.973	38.85	224	0.900	bicubic	-61.883	-33.173	+24
250	tresnet_m_448	34.107	65.893	64.493	35.507	31.39	448	0.875	bilinear	-60.883	-34.487	+176
251	resmlp_big_24_distilled_224	34.067	65.933	69.600	30.400	129.14	224	0.875	bicubic	-62.383	-29.710	-37
252	regnetv_064	33.973	66.027	67.867	32.133	30.58	288	1.000	bicubic	-62.437	-31.493	-34
253	xcit_tiny_24_p16_384_dist	33.827	66.173	65.400	34.600	12.12	384	1.000	bicubic	-62.123	-33.760	+37
254	pvt_v2_b3	33.653	66.347	67.653	32.347	45.24	224	0.900	bicubic	-62.337	-31.537	+29
255	coatnet_rmlp_1_rw_224	33.533	66.467	65.627	34.373	41.69	224	0.950	bicubic	-62.417	-33.593	+37
256	twins_pcpvt_large	33.387	66.613	67.933	32.067	60.99	224	0.900	bicubic	-62.763	-31.267	+1
257	twins_svt_base	33.173	66.827	65.773	34.227	56.07	224	0.900	bicubic	-62.987	-33.287	-4
258	pit_b_224	33.173	66.827	62.320	37.680	73.76	224	0.900	bicubic	-62.467	-36.670	+70
259	resnetv2_152x2_bit_teacher	33.053	66.947	64.267	35.733	236.34	224	0.875	bicubic	-63.047	-35.013	+9
260	swsl_resnext50_32x4d	33.013	66.987	65.067	34.933	25.03	224	0.875	bilinear	-62.857	-34.003	+38
261	mobilevitv2_200_384_in22ft1k	32.987	67.013	65.507	34.493	18.45	384	1.000	bicubic	-63.053	-33.573	+14
262	swinv2_cr_small_ns_224	32.933	67.067	65.960	34.040	49.70	224	0.900	bicubic	-63.247	-33.370	-13
263	xception65	32.747	67.253	62.960	37.040	39.92	299	0.940	bicubic	-63.603	-36.280	-33
264	xcit_large_24_p16_224	32.733	67.267	62.107	37.893	189.10	224	1.000	bicubic	-62.687	-36.733	+102
265	swin_small_patch4_window7_224	32.600	67.400	65.440	34.560	49.61	224	0.900	bicubic	-63.310	-33.580	+29
266	ssl_resnext101_32x16d	32.600	67.400	64.000	36.000	194.03	224	0.875	bilinear	-63.200	-35.100	+43
267	mobilevitv2_175_384_in22ft1k	32.467	67.533	64.680	35.320	14.25	384	1.000	bicubic	-63.713	-34.460	-17
268	tf_efficientnetv2_b3.in21k_ft_in1k	32.373	67.627	66.107	33.893	14.36	300	0.900	bicubic	-63.847	-32.973	-25
269	jx_nest_small	32.280	67.720	63.760	36.240	38.35	224	0.875	bicubic	-63.680	-35.270	+20
270	convnext_tiny_hnf.a2h_in1k	32.227	67.773	62.853	37.147	28.59	288	1.000	bicubic	-63.793	-36.337	+12
271	vit_base_patch16_224.orig_in21k_ft_in1k	32.053	67.947	61.573	38.427	86.57	224	0.900	bicubic	-63.277	-37.427	+105
272	maxvit_nano_rw_256	31.853	68.147	64.187	35.813	15.45	256	0.950	bicubic	-64.077	-34.953	+22
273	tf_efficientnet_b5.ra_in1k	31.840	68.160	65.293	34.707	30.39	456	0.934	bicubic	-64.510	-34.017	-44
274	swinv2_tiny_window16_256	31.707	68.293	65.613	34.387	28.35	256	0.900	bicubic	-64.223	-33.387	+19
275	swinv2_cr_small_224	31.693	68.307	62.520	37.480	49.70	224	0.900	bicubic	-64.377	-36.350	-1
276	regnetz_c16_evos	31.493	68.507	66.280	33.720	13.49	320	0.950	bicubic	-64.627	-32.960	-14
277	maxvit_rmlp_nano_rw_256	31.440	68.560	63.373	36.627	15.50	256	0.950	bicubic	-64.540	-35.597	+9
278	resnest101e	31.413	68.587	64.360	35.640	48.28	256	0.875	bilinear	-64.447	-34.820	+22
279	maxxvit_rmlp_nano_rw_256	31.360	68.640	64.440	35.560	16.78	256	0.950	bicubic	-64.670	-34.610	-4
280	crossvit_base_240	31.360	68.640	61.293	38.707	105.03	240	0.875	bicubic	-64.170	-37.567	+63
281	regnetv_040	31.333	68.667	64.693	35.307	20.64	288	1.000	bicubic	-64.847	-34.437	-33
282	cait_s24_224	31.200	68.800	64.560	35.440	46.92	224	1.000	bicubic	-65.180	-34.590	-59
283	convnext_nano.in12k_ft_in1k	31.107	68.893	67.333	32.667	15.59	288	1.000	bicubic	-64.873	-31.987	+2
284	efficientnet_b4.ra2_in1k	30.867	69.133	64.600	35.400	19.34	384	1.000	bicubic	-65.283	-34.650	-28
285	regnety_040	30.613	69.387	63.840	36.160	20.65	288	1.000	bicubic	-65.407	-35.230	-4
286	sequencer2d_m	30.600	69.400	62.920	37.080	38.31	224	0.875	bicubic	-65.210	-36.290	+21
287	maxvit_tiny_tf_224.in1k	30.587	69.413	62.760	37.240	30.92	224	0.950	bicubic	-65.513	-36.520	-19
288	crossvit_18_240	30.587	69.413	61.960	38.040	43.27	240	0.875	bicubic	-64.853	-37.090	+72
289	vit_base_patch32_clip_224.laion2b_ft_in12k_in1k	30.573	69.427	62.080	37.920	88.22	224	0.900	bicubic	-65.567	-37.080	-30
290	dm_nfnet_f0	30.547	69.453	62.867	37.133	71.49	256	0.900	bicubic	-65.603	-36.273	-35
291	crossvit_18_dagger_240	30.480	69.520	61.813	38.187	44.27	240	0.875	bicubic	-65.090	-37.247	+42
292	xcit_small_24_p16_224_dist	30.440	69.560	64.720	35.280	47.67	224	1.000	bicubic	-65.770	-34.460	-47
293	xcit_medium_24_p16_224	30.187	69.813	59.347	40.653	84.40	224	1.000	bicubic	-65.343	-39.423	+51
294	mvitv2_tiny	30.160	69.840	64.333	35.667	24.17	224	0.900	bicubic	-65.710	-34.917	+5
295	cait_xxs24_384	30.027	69.973	63.933	36.067	12.03	384	1.000	bicubic	-65.233	-35.027	+87
296	twins_pcpvt_base	29.960	70.040	64.587	35.413	43.83	224	0.900	bicubic	-65.830	-34.543	+15
297	convnext_tiny.fb_in1k	29.933	70.067	65.107	34.893	28.59	288	1.000	bicubic	-65.857	-34.053	+13
298	swsl_resnet50	29.867	70.133	63.853	36.147	25.56	224	0.875	bilinear	-65.543	-35.437	+69
299	cs3sedarknet_x	29.827	70.173	61.987	38.013	35.40	288	1.000	bicubic	-66.203	-37.273	-20
300	mobilevitv2_150_384_in22ft1k	29.787	70.213	62.187	37.813	10.59	384	1.000	bicubic	-65.913	-36.863	+19
301	vit_relpos_base_patch16_clsgap_224.sw_in1k	29.720	70.280	62.893	37.107	86.43	224	0.900	bicubic	-66.040	-36.147	+13
302	deit_base_distilled_patch16_224	29.600	70.400	64.453	35.547	87.34	224	0.900	bicubic	-66.490	-34.737	-32
303	convit_base	29.520	70.480	61.787	38.213	86.54	224	0.875	bicubic	-66.030	-37.203	+34
304	vit_relpos_medium_patch16_cls_224.sw_in1k	29.347	70.653	60.653	39.347	38.76	224	0.900	bicubic	-66.133	-38.297	+49
305	tf_efficientnetv2_s.in1k	29.040	70.960	61.213	38.787	21.46	384	1.000	bicubic	-67.300	-37.987	-75
306	ssl_resnext101_32x8d	29.040	70.960	60.973	39.027	88.79	224	0.875	bilinear	-66.430	-38.137	+49
307	edgenext_base	29.027	70.973	64.920	35.080	18.51	320	1.000	bicubic	-67.673	-34.450	-129
308	convnext_tiny.fb_in22k_ft_in1k	29.000	71.000	55.640	44.360	28.59	288	1.000	bicubic	-65.860	-43.150	+131
309	resnet101d	28.987	71.013	62.053	37.947	44.57	320	1.000	bicubic	-67.303	-37.177	-72
310	xception65p	28.987	71.013	59.933	40.067	39.82	299	0.940	bicubic	-67.223	-39.277	-64
311	regnetz_c16	28.920	71.080	63.333	36.667	13.46	320	0.940	bicubic	-66.880	-35.847	-2
312	resnetrs152	28.920	71.080	60.520	39.480	86.62	320	1.000	bicubic	-67.660	-38.720	-112
313	vit_relpos_medium_patch16_224.sw_in1k	28.853	71.147	61.987	38.013	38.75	224	0.900	bicubic	-66.607	-36.973	+42
314	xcit_tiny_24_p8_224_dist	28.720	71.280	61.413	38.587	12.11	224	1.000	bicubic	-67.090	-37.697	-8
315	xcit_tiny_24_p8_224	28.707	71.293	60.453	39.547	12.11	224	1.000	bicubic	-66.963	-38.597	+9
316	cs3edgenet_x	28.533	71.467	61.147	38.853	47.82	288	1.000	bicubic	-67.497	-37.963	-39
317	crossvit_15_dagger_240	28.533	71.467	60.293	39.707	28.21	240	0.875	bicubic	-67.157	-38.537	+5
318	pvt_v2_b2_li	28.493	71.507	62.040	37.960	22.55	224	0.900	bicubic	-67.057	-36.830	+18
319	xcit_small_24_p16_224	28.333	71.667	58.813	41.187	47.67	224	1.000	bicubic	-67.197	-39.927	+24
320	efficientformer_l7	28.027	71.973	62.987	37.013	82.23	224	0.950	bicubic	-68.083	-36.283	-56
321	flexivit_small.1200ep_in1k	27.840	72.160	58.667	41.333	22.06	240	0.950	bicubic	-67.720	-40.453	+13
322	pvt_v2_b2	27.640	72.360	60.707	39.293	25.36	224	0.900	bicubic	-67.860	-38.293	+28
323	vit_base_patch16_384.augreg_in1k	27.560	72.440	57.280	42.720	86.86	384	1.000	bicubic	-67.380	-41.610	+107
324	coat_lite_small	27.547	72.453	58.547	41.453	19.84	224	0.900	bicubic	-67.993	-40.313	+14
325	deit_base_patch16_224	27.440	72.560	58.893	41.107	86.57	224	0.900	bicubic	-68.000	-40.237	+33
326	vit_relpos_base_patch16_224.sw_in1k	27.333	72.667	61.133	38.867	86.43	224	0.900	bicubic	-68.227	-37.897	+9
327	resnetv2_50x1_bitm	27.293	72.707	62.853	37.147	25.55	448	1.000	bilinear	-67.717	-36.037	+94
328	coatnet_bn_0_rw_224	27.200	72.800	61.280	38.720	27.44	224	0.950	bicubic	-68.500	-37.860	-8
329	xcit_small_12_p16_224_dist	27.120	72.880	59.800	40.200	26.25	224	1.000	bicubic	-68.910	-39.340	-52
330	vit_small_patch16_224.augreg_in21k_ft_in1k	27.053	72.947	59.213	40.787	22.05	224	0.900	bicubic	-68.317	-39.717	+42
331	coatnet_0_rw_224	27.027	72.973	59.387	40.613	27.44	224	0.950	bicubic	-68.403	-39.653	+33
332	flexivit_small.600ep_in1k	26.933	73.067	57.280	42.720	22.06	240	0.950	bicubic	-68.747	-41.770	-10
333	sequencer2d_s	26.827	73.173	60.587	39.413	27.65	224	0.875	bicubic	-69.163	-38.463	-49
334	tresnet_v2_l	26.760	73.240	59.800	40.200	46.17	224	0.875	bilinear	-69.400	-39.440	-81
335	mobilevitv2_200_in22ft1k	26.667	73.333	59.400	40.600	18.45	256	0.888	bicubic	-68.493	-39.540	+61
336	gcvit_xtiny	26.627	73.373	60.867	39.133	19.98	224	0.875	bicubic	-68.953	-38.173	-4
337	swin_s3_tiny_224	26.507	73.493	60.320	39.680	28.33	224	0.900	bicubic	-68.653	-38.610	+58
338	coatnet_rmlp_nano_rw_224	26.440	73.560	60.520	39.480	15.15	224	0.900	bicubic	-68.990	-38.510	+25
339	swinv2_tiny_window8_256	26.413	73.587	60.573	39.427	28.35	256	0.900	bicubic	-69.087	-38.387	+10
340	tf_efficientnet_b4.aa_in1k	26.293	73.707	60.107	39.893	19.34	380	0.922	bicubic	-69.607	-39.063	-44
341	tf_efficientnet_b4.ap_in1k	26.240	73.760	60.227	39.773	19.34	380	0.922	bicubic	-69.920	-39.053	-89
342	nfnet_l0	26.213	73.787	61.720	38.280	35.07	288	1.000	bicubic	-69.907	-37.640	-79
343	regnety_032	26.213	73.787	60.987	39.013	19.44	288	1.000	bicubic	-69.757	-38.203	-56
344	deit3_small_patch16_224	26.187	73.813	54.440	45.560	22.06	224	0.900	bicubic	-68.813	-44.590	+81
345	coatnext_nano_rw_224	26.173	73.827	59.560	40.440	14.70	224	0.900	bicubic	-69.257	-39.440	+17
346	ecaresnet50t	26.133	73.867	60.027	39.973	25.57	320	0.950	bicubic	-69.377	-39.093	+1
347	fbnetv3_g.ra2_in1k	26.107	73.893	61.053	38.947	16.62	288	0.950	bilinear	-69.413	-37.937	-2
348	ecaresnet101d	26.027	73.973	58.987	41.013	44.57	224	0.875	bicubic	-69.503	-39.833	-9
349	mobilevitv2_175_in22ft1k	26.013	73.987	58.480	41.520	14.25	256	0.888	bicubic	-69.217	-40.510	+38
350	flexivit_small.300ep_in1k	25.933	74.067	57.053	42.947	22.06	240	0.950	bicubic	-69.567	-42.067	+1
351	visformer_small	25.840	74.160	58.907	41.093	40.22	224	0.900	bicubic	-69.650	-39.993	+1
352	vit_small_patch16_384.augreg_in1k	25.813	74.187	57.613	42.387	22.20	384	1.000	bicubic	-69.477	-41.387	+28
353	halo2botnet50ts_256	25.587	74.413	56.893	43.107	22.64	256	0.950	bicubic	-69.803	-42.117	+16
354	coat_mini	25.520	74.480	57.693	42.307	10.34	224	0.900	bicubic	-69.450	-41.087	+73
355	vit_relpos_medium_patch16_rpn_224.sw_in1k	25.453	74.547	58.640	41.360	38.73	224	0.900	bicubic	-70.057	-40.440	-8
356	crossvit_15_240	25.453	74.547	57.560	42.440	27.53	240	0.875	bicubic	-69.697	-41.370	+44
357	vit_srelpos_medium_patch16_224.sw_in1k	25.400	74.600	58.453	41.547	38.74	224	0.900	bicubic	-69.830	-40.337	+29
358	xcit_small_12_p16_224	25.133	74.867	56.040	43.960	26.25	224	1.000	bicubic	-70.287	-42.570	+7
359	resnetv2_50x1_bit_distilled	25.107	74.893	59.613	40.387	25.55	224	0.875	bicubic	-71.023	-39.667	-98
360	convit_small	25.093	74.907	57.280	42.720	27.78	224	0.875	bicubic	-70.107	-41.620	+30
361	vit_base_patch16_rpn_224.in1k	25.080	74.920	58.653	41.347	86.54	224	0.900	bicubic	-70.300	-40.197	+9
362	gc_efficientnetv2_rw_t.agc_in1k	25.053	74.947	57.707	42.293	13.68	288	1.000	bicubic	-70.687	-41.313	-47
363	eca_nfnet_l0	24.827	75.173	60.093	39.907	24.14	288	1.000	bicubic	-71.123	-39.117	-72
364	xception41p	24.773	75.227	55.227	44.773	26.91	299	0.940	bicubic	-70.747	-43.693	-18
365	tnt_s_patch16_224	24.733	75.267	58.187	41.813	23.76	224	0.900	bicubic	-70.307	-40.773	+55
366	convnext_nano_ols.d1h_in1k	24.520	75.480	57.053	42.947	15.65	288	1.000	bicubic	-70.610	-41.967	+37
367	resnetv2_50d_evos	24.480	75.520	56.387	43.613	25.59	288	0.950	bicubic	-71.130	-42.643	-37
368	xcit_tiny_12_p16_384_dist	24.453	75.547	57.080	42.920	6.72	384	1.000	bicubic	-70.677	-41.640	+34
369	cs3darknet_x	24.373	75.627	57.813	42.187	35.05	288	1.000	bicubic	-71.487	-41.397	-68
370	efficientnetv2_rw_t.ra2_in1k	24.333	75.667	57.400	42.600	13.65	288	1.000	bicubic	-71.277	-41.670	-41
371	ssl_resnext101_32x4d	24.173	75.827	57.413	42.587	44.18	224	0.875	bilinear	-71.267	-41.377	-15
372	swinv2_cr_tiny_ns_224	24.133	75.867	58.213	41.787	28.33	224	0.900	bicubic	-71.237	-40.937	+1
373	twins_svt_small	24.133	75.867	57.147	42.853	24.06	224	0.900	bicubic	-71.067	-41.733	+18
374	coatnet_nano_rw_224	24.120	75.880	57.173	42.827	15.14	224	0.900	bicubic	-71.130	-41.807	+10
375	vit_small_r26_s32_224.augreg_in21k_ft_in1k	24.080	75.920	56.213	43.787	36.43	224	0.900	bicubic	-71.550	-42.977	-47
376	vit_relpos_small_patch16_224.sw_in1k	24.040	75.960	58.173	41.827	21.98	224	0.900	bicubic	-71.120	-40.707	+16
377	poolformer_m48	24.040	75.960	57.293	42.707	73.47	224	0.950	bicubic	-71.600	-41.647	-51
378	mobilevitv2_150_in22ft1k	24.040	75.960	55.933	44.067	10.59	256	0.888	bicubic	-71.100	-42.927	+24
379	tf_efficientnet_b2.ns_jft_in1k	24.013	75.987	57.293	42.707	9.11	260	0.890	bicubic	-71.757	-41.697	-67
380	convnext_nano.d1h_in1k	24.000	76.000	56.187	43.813	15.59	288	1.000	bicubic	-71.350	-42.673	-6
381	cs3sedarknet_l	23.973	76.027	58.720	41.280	21.91	288	0.950	bicubic	-71.337	-40.400	-3
382	resnetv2_50d_gn	23.920	76.080	56.320	43.680	25.57	288	0.950	bicubic	-71.510	-42.400	-22
383	vit_small_patch32_384.augreg_in21k_ft_in1k	23.773	76.227	57.307	42.693	22.92	384	1.000	bicubic	-71.277	-41.683	+33
384	lamhalobotnet50ts_256	23.600	76.400	55.267	44.733	22.57	256	0.950	bicubic	-71.560	-43.553	+13
385	resnet152	23.560	76.440	53.653	46.347	60.19	224	0.950	bicubic	-72.320	-45.417	-88
386	nasnetalarge	23.493	76.507	55.027	44.973	88.75	331	0.911	bicubic	-72.187	-43.903	-63
387	crossvit_small_240	23.453	76.547	56.827	43.173	26.86	240	0.875	bicubic	-71.377	-42.193	+55
388	levit_384	23.440	76.560	56.387	43.613	39.13	224	0.900	bicubic	-72.090	-42.743	-48
389	pnasnet5large	23.333	76.667	53.640	46.360	86.06	331	0.911	bicubic	-72.377	-45.280	-71
390	efficientnet_b3.ra2_in1k	23.213	76.787	55.960	44.040	12.23	320	1.000	bicubic	-72.497	-43.080	-73
391	jx_nest_tiny	23.200	76.800	56.227	43.773	17.06	224	0.875	bicubic	-72.050	-42.643	-8
392	efficientformer_l3	23.160	76.840	57.120	42.880	31.41	224	0.950	bicubic	-72.440	-42.040	-61
393	resnet61q	22.987	77.013	55.760	44.240	36.85	288	1.000	bicubic	-72.783	-43.360	-80
394	vit_srelpos_small_patch16_224.sw_in1k	22.920	77.080	55.720	44.280	21.97	224	0.900	bicubic	-72.120	-43.210	+23
395	vit_base_patch32_clip_224.laion2b_ft_in1k	22.867	77.133	54.973	45.027	88.22	224	0.900	bicubic	-72.663	-44.077	-54
396	resmlp_big_24_224	22.853	77.147	54.307	45.693	129.14	224	0.875	bicubic	-71.807	-44.173	+62
397	halonet50ts	22.813	77.187	54.013	45.987	22.73	256	0.940	bicubic	-72.287	-44.767	+10
398	twins_pcpvt_small	22.720	77.280	56.853	43.147	24.11	224	0.900	bicubic	-72.490	-42.027	-9
399	vit_base_patch32_clip_224.openai_ft_in1k	22.573	77.427	55.293	44.707	88.22	224	0.900	bicubic	-72.547	-43.687	+7
400	poolformer_m36	22.520	77.480	55.253	44.747	56.17	224	0.950	bicubic	-72.860	-43.677	-29
401	vit_base_patch32_224.augreg_in21k_ft_in1k	22.400	77.600	53.933	46.067	88.22	224	0.900	bicubic	-72.600	-44.527	+23
402	pit_s_distilled_224	22.360	77.640	57.120	42.880	24.04	224	0.900	bicubic	-72.880	-41.930	-17
403	xcit_tiny_12_p8_224_dist	22.080	77.920	54.307	45.693	6.71	224	1.000	bicubic	-73.000	-44.603	+9
404	tresnet_m	21.680	78.320	53.840	46.160	31.39	224	0.875	bilinear	-74.040	-45.190	-88
405	maxvit_rmlp_pico_rw_256	21.253	78.747	51.880	48.120	7.52	256	0.950	bicubic	-73.377	-46.880	+56
406	convmixer_1536_20	21.200	78.800	55.560	44.440	51.63	224	0.960	bicubic	-73.860	-43.470	+9
407	swin_tiny_patch4_window7_224	21.173	78.827	55.973	44.027	28.29	224	0.900	bicubic	-73.967	-42.877	-6
408	pit_s_224	21.080	78.920	53.573	46.427	23.46	224	0.900	bicubic	-73.510	-45.137	+58
409	xcit_tiny_12_p8_224	21.027	78.973	52.453	47.547	6.71	224	1.000	bicubic	-73.653	-46.377	+45
410	resnet51q	20.960	79.040	55.720	44.280	35.70	288	1.000	bilinear	-74.900	-43.400	-109
411	regnetz_b16	20.960	79.040	53.853	46.147	9.72	288	0.940	bicubic	-74.110	-44.977	+3
412	resnetrs101	20.893	79.107	52.813	47.187	63.62	288	0.940	bicubic	-74.537	-46.177	-51
413	deit_small_distilled_patch16_224	20.707	79.293	55.133	44.867	22.44	224	0.900	bicubic	-74.003	-43.897	+39
414	sebotnet33ts_256	20.707	79.293	48.800	51.200	13.70	256	0.940	bicubic	-73.883	-49.700	+53
415	resnest50d_4s2x40d	20.387	79.613	52.800	47.200	30.42	224	0.875	bicubic	-74.573	-46.270	+13
416	resnetaa50	20.093	79.907	51.920	48.080	25.56	288	1.000	bicubic	-75.117	-47.010	-28
417	ssl_resnext50_32x4d	20.000	80.000	53.613	46.387	25.03	224	0.875	bilinear	-74.870	-45.267	+20
418	haloregnetz_b	19.987	80.013	49.987	50.013	11.68	224	0.940	bicubic	-74.713	-48.673	+35
419	resnetv2_101	19.920	80.080	49.280	50.720	44.54	224	0.950	bicubic	-75.720	-49.380	-94
420	xcit_nano_12_p8_384_dist	19.787	80.213	50.587	49.413	3.05	384	1.000	bicubic	-73.713	-47.773	+165
421	tresnet_xl	19.640	80.360	53.133	46.867	78.44	224	0.875	bilinear	-75.800	-45.707	-64
422	resnet101	19.307	80.693	49.507	50.493	44.55	224	0.950	bicubic	-76.043	-49.353	-48
423	gluon_senet154	19.307	80.693	47.533	52.467	115.09	224	0.875	bicubic	-75.613	-51.277	+11
424	rexnet_200	19.227	80.773	52.720	47.280	16.37	224	0.875	bicubic	-75.713	-46.290	+5
425	levit_256	19.200	80.800	50.067	49.933	18.89	224	0.900	bicubic	-75.810	-48.843	-2
426	repvgg_b3	19.107	80.893	50.253	49.747	123.09	224	0.875	bilinear	-75.463	-48.527	+42
427	lambda_resnet50ts	19.093	80.907	49.267	50.733	21.54	256	0.950	bicubic	-75.677	-49.303	+20
428	mixer_b16_224_miil	19.053	80.947	51.227	48.773	59.88	224	0.875	bilinear	-76.247	-47.653	-50
429	legacy_senet154	19.053	80.947	47.947	52.053	115.09	224	0.875	bilinear	-76.017	-51.103	-14
430	mobilevitv2_200	18.920	81.080	50.533	49.467	18.45	256	0.888	bicubic	-75.910	-48.347	+14
431	deit_small_patch16_224	18.907	81.093	51.413	48.587	22.05	224	0.900	bicubic	-75.493	-47.487	+64
432	gluon_seresnext101_64x4d	18.907	81.093	49.187	50.813	88.23	224	0.875	bicubic	-76.023	-49.643	-1
433	gcvit_xxtiny	18.720	81.280	53.347	46.653	12.00	224	0.875	bicubic	-75.680	-45.343	+60
434	tf_efficientnet_b1.ns_jft_in1k	18.693	81.307	51.667	48.333	7.79	240	0.882	bicubic	-76.477	-47.293	-42
435	edgenext_small	18.653	81.347	53.613	46.387	5.59	320	1.000	bicubic	-76.747	-45.487	-67
436	poolformer_s36	18.400	81.600	51.867	48.133	30.86	224	0.900	bicubic	-76.690	-47.033	-28
437	seresnext50_32x4d	18.360	81.640	50.973	49.027	27.56	224	0.875	bicubic	-76.680	-47.857	-18
438	cs3darknet_l	18.307	81.693	51.880	48.120	21.16	288	0.950	bicubic	-76.813	-47.110	-33
439	cait_xxs36_224	18.253	81.747	49.427	50.573	17.30	224	1.000	bicubic	-76.007	-49.293	+67
440	ecaresnet50d	18.227	81.773	51.893	48.107	25.58	224	0.875	bicubic	-76.403	-46.997	+20
441	sehalonet33ts	18.200	81.800	47.787	52.213	13.69	256	0.940	bicubic	-76.570	-50.683	+5
442	tf_efficientnet_lite4.in1k	18.133	81.867	50.707	49.293	13.01	380	0.920	bilinear	-76.757	-48.143	-7
443	vit_tiny_patch16_384.augreg_in21k_ft_in1k	18.027	81.973	50.307	49.693	5.79	384	1.000	bicubic	-75.623	-48.293	+127
444	mobilevitv2_175	17.773	82.227	49.760	50.240	14.25	256	0.888	bicubic	-77.127	-49.110	-10
445	resnest50d_1s4x24d	17.693	82.307	49.800	50.200	25.68	224	0.875	bicubic	-77.057	-49.180	+3
446	resnest50d	17.373	82.627	50.707	49.293	27.48	224	0.875	bilinear	-77.457	-48.003	-4
447	gluon_seresnext101_32x4d	17.373	82.627	46.373	53.627	48.96	224	0.875	bicubic	-77.547	-52.387	-14
448	efficientnet_el.ra_in1k	17.347	82.653	49.987	50.013	10.59	300	0.904	bicubic	-77.773	-48.993	-44
449	convnext_pico.d1_in1k	17.333	82.667	50.213	49.787	9.05	288	0.950	bicubic	-77.407	-48.527	+1
450	inception_v4	17.267	82.733	45.920	54.080	42.68	299	0.875	bicubic	-77.113	-52.660	+46
451	tf_efficientnet_b3.ap_in1k	17.187	82.813	49.680	50.320	12.23	300	0.904	bicubic	-78.133	-49.220	-74
452	xcit_tiny_24_p16_224_dist	17.173	82.827	47.453	52.547	12.12	224	1.000	bicubic	-77.357	-51.177	+24
453	tf_efficientnet_b3.aa_in1k	17.000	83.000	49.267	50.733	12.23	300	0.904	bicubic	-78.010	-49.793	-31
454	xception71	17.000	83.000	45.520	54.480	42.34	299	0.903	bicubic	-77.280	-53.120	+51
455	cs3darknet_focus_l	16.960	83.040	50.453	49.547	21.15	288	0.950	bicubic	-78.210	-48.657	-62
456	resmlp_36_distilled_224	16.880	83.120	51.467	48.533	44.69	224	0.875	bicubic	-78.010	-47.553	-20
457	gluon_resnext101_64x4d	16.853	83.147	44.213	55.787	83.46	224	0.875	bicubic	-77.817	-54.437	-2
458	tf_efficientnetv2_b3.in1k	16.667	83.333	48.680	51.320	14.36	300	0.904	bicubic	-78.493	-50.270	-60
459	tresnet_l	16.600	83.400	49.920	50.080	55.99	224	0.875	bilinear	-78.680	-49.090	-78
460	inception_resnet_v2	16.573	83.427	44.960	55.040	55.84	299	0.897	bicubic	-77.967	-53.890	+13
461	gluon_resnet152_v1s	16.573	83.427	44.533	55.467	60.32	224	0.875	bicubic	-78.467	-54.347	-43
462	gluon_resnet152_v1d	16.573	83.427	44.280	55.720	60.21	224	0.875	bicubic	-78.167	-54.420	-11
463	convnext_pico_ols.d1_in1k	16.520	83.480	49.733	50.267	9.06	288	1.000	bicubic	-78.100	-49.127	+1
464	gmlp_s16_224	16.520	83.480	45.120	54.880	19.42	224	0.875	bicubic	-77.640	-53.380	+58
465	resmlp_24_distilled_224	16.467	83.533	50.387	49.613	30.02	224	0.875	bicubic	-77.993	-48.353	+22
466	mobilevitv2_150	16.453	83.547	48.453	51.547	10.59	256	0.888	bicubic	-78.097	-50.297	+7
467	gluon_xception65	16.440	83.560	46.027	53.973	39.92	299	0.903	bicubic	-77.820	-52.693	+41
468	gernet_l	16.373	83.627	47.213	52.787	31.08	256	0.875	bilinear	-78.717	-51.697	-59
469	gcresnet50t	16.360	83.640	48.240	51.760	25.90	256	0.900	bicubic	-78.490	-50.550	-29
470	xcit_tiny_24_p16_224	16.307	83.693	45.960	54.040	12.12	224	1.000	bicubic	-77.773	-52.490	+59
471	wide_resnet50_2	16.280	83.720	48.347	51.653	68.88	224	0.875	bicubic	-78.800	-50.623	-60
472	gcresnext50ts	16.240	83.760	46.533	53.467	15.67	256	0.900	bicubic	-78.250	-52.137	+8
473	ens_adv_inception_resnet_v2	16.240	83.760	43.640	56.360	55.84	299	0.897	bicubic	-77.920	-55.000	+49
474	repvgg_b3g4	16.213	83.787	47.653	52.347	83.83	224	0.875	bilinear	-78.307	-51.317	+4
475	ssl_resnet50	15.960	84.040	49.467	50.533	25.56	224	0.875	bilinear	-78.490	-49.453	+14
476	edgenext_small_rw	15.933	84.067	49.653	50.347	7.83	320	1.000	bicubic	-78.727	-49.137	-19
477	regnety_320	15.627	84.373	44.827	55.173	145.05	224	0.875	bicubic	-78.913	-53.963	-3
478	vit_base_patch32_384.augreg_in1k	15.613	84.387	44.107	55.893	88.30	384	1.000	bicubic	-78.027	-54.293	+93
479	ecaresnet101d_pruned	15.600	84.400	48.027	51.973	24.88	224	0.875	bicubic	-79.480	-50.953	-69
480	convmixer_768_32	15.533	84.467	47.933	52.067	21.11	224	0.960	bicubic	-78.967	-50.917	-1
481	ecaresnet26t	15.467	84.533	47.920	52.080	16.01	320	0.950	bicubic	-78.843	-50.560	+21
482	coat_tiny	15.413	84.587	45.600	54.400	5.50	224	0.900	bicubic	-78.177	-52.830	+95
483	skresnext50_32x4d	15.373	84.627	44.493	55.507	27.48	224	0.875	bicubic	-78.887	-53.967	+26
484	vit_relpos_base_patch32_plus_rpn_256.sw_in1k	15.267	84.733	42.627	57.373	119.42	256	0.900	bicubic	-78.453	-55.913	+81
485	ecaresnetlight	15.160	84.840	45.827	54.173	30.16	224	0.875	bicubic	-79.610	-52.973	-41
486	cait_xxs24_224	15.160	84.840	44.960	55.040	11.96	224	1.000	bicubic	-78.440	-53.580	+91
487	vit_base_patch16_224.augreg_in1k	14.987	85.013	41.987	58.013	86.57	224	0.900	bicubic	-78.643	-56.253	+86
488	levit_192	14.893	85.107	44.920	55.080	10.95	224	0.900	bicubic	-79.277	-53.620	+31
489	rexnet_150	14.720	85.280	46.907	53.093	9.73	224	0.875	bicubic	-79.760	-51.883	-5
490	darknet53	14.693	85.307	47.120	52.880	41.61	288	1.000	bicubic	-79.937	-51.770	-31
491	resnext50_32x4d	14.613	85.387	44.187	55.813	25.03	224	0.950	bicubic	-79.947	-54.423	-20
492	darknetaa53	14.573	85.427	45.413	54.587	36.02	288	1.000	bilinear	-79.897	-53.357	-7
493	coat_lite_mini	14.507	85.493	44.507	55.493	11.01	224	0.900	bicubic	-79.553	-54.053	+38
494	efficientnet_el_pruned.in1k	14.480	85.520	46.120	53.880	10.59	300	0.904	bicubic	-79.920	-52.620	0
495	seresnet33ts	14.440	85.560	46.107	53.893	19.78	256	0.900	bicubic	-80.420	-52.423	-58
496	efficientnet_b2.ra_in1k	14.440	85.560	46.080	53.920	9.11	288	1.000	bicubic	-80.170	-52.630	-30
497	poolformer_s24	14.267	85.733	47.240	52.760	21.39	224	0.900	bicubic	-80.293	-51.550	-28
498	seresnet50	14.147	85.853	45.467	54.533	28.09	224	0.875	bicubic	-80.403	-53.243	-27
499	legacy_seresnext101_32x4d	14.147	85.853	42.973	57.027	48.96	224	0.875	bilinear	-80.223	-55.677	-1
500	fbnetv3_d.ra2_in1k	14.133	85.867	46.453	53.547	10.31	256	0.950	bilinear	-79.797	-52.287	+42
501	eca_resnet33ts	14.093	85.907	47.347	52.653	19.68	256	0.900	bicubic	-80.097	-51.413	+14
502	gernet_m	14.013	85.987	46.067	53.933	21.14	224	0.875	bilinear	-80.607	-52.703	-39
503	pvt_v2_b1	14.000	86.000	47.720	52.280	14.01	224	0.900	bicubic	-79.820	-50.940	+52
504	mobilevitv2_125	13.987	86.013	44.933	55.067	7.48	256	0.888	bicubic	-79.973	-53.657	+35
505	gluon_resnext101_32x4d	13.867	86.133	41.653	58.347	44.18	224	0.875	bicubic	-80.663	-57.127	-28
506	gcresnet33ts	13.760	86.240	45.053	54.947	19.88	256	0.900	bicubic	-80.710	-53.717	-20
507	gluon_seresnext50_32x4d	13.600	86.400	43.760	56.240	27.56	224	0.875	bicubic	-80.740	-54.850	-7
508	resmlp_36_224	13.507	86.493	46.693	53.307	44.69	224	0.875	bicubic	-80.683	-51.647	+8
509	resnet50_gn	13.453	86.547	42.747	57.253	25.56	224	0.940	bicubic	-80.897	-55.963	-10
510	repvgg_b2g4	13.440	86.560	43.787	56.213	61.76	224	0.875	bilinear	-80.420	-54.803	+41
511	vit_small_patch16_224.augreg_in1k	13.400	86.600	41.400	58.600	22.05	224	0.900	bicubic	-80.490	-57.040	+38
512	eca_botnext26ts_256	13.373	86.627	42.160	57.840	10.59	256	0.950	bicubic	-80.417	-56.340	+46
513	ese_vovnet39b	13.320	86.680	43.813	56.187	24.57	224	0.875	bicubic	-80.770	-54.847	+15
514	regnetx_320	13.307	86.693	40.720	59.280	107.81	224	0.875	bicubic	-81.153	-58.050	-26
515	pit_xs_distilled_224	13.240	86.760	44.573	55.427	11.00	224	0.900	bicubic	-80.570	-53.837	+41
516	efficientnet_b3_pruned.in1k	13.173	86.827	45.213	54.787	9.86	300	0.904	bicubic	-81.457	-53.607	-54
517	gluon_resnet101_v1d	13.160	86.840	41.493	58.507	44.57	224	0.875	bicubic	-81.060	-57.057	-4
518	mixnet_xl.ra_in1k	13.120	86.880	43.253	56.747	11.90	224	0.875	bicubic	-81.070	-55.407	-1
519	cspresnext50	13.080	86.920	44.920	55.080	20.57	256	0.887	bilinear	-81.760	-53.850	-78
520	efficientformer_l1	13.027	86.973	45.600	54.400	12.29	224	0.950	bicubic	-81.463	-53.230	-40
521	eca_halonext26ts	12.960	87.040	42.773	57.227	10.76	256	0.940	bicubic	-81.080	-55.717	+11
522	nf_regnet_b1	12.947	87.053	44.400	55.600	10.22	288	0.900	bicubic	-81.173	-54.340	+5
523	mobilevit_s	12.880	87.120	40.773	59.227	5.58	256	0.900	bicubic	-80.300	-57.647	+88
524	pit_xs_224	12.813	87.187	42.840	57.160	10.62	224	0.900	bicubic	-80.297	-55.550	+94
525	gluon_inception_v3	12.640	87.360	40.493	59.507	23.83	299	0.875	bicubic	-80.820	-58.077	+63
526	crossvit_9_dagger_240	12.573	87.427	41.773	58.227	8.78	240	0.875	bicubic	-80.327	-56.467	+104
527	coat_lite_tiny	12.520	87.480	41.160	58.840	5.72	224	0.900	bicubic	-80.720	-57.100	+82
528	convnext_femto_ols.d1_in1k	12.493	87.507	44.000	56.000	5.23	288	0.950	bicubic	-81.427	-54.520	+15
529	resmlp_24_224	12.493	87.507	43.427	56.573	30.02	224	0.875	bicubic	-81.527	-54.903	+4
530	regnety_120	12.427	87.573	42.200	57.800	51.82	224	0.875	bicubic	-82.053	-56.610	-47
531	efficientnet_em.ra2_in1k	12.360	87.640	43.880	56.120	6.90	240	0.882	bicubic	-81.480	-54.930	+21
532	hrnet_w64	12.027	87.973	40.787	59.213	128.06	224	0.875	bilinear	-81.983	-57.823	+3
533	cspdarknet53	12.013	87.987	43.253	56.747	27.64	256	0.887	bilinear	-82.647	-55.547	-77
534	xcit_tiny_12_p16_224_dist	11.947	88.053	40.133	59.867	6.72	224	1.000	bicubic	-81.443	-58.367	+61
535	gluon_resnet101_v1s	11.880	88.120	40.973	59.027	44.67	224	0.875	bicubic	-82.840	-57.847	-84
536	gmixer_24_224	11.853	88.147	37.773	62.227	24.72	224	0.875	bicubic	-80.977	-60.407	+99
537	nf_resnet50	11.760	88.240	45.933	54.067	25.56	288	0.940	bicubic	-82.800	-52.947	-67
538	fbnetv3_b.ra2_in1k	11.747	88.253	44.387	55.613	8.60	256	0.950	bilinear	-82.213	-54.243	-1
539	resnet50d	11.693	88.307	42.453	57.547	25.58	224	0.875	bicubic	-82.567	-56.117	-32
540	dpn92	11.627	88.373	40.267	59.733	37.67	224	0.875	bicubic	-82.603	-58.463	-29
541	xception41	11.600	88.400	39.133	60.867	26.97	299	0.903	bicubic	-81.830	-59.297	+51
542	botnet26t_256	11.587	88.413	40.147	59.853	12.49	256	0.950	bicubic	-81.933	-58.363	+41
543	dla102x2	11.573	88.427	41.293	58.707	41.28	224	0.875	bilinear	-82.377	-57.197	-3
544	vit_small_patch32_224.augreg_in21k_ft_in1k	11.480	88.520	39.573	60.427	22.88	224	0.900	bicubic	-80.560	-58.717	+138
545	levit_128	11.427	88.573	40.267	59.733	9.21	224	0.900	bicubic	-81.913	-58.113	+53
546	lambda_resnet26t	11.373	88.627	40.240	59.760	10.96	256	0.940	bicubic	-82.467	-58.400	+7
547	efficientnet_b2_pruned.in1k	11.360	88.640	42.027	57.973	8.31	260	0.890	bicubic	-82.780	-56.643	-23
548	tf_efficientnet_el.in1k	11.333	88.667	42.040	57.960	10.59	300	0.904	bicubic	-83.077	-56.670	-56
549	xcit_nano_12_p16_384_dist	11.253	88.747	39.867	60.133	3.05	384	1.000	bicubic	-80.567	-58.153	+146
550	convnext_femto.d1_in1k	11.240	88.760	42.827	57.173	5.22	288	0.950	bicubic	-82.680	-55.783	-5
551	halonet26t	11.133	88.867	38.800	61.200	12.48	256	0.950	bicubic	-82.847	-59.700	-15
552	vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k	11.093	88.907	39.987	60.013	6.36	384	1.000	bicubic	-80.947	-58.243	+128
553	gluon_resnet152_v1c	11.093	88.907	37.120	62.880	60.21	224	0.875	bicubic	-83.067	-61.480	-32
554	hrnet_w48	11.080	88.920	40.320	59.680	77.47	224	0.875	bilinear	-82.840	-58.290	-11
555	dpn107	11.080	88.920	38.693	61.307	86.92	224	0.875	bicubic	-83.230	-59.947	-50
556	ecaresnet50d_pruned	11.027	88.973	41.947	58.053	19.94	224	0.875	bicubic	-83.193	-56.783	-44
557	mobilevitv2_100	11.027	88.973	40.600	59.400	4.90	256	0.888	bicubic	-82.243	-57.680	+50
558	tf_efficientnetv2_b2.in1k	11.027	88.973	39.760	60.240	10.10	260	0.890	bicubic	-83.393	-58.810	-67
559	adv_inception_v3	11.013	88.987	36.720	63.280	23.83	299	0.875	bicubic	-81.867	-61.420	+72
560	resnetv2_50	10.960	89.040	39.373	60.627	25.55	224	0.950	bicubic	-83.480	-59.367	-70
561	xcit_tiny_12_p16_224	10.960	89.040	37.040	62.960	6.72	224	1.000	bicubic	-81.540	-61.020	+99
562	tf_efficientnet_b0.ns_jft_in1k	10.933	89.067	40.067	59.933	5.29	224	0.875	bicubic	-82.697	-58.573	+10
563	tf_inception_v3	10.840	89.160	36.880	63.120	23.83	299	0.875	bicubic	-82.480	-61.150	+39
564	xcit_nano_12_p8_224_dist	10.787	89.213	38.080	61.920	3.05	224	1.000	bicubic	-81.303	-60.080	+114
565	dpn131	10.787	89.213	37.200	62.800	79.25	224	0.875	bicubic	-83.223	-61.520	-30
566	tf_efficientnet_b2.ap_in1k	10.533	89.467	40.107	59.893	9.11	260	0.890	bicubic	-83.957	-58.513	-84
567	resnext50d_32x4d	10.413	89.587	39.733	60.267	25.05	224	0.875	bicubic	-83.767	-58.837	-49
568	rexnet_130	10.400	89.600	41.547	58.453	7.56	224	0.875	bicubic	-83.500	-56.853	-22
569	xcit_nano_12_p8_224	10.333	89.667	36.987	63.013	3.05	224	1.000	bicubic	-80.687	-60.813	+150
570	hrnet_w44	10.320	89.680	39.507	60.493	67.06	224	0.875	bilinear	-83.230	-59.193	+9
571	lambda_resnet26rpt_256	10.253	89.747	38.093	61.907	10.99	256	0.940	bicubic	-83.457	-60.417	-5
572	resnext101_32x8d	10.187	89.813	37.827	62.173	88.79	224	0.875	bilinear	-83.643	-60.753	-18
573	regnetx_160	10.147	89.853	38.000	62.000	54.28	224	0.875	bicubic	-83.973	-60.630	-47
574	resnet50	10.133	89.867	37.867	62.133	25.56	224	0.950	bicubic	-84.187	-60.573	-74
575	dpn98	10.133	89.867	36.587	63.413	61.57	224	0.875	bicubic	-83.997	-61.983	-49
576	legacy_seresnext50_32x4d	10.107	89.893	39.200	60.800	27.56	224	0.875	bilinear	-83.623	-59.380	-13
577	resnetrs50	10.093	89.907	37.507	62.493	35.69	224	0.910	bicubic	-84.217	-61.213	-74
578	inception_v3	10.027	89.973	35.227	64.773	23.83	299	0.875	bicubic	-82.693	-62.743	+67
579	efficientnet_b1.ft_in1k	10.013	89.987	37.547	62.453	7.79	256	1.000	bicubic	-83.237	-60.743	+29
580	xception	9.987	90.013	38.027	61.973	22.86	299	0.897	bicubic	-83.473	-60.463	+9
581	dpn68b	9.787	90.213	38.053	61.947	12.61	224	0.875	bicubic	-83.903	-60.457	-14
582	gluon_resnet152_v1b	9.747	90.253	36.067	63.933	60.19	224	0.875	bicubic	-84.333	-62.453	-52
583	tf_efficientnet_lite3.in1k	9.667	90.333	39.000	61.000	8.20	300	0.904	bilinear	-84.533	-59.640	-69
584	tf_efficientnet_b2.aa_in1k	9.653	90.347	38.880	61.120	9.11	260	0.890	bicubic	-84.707	-59.730	-86
585	tf_efficientnet_cc_b1_8e.in1k	9.573	90.427	36.773	63.227	39.72	240	0.882	bicubic	-84.327	-61.487	-38
586	res2net101_26w_4s	9.520	90.480	35.027	64.973	45.21	224	0.875	bilinear	-84.230	-63.283	-25
587	legacy_seresnet152	9.347	90.653	37.413	62.587	66.82	224	0.875	bilinear	-84.053	-60.937	+7
588	cspresnet50	9.253	90.747	39.640	60.360	21.62	256	0.887	bilinear	-84.487	-59.000	-26
589	resnet33ts	9.240	90.760	38.667	61.333	19.68	256	0.900	bicubic	-84.360	-59.773	-14
590	hrnet_w40	9.227	90.773	36.893	63.107	57.56	224	0.875	bilinear	-84.263	-61.687	-3
591	regnetx_120	9.187	90.813	37.200	62.800	46.11	224	0.875	bicubic	-85.053	-61.450	-81
592	seresnext26d_32x4d	9.147	90.853	36.840	63.160	16.81	224	0.875	bicubic	-83.553	-61.310	+54
593	resnest26d	9.080	90.920	37.853	62.147	17.07	224	0.875	bilinear	-84.250	-60.497	+5
594	crossvit_tiny_240	9.080	90.920	34.600	65.400	7.01	240	0.875	bicubic	-81.170	-62.990	+144
595	vit_tiny_patch16_224.augreg_in21k_ft_in1k	9.067	90.933	34.573	65.427	5.72	224	0.900	bicubic	-82.693	-63.287	+102
596	vit_base_patch16_224.sam	8.987	91.013	36.173	63.827	86.57	224	0.900	bicubic	-85.153	-62.357	-73
597	gluon_resnext50_32x4d	8.947	91.053	36.333	63.667	25.03	224	0.875	bicubic	-84.863	-62.337	-40
598	seresnext26t_32x4d	8.893	91.107	36.907	63.093	16.81	224	0.875	bicubic	-83.927	-61.463	+37
599	rexnet_100	8.893	91.107	36.373	63.627	4.80	224	0.875	bicubic	-84.137	-61.927	+26
600	bat_resnext26ts	8.867	91.133	36.427	63.573	10.73	256	0.900	bicubic	-84.463	-62.203	+1
601	mixnet_l.ft_in1k	8.853	91.147	36.187	63.813	7.33	224	0.875	bicubic	-84.597	-62.033	-10
602	convit_tiny	8.840	91.160	34.360	65.640	5.71	224	0.875	bicubic	-81.790	-63.380	+130
603	mobilenetv3_large_100.miil_in21k_ft_in1k	8.840	91.160	32.973	67.027	5.48	224	0.875	bilinear	-83.420	-64.667	+69
604	resnet32ts	8.760	91.240	37.200	62.800	17.96	256	0.900	bicubic	-84.700	-61.330	-14
605	gcresnext26ts	8.680	91.320	35.733	64.267	10.48	256	0.900	bicubic	-84.090	-62.307	+34
606	levit_128s	8.653	91.347	33.107	66.893	7.78	224	0.900	bicubic	-83.317	-64.953	+80
607	dla169	8.640	91.360	36.040	63.960	53.39	224	0.875	bilinear	-84.700	-62.560	-10
608	hrnet_w30	8.613	91.387	37.040	62.960	37.71	224	0.875	bilinear	-84.587	-61.370	+2
609	mixer_b16_224	8.600	91.400	29.413	70.587	59.88	224	0.875	bicubic	-83.270	-68.507	+83
610	convnext_atto_ols.a2_in1k	8.560	91.440	35.067	64.933	3.70	288	0.950	bicubic	-84.520	-63.403	+9
611	legacy_seresnet101	8.533	91.467	36.013	63.987	49.33	224	0.875	bilinear	-84.747	-62.497	-5
612	tf_efficientnet_b1.ap_in1k	8.453	91.547	35.253	64.747	7.79	240	0.882	bicubic	-85.237	-63.107	-44
613	repvgg_b2	8.427	91.573	36.467	63.533	89.02	224	0.875	bilinear	-85.073	-62.263	-29
614	resmlp_12_distilled_224	8.307	91.693	36.853	63.147	15.35	224	0.875	bicubic	-84.523	-61.287	+20
615	crossvit_9_240	8.280	91.720	34.107	65.893	8.55	240	0.875	bicubic	-82.360	-63.633	+116
616	resnetblur50	8.240	91.760	37.400	62.600	25.56	224	0.875	bicubic	-85.720	-61.160	-78
617	dla102x	8.200	91.800	37.013	62.987	26.31	224	0.875	bilinear	-85.320	-61.287	-35
618	eca_resnext26ts	8.080	91.920	35.960	64.040	10.30	256	0.900	bicubic	-84.530	-62.300	+36
619	hrnet_w32	8.040	91.960	37.507	62.493	41.23	224	0.875	bilinear	-85.490	-60.943	-38
620	cs3darknet_m	8.000	92.000	36.520	63.480	9.31	288	0.950	bicubic	-85.350	-62.080	-24
621	res2net50_26w_8s	8.000	92.000	33.853	66.147	48.40	224	0.875	bilinear	-85.540	-64.407	-41
622	vit_base_patch32_224.augreg_in1k	8.000	92.000	30.467	69.533	88.22	224	0.900	bicubic	-83.190	-66.913	+90
623	gluon_resnet101_v1c	7.987	92.013	33.360	66.640	44.57	224	0.875	bicubic	-85.683	-65.060	-54
624	gluon_resnet50_v1d	7.920	92.080	35.000	65.000	25.58	224	0.875	bicubic	-85.850	-63.390	-65
625	mobilevitv2_075	7.800	92.200	33.640	66.360	2.87	256	0.888	bicubic	-83.960	-64.400	+73
626	dla60_res2next	7.787	92.213	34.987	65.013	17.03	224	0.875	bilinear	-85.393	-63.443	-13
627	mobilevit_xs	7.733	92.267	32.507	67.493	2.32	256	0.900	bicubic	-83.097	-65.413	+99
628	densenetblur121d	7.720	92.280	34.733	65.267	8.00	224	0.875	bicubic	-84.190	-63.337	+61
629	deit_tiny_distilled_patch16_224	7.707	92.293	33.560	66.440	5.91	224	0.900	bicubic	-82.993	-64.010	+99
630	tf_efficientnetv2_b1.in1k	7.693	92.307	34.653	65.347	8.14	240	0.882	bicubic	-86.247	-63.967	-89
631	convnext_atto.d2_in1k	7.600	92.400	35.040	64.960	3.70	288	0.950	bicubic	-85.190	-63.020	+7
632	dla60_res2net	7.560	92.440	34.627	65.373	20.85	224	0.875	bilinear	-85.620	-63.783	-20
633	efficientnet_b1_pruned.in1k	7.440	92.560	34.533	65.467	6.33	240	0.882	bicubic	-85.330	-63.727	+7
634	wide_resnet101_2	7.360	92.640	34.147	65.853	126.89	224	0.875	bilinear	-86.360	-63.923	-70
635	regnetx_064	7.333	92.667	34.373	65.627	26.21	224	0.875	bicubic	-86.557	-64.257	-87
636	deit_tiny_patch16_224	7.307	92.693	30.707	69.293	5.72	224	0.900	bicubic	-82.363	-66.743	+112
637	edgenext_x_small	7.280	92.720	30.947	69.053	2.34	288	1.000	bicubic	-84.440	-66.923	+64
638	hardcorenas_e	7.240	92.760	33.293	66.707	8.07	224	0.875	bilinear	-85.330	-64.817	+18
639	gluon_resnet101_v1b	7.227	92.773	32.773	67.227	44.55	224	0.875	bicubic	-86.523	-65.607	-79
640	efficientnet_b0.ra_in1k	7.213	92.787	34.013	65.987	5.29	224	0.875	bicubic	-85.477	-64.277	+8
641	gluon_resnet50_v1s	7.213	92.787	33.507	66.493	25.68	224	0.875	bicubic	-86.407	-64.953	-67
642	tf_mixnet_l.in1k	7.147	92.853	31.613	68.387	7.33	224	0.875	bicubic	-86.163	-66.417	-39
643	tf_efficientnet_b1.aa_in1k	7.133	92.867	33.040	66.960	7.79	240	0.882	bicubic	-86.367	-65.490	-57
644	tf_efficientnet_cc_b0_8e.in1k	7.120	92.880	31.787	68.213	24.01	224	0.875	bicubic	-85.710	-66.093	-11
645	convmixer_1024_20_ks9_p14	7.093	92.907	33.053	66.947	24.38	224	0.960	bicubic	-85.337	-65.217	+18
646	seresnext26ts	7.040	92.960	34.933	65.067	10.39	256	0.900	bicubic	-85.650	-63.137	+1
647	resmlp_12_224	7.013	92.987	33.947	66.053	15.35	224	0.875	bicubic	-85.197	-64.213	+28
648	cs3darknet_focus_m	6.947	93.053	34.600	65.400	9.30	288	0.950	bicubic	-86.003	-63.790	-21
649	hardcorenas_f	6.827	93.173	34.093	65.907	8.20	224	0.875	bilinear	-86.123	-64.067	-21
650	ese_vovnet19b_dw	6.733	93.267	33.413	66.587	6.54	224	0.875	bicubic	-85.557	-64.677	+20
651	selecsls60b	6.733	93.267	33.267	66.733	32.77	224	0.875	bicubic	-86.567	-65.123	-46
652	efficientnet_es.ra_in1k	6.707	93.293	33.840	66.160	5.44	224	0.875	bicubic	-86.433	-64.580	-38
653	res2net50_26w_6s	6.693	93.307	31.653	68.347	37.05	224	0.875	bilinear	-86.717	-66.627	-60
654	legacy_seresnext26_32x4d	6.627	93.373	33.253	66.747	16.79	224	0.875	bicubic	-86.013	-64.877	-3
655	tinynet_a.in1k	6.627	93.373	32.213	67.787	6.19	192	0.875	bicubic	-85.813	-65.867	+5
656	mixnet_m.ft_in1k	6.627	93.373	32.053	67.947	5.01	224	0.875	bicubic	-85.803	-65.817	+9
657	pit_ti_distilled_224	6.627	93.373	30.760	69.240	5.10	224	0.900	bicubic	-84.273	-66.940	+67
658	poolformer_s12	6.560	93.440	34.467	65.533	11.92	224	0.900	bicubic	-86.060	-63.733	-6
659	skresnet34	6.480	93.520	31.547	68.453	22.28	224	0.875	bicubic	-85.910	-66.603	+8
660	repvgg_b1	6.467	93.533	33.827	66.173	57.42	224	0.875	bilinear	-86.863	-64.683	-60
661	hardcorenas_d	6.440	93.560	32.213	67.787	7.50	224	0.875	bilinear	-85.960	-65.857	+4
662	dla60x	6.427	93.573	34.080	65.920	17.35	224	0.875	bilinear	-86.693	-64.430	-47
663	resnet34d	6.400	93.600	31.493	68.507	21.82	224	0.875	bicubic	-86.280	-66.817	-14
664	regnetx_080	6.307	93.693	32.320	67.680	39.57	224	0.875	bicubic	-87.563	-66.200	-114
665	swsl_resnet18	6.240	93.760	31.600	68.400	11.69	224	0.875	bilinear	-84.450	-66.100	+65
666	legacy_seresnet50	6.187	93.813	32.653	67.347	28.09	224	0.875	bilinear	-86.773	-65.537	-40
667	resnet26t	6.120	93.880	32.280	67.720	16.01	256	0.940	bicubic	-86.630	-65.930	-26
668	pit_ti_224	6.120	93.880	30.227	69.773	4.85	224	0.900	bicubic	-83.820	-67.223	+76
669	tv_resnet152	6.040	93.960	32.053	67.947	60.19	224	0.875	bilinear	-87.260	-66.227	-65
670	regnetx_040	5.973	94.027	31.547	68.453	22.12	224	0.875	bicubic	-87.587	-66.993	-92
671	tf_efficientnet_cc_b0_4e.in1k	5.973	94.027	29.600	70.400	13.31	224	0.875	bicubic	-86.617	-68.480	-16
672	tf_efficientnetv2_b0.in1k	5.893	94.107	30.773	69.227	7.14	224	0.875	bicubic	-87.217	-67.537	-55
673	dla102	5.880	94.120	32.707	67.293	33.27	224	0.875	bilinear	-87.180	-65.833	-53
674	mixer_l16_224	5.867	94.133	18.533	81.467	208.20	224	0.875	bicubic	-81.283	-74.987	+98
675	regnety_016	5.680	94.320	30.413	69.587	11.20	224	0.875	bicubic	-87.350	-67.947	-53
676	selecsls60	5.653	94.347	32.507	67.493	30.67	224	0.875	bicubic	-87.377	-65.683	-53
677	hardcorenas_c	5.640	94.360	30.400	69.600	5.52	224	0.875	bilinear	-86.380	-67.440	+6
678	res2next50	5.627	94.373	30.867	69.133	24.67	224	0.875	bilinear	-87.213	-67.313	-46
679	hrnet_w18	5.493	94.507	30.960	69.040	21.30	224	0.875	bilinear	-86.827	-67.280	-10
680	resnest14d	5.480	94.520	28.547	71.453	10.61	224	0.875	bilinear	-86.240	-69.063	+20
681	tf_efficientnet_lite2.in1k	5.360	94.640	30.907	69.093	6.09	260	0.890	bicubic	-87.290	-67.323	-31
682	tf_efficientnet_em.in1k	5.347	94.653	31.107	68.893	6.90	240	0.882	bicubic	-87.583	-67.083	-53
683	gernet_s	5.307	94.693	30.133	69.867	8.17	224	0.875	bilinear	-86.833	-68.057	-5
684	tf_efficientnet_b0.ap_in1k	5.307	94.693	28.813	71.187	5.29	224	0.875	bicubic	-86.893	-69.207	-8
685	repvgg_b1g4	5.293	94.707	30.813	69.187	39.97	224	0.875	bilinear	-87.687	-67.617	-61
686	densenet121	5.293	94.707	29.907	70.093	7.98	224	0.875	bicubic	-86.277	-68.123	+17
687	xcit_nano_12_p16_224_dist	5.240	94.760	26.560	73.440	3.05	224	1.000	bicubic	-84.440	-70.530	+60
688	res2net50_26w_4s	5.160	94.840	29.360	70.640	25.70	224	0.875	bilinear	-87.340	-68.880	-27
689	tf_mixnet_m.in1k	5.080	94.920	28.147	71.853	5.01	224	0.875	bicubic	-87.250	-69.743	-21
690	vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k	5.080	94.920	27.080	72.920	6.34	224	0.900	bicubic	-84.090	-70.150	+62
691	tf_efficientnet_b0.aa_in1k	5.067	94.933	28.800	71.200	5.29	224	0.875	bicubic	-87.183	-69.200	-19
692	mobilenetv3_large_100.ra_in1k	5.067	94.933	28.187	71.813	5.48	224	0.875	bicubic	-86.253	-69.523	+16
693	res2net50_14w_8s	5.040	94.960	28.773	71.227	25.06	224	0.875	bilinear	-87.700	-69.497	-49
694	hardcorenas_b	4.947	95.053	28.120	71.880	5.18	224	0.875	bilinear	-86.823	-69.660	+2
695	mobilenetv3_rw.rmsp_in1k	4.907	95.093	29.853	70.147	5.48	224	0.875	bicubic	-86.303	-67.807	+14
696	mixnet_s.ft_in1k	4.907	95.093	28.573	71.427	4.13	224	0.875	bicubic	-86.923	-69.287	-1
697	gluon_resnet50_v1c	4.893	95.107	28.147	71.853	25.58	224	0.875	bicubic	-88.137	-70.243	-76
698	hardcorenas_a	4.867	95.133	28.093	71.907	5.26	224	0.875	bilinear	-86.483	-69.767	+8
699	regnetx_032	4.853	95.147	30.280	69.720	15.30	224	0.875	bicubic	-88.267	-68.110	-83
700	xcit_nano_12_p16_224	4.853	95.147	25.467	74.533	3.05	224	1.000	bicubic	-83.757	-71.323	+63
701	tv_resnext50_32x4d	4.840	95.160	30.307	69.693	25.03	224	0.875	bilinear	-87.900	-67.873	-58
702	tv_resnet101	4.707	95.293	29.333	70.667	44.55	224	0.875	bilinear	-88.103	-68.917	-65
703	densenet161	4.693	95.307	29.547	70.453	28.68	224	0.875	bicubic	-87.807	-68.743	-44
704	resnext26ts	4.693	95.307	29.027	70.973	10.30	256	0.900	bicubic	-87.177	-68.223	-13
705	selecsls42b	4.667	95.333	28.587	71.413	32.46	224	0.875	bicubic	-87.613	-69.563	-34
706	tf_efficientnet_lite1.in1k	4.613	95.387	28.387	71.613	5.42	240	0.882	bicubic	-88.007	-69.693	-53
707	mobilenetv2_120d.ra_in1k	4.533	95.467	29.280	70.720	5.83	224	0.875	bicubic	-87.867	-68.770	-41
708	pvt_v2_b0	4.347	95.653	25.907	74.093	3.67	224	0.900	bicubic	-84.443	-70.823	+52
709	vit_base_patch32_224.sam	4.333	95.667	24.387	75.613	88.22	224	0.900	bicubic	-85.417	-72.613	+36
710	edgenext_xx_small	4.240	95.760	24.093	75.907	1.33	288	1.000	bicubic	-84.640	-72.887	+49
711	tinynet_b.in1k	4.187	95.813	26.720	73.280	3.73	188	0.875	bicubic	-86.733	-70.950	+10
712	efficientnet_es_pruned.in1k	4.187	95.813	26.520	73.480	5.44	224	0.875	bicubic	-86.993	-71.230	+2
713	fbnetc_100.rmsp_in1k	4.133	95.867	25.933	74.067	5.57	224	0.875	bilinear	-86.567	-71.277	+16
714	densenet201	4.120	95.880	27.547	72.453	20.01	224	0.875	bicubic	-88.630	-70.683	-73
715	gluon_resnet50_v1b	4.120	95.880	26.933	73.067	25.56	224	0.875	bicubic	-88.420	-71.237	-57
716	resnet26d	4.040	95.960	28.520	71.480	16.01	224	0.875	bicubic	-88.030	-69.440	-36
717	semnasnet_100.rmsp_in1k	3.960	96.040	26.947	73.053	3.89	224	0.875	bicubic	-87.320	-70.613	-9
718	repvgg_a2	3.947	96.053	27.267	72.733	28.21	224	0.875	bilinear	-87.993	-70.883	-31
719	mobilevitv2_050	3.933	96.067	23.880	76.120	1.37	256	0.888	bicubic	-84.297	-73.110	+47
720	tf_mixnet_s.in1k	3.880	96.120	25.253	74.747	4.13	224	0.875	bicubic	-87.630	-72.367	-17
721	semnasnet_075.rmsp_in1k	3.867	96.133	27.027	72.973	2.91	224	0.875	bicubic	-86.203	-70.403	+19
722	dpn68	3.867	96.133	26.080	73.920	12.61	224	0.875	bicubic	-88.143	-71.970	-37
723	tf_efficientnet_es.in1k	3.827	96.173	26.107	73.893	5.44	224	0.875	bicubic	-88.153	-71.753	-39
724	mobilevit_xxs	3.827	96.173	21.747	78.253	1.27	256	0.900	bicubic	-83.343	-74.353	+48
725	regnety_008	3.813	96.187	27.133	72.867	6.26	224	0.875	bicubic	-87.937	-71.047	-26
726	dla60	3.773	96.227	27.933	72.067	22.04	224	0.875	bilinear	-88.457	-70.177	-52
727	ssl_resnet18	3.747	96.253	25.427	74.573	11.69	224	0.875	bilinear	-86.473	-72.123	+11
728	mobilenetv2_140.ra_in1k	3.720	96.280	26.747	73.253	6.11	224	0.875	bicubic	-88.110	-70.943	-35
729	densenet169	3.707	96.293	25.613	74.387	14.15	224	0.875	bicubic	-88.223	-72.487	-41
730	regnetx_016	3.627	96.373	26.293	73.707	9.19	224	0.875	bicubic	-88.543	-71.917	-53
731	res2net50_48w_2s	3.587	96.413	26.613	73.387	25.29	224	0.875	bilinear	-88.963	-71.467	-74
732	tf_mobilenetv3_large_100.in1k	3.547	96.453	25.053	74.947	5.48	224	0.875	bilinear	-87.693	-72.607	-24
733	spnasnet_100.rmsp_in1k	3.547	96.453	24.293	75.707	4.42	224	0.875	bilinear	-86.803	-72.897	+4
734	regnety_006	3.467	96.533	24.893	75.107	6.06	224	0.875	bicubic	-87.903	-72.817	-29
735	legacy_seresnet34	3.333	96.667	23.800	76.200	21.96	224	0.875	bilinear	-87.557	-73.910	-10
736	efficientnet_lite0.ra_in1k	3.253	96.747	25.867	74.133	4.65	224	0.875	bicubic	-87.887	-71.763	-22
737	ghostnet_100	3.227	96.773	24.853	75.147	5.18	224	0.875	bilinear	-86.793	-72.517	+4
738	dla34	3.227	96.773	23.573	76.427	15.74	224	0.875	bilinear	-87.533	-74.087	-10
739	regnety_004	3.200	96.800	22.653	77.347	4.34	224	0.875	bicubic	-87.300	-74.887	-5
740	mobilenetv2_110d.ra_in1k	3.173	96.827	24.587	75.413	4.52	224	0.875	bicubic	-87.777	-72.963	-19
741	mnasnet_100.rmsp_in1k	3.120	96.880	24.227	75.773	4.38	224	0.875	bicubic	-87.390	-73.243	-8
742	tinynet_c.in1k	3.093	96.907	21.533	78.467	2.46	184	0.875	bicubic	-84.677	-74.837	+25
743	tf_efficientnet_lite0.in1k	3.080	96.920	22.907	77.093	4.65	224	0.875	bicubic	-87.960	-74.683	-25
744	skresnet18	3.013	96.987	22.800	77.200	11.96	224	0.875	bicubic	-86.647	-74.430	+5
745	vgg19_bn	2.947	97.053	23.480	76.520	143.68	224	0.875	bilinear	-87.133	-74.100	-5
746	resnet34	2.920	97.080	23.680	76.320	21.80	224	0.875	bilinear	-88.210	-73.940	-31
747	tf_mobilenetv3_large_075.in1k	2.867	97.133	21.573	78.427	3.99	224	0.875	bilinear	-86.813	-75.637	-1
748	tinynet_d.in1k	2.867	97.133	17.813	82.187	2.34	152	0.875	bicubic	-81.883	-77.367	+33
749	resnet14t	2.787	97.213	19.267	80.733	10.08	224	0.950	bilinear	-86.263	-77.353	+5
750	hrnet_w18_small_v2	2.720	97.280	23.693	76.307	15.60	224	0.875	bilinear	-88.470	-74.207	-39
751	gluon_resnet34_v1b	2.667	97.333	21.680	78.320	21.80	224	0.875	bicubic	-88.293	-75.950	-31
752	vgg16_bn	2.653	97.347	23.773	76.227	138.37	224	0.875	bilinear	-87.437	-73.597	-14
753	regnetx_008	2.653	97.347	22.453	77.547	7.26	224	0.875	bicubic	-88.397	-75.257	-35
754	vgg16	2.640	97.360	20.427	79.573	138.36	224	0.875	bilinear	-85.910	-76.363	+10
755	lcnet_100.ra2_in1k	2.613	97.387	20.893	79.107	2.95	224	0.875	bicubic	-86.177	-75.967	+6
756	resnet18d	2.600	97.400	21.613	78.387	11.71	224	0.875	bicubic	-86.680	-75.537	-5
757	tv_densenet121	2.560	97.440	22.667	77.333	7.98	224	0.875	bicubic	-88.330	-74.913	-33
758	repvgg_b0	2.547	97.453	24.013	75.987	15.82	224	0.875	bilinear	-88.883	-73.977	-54
759	regnetx_006	2.507	97.493	20.653	79.347	6.20	224	0.875	bicubic	-87.843	-76.777	-24
760	legacy_seresnet18	2.493	97.507	20.080	79.920	11.78	224	0.875	bicubic	-86.387	-76.610	-2
761	resnet26	2.480	97.520	22.987	77.013	16.00	224	0.875	bicubic	-88.630	-74.753	-45
762	lcnet_075.ra2_in1k	2.320	97.680	17.120	82.880	2.36	224	0.875	bicubic	-83.670	-78.560	+16
763	mobilenetv3_small_075.lamb_in1k	2.307	97.693	15.920	84.080	2.04	224	0.875	bicubic	-80.733	-78.180	+24
764	mobilenetv2_100.ra_in1k	2.147	97.853	19.907	80.093	3.50	224	0.875	bicubic	-87.453	-77.233	-14
765	regnety_002	2.147	97.853	18.880	81.120	3.16	224	0.875	bicubic	-85.233	-77.710	+5
766	vgg19	2.107	97.893	20.733	79.267	143.67	224	0.875	bilinear	-86.933	-76.137	-11
767	vgg13_bn	2.093	97.907	20.307	79.693	133.05	224	0.875	bilinear	-86.667	-76.663	-5
768	tf_mobilenetv3_small_100.in1k	2.013	97.987	15.867	84.133	2.54	224	0.875	bilinear	-83.177	-79.903	+12
769	mobilenetv3_small_100.lamb_in1k	2.000	98.000	17.080	82.920	2.54	224	0.875	bicubic	-83.220	-78.540	+10
770	tf_mobilenetv3_small_075.in1k	2.000	98.000	14.813	85.187	2.04	224	0.875	bilinear	-81.520	-79.977	+16
771	regnetx_004	1.960	98.040	19.173	80.827	5.16	224	0.875	bicubic	-86.940	-77.947	-14
772	tv_resnet34	1.867	98.133	20.000	80.000	21.80	224	0.875	bilinear	-88.073	-77.340	-28
773	vgg13	1.867	98.133	17.960	82.040	133.05	224	0.875	bilinear	-85.183	-78.360	0
774	tinynet_e.in1k	1.853	98.147	14.027	85.973	2.04	106	0.875	bicubic	-77.047	-78.533	+16
775	mobilenetv3_small_050.lamb_in1k	1.840	98.160	12.507	87.493	1.59	224	0.875	bicubic	-75.150	-78.793	+16
776	lcnet_050.ra2_in1k	1.813	98.187	13.880	86.120	1.88	224	0.875	bicubic	-79.967	-79.830	+12
777	dla46x_c	1.760	98.240	16.480	83.520	1.07	224	0.875	bilinear	-82.490	-78.790	+6
778	mnasnet_small.lamb_in1k	1.760	98.240	15.093	84.907	2.03	224	0.875	bicubic	-82.680	-80.087	+4
779	resnet10t	1.733	98.267	15.813	84.187	5.44	224	0.950	bilinear	-84.467	-79.837	-3
780	vgg11_bn	1.720	98.280	18.093	81.907	132.87	224	0.875	bilinear	-85.780	-78.727	-12
781	tf_mobilenetv3_large_minimal_100.in1k	1.627	98.373	17.120	82.880	3.92	224	0.875	bilinear	-87.343	-79.740	-25
782	dla60x_c	1.613	98.387	18.040	81.960	1.32	224	0.875	bilinear	-84.677	-78.120	-7
783	mobilenetv2_050.lamb_in1k	1.613	98.387	14.200	85.800	1.97	224	0.875	bicubic	-82.277	-80.520	+1
784	vgg11	1.560	98.440	16.227	83.773	132.86	224	0.875	bilinear	-84.990	-80.053	-10
785	gluon_resnet18_v1b	1.547	98.453	16.613	83.387	11.69	224	0.875	bicubic	-86.853	-80.067	-20
786	hrnet_w18_small	1.533	98.467	18.120	81.880	13.19	224	0.875	bilinear	-87.517	-78.990	-33
787	dla46_c	1.520	98.480	15.267	84.733	1.30	224	0.875	bilinear	-82.130	-79.653	-2
788	regnetx_002	1.373	98.627	15.027	84.973	2.68	224	0.875	bicubic	-84.817	-80.953	-11
789	resnet18	1.160	98.840	16.213	83.787	11.69	224	0.875	bilinear	-86.230	-80.077	-20
790	tf_mobilenetv3_small_minimal_100.in1k	1.013	98.987	11.493	88.507	2.04	224	0.875	bilinear	-80.367	-82.177	-1
791	tv_resnet50	0.000	100.000	14.453	85.547	25.56	224	0.875	bilinear	-91.880	-83.587	-101