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

1	model	top1	top1_err	top5	top5_err	param_count	img_size	cropt_pct	interpolation	top1_diff	top5_diff	rank_diff
2	tf_efficientnet_l2_ns	84.760	15.240	96.147	3.853	480.31	800	0.960	bicubic	-13.790	-3.673	+1
3	tf_efficientnet_l2_ns_475	83.400	16.600	95.453	4.547	480.31	475	0.936	bicubic	-15.100	-4.377	+2
4	beit_large_patch16_512	81.640	18.360	94.893	5.107	305.67	512	1.000	bicubic	-16.920	-4.947	-2
5	beit_large_patch16_384	79.133	20.867	94.280	5.720	305.00	384	1.000	bicubic	-19.387	-5.540	-1
6	vit_large_patch16_384	71.227	28.773	89.853	10.147	304.72	384	1.000	bicubic	-26.983	-9.947	+2
7	convnext_xlarge_384_in22ft1k	70.813	29.187	90.387	9.613	350.20	384	1.000	bicubic	-27.537	-9.413	-1
8	swin_large_patch4_window12_384	69.613	30.387	89.573	10.427	196.74	384	1.000	bicubic	-28.427	-10.117	+2
9	beit_large_patch16_224	68.520	31.480	89.560	10.440	304.43	224	0.900	bicubic	-29.660	-10.200	0
10	convnext_large_384_in22ft1k	68.000	32.000	89.227	10.773	197.77	384	1.000	bicubic	-30.220	-10.503	-3
11	tf_efficientnet_b7_ns	67.040	32.960	88.667	11.333	66.35	600	0.949	bicubic	-30.870	-11.053	+2
12	tf_efficientnetv2_xl_in21ft1k	67.000	33.000	86.867	13.133	208.12	512	1.000	bicubic	-30.650	-12.623	+9
13	tf_efficientnetv2_l_in21ft1k	66.320	33.680	87.840	12.160	118.52	480	1.000	bicubic	-31.380	-11.830	+6
14	beit_base_patch16_384	65.893	34.107	88.507	11.493	86.74	384	1.000	bicubic	-31.917	-11.193	+4
15	convnext_base_384_in22ft1k	64.960	35.040	87.827	12.173	88.59	384	1.000	bicubic	-32.990	-11.823	-4
16	swin_base_patch4_window12_384	64.440	35.560	87.493	12.507	87.90	384	1.000	bicubic	-33.450	-12.217	-2
17	vit_base_patch16_384	63.680	36.320	86.707	13.293	86.86	384	1.000	bicubic	-34.160	-12.963	-1
18	convnext_xlarge_in22ft1k	62.613	37.387	86.000	14.000	350.20	224	0.875	bicubic	-35.307	-13.680	-6
19	cait_m48_448	62.333	37.667	86.453	13.547	356.46	448	1.000	bicubic	-35.147	-13.097	+14
20	tf_efficientnet_b6_ns	62.267	37.733	85.173	14.827	43.04	528	0.942	bicubic	-35.363	-14.407	+3
21	vit_large_r50_s32_384	61.493	38.507	83.960	16.040	329.09	384	1.000	bicubic	-36.367	-15.710	-6
22	tf_efficientnetv2_m_in21ft1k	61.373	38.627	85.400	14.600	54.14	480	1.000	bicubic	-36.107	-14.130	+12
23	ig_resnext101_32x48d	61.027	38.973	83.320	16.680	828.41	224	0.875	bilinear	-36.593	-16.390	+1
24	swin_large_patch4_window7_224	60.920	39.080	85.867	14.133	196.53	224	0.900	bicubic	-36.730	-13.713	-4
25	resnetv2_152x4_bitm	60.787	39.213	83.560	16.440	936.53	480	1.000	bilinear	-36.703	-16.050	+7
26	tf_efficientnet_b5_ns	60.320	39.680	84.467	15.533	30.39	456	0.934	bicubic	-37.180	-15.163	+5
27	xcit_large_24_p8_384_dist	59.880	40.120	85.480	14.520	188.93	384	1.000	bicubic	-37.640	-14.060	+2
28	convnext_large_in22ft1k	59.773	40.227	84.000	16.000	197.77	224	0.875	bicubic	-38.057	-15.690	-11
29	dm_nfnet_f6	59.173	40.827	82.333	17.667	438.36	576	0.956	bicubic	-38.427	-17.217	-4
30	vit_base_patch8_224	58.933	41.067	82.733	17.267	86.58	224	0.900	bicubic	-38.647	-16.937	-3
31	dm_nfnet_f5	58.573	41.427	82.773	17.227	377.21	544	0.954	bicubic	-38.967	-16.797	-3
32	dm_nfnet_f4	58.120	41.880	81.973	18.027	316.07	512	0.951	bicubic	-39.460	-17.537	-6
33	ig_resnext101_32x32d	58.053	41.947	80.600	19.400	468.53	224	0.875	bilinear	-39.317	-19.080	+4
34	cait_m36_384	57.813	42.187	84.813	15.187	271.22	384	1.000	bicubic	-39.587	-14.697	+2
35	xcit_medium_24_p8_384_dist	56.707	43.293	83.400	16.600	84.32	384	1.000	bicubic	-40.583	-16.110	+5
36	dm_nfnet_f3	55.813	44.187	80.947	19.053	254.92	416	0.940	bicubic	-41.537	-18.613	+2
37	vit_large_patch16_224	55.613	44.387	80.080	19.920	304.33	224	0.900	bicubic	-42.027	-19.510	-15
38	vit_base_r50_s16_384	54.640	45.360	81.227	18.773	98.95	384	1.000	bicubic	-42.540	-18.333	+12
39	convnext_base_in22ft1k	54.547	45.453	82.147	17.853	88.59	224	0.875	bicubic	-42.923	-17.463	-4
40	cait_s36_384	54.400	45.600	81.360	18.640	68.37	384	1.000	bicubic	-42.930	-18.170	-1
41	xcit_small_24_p8_384_dist	54.253	45.747	81.533	18.467	47.63	384	1.000	bicubic	-42.987	-18.077	+3
42	resnetv2_101x3_bitm	54.027	45.973	81.027	18.973	387.93	448	1.000	bilinear	-42.963	-18.463	+21
43	resnetv2_152x2_bitm	54.013	45.987	82.013	17.987	236.34	448	1.000	bilinear	-42.997	-17.577	+18
44	tf_efficientnetv2_l	53.173	46.827	79.147	20.853	118.52	480	1.000	bicubic	-44.107	-20.403	-3
45	ig_resnext101_32x16d	53.093	46.907	76.933	23.067	194.03	224	0.875	bilinear	-43.717	-22.667	+29
46	xcit_large_24_p16_384_dist	52.840	47.160	81.827	18.173	189.10	384	1.000	bicubic	-44.680	-17.653	-16
47	swin_base_patch4_window7_224	51.427	48.573	79.987	20.013	87.77	224	0.900	bicubic	-45.823	-19.543	-4
48	swsl_resnext101_32x8d	51.227	48.773	78.240	21.760	88.79	224	0.875	bilinear	-45.973	-21.260	-2
49	tf_efficientnet_b4_ns	51.227	48.773	79.187	20.813	19.34	380	0.922	bicubic	-45.723	-20.393	+17
50	resnetv2_152x2_bit_teacher_384	51.187	48.813	78.480	21.520	236.34	384	1.000	bicubic	-45.643	-20.970	+23
51	beit_base_patch16_224	50.680	49.320	79.693	20.307	86.53	224	0.900	bicubic	-46.410	-19.817	+4
52	xcit_small_12_p8_384_dist	50.573	49.427	79.587	20.413	26.21	384	1.000	bicubic	-46.657	-19.893	-7
53	cait_s24_384	49.720	50.280	78.747	21.253	47.06	384	1.000	bicubic	-47.350	-20.683	+5
54	xcit_medium_24_p16_384_dist	49.333	50.667	79.827	20.173	84.40	384	1.000	bicubic	-47.947	-19.633	-13
55	deit_base_distilled_patch16_384	49.333	50.667	79.240	20.760	87.63	384	1.000	bicubic	-47.627	-20.240	+11
56	tf_efficientnet_b8	48.947	51.053	77.240	22.760	87.41	672	0.954	bicubic	-48.253	-22.300	-8
57	dm_nfnet_f2	48.920	51.080	77.133	22.867	193.78	352	0.920	bicubic	-48.100	-22.307	+3
58	tf_efficientnetv2_s_in21ft1k	48.507	51.493	77.893	22.107	21.46	384	1.000	bicubic	-48.213	-21.527	+23
59	resnest269e	48.200	51.800	74.333	25.667	110.93	416	0.928	bicubic	-48.320	-25.017	+44
60	xcit_large_24_p8_224_dist	48.120	51.880	79.107	20.893	188.93	224	1.000	bicubic	-48.950	-20.313	-1
61	regnetz_e8	47.827	52.173	76.200	23.800	57.70	320	1.000	bicubic	-49.373	-23.300	-12
62	resnetv2_50x3_bitm	47.280	52.720	77.333	22.667	217.32	448	1.000	bilinear	-49.430	-22.217	+20
63	xcit_large_24_p8_224	47.160	52.840	74.400	25.600	188.93	224	1.000	bicubic	-49.250	-24.580	+46
64	xcit_small_24_p16_384_dist	46.960	53.040	77.187	22.813	47.67	384	1.000	bicubic	-50.160	-22.273	-12
65	tf_efficientnet_b8_ap	46.893	53.107	76.507	23.493	87.41	672	0.954	bicubic	-50.217	-23.153	-12
66	efficientnetv2_rw_m	46.280	53.720	75.720	24.280	53.24	416	1.000	bicubic	-50.700	-23.810	-2
67	swsl_resnext101_32x16d	46.147	53.853	72.253	27.747	194.03	224	0.875	bilinear	-50.453	-27.277	+28
68	vit_small_patch16_384	45.920	54.080	76.707	23.293	22.20	384	1.000	bicubic	-50.770	-22.773	+18
69	ecaresnet269d	45.880	54.120	75.133	24.867	102.09	352	1.000	bicubic	-51.200	-24.337	-13
70	vit_small_r26_s32_384	45.733	54.267	76.080	23.920	36.47	384	1.000	bicubic	-50.947	-23.490	+17
71	tf_efficientnetv2_m	45.533	54.467	74.547	25.453	54.14	480	1.000	bicubic	-51.607	-24.863	-20
72	tf_efficientnet_b7_ap	45.373	54.627	74.213	25.787	66.35	600	0.949	bicubic	-51.827	-25.357	-25
73	dm_nfnet_f1	45.320	54.680	74.107	25.893	132.63	320	0.910	bicubic	-51.590	-25.303	-3
74	ig_resnext101_32x8d	45.293	54.707	70.853	29.147	88.79	224	0.875	bilinear	-51.017	-28.577	+44
75	xcit_medium_24_p8_224_dist	45.213	54.787	76.720	23.280	84.32	224	1.000	bicubic	-51.707	-22.670	-6
76	eca_nfnet_l2	44.960	55.040	75.893	24.107	56.72	384	1.000	bicubic	-52.130	-23.717	-22
77	crossvit_18_dagger_408	44.307	55.693	73.840	26.160	44.61	408	1.000	bicubic	-52.223	-25.420	+24
78	resnest200e	44.133	55.867	73.467	26.533	70.20	320	0.909	bicubic	-52.477	-25.883	+15
79	cait_xs24_384	43.947	56.053	75.173	24.827	26.67	384	1.000	bicubic	-52.603	-24.247	+19
80	tresnet_xl_448	43.467	56.533	72.440	27.560	78.44	448	0.875	bilinear	-52.503	-26.590	+59
81	xcit_small_12_p16_384_dist	43.293	56.707	73.867	26.133	26.25	384	1.000	bicubic	-53.637	-25.533	-14
82	vit_base_patch16_224	43.253	56.747	72.907	27.093	86.57	224	0.900	bicubic	-53.627	-26.623	-11
83	resnetrs420	43.147	56.853	70.440	29.560	191.89	416	1.000	bicubic	-53.773	-29.020	-15
84	xcit_medium_24_p8_224	43.093	56.907	70.360	29.640	84.32	224	1.000	bicubic	-53.017	-28.530	+48
85	tf_efficientnet_b7	42.947	57.053	73.133	26.867	66.35	600	0.949	bicubic	-54.063	-26.387	-23
86	xcit_tiny_24_p8_384_dist	42.453	57.547	72.867	27.133	12.11	384	1.000	bicubic	-54.087	-26.453	+14
87	crossvit_15_dagger_408	41.907	58.093	72.080	27.920	28.50	408	1.000	bicubic	-54.483	-27.080	+24
88	xcit_small_24_p8_224_dist	41.893	58.107	73.680	26.320	47.63	224	1.000	bicubic	-54.977	-25.800	-16
89	xcit_small_24_p8_224	41.747	58.253	71.013	28.987	47.63	224	1.000	bicubic	-54.653	-28.137	+21
90	vit_large_r50_s32_224	41.653	58.347	70.240	29.760	328.99	224	0.900	bicubic	-55.137	-29.110	-14
91	swsl_resnext101_32x4d	41.547	58.453	71.760	28.240	44.18	224	0.875	bilinear	-54.893	-27.540	+17
92	convnext_large	41.413	58.587	73.293	26.707	197.77	224	0.875	bicubic	-55.357	-26.017	-15
93	tf_efficientnet_b6_ap	40.800	59.200	71.627	28.373	43.04	528	0.942	bicubic	-56.280	-27.993	-36
94	resmlp_big_24_224_in22ft1k	40.373	59.627	74.773	25.227	129.14	224	0.875	bicubic	-56.247	-24.737	-2
95	tresnet_l_448	40.213	59.787	69.893	30.107	55.99	448	0.875	bilinear	-55.647	-29.317	+53
96	deit_base_patch16_384	40.173	59.827	70.760	29.240	86.86	384	1.000	bicubic	-55.977	-28.380	+30
97	resnetrs350	39.947	60.053	68.920	31.080	163.96	384	1.000	bicubic	-56.813	-30.450	-18
98	regnetz_d8	39.933	60.067	71.640	28.360	23.37	320	1.000	bicubic	-56.687	-27.810	-7
99	resnetv2_101x1_bitm	38.933	61.067	71.040	28.960	44.54	448	1.000	bilinear	-57.167	-28.240	+35
100	vit_large_patch32_384	38.933	61.067	68.920	31.080	306.63	384	1.000	bicubic	-56.897	-30.230	+52
101	xcit_small_12_p8_224_dist	38.213	61.787	71.293	28.707	26.21	224	1.000	bicubic	-58.487	-28.097	-17
102	resnet200d	38.147	61.853	68.613	31.387	64.69	320	1.000	bicubic	-58.573	-30.717	-22
103	xcit_large_24_p16_224_dist	37.680	62.320	71.587	28.413	189.10	224	1.000	bicubic	-59.120	-27.763	-28
104	seresnet152d	37.653	62.347	69.480	30.520	66.84	320	1.000	bicubic	-59.117	-29.970	-26
105	xcit_small_12_p8_224	37.533	62.467	68.213	31.787	26.21	224	1.000	bicubic	-58.577	-30.947	+27
106	eca_nfnet_l1	37.533	62.467	70.947	29.053	41.41	320	1.000	bicubic	-59.167	-28.343	-22
107	twins_svt_large	37.213	62.787	69.253	30.747	99.27	224	0.900	bicubic	-59.057	-29.917	+13
108	regnetz_d32	37.147	62.853	70.480	29.520	27.58	320	0.950	bicubic	-59.453	-28.900	-14
109	vit_base_patch32_384	37.093	62.907	69.773	30.227	88.30	384	1.000	bicubic	-59.397	-29.637	-5
110	efficientnetv2_rw_s	36.787	63.213	68.320	31.680	23.94	384	1.000	bicubic	-59.753	-31.040	-11
111	regnety_160	36.787	63.213	69.093	30.907	83.59	288	1.000	bicubic	-59.563	-30.237	+4
112	convnext_base	36.693	63.307	70.307	29.693	88.59	224	0.875	bicubic	-59.747	-29.163	-5
113	cait_xxs36_384	36.240	63.760	67.813	32.187	17.37	384	1.000	bicubic	-59.610	-31.277	+38
114	jx_nest_base	36.067	63.933	66.773	33.227	67.72	224	0.875	bicubic	-60.173	-32.437	+7
115	pit_b_distilled_224	35.627	64.373	69.120	30.880	74.79	224	0.900	bicubic	-61.043	-30.250	-25
116	tf_efficientnet_b3_ns	35.520	64.480	67.760	32.240	12.23	300	0.904	bicubic	-60.870	-31.590	-4
117	tf_efficientnet_b6	35.213	64.787	67.733	32.267	43.04	528	0.942	bicubic	-61.457	-31.617	-29
118	resnetrs270	35.040	64.960	65.480	34.520	129.86	352	1.000	bicubic	-61.650	-33.870	-33
119	tf_efficientnet_b5_ap	34.800	65.200	67.480	32.520	30.39	456	0.934	bicubic	-61.870	-31.980	-30
120	xcit_tiny_12_p8_384_dist	34.640	65.360	66.293	33.707	6.71	384	1.000	bicubic	-61.440	-32.847	+17
121	vit_base_patch16_224_miil	34.520	65.480	64.987	35.013	86.54	224	0.875	bilinear	-61.920	-34.243	-15
122	xcit_medium_24_p16_224_dist	34.333	65.667	67.893	32.107	84.40	224	1.000	bicubic	-62.257	-31.377	-26
123	resnet152d	34.320	65.680	65.907	34.093	60.21	320	1.000	bicubic	-62.040	-33.483	-9
124	tresnet_m_448	34.107	65.893	64.507	35.493	31.39	448	0.875	bilinear	-60.883	-34.473	+102
125	resmlp_big_24_distilled_224	34.067	65.933	69.587	30.413	129.14	224	0.875	bicubic	-62.383	-29.723	-20
126	xcit_tiny_24_p16_384_dist	33.827	66.173	65.347	34.653	12.12	384	1.000	bicubic	-62.103	-33.873	+17
127	twins_pcpvt_large	33.413	66.587	67.947	32.053	60.99	224	0.900	bicubic	-62.737	-31.233	+2
128	twins_svt_base	33.173	66.827	65.773	34.227	56.07	224	0.900	bicubic	-62.987	-33.287	-3
129	pit_b_224	33.147	66.853	62.333	37.667	73.76	224	0.900	bicubic	-62.493	-36.857	+38
130	resnetv2_152x2_bit_teacher	33.053	66.947	64.267	35.733	236.34	224	0.875	bicubic	-63.047	-35.003	+5
131	swsl_resnext50_32x4d	33.027	66.973	65.067	34.933	25.03	224	0.875	bilinear	-62.833	-34.183	+18
132	xcit_large_24_p16_224	32.773	67.227	62.133	37.867	189.10	224	1.000	bicubic	-62.647	-36.487	+57
133	ssl_resnext101_32x16d	32.653	67.347	64.027	35.973	194.03	224	0.875	bilinear	-63.137	-35.153	+22
134	swin_small_patch4_window7_224	32.600	67.400	65.467	34.533	49.61	224	0.900	bicubic	-63.310	-33.553	+10
135	jx_nest_small	32.267	67.733	63.720	36.280	38.35	224	0.875	bicubic	-63.703	-35.410	+6
136	tf_efficientnet_b5	31.827	68.173	65.280	34.720	30.39	456	0.934	bicubic	-64.523	-34.030	-20
137	resnest101e	31.400	68.600	64.360	35.640	48.28	256	0.875	bilinear	-64.460	-34.760	+13
138	crossvit_base_240	31.333	68.667	61.280	38.720	105.03	240	0.875	bicubic	-64.187	-37.540	+40
139	convnext_small	31.240	68.760	66.093	33.907	50.22	224	0.875	bicubic	-64.930	-33.187	-15
140	cait_s24_224	31.213	68.787	64.560	35.440	46.92	224	1.000	bicubic	-65.167	-34.590	-27
141	efficientnet_b4	30.840	69.160	64.600	35.400	19.34	384	1.000	bicubic	-65.310	-34.590	-13
142	resnetrs200	30.773	69.227	63.320	36.680	93.21	320	1.000	bicubic	-65.757	-36.030	-40
143	crossvit_18_240	30.587	69.413	61.960	38.040	43.27	240	0.875	bicubic	-64.853	-36.830	+40
144	dm_nfnet_f0	30.547	69.453	62.867	37.133	71.49	256	0.900	bicubic	-65.603	-36.383	-17
145	crossvit_18_dagger_240	30.520	69.480	61.827	38.173	44.27	240	0.875	bicubic	-65.050	-37.233	+25
146	xcit_small_24_p16_224_dist	30.427	69.573	64.707	35.293	47.67	224	1.000	bicubic	-65.783	-34.503	-24
147	xcit_medium_24_p16_224	30.187	69.813	59.333	40.667	84.40	224	1.000	bicubic	-65.343	-39.797	+27
148	cait_xxs24_384	30.027	69.973	63.920	36.080	12.03	384	1.000	bicubic	-65.253	-35.040	+49
149	twins_pcpvt_base	29.960	70.040	64.587	35.413	43.83	224	0.900	bicubic	-65.830	-34.543	+7
150	swsl_resnet50	29.840	70.160	63.853	36.147	25.56	224	0.875	bilinear	-65.560	-35.437	+41
151	deit_base_distilled_patch16_224	29.600	70.400	64.440	35.560	87.34	224	0.900	bicubic	-66.490	-34.750	-15
152	convit_base	29.547	70.453	61.787	38.213	86.54	224	0.875	bicubic	-66.003	-37.083	+19
153	ssl_resnext101_32x8d	29.120	70.880	61.013	38.987	88.79	224	0.875	bilinear	-66.370	-38.107	+28
154	tf_efficientnetv2_s	29.040	70.960	61.227	38.773	21.46	384	1.000	bicubic	-67.300	-37.973	-37
155	resnet101d	28.987	71.013	62.040	37.960	44.57	320	1.000	bicubic	-67.313	-37.190	-36
156	resnetrs152	28.920	71.080	60.507	39.493	86.62	320	1.000	bicubic	-67.660	-38.733	-59
157	regnetz_c16	28.907	71.093	63.347	36.653	13.46	320	0.940	bicubic	-66.893	-35.753	-3
158	xcit_tiny_24_p8_224_dist	28.733	71.267	61.400	38.600	12.11	224	1.000	bicubic	-67.077	-37.810	-5
159	xcit_tiny_24_p8_224	28.707	71.293	60.440	39.560	12.11	224	1.000	bicubic	-66.963	-38.610	+6
160	crossvit_15_dagger_240	28.533	71.467	60.320	39.680	28.21	240	0.875	bicubic	-67.157	-38.510	+3
161	xcit_small_24_p16_224	28.347	71.653	58.827	41.173	47.67	224	1.000	bicubic	-67.183	-40.223	+14
162	coat_lite_small	27.547	72.453	58.547	41.453	19.84	224	0.900	bicubic	-67.993	-40.313	+11
163	deit_base_patch16_224	27.453	72.547	58.893	41.107	86.57	224	0.900	bicubic	-67.987	-39.947	+21
164	resnetv2_50x1_bitm	27.293	72.707	62.867	37.133	25.55	448	1.000	bilinear	-67.717	-36.193	+60
165	xcit_small_12_p16_224_dist	27.120	72.880	59.813	40.187	26.25	224	1.000	bicubic	-68.910	-39.327	-27
166	vit_small_patch16_224	27.027	72.973	59.173	40.827	22.05	224	0.900	bicubic	-68.343	-39.977	+26
167	tf_efficientnet_b4	26.293	73.707	60.107	39.893	19.34	380	0.922	bicubic	-69.607	-39.063	-21
168	tf_efficientnet_b4_ap	26.253	73.747	60.213	39.787	19.34	380	0.922	bicubic	-69.917	-38.897	-45
169	nfnet_l0	26.227	73.773	61.760	38.240	35.07	288	1.000	bicubic	-69.893	-37.480	-39
170	regnety_032	26.213	73.787	60.987	39.013	19.44	288	1.000	bicubic	-69.757	-38.203	-30
171	ecaresnet50t	26.107	73.893	60.040	39.960	25.57	320	0.950	bicubic	-69.403	-39.080	+8
172	fbnetv3_g	26.093	73.907	61.040	38.960	16.62	288	0.950	bilinear	-69.417	-37.950	+8
173	ecaresnet101d	26.027	73.973	59.000	41.000	44.57	224	0.875	bicubic	-69.503	-39.740	+3
174	visformer_small	25.840	74.160	58.880	41.120	40.22	224	0.900	bicubic	-69.640	-40.020	+8
175	halo2botnet50ts_256	25.573	74.427	56.840	43.160	22.64	256	0.950	bicubic	-69.847	-42.170	+13
176	coat_mini	25.493	74.507	57.693	42.307	10.34	224	0.900	bicubic	-69.477	-41.087	+51
177	crossvit_15_240	25.467	74.533	57.573	42.427	27.53	240	0.875	bicubic	-69.673	-41.357	+30
178	xcit_small_12_p16_224	25.133	74.867	56.040	43.960	26.25	224	1.000	bicubic	-70.287	-42.800	+12
179	resnetv2_50x1_bit_distilled	25.107	74.893	59.640	40.360	25.55	224	0.875	bicubic	-71.013	-39.640	-48
180	convit_small	25.093	74.907	57.280	42.720	27.78	224	0.875	bicubic	-70.107	-41.620	+21
181	gc_efficientnetv2_rw_t	25.040	74.960	57.707	42.293	13.68	288	1.000	bicubic	-70.700	-41.313	-22
182	eca_nfnet_l0	24.827	75.173	60.093	39.907	24.14	288	1.000	bicubic	-71.123	-39.117	-40
183	tnt_s_patch16_224	24.747	75.253	58.173	41.827	23.76	224	0.900	bicubic	-70.293	-40.667	+37
184	xcit_tiny_12_p16_384_dist	24.440	75.560	57.080	42.920	6.72	384	1.000	bicubic	-70.690	-41.770	+24
185	efficientnetv2_rw_t	24.333	75.667	57.400	42.600	13.65	288	1.000	bicubic	-71.277	-41.670	-16
186	convnext_tiny	24.253	75.747	59.187	40.813	28.59	224	0.875	bicubic	-71.297	-39.833	-14
187	ssl_resnext101_32x4d	24.187	75.813	57.400	42.600	44.18	224	0.875	bilinear	-71.253	-41.730	-2
188	twins_svt_small	24.120	75.880	57.147	42.853	24.06	224	0.900	bicubic	-71.080	-41.733	+14
189	vit_small_r26_s32_224	24.067	75.933	56.187	43.813	36.43	224	0.900	bicubic	-71.573	-42.483	-23
190	tf_efficientnet_b2_ns	24.013	75.987	57.293	42.707	9.11	260	0.890	bicubic	-71.757	-41.827	-32
191	vit_small_patch32_384	23.773	76.227	57.293	42.707	22.92	384	1.000	bicubic	-71.277	-41.697	+27
192	lamhalobotnet50ts_256	23.587	76.413	55.293	44.707	22.57	256	0.950	bicubic	-71.563	-43.587	+14
193	resnet152	23.533	76.467	53.680	46.320	60.19	224	0.950	bicubic	-72.367	-45.400	-48
194	nasnetalarge	23.480	76.520	55.013	44.987	88.75	331	0.911	bicubic	-72.200	-43.917	-30
195	crossvit_small_240	23.440	76.560	56.827	43.173	26.86	240	0.875	bicubic	-71.390	-42.193	+44
196	levit_384	23.413	76.587	56.373	43.627	39.13	224	0.900	bicubic	-72.117	-42.387	-19
197	pnasnet5large	23.333	76.667	53.640	46.360	86.06	331	0.911	bicubic	-72.377	-45.280	-35
198	efficientnet_b3	23.213	76.787	55.933	44.067	12.23	320	1.000	bicubic	-72.497	-43.107	-37
199	jx_nest_tiny	23.173	76.827	56.227	43.773	17.06	224	0.875	bicubic	-72.077	-42.753	-1
200	resnet61q	22.987	77.013	55.760	44.240	36.85	288	1.000	bicubic	-72.793	-43.230	-43
201	halonet50ts	22.893	77.107	53.987	46.013	22.73	256	0.940	bicubic	-72.267	-44.783	+3
202	resmlp_big_24_224	22.853	77.147	54.307	45.693	129.14	224	0.875	bicubic	-71.817	-44.173	+47
203	twins_pcpvt_small	22.707	77.293	56.867	43.133	24.11	224	0.900	bicubic	-72.503	-42.013	-3
204	vit_base_patch32_224	22.387	77.613	54.013	45.987	88.22	224	0.900	bicubic	-72.613	-45.017	+21
205	pit_s_distilled_224	22.347	77.653	57.080	42.920	24.04	224	0.900	bicubic	-72.893	-41.970	-6
206	xcit_tiny_12_p8_224_dist	22.067	77.933	54.307	45.693	6.71	224	1.000	bicubic	-73.023	-44.603	+6
207	tresnet_m	21.680	78.320	53.853	46.147	31.39	224	0.875	bilinear	-74.040	-45.177	-47
208	convmixer_1536_20	21.200	78.800	55.520	44.480	51.63	224	0.960	bicubic	-73.860	-43.510	+9
209	swin_tiny_patch4_window7_224	21.147	78.853	55.987	44.013	28.29	224	0.900	bicubic	-73.983	-43.033	0
210	pit_s_224	21.107	78.893	53.560	46.440	23.46	224	0.900	bicubic	-73.483	-45.140	+46
211	xcit_tiny_12_p8_224	21.013	78.987	52.440	47.560	6.71	224	1.000	bicubic	-73.677	-46.390	+37
212	resnet51q	20.960	79.040	55.693	44.307	35.70	288	1.000	bilinear	-74.910	-43.427	-65
213	regnetz_b16	20.947	79.053	53.840	46.160	9.72	288	0.940	bicubic	-74.123	-45.210	+2
214	resnetrs101	20.867	79.133	52.813	47.187	63.62	288	0.940	bicubic	-74.563	-46.217	-27
215	sebotnet33ts_256	20.760	79.240	48.800	51.200	13.70	256	0.940	bicubic	-73.810	-49.700	+43
216	deit_small_distilled_patch16_224	20.707	79.293	55.133	44.867	22.44	224	0.900	bicubic	-74.003	-43.897	+30
217	resnest50d_4s2x40d	20.373	79.627	52.827	47.173	30.42	224	0.875	bicubic	-74.587	-46.243	+11
218	ssl_resnext50_32x4d	20.027	79.973	53.613	46.387	25.03	224	0.875	bilinear	-74.843	-45.277	+17
219	haloregnetz_b	20.000	80.000	50.000	50.000	11.68	224	0.940	bicubic	-74.700	-48.660	+28
220	resnetv2_101	19.907	80.093	49.187	50.813	44.54	224	0.950	bicubic	-75.723	-49.803	-52
221	xcit_nano_12_p8_384_dist	19.813	80.187	50.547	49.453	3.05	384	1.000	bicubic	-73.707	-47.993	+143
222	tresnet_xl	19.640	80.360	53.147	46.853	78.44	224	0.875	bilinear	-75.800	-45.903	-36
223	gluon_senet154	19.333	80.667	47.560	52.440	115.09	224	0.875	bicubic	-75.587	-51.200	+7
224	resnet101	19.333	80.667	49.613	50.387	44.55	224	0.950	bicubic	-76.027	-49.247	-31
225	levit_256	19.200	80.800	50.067	49.933	18.89	224	0.900	bicubic	-75.820	-48.823	-3
226	rexnet_200	19.200	80.800	52.720	47.280	16.37	224	0.875	bicubic	-75.750	-46.290	+3
227	repvgg_b3	19.133	80.867	50.293	49.707	123.09	224	0.875	bilinear	-75.437	-48.487	+30
228	lambda_resnet50ts	19.120	80.880	49.307	50.693	21.54	256	0.950	bicubic	-75.670	-49.153	+12
229	legacy_senet154	19.040	80.960	47.960	52.040	115.09	224	0.875	bilinear	-76.030	-50.870	-15
230	mixer_b16_224_miil	19.027	80.973	51.253	48.747	59.88	224	0.875	bilinear	-76.273	-47.627	-35
231	gluon_seresnext101_64x4d	18.933	81.067	49.160	50.840	88.23	224	0.875	bicubic	-75.987	-49.670	+1
232	deit_small_patch16_224	18.920	81.080	51.413	48.587	22.05	224	0.900	bicubic	-75.470	-47.277	+49
233	tf_efficientnet_b1_ns	18.693	81.307	51.693	48.307	7.79	240	0.882	bicubic	-76.477	-47.427	-30
234	seresnext50_32x4d	18.373	81.627	50.973	49.027	27.56	224	0.875	bicubic	-76.657	-47.907	-13
235	cait_xxs36_224	18.253	81.747	49.440	50.560	17.30	224	1.000	bicubic	-76.007	-49.280	+57
236	ecaresnet50d	18.240	81.760	51.840	48.160	25.58	224	0.875	bicubic	-76.390	-46.920	+17
237	sehalonet33ts	18.240	81.760	47.800	52.200	13.69	256	0.940	bicubic	-76.530	-50.770	+5
238	tf_efficientnet_lite4	18.147	81.853	50.720	49.280	13.01	380	0.920	bilinear	-76.743	-48.300	-5
239	vit_tiny_patch16_384	18.027	81.973	50.333	49.667	5.79	384	1.000	bicubic	-75.623	-48.267	+115
240	resnest50d_1s4x24d	17.693	82.307	49.787	50.213	25.68	224	0.875	bicubic	-77.057	-49.193	+3
241	gluon_seresnext101_32x4d	17.373	82.627	46.373	53.627	48.96	224	0.875	bicubic	-77.547	-52.437	-10
242	resnest50d	17.373	82.627	50.733	49.267	27.48	224	0.875	bilinear	-77.477	-48.147	-5
243	efficientnet_el	17.333	82.667	50.013	49.987	10.59	300	0.904	bicubic	-77.787	-48.967	-33
244	inception_v4	17.267	82.733	45.933	54.067	42.68	299	0.875	bicubic	-77.113	-52.647	+38
245	tf_efficientnet_b3_ap	17.213	82.787	49.680	50.320	12.23	300	0.904	bicubic	-78.107	-49.220	-51
246	xcit_tiny_24_p16_224_dist	17.173	82.827	47.480	52.520	12.12	224	1.000	bicubic	-77.357	-51.300	+19
247	xception71	17.000	83.000	45.533	54.467	42.34	299	0.903	bicubic	-77.280	-53.107	+44
248	tf_efficientnet_b3	16.987	83.013	49.267	50.733	12.23	300	0.904	bicubic	-78.033	-49.643	-25
249	gluon_resnext101_64x4d	16.880	83.120	44.173	55.827	83.46	224	0.875	bicubic	-77.780	-54.477	+2
250	resmlp_36_distilled_224	16.880	83.120	51.480	48.520	44.69	224	0.875	bicubic	-78.000	-47.360	-16
251	tf_efficientnetv2_b3	16.653	83.347	48.680	51.320	14.36	300	0.904	bicubic	-78.507	-50.140	-46
252	tresnet_l	16.600	83.400	49.920	50.080	55.99	224	0.875	bilinear	-78.690	-49.090	-56
253	inception_resnet_v2	16.573	83.427	44.947	55.053	55.84	299	0.897	bicubic	-77.967	-53.663	+11
254	gluon_resnet152_v1d	16.560	83.440	44.267	55.733	60.21	224	0.875	bicubic	-78.180	-54.473	-10
255	gluon_resnet152_v1s	16.560	83.440	44.520	55.480	60.32	224	0.875	bicubic	-78.480	-54.410	-36
256	gmlp_s16_224	16.547	83.453	45.120	54.880	19.42	224	0.875	bicubic	-77.603	-53.380	+53
257	resmlp_24_distilled_224	16.453	83.547	50.387	49.613	30.02	224	0.875	bicubic	-78.007	-48.383	+18
258	gluon_xception65	16.427	83.573	46.053	53.947	39.92	299	0.903	bicubic	-77.833	-52.517	+35
259	gcresnet50t	16.360	83.640	48.213	51.787	25.90	256	0.900	bicubic	-78.500	-50.587	-23
260	xcit_tiny_24_p16_224	16.320	83.680	45.973	54.027	12.12	224	1.000	bicubic	-77.750	-52.537	+58
261	wide_resnet50_2	16.307	83.693	48.413	51.587	68.88	224	0.875	bicubic	-78.763	-50.557	-46
262	gernet_l	16.307	83.693	47.200	52.800	31.08	256	0.875	bilinear	-78.793	-51.700	-50
263	ens_adv_inception_resnet_v2	16.240	83.760	43.653	56.347	55.84	299	0.897	bicubic	-77.920	-54.947	+44
264	repvgg_b3g4	16.240	83.760	47.640	52.360	83.83	224	0.875	bilinear	-78.280	-51.330	+2
265	gcresnext50ts	16.213	83.787	46.533	53.467	15.67	256	0.900	bicubic	-78.277	-52.137	+3
266	xception65	16.040	83.960	43.773	56.227	39.92	299	0.903	bicubic	-77.720	-54.597	+78
267	ssl_resnet50	15.920	84.080	49.413	50.587	25.56	224	0.875	bilinear	-78.530	-49.507	+9
268	regnety_320	15.627	84.373	44.827	55.173	145.05	224	0.875	bicubic	-78.913	-53.803	-7
269	ecaresnet101d_pruned	15.600	84.400	48.027	51.973	24.88	224	0.875	bicubic	-79.480	-50.953	-56
270	convmixer_768_32	15.533	84.467	47.960	52.040	21.11	224	0.960	bicubic	-78.967	-50.890	-3
271	ecaresnet26t	15.467	84.533	47.933	52.067	16.01	320	0.950	bicubic	-78.843	-50.787	+17
272	coat_tiny	15.400	84.600	45.640	54.360	5.50	224	0.900	bicubic	-78.190	-52.780	+87
273	skresnext50_32x4d	15.360	84.640	44.507	55.493	27.48	224	0.875	bicubic	-78.900	-53.953	+22
274	cait_xxs24_224	15.160	84.840	44.920	55.080	11.96	224	1.000	bicubic	-78.440	-53.520	+83
275	ecaresnetlight	15.160	84.840	45.813	54.187	30.16	224	0.875	bicubic	-79.610	-52.987	-34
276	levit_192	14.893	85.107	44.973	55.027	10.95	224	0.900	bicubic	-79.277	-53.707	+30
277	rexnet_150	14.720	85.280	46.933	53.067	9.73	224	0.875	bicubic	-79.760	-51.857	-6
278	resnext50_32x4d	14.533	85.467	44.173	55.827	25.03	224	0.950	bicubic	-80.007	-54.617	-16
279	coat_lite_mini	14.480	85.520	44.520	55.480	11.01	224	0.900	bicubic	-79.580	-54.030	+40
280	efficientnet_el_pruned	14.467	85.533	46.067	53.933	10.59	300	0.904	bicubic	-79.933	-52.673	-1
281	efficientnet_b2	14.440	85.560	46.080	53.920	9.11	288	1.000	bicubic	-80.170	-52.630	-26
282	seresnet33ts	14.427	85.573	46.160	53.840	19.78	256	0.900	bicubic	-80.423	-52.630	-44
283	legacy_seresnext101_32x4d	14.147	85.853	43.000	57.000	48.96	224	0.875	bilinear	-80.213	-55.650	0
284	seresnet50	14.147	85.853	45.520	54.480	28.09	224	0.875	bicubic	-80.403	-53.230	-24
285	fbnetv3_d	14.120	85.880	46.453	53.547	10.31	256	0.950	bilinear	-79.810	-52.287	+44
286	eca_resnet33ts	14.107	85.893	47.387	52.613	19.68	256	0.900	bicubic	-80.083	-51.383	+16
287	gernet_m	14.080	85.920	46.053	53.947	21.14	224	0.875	bilinear	-80.540	-52.807	-33
288	gluon_resnext101_32x4d	13.867	86.133	41.667	58.333	44.18	224	0.875	bicubic	-80.673	-57.183	-25
289	gcresnet33ts	13.760	86.240	45.040	54.960	19.88	256	0.900	bicubic	-80.710	-53.730	-16
290	gluon_seresnext50_32x4d	13.613	86.387	43.733	56.267	27.56	224	0.875	bicubic	-80.717	-54.877	-4
291	resmlp_36_224	13.507	86.493	46.693	53.307	44.69	224	0.875	bicubic	-80.693	-51.967	+9
292	resnet50_gn	13.453	86.547	42.747	57.253	25.56	224	0.940	bicubic	-80.907	-55.963	-8
293	repvgg_b2g4	13.427	86.573	43.840	56.160	61.76	224	0.875	bilinear	-80.413	-54.750	+43
294	eca_botnext26ts_256	13.360	86.640	42.173	57.827	10.59	256	0.950	bicubic	-80.420	-56.327	+48
295	regnetx_320	13.333	86.667	40.707	59.293	107.81	224	0.875	bicubic	-81.127	-58.033	-22
296	ese_vovnet39b	13.333	86.667	43.813	56.187	24.57	224	0.875	bicubic	-80.757	-54.847	+21
297	pit_xs_distilled_224	13.267	86.733	44.560	55.440	11.00	224	0.900	bicubic	-80.553	-54.110	+42
298	efficientnet_b3_pruned	13.173	86.827	45.213	54.787	9.86	300	0.904	bicubic	-81.457	-53.677	-46
299	gluon_resnet101_v1d	13.173	86.827	41.507	58.493	44.57	224	0.875	bicubic	-81.067	-57.143	-2
300	mixnet_xl	13.107	86.893	43.253	56.747	11.90	224	0.875	bicubic	-81.083	-55.087	+3
301	nf_regnet_b1	12.947	87.053	44.400	55.600	10.22	288	0.900	bicubic	-81.173	-54.340	+13
302	eca_halonext26ts	12.933	87.067	42.760	57.240	10.76	256	0.940	bicubic	-81.117	-55.740	+18
303	pit_xs_224	12.813	87.187	42.827	57.173	10.62	224	0.900	bicubic	-80.297	-55.493	+93
304	gluon_inception_v3	12.640	87.360	40.507	59.493	23.83	299	0.875	bicubic	-80.820	-58.063	+67
305	crossvit_9_dagger_240	12.560	87.440	41.787	58.213	8.78	240	0.875	bicubic	-80.330	-56.443	+103
306	coat_lite_tiny	12.547	87.453	41.147	58.853	5.72	224	0.900	bicubic	-80.683	-57.113	+83
307	resmlp_24_224	12.493	87.507	43.427	56.573	30.02	224	0.875	bicubic	-81.527	-54.903	+15
308	regnety_120	12.400	87.600	42.200	57.800	51.82	224	0.875	bicubic	-82.080	-56.610	-38
309	efficientnet_em	12.360	87.640	43.867	56.133	6.90	240	0.882	bicubic	-81.470	-54.943	+28
310	cspdarknet53	12.027	87.973	43.267	56.733	27.64	256	0.887	bilinear	-82.633	-55.533	-60
311	hrnet_w64	12.013	87.987	40.800	59.200	128.06	224	0.875	bilinear	-81.997	-57.820	+12
312	xcit_tiny_12_p16_224_dist	11.973	88.027	40.120	59.880	6.72	224	1.000	bicubic	-81.427	-58.370	+65
313	gluon_resnet101_v1s	11.880	88.120	40.987	59.013	44.67	224	0.875	bicubic	-82.840	-57.833	-68
314	gmixer_24_224	11.867	88.133	37.787	62.213	24.72	224	0.875	bicubic	-80.963	-60.093	+96
315	nf_resnet50	11.760	88.240	45.947	54.053	25.56	288	0.940	bicubic	-82.790	-52.843	-56
316	fbnetv3_b	11.747	88.253	44.387	55.613	8.60	256	0.950	bilinear	-82.213	-54.243	+10
317	resnet50d	11.707	88.293	42.453	57.547	25.58	224	0.875	bicubic	-82.553	-56.267	-23
318	dpn92	11.627	88.373	40.293	59.707	37.67	224	0.875	bicubic	-82.603	-58.437	-20
319	xception41	11.600	88.400	39.147	60.853	26.97	299	0.903	bicubic	-81.830	-59.283	+54
320	botnet26t_256	11.587	88.413	40.133	59.867	12.49	256	0.950	bicubic	-81.913	-58.227	+46
321	dla102x2	11.560	88.440	41.320	58.680	41.28	224	0.875	bilinear	-82.400	-57.160	+4
322	vit_small_patch32_224	11.480	88.520	39.547	60.453	22.88	224	0.900	bicubic	-80.560	-58.683	+134
323	levit_128	11.440	88.560	40.227	59.773	9.21	224	0.900	bicubic	-81.890	-58.153	+57
324	regnety_080	11.413	88.587	40.613	59.387	39.18	224	0.875	bicubic	-82.757	-57.937	-19
325	lambda_resnet26t	11.373	88.627	40.200	59.800	10.96	256	0.940	bicubic	-82.457	-58.450	+13
326	efficientnet_b2_pruned	11.347	88.653	42.027	57.973	8.31	260	0.890	bicubic	-82.793	-56.503	-16
327	tf_efficientnet_el	11.347	88.653	42.053	57.947	10.59	300	0.904	bicubic	-83.053	-56.657	-47
328	xcit_nano_12_p16_384_dist	11.253	88.747	39.867	60.133	3.05	384	1.000	bicubic	-80.577	-58.153	+142
329	halonet26t	11.133	88.867	38.800	61.200	12.48	256	0.950	bicubic	-82.887	-59.700	-8
330	gluon_resnet152_v1c	11.093	88.907	37.120	62.880	60.21	224	0.875	bicubic	-83.067	-61.520	-22
331	vit_tiny_r_s16_p8_384	11.080	88.920	40.000	60.000	6.36	384	1.000	bicubic	-80.960	-58.290	+126
332	hrnet_w48	11.067	88.933	40.320	59.680	77.47	224	0.875	bilinear	-82.853	-58.290	-2
333	dpn107	11.053	88.947	38.627	61.373	86.92	224	0.875	bicubic	-83.247	-59.843	-44
334	tf_efficientnetv2_b2	11.027	88.973	39.760	60.240	10.10	260	0.890	bicubic	-83.393	-58.810	-56
335	ecaresnet50d_pruned	11.013	88.987	41.947	58.053	19.94	224	0.875	bicubic	-83.207	-56.783	-36
336	adv_inception_v3	11.000	89.000	36.720	63.280	23.83	299	0.875	bicubic	-81.890	-61.420	+71
337	xcit_tiny_12_p16_224	10.973	89.027	37.027	62.973	6.72	224	1.000	bicubic	-81.527	-61.213	+97
338	resnetv2_50	10.960	89.040	39.347	60.653	25.55	224	0.950	bicubic	-83.480	-59.393	-61
339	tf_efficientnet_b0_ns	10.933	89.067	40.067	59.933	5.29	224	0.875	bicubic	-82.697	-58.573	+16
340	tf_inception_v3	10.827	89.173	36.840	63.160	23.83	299	0.875	bicubic	-82.493	-61.190	+44
341	xcit_nano_12_p8_224_dist	10.787	89.213	38.133	61.867	3.05	224	1.000	bicubic	-81.313	-60.027	+113
342	dpn131	10.720	89.280	37.187	62.813	79.25	224	0.875	bicubic	-83.270	-61.533	-18
343	tf_efficientnet_b2_ap	10.533	89.467	40.107	59.893	9.11	260	0.890	bicubic	-83.957	-58.513	-74
344	resnext50d_32x4d	10.400	89.600	39.733	60.267	25.05	224	0.875	bicubic	-83.780	-58.837	-40
345	rexnet_130	10.400	89.600	41.560	58.440	7.56	224	0.875	bicubic	-83.500	-56.840	-13
346	hrnet_w44	10.333	89.667	39.493	60.507	67.06	224	0.875	bilinear	-83.217	-59.207	+14
347	xcit_nano_12_p8_224	10.280	89.720	37.000	63.000	3.05	224	1.000	bicubic	-80.730	-60.800	+144
348	lambda_resnet26rpt_256	10.253	89.747	38.093	61.907	10.99	256	0.940	bicubic	-83.457	-60.417	+2
349	resnext101_32x8d	10.173	89.827	37.800	62.200	88.79	224	0.875	bilinear	-83.647	-60.780	-9
350	dpn98	10.147	89.853	36.613	63.387	61.57	224	0.875	bicubic	-83.963	-61.967	-35
351	regnetx_160	10.147	89.853	38.000	62.000	54.28	224	0.875	bicubic	-83.973	-60.630	-38
352	cspresnext50	10.133	89.867	40.307	59.693	20.57	224	0.875	bilinear	-84.337	-58.373	-80
353	resnet50	10.120	89.880	37.947	62.053	25.56	224	0.950	bicubic	-84.210	-60.493	-66
354	legacy_seresnext50_32x4d	10.093	89.907	39.187	60.813	27.56	224	0.875	bilinear	-83.637	-59.393	-6
355	resnetrs50	10.053	89.947	37.507	62.493	35.69	224	0.910	bicubic	-84.247	-61.133	-65
356	inception_v3	10.027	89.973	35.213	64.787	23.83	299	0.875	bicubic	-82.693	-62.757	+65
357	efficientnet_b1	10.000	90.000	37.560	62.440	7.79	256	1.000	bicubic	-83.250	-60.730	+31
358	xception	9.960	90.040	38.040	61.960	22.86	299	0.897	bicubic	-83.510	-60.490	+12
359	regnety_064	9.947	90.053	39.093	60.907	30.58	224	0.875	bicubic	-84.193	-59.637	-48
360	dpn68b	9.787	90.213	38.027	61.973	12.61	224	0.875	bicubic	-83.903	-60.493	-9
361	gluon_resnet152_v1b	9.747	90.253	36.067	63.933	60.19	224	0.875	bicubic	-84.333	-62.393	-44
362	tf_efficientnet_lite3	9.667	90.333	38.987	61.013	8.20	300	0.904	bilinear	-84.533	-59.653	-61
363	tf_efficientnet_b2	9.653	90.347	38.880	61.120	9.11	260	0.890	bicubic	-84.707	-59.730	-78
364	tf_efficientnet_cc_b1_8e	9.587	90.413	36.773	63.227	39.72	240	0.882	bicubic	-84.323	-61.487	-33
365	res2net101_26w_4s	9.520	90.480	35.027	64.973	45.21	224	0.875	bilinear	-84.230	-63.283	-19
366	legacy_seresnet152	9.333	90.667	37.413	62.587	66.82	224	0.875	bilinear	-84.067	-60.927	+10
367	cspresnet50	9.267	90.733	39.627	60.373	21.62	256	0.887	bilinear	-84.473	-59.013	-20
368	hrnet_w40	9.240	90.760	36.893	63.107	57.56	224	0.875	bilinear	-84.250	-61.837	0
369	resnet33ts	9.240	90.760	38.680	61.320	19.68	256	0.900	bicubic	-84.360	-59.860	-11
370	regnetx_120	9.187	90.813	37.187	62.813	46.11	224	0.875	bicubic	-85.053	-61.373	-74
371	seresnext26d_32x4d	9.160	90.840	36.827	63.173	16.81	224	0.875	bicubic	-83.530	-61.323	+52
372	crossvit_tiny_240	9.107	90.893	34.587	65.413	7.01	240	0.875	bicubic	-81.143	-63.003	+136
373	resnest26d	9.080	90.920	37.840	62.160	17.07	224	0.875	bilinear	-84.240	-60.190	+10
374	vit_tiny_patch16_224	9.067	90.933	34.600	65.400	5.72	224	0.900	bicubic	-82.693	-63.440	+98
375	regnety_040	9.013	90.987	37.040	62.960	20.65	224	0.875	bicubic	-84.847	-61.610	-40
376	vit_base_patch16_sam_224	8.987	91.013	36.160	63.840	86.57	224	0.900	bicubic	-85.153	-62.510	-64
377	gluon_resnext50_32x4d	8.973	91.027	36.307	63.693	25.03	224	0.875	bicubic	-84.837	-62.103	-36
378	rexnet_100	8.907	91.093	36.373	63.627	4.80	224	0.875	bicubic	-84.123	-62.017	+21
379	seresnext26t_32x4d	8.893	91.107	36.920	63.080	16.81	224	0.875	bicubic	-83.927	-61.450	+34
380	bat_resnext26ts	8.867	91.133	36.413	63.587	10.73	256	0.900	bicubic	-84.463	-61.937	-1
381	mobilenetv3_large_100_miil	8.853	91.147	33.000	67.000	5.48	224	0.875	bilinear	-83.407	-64.640	+66
382	mixnet_l	8.840	91.160	36.200	63.800	7.33	224	0.875	bicubic	-84.610	-62.020	-10
383	convit_tiny	8.813	91.187	34.360	65.640	5.71	224	0.875	bicubic	-81.827	-63.380	+120
384	resnet32ts	8.760	91.240	37.213	62.787	17.96	256	0.900	bicubic	-84.710	-61.277	-15
385	levit_128s	8.720	91.280	33.120	66.880	7.78	224	0.900	bicubic	-83.240	-64.940	+76
386	gcresnext26ts	8.693	91.307	35.720	64.280	10.48	256	0.900	bicubic	-84.087	-62.540	+29
387	dla169	8.640	91.360	36.040	63.960	53.39	224	0.875	bilinear	-84.700	-62.550	-9
388	mixer_b16_224	8.600	91.400	29.400	70.600	59.88	224	0.875	bicubic	-83.260	-67.850	+79
389	hrnet_w30	8.587	91.413	37.040	62.960	37.71	224	0.875	bilinear	-84.603	-61.370	+1
390	legacy_seresnet101	8.547	91.453	36.000	64.000	49.33	224	0.875	bilinear	-84.753	-62.510	-4
391	tf_efficientnet_b1_ap	8.453	91.547	35.253	64.747	7.79	240	0.882	bicubic	-85.237	-63.107	-39
392	repvgg_b2	8.427	91.573	36.453	63.547	89.02	224	0.875	bilinear	-85.063	-62.127	-25
393	resmlp_12_distilled_224	8.307	91.693	36.853	63.147	15.35	224	0.875	bicubic	-84.523	-61.287	+18
394	crossvit_9_240	8.267	91.733	34.107	65.893	8.55	240	0.875	bicubic	-82.373	-63.633	+108
395	resnetblur50	8.253	91.747	37.360	62.640	25.56	224	0.875	bicubic	-85.697	-61.220	-68
396	dla102x	8.200	91.800	37.013	62.987	26.31	224	0.875	bilinear	-85.320	-61.497	-33
397	eca_resnext26ts	8.080	91.920	35.960	64.040	10.30	256	0.900	bicubic	-84.530	-62.300	+32
398	hrnet_w32	8.040	91.960	37.507	62.493	41.23	224	0.875	bilinear	-85.490	-60.953	-36
399	gluon_resnet101_v1c	7.987	92.013	33.373	66.627	44.57	224	0.875	bicubic	-85.673	-65.047	-46
400	gluon_resnet50_v1d	7.933	92.067	35.000	65.000	25.58	224	0.875	bicubic	-85.837	-63.390	-57
401	res2net50_26w_8s	7.853	92.147	33.747	66.253	48.40	224	0.875	bilinear	-85.557	-64.533	-27
402	dla60_res2next	7.787	92.213	34.973	65.027	17.03	224	0.875	bilinear	-85.393	-63.437	-10
403	densenetblur121d	7.733	92.267	34.747	65.253	8.00	224	0.875	bicubic	-84.177	-63.323	+61
404	deit_tiny_distilled_patch16_224	7.693	92.307	33.560	66.440	5.91	224	0.900	bicubic	-83.017	-64.010	+95
405	tf_efficientnetv2_b1	7.693	92.307	34.627	65.373	8.14	240	0.882	bicubic	-86.247	-63.993	-77
406	dla60_res2net	7.560	92.440	34.627	65.373	20.85	224	0.875	bilinear	-85.620	-63.793	-15
407	efficientnet_b1_pruned	7.440	92.560	34.533	65.467	6.33	240	0.882	bicubic	-85.330	-63.507	+9
408	wide_resnet101_2	7.360	92.640	34.133	65.867	126.89	224	0.875	bilinear	-86.360	-64.407	-59
409	regnetx_064	7.347	92.653	34.347	65.653	26.21	224	0.875	bicubic	-86.543	-64.283	-76
410	deit_tiny_patch16_224	7.320	92.680	30.733	69.267	5.72	224	0.900	bicubic	-82.350	-66.707	+109
411	gluon_resnet101_v1b	7.253	92.747	32.760	67.240	44.55	224	0.875	bicubic	-86.497	-65.620	-66
412	hardcorenas_e	7.240	92.760	33.320	66.680	8.07	224	0.875	bilinear	-85.330	-64.790	+19
413	efficientnet_b0	7.213	92.787	34.013	65.987	5.29	224	0.875	bicubic	-85.477	-64.057	+9
414	gluon_resnet50_v1s	7.213	92.787	33.507	66.493	25.68	224	0.875	bicubic	-86.407	-64.953	-58
415	tf_mixnet_l	7.133	92.867	31.600	68.400	7.33	224	0.875	bicubic	-86.187	-67.030	-34
416	tf_efficientnet_b1	7.133	92.867	33.040	66.960	7.79	240	0.882	bicubic	-86.367	-65.260	-50
417	tf_efficientnet_cc_b0_8e	7.120	92.880	31.787	68.213	24.01	224	0.875	bicubic	-85.710	-66.393	-5
418	convmixer_1024_20_ks9_p14	7.080	92.920	33.053	66.947	24.38	224	0.960	bicubic	-85.340	-65.217	+21
419	seresnext26ts	7.053	92.947	34.920	65.080	10.39	256	0.900	bicubic	-85.637	-63.370	+5
420	resmlp_12_224	7.000	93.000	33.933	66.067	15.35	224	0.875	bicubic	-85.210	-64.227	+30
421	hardcorenas_f	6.827	93.173	34.120	65.880	8.20	224	0.875	bilinear	-86.123	-64.040	-16
422	ese_vovnet19b_dw	6.733	93.267	33.400	66.600	6.54	224	0.875	bicubic	-85.547	-64.690	+23
423	selecsls60b	6.720	93.280	33.293	66.707	32.77	224	0.875	bicubic	-86.580	-64.987	-36
424	res2net50_26w_6s	6.707	93.293	31.640	68.360	37.05	224	0.875	bilinear	-86.703	-66.540	-49
425	efficientnet_es	6.680	93.320	33.840	66.160	5.44	224	0.875	bicubic	-86.460	-64.580	-32
426	legacy_seresnext26_32x4d	6.627	93.373	33.240	66.760	16.79	224	0.875	bicubic	-86.013	-64.890	+1
427	mixnet_m	6.627	93.373	32.053	67.947	5.01	224	0.875	bicubic	-85.803	-65.817	+11
428	pit_ti_distilled_224	6.627	93.373	30.720	69.280	5.10	224	0.900	bicubic	-84.273	-66.990	+68
429	tinynet_a	6.627	93.373	32.213	67.787	6.19	192	0.875	bicubic	-85.813	-65.867	+8
430	skresnet34	6.480	93.520	31.573	68.427	22.28	224	0.875	bicubic	-85.910	-66.577	+12
431	repvgg_b1	6.453	93.547	33.787	66.213	57.42	224	0.875	bilinear	-86.877	-64.723	-50
432	hardcorenas_d	6.427	93.573	32.200	67.800	7.50	224	0.875	bilinear	-85.973	-65.870	+8
433	dla60x	6.413	93.587	34.120	65.880	17.35	224	0.875	bilinear	-86.707	-64.390	-39
434	resnet34d	6.400	93.600	31.480	68.520	21.82	224	0.875	bicubic	-86.280	-66.830	-9
435	regnetx_080	6.307	93.693	32.307	67.693	39.57	224	0.875	bicubic	-87.563	-66.213	-101
436	swsl_resnet18	6.240	93.760	31.613	68.387	11.69	224	0.875	bilinear	-84.450	-66.087	+65
437	legacy_seresnet50	6.187	93.813	32.667	67.333	28.09	224	0.875	bilinear	-86.773	-65.523	-33
438	resnet26t	6.120	93.880	32.240	67.760	16.01	256	0.940	bicubic	-86.630	-65.990	-20
439	pit_ti_224	6.107	93.893	30.253	69.747	4.85	224	0.900	bicubic	-83.843	-67.197	+75
440	tv_resnet152	6.027	93.973	32.053	67.947	60.19	224	0.875	bilinear	-87.283	-66.337	-55
441	regnetx_040	5.973	94.027	31.587	68.413	22.12	224	0.875	bicubic	-87.577	-66.963	-80
442	tf_efficientnet_cc_b0_4e	5.973	94.027	29.600	70.400	13.31	224	0.875	bicubic	-86.627	-68.480	-12
443	tf_efficientnetv2_b0	5.907	94.093	30.787	69.213	7.14	224	0.875	bicubic	-87.203	-67.603	-46
444	dla102	5.880	94.120	32.760	67.240	33.27	224	0.875	bilinear	-87.180	-65.790	-46
445	mixer_l16_224	5.867	94.133	18.533	81.467	208.20	224	0.875	bicubic	-81.283	-74.977	+93
446	regnety_016	5.680	94.320	30.440	69.560	11.20	224	0.875	bicubic	-87.350	-67.920	-46
447	selecsls60	5.653	94.347	32.493	67.507	30.67	224	0.875	bicubic	-87.367	-65.817	-45
448	hardcorenas_c	5.640	94.360	30.400	69.600	5.52	224	0.875	bilinear	-86.380	-67.440	+11
449	res2next50	5.640	94.360	30.867	69.133	24.67	224	0.875	bilinear	-87.220	-67.323	-40
450	hrnet_w18	5.480	94.520	30.947	69.053	21.30	224	0.875	bilinear	-86.840	-67.303	-6
451	resnest14d	5.467	94.533	28.560	71.440	10.61	224	0.875	bilinear	-86.253	-69.310	+23
452	tf_efficientnet_lite2	5.360	94.640	30.893	69.107	6.09	260	0.890	bicubic	-87.290	-67.337	-26
453	tf_efficientnet_em	5.347	94.653	31.093	68.907	6.90	240	0.882	bicubic	-87.583	-67.107	-47
454	gernet_s	5.307	94.693	30.120	69.880	8.17	224	0.875	bilinear	-86.833	-68.070	-1
455	densenet121	5.293	94.707	29.893	70.107	7.98	224	0.875	bicubic	-86.287	-68.137	+20
456	tf_efficientnet_b0_ap	5.293	94.707	28.813	71.187	5.29	224	0.875	bicubic	-86.907	-69.207	-5
457	repvgg_b1g4	5.280	94.720	30.813	69.187	39.97	224	0.875	bilinear	-87.700	-67.617	-54
458	xcit_nano_12_p16_224_dist	5.213	94.787	26.560	73.440	3.05	224	1.000	bicubic	-84.467	-70.530	+60
459	res2net50_26w_4s	5.160	94.840	29.360	70.640	25.70	224	0.875	bilinear	-87.330	-68.700	-23
460	tf_mixnet_m	5.080	94.920	28.133	71.867	5.01	224	0.875	bicubic	-87.250	-69.757	-17
461	vit_tiny_r_s16_p8_224	5.080	94.920	27.040	72.960	6.34	224	0.900	bicubic	-84.090	-70.190	+62
462	mobilenetv3_large_100	5.067	94.933	28.200	71.800	5.48	224	0.875	bicubic	-86.263	-69.510	+18
463	tf_efficientnet_b0	5.053	94.947	28.787	71.213	5.29	224	0.875	bicubic	-87.207	-69.213	-15
464	res2net50_14w_8s	5.040	94.960	28.773	71.227	25.06	224	0.875	bilinear	-87.700	-69.407	-44
465	hardcorenas_b	4.947	95.053	28.120	71.880	5.18	224	0.875	bilinear	-86.833	-69.660	+6
466	mixnet_s	4.907	95.093	28.573	71.427	4.13	224	0.875	bicubic	-86.923	-69.117	+3
467	mobilenetv3_rw	4.907	95.093	29.853	70.147	5.48	224	0.875	bicubic	-86.303	-67.807	+16
468	gluon_resnet50_v1c	4.893	95.107	28.133	71.867	25.58	224	0.875	bicubic	-88.137	-70.057	-67
469	hardcorenas_a	4.867	95.133	28.120	71.880	5.26	224	0.875	bilinear	-86.483	-69.740	+10
470	regnetx_032	4.853	95.147	30.280	69.720	15.30	224	0.875	bicubic	-88.267	-68.110	-75
471	xcit_nano_12_p16_224	4.853	95.147	25.453	74.547	3.05	224	1.000	bicubic	-83.757	-71.337	+60
472	tv_resnext50_32x4d	4.840	95.160	30.307	69.693	25.03	224	0.875	bilinear	-87.910	-67.963	-53
473	densenet161	4.720	95.280	29.533	70.467	28.68	224	0.875	bicubic	-87.770	-68.757	-38
474	tv_resnet101	4.707	95.293	29.347	70.653	44.55	224	0.875	bilinear	-88.113	-68.903	-60
475	resnext26ts	4.680	95.320	29.013	70.987	10.30	256	0.900	bicubic	-87.190	-68.907	-9
476	selecsls42b	4.667	95.333	28.587	71.413	32.46	224	0.875	bicubic	-87.613	-69.553	-30
477	tf_efficientnet_lite1	4.613	95.387	28.387	71.613	5.42	240	0.882	bicubic	-88.007	-69.683	-49
478	mobilenetv2_120d	4.533	95.467	29.280	70.720	5.83	224	0.875	bicubic	-87.867	-68.770	-37
479	vit_base_patch32_sam_224	4.333	95.667	24.387	75.613	88.22	224	0.900	bicubic	-85.417	-72.613	+37
480	efficientnet_es_pruned	4.213	95.787	26.533	73.467	5.44	224	0.875	bicubic	-86.967	-71.217	+5
481	tinynet_b	4.187	95.813	26.707	73.293	3.73	188	0.875	bicubic	-86.743	-70.963	+13
482	fbnetc_100	4.133	95.867	25.933	74.067	5.57	224	0.875	bilinear	-86.577	-71.277	+18
483	densenet201	4.120	95.880	27.547	72.453	20.01	224	0.875	bicubic	-88.630	-70.683	-66
484	gluon_resnet50_v1b	4.120	95.880	26.920	73.080	25.56	224	0.875	bicubic	-88.420	-71.250	-52
485	resnet26d	4.040	95.960	28.507	71.493	16.01	224	0.875	bicubic	-88.030	-69.463	-30
486	semnasnet_100	3.960	96.040	26.947	73.053	3.89	224	0.875	bicubic	-87.310	-70.613	-5
487	repvgg_a2	3.947	96.053	27.240	72.760	28.21	224	0.875	bilinear	-87.993	-70.910	-25
488	tf_mixnet_s	3.880	96.120	25.267	74.733	4.13	224	0.875	bicubic	-87.630	-72.353	-12
489	dpn68	3.853	96.147	26.080	73.920	12.61	224	0.875	bicubic	-88.177	-71.970	-31
490	semnasnet_075	3.853	96.147	27.013	72.987	2.91	224	0.875	bicubic	-86.227	-70.567	+22
491	regnety_008	3.813	96.187	27.133	72.867	6.26	224	0.875	bicubic	-87.907	-71.047	-18
492	tf_efficientnet_es	3.813	96.187	26.093	73.907	5.44	224	0.875	bicubic	-88.167	-71.777	-32
493	dla60	3.773	96.227	27.973	72.027	22.04	224	0.875	bilinear	-88.457	-70.137	-44
494	ssl_resnet18	3.747	96.253	25.440	74.560	11.69	224	0.875	bilinear	-86.473	-72.110	+15
495	mobilenetv2_140	3.720	96.280	26.787	73.213	6.11	224	0.875	bicubic	-88.120	-71.063	-27
496	densenet169	3.707	96.293	25.613	74.387	14.15	224	0.875	bicubic	-88.213	-72.487	-33
497	regnetx_016	3.627	96.373	26.293	73.707	9.19	224	0.875	bicubic	-88.533	-71.917	-45
498	res2net50_48w_2s	3.587	96.413	26.600	73.400	25.29	224	0.875	bilinear	-88.953	-71.490	-65
499	spnasnet_100	3.547	96.453	24.293	75.707	4.42	224	0.875	bilinear	-86.803	-72.897	+8
500	tf_mobilenetv3_large_100	3.547	96.453	25.053	74.947	5.48	224	0.875	bilinear	-87.693	-72.607	-18
501	regnety_006	3.453	96.547	24.893	75.107	6.06	224	0.875	bicubic	-87.927	-72.817	-23
502	legacy_seresnet34	3.333	96.667	23.813	76.187	21.96	224	0.875	bilinear	-87.567	-73.767	-7
503	efficientnet_lite0	3.253	96.747	25.867	74.133	4.65	224	0.875	bicubic	-87.877	-71.753	-17
504	dla34	3.240	96.760	23.573	76.427	15.74	224	0.875	bilinear	-87.530	-74.087	-6
505	ghostnet_100	3.213	96.787	24.853	75.147	5.18	224	0.875	bilinear	-86.817	-72.517	+8
506	regnety_004	3.200	96.800	22.653	77.347	4.34	224	0.875	bicubic	-87.290	-74.887	-1
507	mobilenetv2_110d	3.173	96.827	24.587	75.413	4.52	224	0.875	bicubic	-87.787	-72.973	-14
508	mnasnet_100	3.120	96.880	24.227	75.773	4.38	224	0.875	bicubic	-87.390	-73.243	-4
509	tinynet_c	3.107	96.893	21.520	78.480	2.46	184	0.875	bicubic	-84.663	-74.850	+25
510	tf_efficientnet_lite0	3.093	96.907	22.933	77.067	4.65	224	0.875	bicubic	-87.957	-74.657	-20
511	skresnet18	3.000	97.000	22.813	77.187	11.96	224	0.875	bicubic	-86.660	-74.417	+9
512	vgg19_bn	2.947	97.053	23.480	76.520	143.68	224	0.875	bilinear	-87.133	-73.950	-1
513	resnet34	2.920	97.080	23.680	76.320	21.80	224	0.875	bilinear	-88.210	-73.940	-26
514	tf_mobilenetv3_large_075	2.867	97.133	21.587	78.413	3.99	224	0.875	bilinear	-86.813	-75.623	+3
515	tinynet_d	2.867	97.133	17.787	82.213	2.34	152	0.875	bicubic	-81.883	-77.393	+30
516	hrnet_w18_small_v2	2.707	97.293	23.707	76.293	15.60	224	0.875	bilinear	-88.483	-74.193	-32
517	gluon_resnet34_v1b	2.667	97.333	21.667	78.333	21.80	224	0.875	bicubic	-88.293	-75.973	-25
518	regnetx_008	2.653	97.347	22.467	77.533	7.26	224	0.875	bicubic	-88.397	-75.243	-29
519	vgg16_bn	2.653	97.347	23.787	76.213	138.37	224	0.875	bilinear	-87.437	-73.583	-9
520	vgg16	2.627	97.373	20.427	79.573	138.36	224	0.875	bilinear	-85.923	-76.363	+12
521	lcnet_100	2.613	97.387	20.880	79.120	2.95	224	0.875	bicubic	-86.177	-75.850	+8
522	resnet18d	2.600	97.400	21.600	78.400	11.71	224	0.875	bicubic	-86.670	-75.540	0
523	tv_densenet121	2.560	97.440	22.667	77.333	7.98	224	0.875	bicubic	-88.330	-75.043	-26
524	repvgg_b0	2.547	97.453	24.027	75.973	15.82	224	0.875	bilinear	-88.873	-73.963	-47
525	regnetx_006	2.520	97.480	20.627	79.373	6.20	224	0.875	bicubic	-87.830	-76.803	-19
526	legacy_seresnet18	2.493	97.507	20.080	79.920	11.78	224	0.875	bicubic	-86.387	-76.900	+2
527	resnet26	2.480	97.520	23.027	76.973	16.00	224	0.875	bicubic	-88.640	-74.723	-39
528	lcnet_075	2.320	97.680	17.147	82.853	2.36	224	0.875	bicubic	-83.670	-78.533	+15
529	regnety_002	2.160	97.840	18.893	81.107	3.16	224	0.875	bicubic	-85.220	-77.697	+8
530	mobilenetv2_100	2.147	97.853	19.907	80.093	3.50	224	0.875	bicubic	-87.463	-77.243	-9
531	vgg19	2.107	97.893	20.747	79.253	143.67	224	0.875	bilinear	-86.933	-76.123	-6
532	vgg13_bn	2.093	97.907	20.307	79.693	133.05	224	0.875	bilinear	-86.667	-76.663	-2
533	mnasnet_small	2.040	97.960	14.973	85.027	2.03	224	0.875	bicubic	-81.950	-79.947	+14
534	tf_mobilenetv3_small_100	2.013	97.987	15.853	84.147	2.54	224	0.875	bilinear	-83.197	-79.917	+10
535	tf_mobilenetv3_small_075	2.000	98.000	14.813	85.187	2.04	224	0.875	bilinear	-81.510	-79.987	+15
536	regnetx_004	1.960	98.040	19.173	80.827	5.16	224	0.875	bicubic	-86.940	-77.947	-9
537	vgg13	1.867	98.133	17.960	82.040	133.05	224	0.875	bilinear	-85.183	-78.360	+1
538	tv_resnet34	1.867	98.133	20.000	80.000	21.80	224	0.875	bilinear	-88.063	-77.340	-22
539	tinynet_e	1.853	98.147	14.013	85.987	2.04	106	0.875	bicubic	-77.047	-78.547	+14
540	lcnet_050	1.813	98.187	13.880	86.120	1.88	224	0.875	bicubic	-79.967	-79.830	+11
541	dla46x_c	1.760	98.240	16.480	83.520	1.07	224	0.875	bilinear	-82.490	-78.790	+5
542	vgg11_bn	1.720	98.280	18.093	81.907	132.87	224	0.875	bilinear	-85.780	-78.727	-7
543	tf_mobilenetv3_large_minimal_100	1.627	98.373	17.133	82.867	3.92	224	0.875	bilinear	-87.333	-79.727	-17
544	dla60x_c	1.613	98.387	18.040	81.960	1.32	224	0.875	bilinear	-84.677	-78.120	-3
545	mobilenetv2_050	1.613	98.387	14.200	85.800	1.97	224	0.875	bicubic	-82.277	-80.510	+3
546	vgg11	1.560	98.440	16.227	83.773	132.86	224	0.875	bilinear	-84.990	-80.053	-6
547	gluon_resnet18_v1b	1.547	98.453	16.613	83.387	11.69	224	0.875	bicubic	-86.853	-80.067	-14
548	hrnet_w18_small	1.547	98.453	18.147	81.853	13.19	224	0.875	bilinear	-87.503	-78.963	-24
549	dla46_c	1.507	98.493	15.267	84.733	1.30	224	0.875	bilinear	-82.143	-79.653	0
550	regnetx_002	1.373	98.627	15.027	84.973	2.68	224	0.875	bicubic	-84.817	-80.953	-8
551	resnet18	1.160	98.840	16.227	83.773	11.69	224	0.875	bilinear	-86.230	-80.063	-15
552	tf_mobilenetv3_small_minimal_100	1.013	98.987	11.493	88.507	2.04	224	0.875	bilinear	-80.367	-82.177	0
553	tv_resnet50	0.000	100.000	14.453	85.547	25.56	224	0.875	bilinear	-91.880	-83.587	-88