pytorch-image-models/results/results-imagenetv2-matched-frequency.csv

1	model	top1	top1_err	top5	top5_err	param_count	img_size	crop_pct	interpolation	top1_diff	top5_diff	rank_diff
2	eva_giant_patch14_336.clip_ft_in1k	82.190	17.810	96.280	3.720	1,013.01	336	1.000	bicubic	-7.286	-2.544	+2
3	eva_giant_patch14_560.m30m_ft_in22k_in1k	82.050	17.950	96.440	3.560	1,014.45	560	1.000	bicubic	-7.746	-2.552	-1
4	eva_giant_patch14_336.m30m_ft_in22k_in1k	81.840	18.160	96.290	3.710	1,013.01	336	1.000	bicubic	-7.728	-2.662	-1
5	eva_giant_patch14_224.clip_ft_in1k	81.590	18.410	96.140	3.860	1,012.56	224	1.000	bicubic	-7.510	-2.576	+1
6	eva_large_patch14_336.in22k_ft_in1k	81.180	18.820	95.880	4.120	304.53	336	1.000	bicubic	-7.484	-2.840	+1
7	eva_large_patch14_336.in22k_ft_in22k_in1k	80.940	19.060	96.010	3.990	304.53	336	1.000	bicubic	-8.264	-2.840	-2
8	vit_large_patch14_clip_336.openai_ft_in12k_in1k	80.530	19.470	95.500	4.500	304.53	336	1.000	bicubic	-7.736	-3.032	+8
9	tf_efficientnet_l2.ns_jft_in1k_475	80.460	19.540	95.730	4.270	480.31	475	0.936	bicubic	-7.774	-2.816	+9
10	beitv2_large_patch16_224.in1k_ft_in22k_in1k	80.260	19.740	95.160	4.840	304.43	224	0.950	bicubic	-8.126	-3.438	+3
11	tf_efficientnet_l2.ns_jft_in1k	80.250	19.750	95.840	4.160	480.31	800	0.960	bicubic	-8.102	-2.810	+3
12	eva_large_patch14_196.in22k_ft_in1k	80.170	19.830	95.450	4.550	304.14	196	1.000	bicubic	-7.768	-3.042	+12
13	maxvit_base_tf_512.in21k_ft_in1k	80.160	19.840	95.490	4.510	119.88	512	1.000	bicubic	-8.052	-3.042	+6
14	eva_large_patch14_196.in22k_ft_in22k_in1k	80.160	19.840	95.390	4.610	304.14	196	1.000	bicubic	-8.426	-3.266	-4
15	maxvit_xlarge_tf_512.in21k_ft_in1k	80.100	19.900	95.490	4.510	475.77	512	1.000	bicubic	-8.438	-3.154	-4
16	maxvit_large_tf_512.in21k_ft_in1k	79.990	20.010	95.150	4.850	212.33	512	1.000	bicubic	-8.228	-3.448	+3
17	beit_large_patch16_512.in22k_ft_in22k_in1k	79.940	20.060	95.350	4.650	305.67	512	1.000	bicubic	-8.658	-3.306	-9
18	maxvit_xlarge_tf_384.in21k_ft_in1k	79.690	20.310	95.160	4.840	475.32	384	1.000	bicubic	-8.616	-3.384	-3
19	maxvit_large_tf_384.in21k_ft_in1k	79.600	20.400	95.080	4.920	212.03	384	1.000	bicubic	-8.392	-3.486	+4
20	vit_large_patch14_clip_224.openai_ft_in1k	79.590	20.410	94.990	5.010	304.20	224	1.000	bicubic	-8.262	-3.438	+7
21	vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k	79.530	20.470	94.990	5.010	632.46	336	1.000	bicubic	-9.044	-3.670	-11
22	beit_large_patch16_384.in22k_ft_in22k_in1k	79.500	20.500	95.180	4.820	305.00	384	1.000	bicubic	-8.904	-3.428	-10
23	vit_large_patch14_clip_224.openai_ft_in12k_in1k	79.390	20.610	95.070	4.930	304.20	224	1.000	bicubic	-8.778	-3.474	-1
24	vit_huge_patch14_clip_224.laion2b_ft_in1k	79.370	20.630	94.920	5.080	632.05	224	1.000	bicubic	-8.224	-3.300	+7
25	maxvit_base_tf_384.in21k_ft_in1k	79.340	20.660	95.080	4.920	119.65	384	1.000	bicubic	-8.582	-3.462	0
26	vit_large_patch14_clip_336.laion2b_ft_in1k	79.230	20.770	94.980	5.020	304.53	336	1.000	bicubic	-8.618	-3.390	+2
27	vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k	79.220	20.780	95.090	4.910	632.05	224	1.000	bicubic	-9.026	-3.460	-10
28	deit3_huge_patch14_224_in21ft1k	79.160	20.840	94.860	5.140	632.13	224	1.000	bicubic	-8.024	-3.400	+10
29	deit3_large_patch16_384_in21ft1k	79.090	20.910	94.880	5.120	304.76	384	1.000	bicubic	-8.626	-3.632	+1
30	vit_large_patch14_clip_336.laion2b_ft_in12k_in1k	78.990	21.010	94.910	5.090	304.53	336	1.000	bicubic	-9.192	-3.662	-9
31	beit_large_patch16_224.in22k_ft_in22k_in1k	78.820	21.180	94.600	5.400	304.43	224	0.900	bicubic	-8.656	-3.704	+1
32	deit3_large_patch16_224_in21ft1k	78.630	21.370	94.720	5.280	304.37	224	1.000	bicubic	-8.348	-3.518	+13
33	vit_large_patch14_clip_224.laion2b_ft_in12k_in1k	78.510	21.490	94.640	5.360	304.20	224	1.000	bicubic	-9.380	-3.770	-8
34	tf_efficientnet_b7.ns_jft_in1k	78.510	21.490	94.380	5.620	66.35	600	0.949	bicubic	-8.330	-3.714	+15
35	vit_large_patch14_clip_224.laion2b_ft_in1k	78.410	21.590	94.570	5.430	304.20	224	1.000	bicubic	-8.882	-3.676	+1
36	volo_d5_512	77.970	22.030	94.170	5.830	296.09	512	1.150	bicubic	-9.074	-3.798	+6
37	convnext_xlarge.fb_in22k_ft_in1k_384	77.960	22.040	94.460	5.540	350.20	384	1.000	bicubic	-9.788	-4.094	-8
38	vit_large_patch16_384.augreg_in21k_ft_in1k	77.940	22.060	94.450	5.550	304.72	384	1.000	bicubic	-9.140	-3.850	+3
39	deit3_base_patch16_384_in21ft1k	77.890	22.110	94.030	5.970	86.88	384	1.000	bicubic	-8.854	-4.082	+15
40	vit_base_patch16_clip_384.laion2b_ft_in12k_in1k	77.790	22.210	94.170	5.830	86.86	384	1.000	bicubic	-9.428	-3.864	-3
41	volo_d5_448	77.770	22.230	94.050	5.950	295.91	448	1.150	bicubic	-9.184	-3.888	+5
42	volo_d4_448	77.750	22.250	93.930	6.070	193.41	448	1.150	bicubic	-9.040	-3.952	+10
43	tf_efficientnetv2_xl.in21k_ft_in1k	77.640	22.360	93.970	6.030	208.12	512	1.000	bicubic	-9.108	-4.048	+10
44	tf_efficientnetv2_l.in21k_ft_in1k	77.580	22.420	94.280	5.720	118.52	480	1.000	bicubic	-9.226	-3.854	+5
45	maxvit_base_tf_512.in1k	77.460	22.540	93.960	6.040	119.88	512	1.000	bicubic	-9.138	-3.960	+11
46	convnext_large.fb_in22k_ft_in1k_384	77.420	22.580	94.200	5.800	197.77	384	1.000	bicubic	-10.052	-4.186	-13
47	vit_base_patch16_clip_384.laion2b_ft_in1k	77.340	22.660	93.860	6.140	86.86	384	1.000	bicubic	-9.280	-4.150	+8
48	swinv2_large_window12to24_192to384_22kft1k	77.310	22.690	93.930	6.070	196.74	384	1.000	bicubic	-10.148	-4.322	-14
49	tf_efficientnet_b6.ns_jft_in1k	77.280	22.720	93.890	6.110	43.04	528	0.942	bicubic	-9.172	-3.992	+11
50	maxvit_large_tf_512.in1k	77.280	22.720	93.780	6.220	212.33	512	1.000	bicubic	-9.238	-4.104	+8
51	swinv2_base_window12to24_192to384_22kft1k	77.180	22.820	94.260	5.740	87.92	384	1.000	bicubic	-9.928	-3.976	-11
52	maxvit_large_tf_384.in1k	77.120	22.880	93.460	6.540	212.03	384	1.000	bicubic	-9.116	-4.230	+15
53	beitv2_base_patch16_224.in1k_ft_in22k_in1k	77.090	22.910	94.020	5.980	86.53	224	0.900	bicubic	-9.390	-4.028	+7
54	volo_d3_448	77.070	22.930	94.110	5.890	86.63	448	1.000	bicubic	-9.424	-3.600	+4
55	vit_large_r50_s32_384.augreg_in21k_ft_in1k	77.060	22.940	93.720	6.280	329.09	384	1.000	bicubic	-9.124	-4.198	+15
56	swin_large_patch4_window12_384	77.040	22.960	93.750	6.250	196.74	384	1.000	bicubic	-10.108	-4.484	-17
57	vit_base_patch16_clip_384.openai_ft_in1k	76.960	23.040	93.750	6.250	86.86	384	1.000	bicubic	-9.246	-4.124	+12
58	swinv2_large_window12to16_192to256_22kft1k	76.930	23.070	93.530	6.470	196.74	256	0.900	bicubic	-10.006	-4.578	-11
59	beit_base_patch16_384.in22k_ft_in22k_in1k	76.890	23.110	93.910	6.090	86.74	384	1.000	bicubic	-9.910	-4.228	-9
60	tf_efficientnetv2_m.in21k_ft_in1k	76.890	23.110	93.650	6.350	54.14	480	1.000	bicubic	-9.114	-4.292	+19
61	cait_m48_448	76.870	23.130	93.370	6.630	356.46	448	1.000	bicubic	-9.614	-4.384	-2
62	ig_resnext101_32x48d	76.870	23.130	93.310	6.690	828.41	224	0.875	bilinear	-8.558	-4.262	+42
63	vit_base_patch16_clip_384.openai_ft_in12k_in1k	76.850	23.150	93.790	6.210	86.86	384	0.950	bicubic	-10.184	-4.390	-20
64	ig_resnext101_32x32d	76.840	23.160	93.200	6.800	468.53	224	0.875	bilinear	-8.254	-4.238	+64
65	tf_efficientnet_b5.ns_jft_in1k	76.810	23.190	93.580	6.420	30.39	456	0.934	bicubic	-9.278	-4.172	+9
66	maxvit_base_tf_384.in1k	76.770	23.230	93.420	6.580	119.65	384	1.000	bicubic	-9.524	-4.384	-2
67	convnext_large.fb_in22k_ft_in1k	76.730	23.270	93.710	6.290	197.77	288	1.000	bicubic	-10.286	-4.496	-23
68	deit3_large_patch16_384	76.690	23.310	93.350	6.650	304.76	384	1.000	bicubic	-9.120	-4.246	+19
69	convnext_base.fb_in22k_ft_in1k_384	76.640	23.360	93.700	6.300	88.59	384	1.000	bicubic	-10.154	-4.564	-18
70	xcit_large_24_p8_384_dist	76.630	23.370	93.090	6.910	188.93	384	1.000	bicubic	-9.370	-4.596	+10
71	convnext_xlarge.fb_in22k_ft_in1k	76.620	23.380	93.850	6.150	350.20	288	1.000	bicubic	-10.718	-4.478	-36
72	volo_d5_224	76.580	23.420	93.300	6.700	295.46	224	0.960	bicubic	-9.488	-4.278	+3
73	vit_base_patch8_224.augreg2_in21k_ft_in1k	76.570	23.430	93.330	6.670	86.58	224	0.900	bicubic	-9.642	-4.502	-5
74	deit3_base_patch16_224_in21ft1k	76.550	23.450	93.560	6.440	86.59	224	1.000	bicubic	-9.164	-4.184	+18
75	vit_base_patch16_384.augreg_in21k_ft_in1k	76.500	23.500	93.750	6.250	86.86	384	1.000	bicubic	-9.506	-4.250	+3
76	maxvit_small_tf_512.in1k	76.490	23.510	93.390	6.610	69.13	512	1.000	bicubic	-9.598	-4.368	-3
77	swinv2_base_window12to16_192to256_22kft1k	76.450	23.550	93.670	6.330	87.92	256	0.900	bicubic	-9.824	-4.226	-11
78	cait_m36_384	76.320	23.680	93.050	6.950	271.22	384	1.000	bicubic	-9.734	-4.680	-2
79	vit_large_patch16_224.augreg_in21k_ft_in1k	76.290	23.710	93.600	6.400	304.33	224	0.900	bicubic	-9.552	-4.224	+5
80	swin_base_patch4_window12_384	76.280	23.720	93.320	6.680	87.90	384	1.000	bicubic	-10.152	-4.738	-18
81	swin_large_patch4_window7_224	76.270	23.730	93.420	6.580	196.53	224	0.900	bicubic	-10.050	-4.476	-18
82	cait_s36_384	76.210	23.790	92.970	7.030	68.37	384	1.000	bicubic	-9.250	-4.510	+21
83	xcit_medium_24_p8_384_dist	76.140	23.860	92.980	7.020	84.32	384	1.000	bicubic	-9.676	-4.612	+2
84	dm_nfnet_f6	76.130	23.870	93.110	6.890	438.36	576	0.956	bicubic	-10.014	-4.620	-12
85	flexivit_large.1200ep_in1k	76.100	23.900	93.010	6.990	304.36	240	0.950	bicubic	-9.544	-4.532	+11
86	tf_efficientnet_b7.ap_in1k	76.090	23.910	92.970	7.030	66.35	600	0.949	bicubic	-9.030	-4.282	+38
87	tf_efficientnet_b8.ap_in1k	76.090	23.910	92.730	7.270	87.41	672	0.954	bicubic	-9.280	-4.660	+24
88	volo_d2_384	76.080	23.920	93.130	6.870	58.87	384	1.000	bicubic	-9.956	-4.442	-11
89	maxvit_small_tf_384.in1k	76.070	23.930	92.620	7.380	69.02	384	1.000	bicubic	-9.464	-4.844	+11
90	maxvit_tiny_tf_512.in1k	76.050	23.950	93.160	6.840	31.05	512	1.000	bicubic	-9.612	-4.420	+5
91	flexivit_large.600ep_in1k	76.040	23.960	92.960	7.040	304.36	240	0.950	bicubic	-9.498	-4.532	+7
92	vit_base_patch8_224.augreg_in21k_ft_in1k	76.010	23.990	93.380	6.620	86.58	224	0.900	bicubic	-9.786	-4.410	-4
93	tf_efficientnetv2_l.in1k	76.000	24.000	93.080	6.920	118.52	480	1.000	bicubic	-9.670	-4.394	+1
94	volo_d4_224	76.000	24.000	93.000	7.000	192.96	224	0.960	bicubic	-9.872	-4.468	-11
95	xcit_large_24_p8_224_dist	75.990	24.010	92.730	7.270	188.93	224	1.000	bicubic	-9.406	-4.680	+13
96	flexivit_large.300ep_in1k	75.930	24.070	92.650	7.350	304.36	240	0.950	bicubic	-9.350	-4.790	+17
97	convnext_base.fb_in22k_ft_in1k	75.910	24.090	93.580	6.420	88.59	288	1.000	bicubic	-10.370	-4.510	-32
98	dm_nfnet_f4	75.850	24.150	92.950	7.050	316.07	512	0.951	bicubic	-9.864	-4.570	-5
99	xcit_large_24_p16_384_dist	75.820	24.180	92.750	7.250	189.10	384	1.000	bicubic	-9.934	-4.788	-8
100	deit3_huge_patch14_224	75.790	24.210	92.760	7.240	632.13	224	0.900	bicubic	-9.414	-4.598	+21
101	xcit_small_24_p8_384_dist	75.770	24.230	92.980	7.020	47.63	384	1.000	bicubic	-9.786	-4.592	-4
102	vit_base_patch16_clip_224.laion2b_ft_in12k_in1k	75.740	24.260	92.750	7.250	86.57	224	0.950	bicubic	-10.430	-5.004	-31
103	ig_resnext101_32x16d	75.720	24.280	92.910	7.090	194.03	224	0.875	bilinear	-8.450	-4.286	+89
104	efficientnet_b5.in12k_ft_in1k	75.680	24.320	93.040	6.960	30.39	448	1.000	bicubic	-10.208	-4.692	-22
105	tf_efficientnet_b4.ns_jft_in1k	75.670	24.330	93.050	6.950	19.34	380	0.922	bicubic	-9.492	-4.420	+18
106	vit_medium_patch16_gap_384.in12k_ft_in1k	75.660	24.340	92.970	7.030	39.03	384	0.950	bicubic	-9.876	-4.664	-7
107	volo_d1_384	75.610	24.390	93.070	6.930	26.78	384	1.000	bicubic	-9.640	-4.126	+9
108	volo_d3_224	75.610	24.390	93.000	7.000	86.33	224	0.960	bicubic	-9.798	-4.280	-1
109	vit_base_patch16_clip_224.openai_ft_in1k	75.590	24.410	92.970	7.030	86.57	224	0.900	bicubic	-9.690	-4.436	+3
110	vit_base_r50_s16_384.orig_in21k_ft_in1k	75.590	24.410	92.790	7.210	98.95	384	1.000	bicubic	-9.382	-4.498	+27
111	deit_base_distilled_patch16_384	75.550	24.450	92.500	7.500	87.63	384	1.000	bicubic	-9.872	-4.832	-6
112	vit_base_patch16_clip_224.openai_ft_in12k_in1k	75.500	24.500	92.760	7.240	86.57	224	0.950	bicubic	-10.430	-4.964	-31
113	regnetz_e8	75.490	24.510	92.690	7.310	57.70	320	1.000	bicubic	-9.540	-4.574	+21
114	cait_s24_384	75.480	24.520	92.600	7.400	47.06	384	1.000	bicubic	-9.566	-4.746	+19
115	xcit_medium_24_p8_224_dist	75.470	24.530	92.900	7.100	84.32	224	1.000	bicubic	-9.602	-4.354	+15
116	swsl_resnext101_32x8d	75.430	24.570	92.760	7.240	88.79	224	0.875	bilinear	-8.854	-4.416	+64
117	vit_base_patch16_224.augreg2_in21k_ft_in1k	75.410	24.590	93.230	6.770	86.57	224	0.900	bicubic	-9.696	-4.150	+8
118	vit_base_patch32_clip_448.laion2b_ft_in12k_in1k	75.410	24.590	92.710	7.290	88.34	448	1.000	bicubic	-10.374	-4.924	-29
119	tf_efficientnetv2_m.in1k	75.390	24.610	92.760	7.240	54.14	480	1.000	bicubic	-9.818	-4.608	+1
120	tf_efficientnet_b6.ap_in1k	75.380	24.620	92.440	7.560	43.04	528	0.942	bicubic	-9.408	-4.698	+27
121	beit_base_patch16_224.in22k_ft_in22k_in1k	75.370	24.630	93.040	6.960	86.53	224	0.900	bicubic	-9.866	-4.616	-3
122	volo_d2_224	75.300	24.700	92.510	7.490	58.68	224	0.960	bicubic	-9.896	-4.678	0
123	mvitv2_large	75.280	24.720	92.340	7.660	217.99	224	0.900	bicubic	-9.970	-4.874	-6
124	dm_nfnet_f3	75.210	24.790	92.940	7.060	254.92	416	0.940	bicubic	-10.312	-4.522	-23
125	efficientnetv2_rw_m.agc_in1k	75.170	24.830	92.570	7.430	53.24	416	1.000	bicubic	-9.638	-4.578	+21
126	convnext_small.fb_in22k_ft_in1k_384	75.150	24.850	93.050	6.950	50.22	384	1.000	bicubic	-10.628	-4.842	-36
127	deit3_large_patch16_224	75.140	24.860	92.280	7.720	304.37	224	0.900	bicubic	-9.624	-4.758	+21
128	ecaresnet269d	75.120	24.880	92.840	7.160	102.09	352	1.000	bicubic	-9.856	-4.386	+8
129	vit_base_patch16_clip_224.laion2b_ft_in1k	75.120	24.880	92.710	7.290	86.57	224	1.000	bicubic	-10.348	-4.866	-27
130	xcit_medium_24_p16_384_dist	75.120	24.880	92.440	7.560	84.40	384	1.000	bicubic	-10.292	-4.966	-24
131	deit3_small_patch16_384_in21ft1k	75.090	24.910	92.790	7.210	22.21	384	1.000	bicubic	-9.734	-4.696	+14
132	vit_base_patch32_clip_384.laion2b_ft_in12k_in1k	75.080	24.920	92.590	7.410	88.30	384	1.000	bicubic	-10.292	-5.074	-23
133	maxvit_tiny_tf_384.in1k	75.010	24.990	92.470	7.530	30.98	384	1.000	bicubic	-10.096	-5.064	-7
134	dm_nfnet_f5	75.000	25.000	92.600	7.400	377.21	544	0.954	bicubic	-10.814	-4.888	-48
135	xcit_small_24_p8_224_dist	74.980	25.020	92.310	7.690	47.63	224	1.000	bicubic	-9.896	-4.878	+7
136	tf_efficientnet_b8.ra_in1k	74.940	25.060	92.310	7.690	87.41	672	0.954	bicubic	-10.430	-4.984	-26
137	xcit_small_12_p8_384_dist	74.880	25.120	92.460	7.540	26.21	384	1.000	bicubic	-10.208	-4.822	-8
138	eca_nfnet_l2	74.830	25.170	92.650	7.350	56.72	384	1.000	bicubic	-9.868	-4.614	+13
139	deit3_base_patch16_384	74.790	25.210	92.240	7.760	86.88	384	1.000	bicubic	-10.282	-5.038	-8
140	tf_efficientnet_b7.ra_in1k	74.720	25.280	92.220	7.780	66.35	600	0.949	bicubic	-10.216	-4.984	-2
141	deit3_medium_patch16_224_in21ft1k	74.680	25.320	92.480	7.520	38.85	224	1.000	bicubic	-9.880	-4.708	+17
142	xcit_large_24_p16_224_dist	74.670	25.330	91.860	8.140	189.10	224	1.000	bicubic	-10.248	-5.272	-2
143	convnext_large.fb_in1k	74.640	25.360	91.970	8.030	197.77	288	1.000	bicubic	-10.206	-5.242	+1
144	dm_nfnet_f2	74.620	25.380	92.260	7.740	193.78	352	0.920	bicubic	-10.444	-4.980	-12
145	xcit_small_24_p16_384_dist	74.610	25.390	92.450	7.550	47.67	384	1.000	bicubic	-10.488	-4.860	-18
146	tf_efficientnet_b5.ap_in1k	74.600	25.400	91.990	8.010	30.39	456	0.934	bicubic	-9.652	-4.984	+38
147	vit_medium_patch16_gap_256.in12k_ft_in1k	74.580	25.420	91.950	8.050	38.86	256	0.950	bicubic	-9.850	-5.262	+24
148	maxvit_large_tf_224.in1k	74.580	25.420	91.700	8.300	211.79	224	0.950	bicubic	-10.346	-5.272	-8
149	swin_base_patch4_window7_224	74.570	25.430	92.560	7.440	87.77	224	0.900	bicubic	-10.682	-5.002	-35
150	dm_nfnet_f1	74.570	25.430	92.260	7.740	132.63	320	0.910	bicubic	-10.056	-4.840	+5
151	maxxvit_rmlp_small_rw_256	74.530	25.470	91.980	8.020	66.01	256	0.950	bicubic	-10.098	-5.082	+2
152	convnext_small.fb_in22k_ft_in1k	74.510	25.490	92.700	7.300	50.22	288	1.000	bicubic	-10.752	-4.984	-38
153	seresnet152d	74.510	25.490	92.080	7.920	66.84	320	1.000	bicubic	-9.852	-4.960	+25
154	gcvit_base	74.500	25.500	91.750	8.250	90.32	224	0.875	bicubic	-9.948	-5.332	+12
155	resnest200e	74.480	25.520	91.860	8.140	70.20	320	0.909	bicubic	-9.352	-5.034	+62
156	regnetz_040	74.460	25.540	91.890	8.110	27.12	320	1.000	bicubic	-9.776	-5.042	+29
157	tf_efficientnetv2_s.in21k_ft_in1k	74.450	25.550	92.510	7.490	21.46	384	1.000	bicubic	-9.852	-4.742	+22
158	regnetz_040h	74.430	25.570	92.240	7.760	28.94	320	1.000	bicubic	-10.064	-4.766	+5
159	resnetrs200	74.370	25.630	91.940	8.060	93.21	320	1.000	bicubic	-10.078	-4.904	+6
160	maxvit_rmlp_small_rw_224	74.360	25.640	91.410	8.590	64.90	224	0.900	bicubic	-10.124	-5.352	+4
161	flexivit_base.1200ep_in1k	74.350	25.650	91.800	8.200	86.59	240	0.950	bicubic	-10.314	-5.192	-9
162	maxvit_base_tf_224.in1k	74.330	25.670	91.750	8.250	119.47	224	0.950	bicubic	-10.530	-5.240	-19
163	seresnextaa101d_32x8d	74.330	25.670	91.720	8.280	93.59	288	1.000	bicubic	-10.238	-5.350	-6
164	mvitv2_base	74.240	25.760	91.620	8.380	51.47	224	0.900	bicubic	-10.182	-5.244	+9
165	seresnext101d_32x8d	74.210	25.790	91.860	8.140	93.59	288	1.000	bicubic	-10.160	-5.056	+12
166	coatnet_rmlp_2_rw_224	74.200	25.800	91.280	8.720	73.88	224	0.950	bicubic	-10.400	-5.456	-11
167	resnest269e	74.170	25.830	91.950	8.050	110.93	416	0.928	bicubic	-10.348	-4.986	-8
168	efficientnetv2_rw_s.ra2_in1k	74.170	25.830	91.710	8.290	23.94	384	1.000	bicubic	-9.638	-5.014	+52
169	cait_xs24_384	74.160	25.840	91.910	8.090	26.67	384	1.000	bicubic	-9.902	-4.978	+28
170	pit_b_distilled_224	74.160	25.840	91.680	8.320	74.79	224	0.900	bicubic	-9.984	-5.176	+24
171	swsl_resnext101_32x4d	74.140	25.860	91.990	8.010	44.18	224	0.875	bilinear	-9.090	-4.770	+86
172	flexivit_base.300ep_in1k	74.140	25.860	91.380	8.620	86.59	240	0.950	bicubic	-10.254	-5.740	+4
173	vit_base_patch16_384.orig_in21k_ft_in1k	74.130	25.870	92.360	7.640	86.86	384	1.000	bicubic	-10.080	-4.858	+15
174	eca_nfnet_l1	74.120	25.880	92.070	7.930	41.41	320	1.000	bicubic	-9.890	-4.958	+29
175	xcit_small_12_p16_384_dist	74.120	25.880	92.070	7.930	26.25	384	1.000	bicubic	-10.586	-5.048	-26
176	convnext_base.fb_in1k	74.120	25.880	91.730	8.270	88.59	288	1.000	bicubic	-10.314	-5.090	-5
177	volo_d1_224	74.110	25.890	92.030	7.970	26.63	224	0.960	bicubic	-10.054	-4.746	+15
178	flexivit_base.600ep_in1k	74.110	25.890	91.750	8.250	86.59	240	0.950	bicubic	-10.408	-5.236	-16
179	vit_large_r50_s32_224.augreg_in21k_ft_in1k	74.100	25.900	92.390	7.610	328.99	224	0.900	bicubic	-10.334	-4.582	-11
180	xcit_large_24_p8_224	74.060	25.940	90.890	9.110	188.93	224	1.000	bicubic	-10.332	-5.766	-4
181	vit_base_patch16_224_miil.in21k_ft_in1k	74.040	25.960	91.700	8.300	86.54	224	0.875	bilinear	-10.228	-5.102	+1
182	vit_base_patch32_clip_384.openai_ft_in12k_in1k	74.030	25.970	92.440	7.560	88.30	384	0.950	bicubic	-11.182	-4.962	-63
183	swsl_resnext101_32x16d	74.020	25.980	92.160	7.840	194.03	224	0.875	bilinear	-9.326	-4.686	+71
184	resnetv2_152x4_bitm	74.010	25.990	92.340	7.660	936.53	480	1.000	bilinear	-10.906	-5.100	-43
185	vit_base_patch16_224.augreg_in21k_ft_in1k	74.000	26.000	92.470	7.530	86.57	224	0.900	bicubic	-10.532	-4.824	-28
186	swinv2_base_window16_256	74.000	26.000	91.740	8.260	87.92	256	0.900	bicubic	-10.594	-5.334	-29
187	tf_efficientnetv2_s.in1k	74.000	26.000	91.530	8.470	21.46	384	1.000	bicubic	-9.894	-5.168	+24
188	regnetz_d32	73.970	26.030	91.950	8.050	27.58	320	0.950	bicubic	-10.052	-4.916	+14
189	crossvit_18_dagger_408	73.960	26.040	91.420	8.580	44.61	408	1.000	bicubic	-10.236	-5.398	+1
190	seresnext101_32x8d	73.940	26.060	91.450	8.550	93.57	288	1.000	bicubic	-10.252	-5.424	+1
191	xcit_small_12_p8_224_dist	73.930	26.070	91.720	8.280	26.21	224	1.000	bicubic	-10.302	-5.058	-5
192	resnetv2_152x2_bitm	73.920	26.080	92.670	7.330	236.34	448	1.000	bilinear	-10.590	-4.762	-31
193	resnetrs420	73.920	26.080	91.760	8.240	191.89	416	1.000	bicubic	-11.088	-5.364	-57
194	tf_efficientnet_b6.aa_in1k	73.900	26.100	91.750	8.250	43.04	528	0.942	bicubic	-10.210	-5.136	+1
195	tf_efficientnet_b3.ns_jft_in1k	73.890	26.110	91.870	8.130	12.23	300	0.904	bicubic	-10.158	-5.040	+5
196	edgenext_base	73.880	26.120	91.770	8.230	18.51	320	1.000	bicubic	-10.080	-4.998	+10
197	resmlp_big_24_224_in22ft1k	73.880	26.120	91.750	8.250	129.14	224	0.875	bicubic	-10.514	-5.132	-23
198	deit3_small_patch16_224_in21ft1k	73.850	26.150	91.960	8.040	22.06	224	1.000	bicubic	-9.220	-4.820	+74
199	vit_small_r26_s32_384.augreg_in21k_ft_in1k	73.800	26.200	92.300	7.700	36.47	384	1.000	bicubic	-10.246	-5.028	+1
200	maxvit_rmlp_tiny_rw_256	73.800	26.200	91.440	8.560	29.15	256	0.950	bicubic	-10.432	-5.436	-12
201	maxvit_small_tf_224.in1k	73.780	26.220	91.440	8.560	68.93	224	0.950	bicubic	-10.654	-5.724	-30
202	regnetz_d8	73.760	26.240	92.010	7.990	23.37	320	1.000	bicubic	-10.290	-4.988	-5
203	regnety_080	73.760	26.240	91.800	8.200	39.18	288	1.000	bicubic	-10.172	-5.088	+5
204	resnetrs270	73.710	26.290	91.580	8.420	129.86	352	1.000	bicubic	-10.724	-5.390	-34
205	gcvit_small	73.690	26.310	91.240	8.760	51.09	224	0.875	bicubic	-10.194	-5.418	+6
206	resnet200d	73.680	26.320	91.570	8.430	64.69	320	1.000	bicubic	-10.282	-5.254	-1
207	resnetv2_101x3_bitm	73.670	26.330	92.470	7.530	387.93	448	1.000	bilinear	-10.770	-4.912	-40
208	ig_resnext101_32x8d	73.650	26.350	92.190	7.810	88.79	224	0.875	bilinear	-9.038	-4.446	+88
209	xcit_medium_24_p16_224_dist	73.650	26.350	91.570	8.430	84.40	224	1.000	bicubic	-10.624	-5.370	-28
210	regnety_064	73.580	26.420	91.340	8.660	30.58	288	1.000	bicubic	-10.136	-5.334	+17
211	tresnet_v2_l	73.570	26.430	90.960	9.040	46.17	224	0.875	bilinear	-10.332	-5.532	-2
212	tf_efficientnet_b5.ra_in1k	73.550	26.450	91.460	8.540	30.39	456	0.934	bicubic	-10.262	-5.288	+6
213	swinv2_base_window8_256	73.530	26.470	91.530	8.470	87.92	256	0.900	bicubic	-10.732	-5.392	-30
214	resnet152d	73.520	26.480	91.230	8.770	60.21	320	1.000	bicubic	-10.160	-5.508	+19
215	cs3se_edgenet_x	73.510	26.490	91.500	8.500	50.72	320	1.000	bicubic	-10.038	-5.170	+23
216	regnetv_064	73.480	26.520	91.590	8.410	30.58	288	1.000	bicubic	-10.232	-5.158	+12
217	convnext_small.fb_in1k	73.480	26.520	91.330	8.670	50.22	288	1.000	bicubic	-10.226	-5.480	+15
218	deit3_base_patch16_224	73.470	26.530	91.290	8.710	86.59	224	0.900	bicubic	-10.322	-5.294	+3
219	sequencer2d_l	73.470	26.530	91.100	8.900	54.30	224	0.875	bicubic	-9.936	-5.406	+25
220	xcit_tiny_24_p8_384_dist	73.400	26.600	91.570	8.430	12.11	384	1.000	bicubic	-10.340	-5.064	+3
221	resnetrs350	73.400	26.600	91.310	8.690	163.96	384	1.000	bicubic	-11.320	-5.678	-71
222	twins_svt_large	73.390	26.610	90.910	9.090	99.27	224	0.900	bicubic	-10.288	-5.684	+12
223	regnetz_d8_evos	73.380	26.620	91.640	8.360	23.46	320	0.950	bicubic	-10.670	-5.354	-25
224	pvt_v2_b4	73.380	26.620	91.080	8.920	62.56	224	0.900	bicubic	-10.336	-5.640	+5
225	regnety_160	73.360	26.640	91.690	8.310	83.59	288	1.000	bicubic	-10.326	-5.086	+7
226	efficientnet_b4.ra2_in1k	73.320	26.680	91.280	8.720	19.34	384	1.000	bicubic	-10.108	-5.316	+16
227	swin_s3_base_224	73.320	26.680	91.180	8.820	71.13	224	0.900	bicubic	-10.610	-5.482	-19
228	vit_small_patch16_384.augreg_in21k_ft_in1k	73.290	26.710	91.990	8.010	22.20	384	1.000	bicubic	-10.512	-5.112	-9
229	xcit_small_24_p16_224_dist	73.290	26.710	91.450	8.550	47.67	224	1.000	bicubic	-10.572	-5.278	-18
230	resmlp_big_24_distilled_224	73.290	26.710	91.160	8.840	129.14	224	0.875	bicubic	-10.298	-5.488	+8
231	swinv2_small_window16_256	73.280	26.720	91.270	8.730	49.73	256	0.900	bicubic	-10.926	-5.600	-42
232	mvitv2_small	73.270	26.730	91.200	8.800	34.87	224	0.900	bicubic	-10.498	-5.370	-10
233	gcvit_tiny	73.270	26.730	90.970	9.030	28.22	224	0.875	bicubic	-10.130	-5.428	+13
234	pvt_v2_b5	73.240	26.760	91.090	8.910	81.96	224	0.900	bicubic	-10.500	-5.622	-10
235	deit_base_distilled_patch16_224	73.240	26.760	91.000	9.000	87.34	224	0.900	bicubic	-10.148	-5.488	+14
236	pvt_v2_b3	73.210	26.790	91.010	8.990	45.24	224	0.900	bicubic	-9.916	-5.546	+31
237	resnetrs152	73.200	26.800	91.260	8.740	86.62	320	1.000	bicubic	-10.512	-5.354	-8
238	maxvit_tiny_rw_224	73.200	26.800	90.820	9.180	29.06	224	0.950	bicubic	-10.304	-5.682	+2
239	xcit_medium_24_p8_224	73.140	26.860	90.270	9.730	84.32	224	1.000	bicubic	-10.594	-6.124	-13
240	vit_base_patch32_384.augreg_in21k_ft_in1k	73.130	26.870	91.240	8.760	88.30	384	1.000	bicubic	-10.220	-5.596	+12
241	jx_nest_base	73.110	26.890	91.070	8.930	67.72	224	0.875	bicubic	-10.442	-5.300	-4
242	swinv2_small_window8_256	73.110	26.890	90.940	9.060	49.73	256	0.900	bicubic	-10.746	-5.700	-29
243	xcit_small_24_p8_224	73.090	26.910	91.150	8.850	47.63	224	1.000	bicubic	-10.748	-5.486	-27
244	deit3_small_patch16_384	73.080	26.920	91.230	8.770	22.21	384	1.000	bicubic	-10.346	-5.446	-1
245	cait_s24_224	73.070	26.930	91.130	8.870	46.92	224	1.000	bicubic	-10.382	-5.434	-4
246	coatnet_rmlp_1_rw_224	73.020	26.980	90.890	9.110	41.69	224	0.950	bicubic	-10.338	-5.566	+5
247	crossvit_15_dagger_408	72.950	27.050	91.080	8.920	28.50	408	1.000	bicubic	-10.888	-5.702	-32
248	maxvit_tiny_tf_224.in1k	72.910	27.090	90.810	9.190	30.92	224	0.950	bicubic	-10.488	-5.778	-3
249	coatnet_1_rw_224	72.910	27.090	90.790	9.210	41.72	224	0.950	bicubic	-10.698	-5.598	-13
250	resnetv2_152x2_bit_teacher_384	72.890	27.110	91.550	8.450	236.34	384	1.000	bicubic	-10.954	-5.568	-36
251	tf_efficientnet_b4.ap_in1k	72.890	27.110	90.980	9.020	19.34	380	0.922	bicubic	-10.358	-5.412	+6
252	regnetv_040	72.880	27.120	91.100	8.900	20.64	288	1.000	bicubic	-10.314	-5.560	+7
253	dm_nfnet_f0	72.880	27.120	91.080	8.920	71.49	256	0.900	bicubic	-10.506	-5.492	-3
254	swinv2_cr_small_ns_224	72.800	27.200	90.800	9.200	49.70	224	0.900	bicubic	-10.688	-5.686	-14
255	xception65p	72.790	27.210	90.910	9.090	39.82	299	0.940	bicubic	-10.340	-5.570	+11
256	regnety_032	72.770	27.230	90.950	9.050	19.44	288	1.000	bicubic	-9.954	-5.474	+36
257	regnety_040	72.710	27.290	90.720	9.280	20.65	288	1.000	bicubic	-10.328	-5.790	+17
258	efficientformer_l7	72.690	27.310	90.810	9.190	82.23	224	0.950	bicubic	-10.696	-5.730	-8
259	swin_s3_small_224	72.670	27.330	90.560	9.440	49.74	224	0.900	bicubic	-11.100	-5.890	-37
260	nfnet_l0	72.610	27.390	91.010	8.990	35.07	288	1.000	bicubic	-10.140	-5.506	+31
261	resnext101_64x4d	72.610	27.390	90.840	9.160	83.46	288	1.000	bicubic	-10.538	-5.532	0
262	xcit_small_12_p8_224	72.610	27.390	90.680	9.320	26.21	224	1.000	bicubic	-10.734	-5.800	-8
263	pnasnet5large	72.610	27.390	90.510	9.490	86.06	331	0.911	bicubic	-10.172	-5.530	+28
264	xception65	72.600	27.400	90.830	9.170	39.92	299	0.940	bicubic	-10.580	-5.762	-3
265	cs3sedarknet_x	72.580	27.420	91.050	8.950	35.40	288	1.000	bicubic	-10.074	-5.304	+33
266	twins_pcpvt_large	72.580	27.420	90.700	9.300	60.99	224	0.900	bicubic	-10.560	-5.898	-2
267	resnest101e	72.570	27.430	90.820	9.180	48.28	256	0.875	bilinear	-10.320	-5.500	+15
268	swsl_resnext50_32x4d	72.560	27.440	90.870	9.130	25.03	224	0.875	bilinear	-9.622	-5.360	+80
269	twins_svt_base	72.550	27.450	90.460	9.540	56.07	224	0.900	bicubic	-10.586	-5.958	-5
270	tresnet_xl_448	72.550	27.450	90.310	9.690	78.44	448	0.875	bilinear	-10.500	-5.864	+4
271	resnetv2_50x3_bitm	72.530	27.470	91.760	8.240	217.32	448	1.000	bilinear	-11.484	-5.364	-70
272	gc_efficientnetv2_rw_t.agc_in1k	72.530	27.470	90.820	9.180	13.68	288	1.000	bicubic	-9.934	-5.478	+46
273	deit_base_patch16_384	72.530	27.470	90.250	9.750	86.86	384	1.000	bicubic	-10.576	-6.122	-2
274	deit3_medium_patch16_224	72.520	27.480	90.780	9.220	38.85	224	0.900	bicubic	-10.560	-5.512	-4
275	xcit_small_12_p16_224_dist	72.500	27.500	91.120	8.880	26.25	224	1.000	bicubic	-10.850	-5.294	-23
276	vit_base_patch32_clip_224.laion2b_ft_in12k_in1k	72.500	27.500	90.870	9.130	88.22	224	0.900	bicubic	-10.806	-5.660	-19
277	convnext_tiny.fb_in22k_ft_in1k_384	72.490	27.510	91.540	8.460	28.59	384	1.000	bicubic	-11.590	-5.602	-81
278	xcit_tiny_24_p8_224_dist	72.440	27.560	90.920	9.080	12.11	224	1.000	bicubic	-10.122	-5.146	+31
279	resnet101d	72.410	27.590	90.650	9.350	44.57	320	1.000	bicubic	-10.612	-5.796	-3
280	sequencer2d_m	72.400	27.600	90.690	9.310	38.31	224	0.875	bicubic	-10.406	-5.578	+8
281	maxxvit_rmlp_nano_rw_256	72.380	27.620	90.750	9.250	16.78	256	0.950	bicubic	-10.650	-5.594	-8
282	jx_nest_small	72.380	27.620	90.690	9.310	38.35	224	0.875	bicubic	-10.740	-5.638	-13
283	maxvit_rmlp_nano_rw_256	72.380	27.620	90.450	9.550	15.50	256	0.950	bicubic	-10.582	-5.820	-4
284	regnetz_c16	72.320	27.680	90.820	9.180	13.46	320	0.940	bicubic	-10.198	-5.252	+30
285	tf_efficientnet_b4.aa_in1k	72.290	27.710	90.590	9.410	19.34	380	0.922	bicubic	-10.732	-5.710	-8
286	tf_efficientnet_b2.ns_jft_in1k	72.280	27.720	91.090	8.910	9.11	260	0.890	bicubic	-10.100	-5.158	+39
287	maxvit_nano_rw_256	72.280	27.720	90.550	9.450	15.45	256	0.950	bicubic	-10.652	-5.672	-6
288	tresnet_m	72.270	27.730	90.240	9.760	31.39	224	0.875	bilinear	-10.810	-5.878	-17
289	resnetv2_50x1_bit_distilled	72.260	27.740	91.010	8.990	25.55	224	0.875	bicubic	-10.558	-5.512	-3
290	crossvit_18_240	72.250	27.750	90.270	9.730	43.27	240	0.875	bicubic	-10.150	-5.784	+32
291	regnetz_c16_evos	72.240	27.760	91.230	8.770	13.49	320	0.950	bicubic	-10.390	-5.244	+8
292	efficientnetv2_rw_t.ra2_in1k	72.240	27.760	90.420	9.580	13.65	288	1.000	bicubic	-10.108	-5.776	+38
293	nasnetalarge	72.230	27.770	90.470	9.530	88.75	331	0.911	bicubic	-10.390	-5.576	+8
294	cait_xxs36_384	72.190	27.810	90.840	9.160	17.37	384	1.000	bicubic	-10.004	-5.308	+53
295	twins_pcpvt_base	72.180	27.820	90.510	9.490	43.83	224	0.900	bicubic	-10.528	-5.836	-2
296	crossvit_18_dagger_240	72.150	27.850	90.070	9.930	44.27	240	0.875	bicubic	-10.368	-6.290	+19
297	xcit_tiny_24_p16_384_dist	72.080	27.920	90.580	9.420	12.12	384	1.000	bicubic	-10.490	-5.706	+11
298	resnet152	72.070	27.930	90.350	9.650	60.19	224	0.950	bicubic	-10.752	-5.776	-13
299	cs3edgenet_x	72.050	27.950	90.370	9.630	47.82	288	1.000	bicubic	-10.652	-6.000	-5
300	vit_relpos_base_patch16_clsgap_224.sw_in1k	72.010	27.990	90.250	9.750	86.43	224	0.900	bicubic	-10.752	-5.924	-10
301	mobilevitv2_200_384_in22ft1k	72.000	28.000	90.630	9.370	18.45	384	1.000	bicubic	-11.394	-5.950	-55
302	efficientformer_l3	72.000	28.000	90.280	9.720	31.41	224	0.950	bicubic	-10.550	-5.968	+10
303	vit_relpos_medium_patch16_cls_224.sw_in1k	71.980	28.020	90.290	9.710	38.76	224	0.900	bicubic	-10.582	-5.880	+5
304	convnext_tiny.fb_in1k	71.980	28.020	90.210	9.790	28.59	288	1.000	bicubic	-10.720	-5.926	-8
305	convnext_tiny_hnf.a2h_in1k	71.980	28.020	89.770	10.230	28.59	288	1.000	bicubic	-10.610	-6.246	-1
306	sequencer2d_s	71.940	28.060	90.480	9.520	27.65	224	0.875	bicubic	-10.402	-5.550	+25
307	convnext_nano.in12k_ft_in1k	71.890	28.110	91.000	9.000	15.59	288	1.000	bicubic	-10.968	-5.556	-23
308	swinv2_cr_small_224	71.890	28.110	90.270	9.730	49.70	224	0.900	bicubic	-11.256	-5.824	-45
309	eca_nfnet_l0	71.840	28.160	91.110	8.890	24.14	288	1.000	bicubic	-10.740	-5.380	-3
310	vit_relpos_base_patch16_224.sw_in1k	71.830	28.170	90.260	9.740	86.43	224	0.900	bicubic	-10.654	-5.882	+6
311	mobilevitv2_175_384_in22ft1k	71.810	28.190	90.780	9.220	14.25	384	1.000	bicubic	-11.132	-5.646	-32
312	flexivit_small.1200ep_in1k	71.740	28.260	90.270	9.730	22.06	240	0.950	bicubic	-10.786	-5.866	0
313	swin_small_patch4_window7_224	71.740	28.260	90.240	9.760	49.61	224	0.900	bicubic	-11.472	-6.082	-54
314	mvitv2_tiny	71.720	28.280	90.300	9.700	24.17	224	0.900	bicubic	-10.684	-5.856	+6
315	flexivit_small.300ep_in1k	71.720	28.280	89.970	10.030	22.06	240	0.950	bicubic	-10.452	-6.054	+36
316	swsl_resnet50	71.700	28.300	90.500	9.500	25.56	224	0.875	bilinear	-9.466	-4.596	+99
317	pvt_v2_b2_li	71.700	28.300	90.010	9.990	22.55	224	0.900	bicubic	-10.496	-6.094	+29
318	pit_b_224	71.700	28.300	89.250	10.750	73.76	224	0.900	bicubic	-10.746	-6.460	+4
319	xcit_large_24_p16_224	71.700	28.300	89.170	10.830	189.10	224	1.000	bicubic	-11.196	-6.712	-38
320	coatnet_bn_0_rw_224	71.690	28.310	90.380	9.620	27.44	224	0.950	bicubic	-10.708	-5.802	+3
321	flexivit_small.600ep_in1k	71.690	28.310	90.160	9.840	22.06	240	0.950	bicubic	-10.664	-5.926	+7
322	resnet61q	71.680	28.320	90.270	9.730	36.85	288	1.000	bicubic	-10.844	-5.860	-9
323	gcvit_xtiny	71.660	28.340	90.230	9.770	19.98	224	0.875	bicubic	-10.292	-5.736	+43
324	tresnet_xl	71.660	28.340	89.630	10.370	78.44	224	0.875	bilinear	-10.394	-6.306	+33
325	convit_base	71.600	28.400	90.150	9.850	86.54	224	0.875	bicubic	-10.688	-5.858	+14
326	tresnet_l_448	71.600	28.400	90.050	9.950	55.99	448	0.875	bilinear	-10.668	-5.926	+14
327	xcit_tiny_12_p8_384_dist	71.580	28.420	90.710	9.290	6.71	384	1.000	bicubic	-10.808	-5.514	-2
328	swinv2_tiny_window16_256	71.570	28.430	90.340	9.660	28.35	256	0.900	bicubic	-11.240	-5.892	-41
329	poolformer_m48	71.550	28.450	89.760	10.240	73.47	224	0.950	bicubic	-10.912	-6.198	-10
330	coatnet_0_rw_224	71.540	28.460	89.420	10.580	27.44	224	0.950	bicubic	-10.850	-6.416	-6
331	crossvit_15_dagger_240	71.520	28.480	89.860	10.140	28.21	240	0.875	bicubic	-10.812	-6.658	+2
332	ssl_resnext101_32x8d	71.500	28.500	90.460	9.540	88.79	224	0.875	bilinear	-10.116	-5.578	+54
333	fbnetv3_g.ra2_in1k	71.500	28.500	90.370	9.630	16.62	288	0.950	bilinear	-10.548	-5.694	+26
334	mobilevitv2_150_384_in22ft1k	71.490	28.510	90.420	9.580	10.59	384	1.000	bicubic	-11.104	-5.898	-33
335	ecaresnet101d	71.490	28.510	90.330	9.670	44.57	224	0.875	bicubic	-10.682	-5.716	+15
336	efficientnet_b3.ra2_in1k	71.480	28.520	90.060	9.940	12.23	320	1.000	bicubic	-10.762	-6.054	+5
337	resnet51q	71.430	28.570	90.180	9.820	35.70	288	1.000	bilinear	-10.930	-6.000	-11
338	pvt_v2_b2	71.430	28.570	90.040	9.960	25.36	224	0.900	bicubic	-10.646	-5.922	+17
339	ssl_resnext101_32x16d	71.410	28.590	90.560	9.440	194.03	224	0.875	bilinear	-10.434	-5.536	+34
340	pit_s_distilled_224	71.380	28.620	89.780	10.220	24.04	224	0.900	bicubic	-10.616	-6.018	+21
341	vit_relpos_medium_patch16_224.sw_in1k	71.350	28.650	89.950	10.050	38.75	224	0.900	bicubic	-11.116	-6.138	-24
342	xcit_tiny_24_p8_224	71.340	28.660	90.240	9.760	12.11	224	1.000	bicubic	-10.560	-5.736	+29
343	vit_base_patch16_224.orig_in21k_ft_in1k	71.330	28.670	90.460	9.540	86.57	224	0.900	bicubic	-10.456	-5.662	+35
344	tf_efficientnetv2_b3.in21k_ft_in1k	71.310	28.690	90.760	9.240	14.36	300	0.900	bicubic	-11.362	-5.864	-47
345	mixer_b16_224_miil	71.300	28.700	89.650	10.350	59.88	224	0.875	bilinear	-11.008	-6.066	-9
346	resnetv2_152x2_bit_teacher	71.290	28.710	90.430	9.570	236.34	224	0.875	bicubic	-11.572	-6.138	-63
347	ecaresnet50t	71.280	28.720	90.420	9.580	25.57	320	0.950	bicubic	-11.066	-5.718	-17
348	resnetv2_101	71.270	28.730	89.920	10.080	44.54	224	0.950	bicubic	-10.760	-5.940	+11
349	convmixer_1536_20	71.240	28.760	89.430	10.570	51.63	224	0.960	bicubic	-10.136	-6.184	+59
350	vit_base_patch32_clip_224.laion2b_ft_in1k	71.200	28.800	90.200	9.800	88.22	224	0.900	bicubic	-11.382	-6.002	-45
351	xcit_small_12_p16_224	71.200	28.800	89.750	10.250	26.25	224	1.000	bicubic	-10.774	-6.066	+12
352	crossvit_base_240	71.190	28.810	89.840	10.160	105.03	240	0.875	bicubic	-11.026	-5.990	-8
353	vit_relpos_medium_patch16_rpn_224.sw_in1k	71.170	28.830	90.080	9.920	38.73	224	0.900	bicubic	-11.128	-5.894	-17
354	deit_base_patch16_224	71.170	28.830	89.200	10.800	86.57	224	0.900	bicubic	-10.828	-6.534	+7
355	mobilevitv2_200_in22ft1k	71.140	28.860	89.700	10.300	18.45	256	0.888	bicubic	-11.184	-6.240	-21
356	swin_s3_tiny_224	71.130	28.870	89.720	10.280	28.33	224	0.900	bicubic	-10.992	-6.228	-5
357	resnetv2_50d_evos	71.110	28.890	90.030	9.970	25.59	288	0.950	bicubic	-10.866	-5.886	+5
358	halo2botnet50ts_256	71.100	28.900	89.610	10.390	22.64	256	0.950	bicubic	-10.960	-6.026	-2
359	cs3sedarknet_l	71.080	28.920	90.330	9.670	21.91	288	0.950	bicubic	-10.694	-5.638	+20
360	cs3darknet_x	71.070	28.930	90.120	9.880	35.05	288	1.000	bicubic	-11.158	-6.114	-17
361	xcit_tiny_12_p8_224_dist	71.040	28.960	89.880	10.120	6.71	224	1.000	bicubic	-10.172	-5.720	+54
362	xcit_medium_24_p16_224	71.020	28.980	89.520	10.480	84.40	224	1.000	bicubic	-11.616	-6.456	-63
363	resnetv2_101x1_bitm	71.010	28.990	91.090	8.910	44.54	448	1.000	bilinear	-11.322	-4.866	-32
364	resnetv2_50d_gn	71.010	28.990	89.770	10.230	25.57	288	0.950	bicubic	-10.806	-6.154	+12
365	xcit_small_24_p16_224	71.010	28.990	89.700	10.300	47.67	224	1.000	bicubic	-11.570	-6.304	-59
366	visformer_small	71.010	28.990	89.460	10.540	40.22	224	0.900	bicubic	-11.096	-6.412	-12
367	lamhalobotnet50ts_256	70.990	29.010	89.060	10.940	22.57	256	0.950	bicubic	-10.554	-6.444	+23
368	tresnet_m_448	70.990	29.010	88.680	11.320	31.39	448	0.875	bilinear	-10.724	-6.892	+12
369	edgenext_small	70.980	29.020	89.870	10.130	5.59	320	1.000	bicubic	-10.588	-5.836	+20
370	resnest50d_4s2x40d	70.950	29.050	89.710	10.290	30.42	224	0.875	bicubic	-10.158	-5.848	+54
371	wide_resnet50_2	70.950	29.050	89.230	10.770	68.88	224	0.875	bicubic	-10.506	-6.302	+29
372	convnext_nano.d1h_in1k	70.940	29.060	89.420	10.580	15.59	288	1.000	bicubic	-10.530	-6.238	+26
373	vit_small_patch16_224.augreg_in21k_ft_in1k	70.930	29.070	90.140	9.860	22.05	224	0.900	bicubic	-10.472	-5.994	+30
374	tnt_s_patch16_224	70.930	29.070	89.600	10.400	23.76	224	0.900	bicubic	-10.588	-6.148	+20
375	coatnet_nano_rw_224	70.920	29.080	89.710	10.290	15.14	224	0.900	bicubic	-10.780	-5.928	+6
376	tf_efficientnet_b3.ap_in1k	70.920	29.080	89.430	10.570	12.23	300	0.904	bicubic	-10.902	-6.194	-2
377	coatnext_nano_rw_224	70.910	29.090	90.250	9.750	14.70	224	0.900	bicubic	-11.038	-5.668	-11
378	coatnet_rmlp_nano_rw_224	70.910	29.090	89.920	10.080	15.15	224	0.900	bicubic	-11.154	-5.950	-22
379	vit_srelpos_medium_patch16_224.sw_in1k	70.900	29.100	89.960	10.040	38.74	224	0.900	bicubic	-11.336	-5.974	-37
380	tf_efficientnet_b1.ns_jft_in1k	70.870	29.130	90.120	9.880	7.79	240	0.882	bicubic	-10.518	-5.618	+25
381	vit_base_patch16_rpn_224.in1k	70.870	29.130	89.770	10.230	86.54	224	0.900	bicubic	-11.332	-6.226	-36
382	vit_large_patch32_384.orig_in21k_ft_in1k	70.860	29.140	90.570	9.430	306.63	384	1.000	bicubic	-10.646	-5.522	+13
383	jx_nest_tiny	70.850	29.150	89.940	10.060	17.06	224	0.875	bicubic	-10.564	-5.676	+20
384	resnetrs101	70.840	29.160	89.830	10.170	63.62	288	0.940	bicubic	-11.448	-6.108	-47
385	rexnet_200	70.840	29.160	89.700	10.300	16.37	224	0.875	bicubic	-10.792	-5.968	-1
386	tresnet_l	70.840	29.160	89.630	10.370	55.99	224	0.875	bilinear	-10.648	-5.994	+9
387	resnet101	70.840	29.160	89.510	10.490	44.55	224	0.950	bicubic	-11.098	-6.244	-15
388	tf_efficientnetv2_b3.in1k	70.830	29.170	89.500	10.500	14.36	300	0.904	bicubic	-11.140	-6.282	-24
389	coat_lite_small	70.800	29.200	89.570	10.430	19.84	224	0.900	bicubic	-11.508	-6.280	-54
390	poolformer_m36	70.790	29.210	89.510	10.490	56.17	224	0.950	bicubic	-11.320	-6.178	-38
391	deit3_small_patch16_224	70.760	29.240	89.460	10.540	22.06	224	0.900	bicubic	-10.626	-5.990	+15
392	levit_384	70.750	29.250	89.300	10.700	39.13	224	0.900	bicubic	-11.836	-6.716	-88
393	swinv2_cr_tiny_ns_224	70.720	29.280	89.370	10.630	28.33	224	0.900	bicubic	-11.070	-6.454	-16
394	vit_relpos_small_patch16_224.sw_in1k	70.710	29.290	90.000	10.000	21.98	224	0.900	bicubic	-10.752	-5.828	+4
395	vit_base_patch32_clip_224.openai_ft_in1k	70.710	29.290	89.830	10.170	88.22	224	0.900	bicubic	-11.220	-6.138	-24
396	mobilevitv2_175_in22ft1k	70.650	29.350	89.710	10.290	14.25	256	0.888	bicubic	-11.294	-6.082	-28
397	tf_efficientnet_b3.aa_in1k	70.640	29.360	89.440	10.560	12.23	300	0.904	bicubic	-10.996	-6.278	-13
398	crossvit_small_240	70.610	29.390	89.360	10.640	26.86	240	0.875	bicubic	-10.410	-6.100	+33
399	cait_xxs24_384	70.600	29.400	89.720	10.280	12.03	384	1.000	bicubic	-10.366	-5.926	+36
400	gluon_senet154	70.600	29.400	88.920	11.080	115.09	224	0.875	bicubic	-10.634	-6.428	+14
401	convit_small	70.580	29.420	89.580	10.420	27.78	224	0.875	bicubic	-10.846	-6.164	0
402	convnext_nano_ols.d1h_in1k	70.570	29.430	89.090	10.910	15.65	288	1.000	bicubic	-11.040	-6.550	-14
403	twins_pcpvt_small	70.550	29.450	89.070	10.930	24.11	224	0.900	bicubic	-10.538	-6.572	+25
404	swinv2_tiny_window8_256	70.540	29.460	89.500	10.500	28.35	256	0.900	bicubic	-11.266	-6.494	-28
405	ssl_resnext101_32x4d	70.530	29.470	89.760	10.240	44.18	224	0.875	bilinear	-10.394	-5.968	+34
406	vit_small_r26_s32_224.augreg_in21k_ft_in1k	70.520	29.480	90.110	9.890	36.43	224	0.900	bicubic	-11.338	-5.912	-35
407	deit_small_distilled_patch16_224	70.520	29.480	89.470	10.530	22.44	224	0.900	bicubic	-10.680	-5.908	+10
408	legacy_senet154	70.500	29.500	89.010	10.990	115.09	224	0.875	bilinear	-10.810	-6.486	+3
409	regnetz_b16	70.450	29.550	89.530	10.470	9.72	288	0.940	bicubic	-10.266	-5.948	+42
410	twins_svt_small	70.440	29.560	89.360	10.640	24.06	224	0.900	bicubic	-11.242	-6.310	-28
411	crossvit_15_240	70.430	29.570	89.530	10.470	27.53	240	0.875	bicubic	-11.106	-6.162	-20
412	gluon_seresnext101_64x4d	70.430	29.570	89.350	10.650	88.23	224	0.875	bicubic	-10.464	-5.958	+30
413	halonet50ts	70.430	29.570	89.320	10.680	22.73	256	0.940	bicubic	-11.214	-6.288	-30
414	tf_efficientnet_lite4.in1k	70.430	29.570	89.110	10.890	13.01	380	0.920	bilinear	-11.106	-6.558	-22
415	resnetaa50	70.420	29.580	90.000	10.000	25.56	288	1.000	bicubic	-11.202	-5.808	-29
416	resnest50d	70.410	29.590	88.760	11.240	27.48	224	0.875	bilinear	-10.564	-6.618	+18
417	resnest50d_1s4x24d	70.400	29.600	89.220	10.780	25.68	224	0.875	bicubic	-10.588	-6.102	+16
418	seresnext50_32x4d	70.400	29.600	89.110	10.890	27.56	224	0.875	bicubic	-10.866	-6.510	-5
419	cs3darknet_l	70.360	29.640	89.750	10.250	21.16	288	0.950	bicubic	-10.536	-5.920	+22
420	gernet_l	70.350	29.650	88.980	11.020	31.08	256	0.875	bilinear	-11.004	-6.556	-11
421	vit_srelpos_small_patch16_224.sw_in1k	70.290	29.710	89.580	10.420	21.97	224	0.900	bicubic	-10.804	-5.752	+4
422	gluon_resnet152_v1s	70.290	29.710	88.850	11.150	60.32	224	0.875	bicubic	-10.726	-6.562	+11
423	repvgg_b3	70.250	29.750	88.730	11.270	123.09	224	0.875	bilinear	-10.242	-6.530	+40
424	coat_mini	70.220	29.780	89.440	10.560	10.34	224	0.900	bicubic	-11.048	-5.952	-12
425	xception41p	70.220	29.780	89.090	10.910	26.91	299	0.940	bicubic	-11.738	-6.704	-60
426	sebotnet33ts_256	70.180	29.820	88.790	11.210	13.70	256	0.940	bicubic	-10.970	-6.384	-6
427	ecaresnet101d_pruned	70.130	29.870	89.590	10.410	24.88	224	0.875	bicubic	-10.688	-6.038	+19
428	efficientnet_el.ra_in1k	70.120	29.880	89.290	10.710	10.59	300	0.904	bicubic	-11.196	-6.236	-18
429	inception_resnet_v2	70.120	29.880	88.700	11.300	55.84	299	0.897	bicubic	-10.338	-6.606	+40
430	resmlp_36_distilled_224	70.090	29.910	89.100	10.900	44.69	224	0.875	bicubic	-11.070	-6.388	-12
431	haloregnetz_b	70.090	29.910	88.860	11.140	11.68	224	0.940	bicubic	-10.960	-6.336	-1
432	poolformer_s36	70.020	29.980	89.190	10.810	30.86	224	0.900	bicubic	-11.396	-6.256	-30
433	sehalonet33ts	70.020	29.980	88.710	11.290	13.69	256	0.940	bicubic	-10.938	-6.566	+3
434	gluon_seresnext101_32x4d	70.010	29.990	88.900	11.100	48.96	224	0.875	bicubic	-10.894	-6.394	+6
435	regnety_320	70.000	30.000	88.890	11.110	145.05	224	0.875	bicubic	-10.810	-6.354	+12
436	levit_256	69.970	30.030	89.250	10.750	18.89	224	0.900	bicubic	-11.540	-6.240	-42
437	gluon_resnet152_v1d	69.960	30.040	88.490	11.510	60.21	224	0.875	bicubic	-10.514	-6.716	+29
438	pit_s_224	69.890	30.110	88.930	11.070	23.46	224	0.900	bicubic	-11.204	-6.640	-11
439	maxvit_rmlp_pico_rw_256	69.880	30.120	89.270	10.730	7.52	256	0.950	bicubic	-10.636	-5.942	+22
440	ecaresnet50d	69.840	30.160	89.400	10.600	25.58	224	0.875	bicubic	-10.752	-5.920	+15
441	mobilevitv2_150_in22ft1k	69.820	30.180	89.170	10.830	10.59	256	0.888	bicubic	-11.658	-6.504	-44
442	mobilevitv2_200	69.760	30.240	88.610	11.390	18.45	256	0.888	bicubic	-11.376	-6.756	-21
443	ssl_resnext50_32x4d	69.710	30.290	89.440	10.560	25.03	224	0.875	bilinear	-10.608	-5.966	+38
444	xcit_tiny_24_p16_224_dist	69.700	30.300	88.710	11.290	12.12	224	1.000	bicubic	-10.746	-6.508	+27
445	xcit_tiny_12_p16_384_dist	69.690	30.310	89.030	10.970	6.72	384	1.000	bicubic	-11.250	-6.380	-8
446	lambda_resnet50ts	69.690	30.310	88.830	11.170	21.54	256	0.950	bicubic	-11.476	-7.142	-27
447	resmlp_24_distilled_224	69.680	30.320	89.050	10.950	30.02	224	0.875	bicubic	-11.086	-6.168	0
448	gluon_resnext101_64x4d	69.680	30.320	88.270	11.730	83.46	224	0.875	bicubic	-10.924	-6.718	+7
449	resnext50_32x4d	69.660	30.340	88.660	11.340	25.03	224	0.950	bicubic	-11.458	-6.672	-26
450	efficientnet_b3_pruned.in1k	69.580	30.420	88.980	11.020	9.86	300	0.904	bicubic	-11.278	-6.262	-5
451	gcresnext50ts	69.540	30.460	88.850	11.150	15.67	256	0.900	bicubic	-11.040	-6.320	+5
452	nf_resnet50	69.540	30.460	88.730	11.270	25.56	288	0.940	bicubic	-11.122	-6.606	0
453	gernet_m	69.530	30.470	88.690	11.310	21.14	224	0.875	bilinear	-11.202	-6.494	-5
454	ens_adv_inception_resnet_v2	69.530	30.470	88.510	11.490	55.84	299	0.897	bicubic	-10.452	-6.428	+51
455	efficientnet_el_pruned.in1k	69.520	30.480	88.930	11.070	10.59	300	0.904	bicubic	-10.780	-6.288	+30
456	repvgg_b3g4	69.520	30.480	88.450	11.550	83.83	224	0.875	bilinear	-10.692	-6.660	+36
457	gcresnet50t	69.500	30.500	89.040	10.960	25.90	256	0.900	bicubic	-11.440	-6.414	-21
458	efficientnet_b2.ra_in1k	69.500	30.500	88.680	11.320	9.11	288	1.000	bicubic	-11.112	-6.638	-4
459	rexnet_150	69.470	30.530	88.980	11.020	9.73	224	0.875	bicubic	-10.840	-6.186	+23
460	gcvit_xxtiny	69.470	30.530	88.870	11.130	12.00	224	0.875	bicubic	-10.244	-6.210	+61
461	swin_tiny_patch4_window7_224	69.450	30.550	89.020	10.980	28.29	224	0.900	bicubic	-11.928	-6.520	-54
462	regnetx_320	69.440	30.560	88.270	11.730	107.81	224	0.875	bicubic	-10.806	-6.756	+27
463	cspresnext50	69.430	30.570	88.620	11.380	20.57	256	0.887	bilinear	-11.116	-6.700	-6
464	vit_base_patch32_224.augreg_in21k_ft_in1k	69.410	30.590	89.420	10.580	88.22	224	0.900	bicubic	-11.314	-6.148	-14
465	convmixer_768_32	69.400	30.600	88.910	11.090	21.11	224	0.960	bicubic	-10.764	-6.162	+30
466	darknet53	69.370	30.630	88.770	11.230	41.61	288	1.000	bicubic	-11.164	-6.650	-8
467	inception_v4	69.360	30.640	88.780	11.220	42.68	299	0.875	bicubic	-10.808	-6.188	+27
468	legacy_seresnext101_32x4d	69.360	30.640	88.070	11.930	48.96	224	0.875	bilinear	-10.868	-6.948	+23
469	ecaresnetlight	69.340	30.660	89.220	10.780	30.16	224	0.875	bicubic	-11.122	-6.028	-1
470	resnet50d	69.330	30.670	88.220	11.780	25.58	224	0.875	bicubic	-11.200	-6.940	-11
471	cs3darknet_focus_l	69.320	30.680	89.440	10.560	21.15	288	0.950	bicubic	-11.564	-6.242	-28
472	xception71	69.320	30.680	88.260	11.740	42.34	299	0.903	bicubic	-10.554	-6.662	+37
473	vit_small_patch16_384.augreg_in1k	69.310	30.690	89.020	10.980	22.20	384	1.000	bicubic	-11.810	-6.554	-51
474	mobilevitv2_175	69.300	30.700	88.940	11.060	14.25	256	0.888	bicubic	-11.560	-6.314	-30
475	vit_small_patch32_384.augreg_in21k_ft_in1k	69.290	30.710	89.820	10.180	22.92	384	1.000	bicubic	-11.190	-5.778	-11
476	convnext_pico_ols.d1_in1k	69.240	30.760	88.830	11.170	9.06	288	1.000	bicubic	-11.224	-6.412	-9
477	edgenext_small_rw	69.230	30.770	88.750	11.250	7.83	320	1.000	bicubic	-11.226	-6.442	-7
478	efficientformer_l1	69.220	30.780	88.540	11.460	12.29	224	0.950	bicubic	-11.282	-6.458	-16
479	vit_base_patch16_384.augreg_in1k	69.180	30.820	88.380	11.620	86.86	384	1.000	bicubic	-11.922	-6.952	-54
480	gluon_xception65	69.160	30.840	88.090	11.910	39.92	299	0.903	bicubic	-10.556	-6.770	+39
481	gluon_resnet152_v1c	69.140	30.860	87.870	12.130	60.21	224	0.875	bicubic	-10.770	-6.970	+26
482	mixnet_xl.ra_in1k	69.100	30.900	88.310	11.690	11.90	224	0.875	bicubic	-11.376	-6.626	-17
483	seresnet33ts	69.090	30.910	88.490	11.510	19.78	256	0.900	bicubic	-11.262	-6.616	-5
484	tf_efficientnetv2_b2.in1k	69.090	30.910	88.220	11.780	10.10	260	0.890	bicubic	-11.118	-6.822	+9
485	resnetv2_50	69.040	30.960	88.440	11.560	25.55	224	0.950	bicubic	-11.392	-6.640	-13
486	gluon_resnet101_v1d	69.010	30.990	88.100	11.900	44.57	224	0.875	bicubic	-11.404	-6.914	-12
487	repvgg_b2g4	69.000	31.000	88.360	11.640	61.76	224	0.875	bilinear	-10.366	-6.328	+52
488	seresnet50	68.980	31.020	88.710	11.290	28.09	224	0.875	bicubic	-11.294	-6.360	-2
489	gcresnet33ts	68.980	31.020	88.470	11.530	19.88	256	0.900	bicubic	-11.102	-6.528	+11
490	gluon_resnext101_32x4d	68.960	31.040	88.360	11.640	44.18	224	0.875	bicubic	-11.374	-6.566	-10
491	convnext_pico.d1_in1k	68.930	31.070	88.480	11.520	9.05	288	0.950	bicubic	-11.496	-6.578	-18
492	tf_efficientnet_b2.ap_in1k	68.920	31.080	88.350	11.650	9.11	260	0.890	bicubic	-11.380	-6.678	-6
493	cspdarknet53	68.890	31.110	88.600	11.400	27.64	256	0.887	bilinear	-11.168	-6.484	+8
494	mobilevitv2_150	68.870	31.130	88.090	11.910	10.59	256	0.888	bicubic	-11.506	-6.970	-19
495	regnety_120	68.850	31.150	88.330	11.670	51.82	224	0.875	bicubic	-11.516	-6.796	-18
496	resnet50_gn	68.830	31.170	88.440	11.560	25.56	224	0.940	bicubic	-11.222	-6.506	+6
497	gluon_resnet152_v1b	68.820	31.180	87.710	12.290	60.19	224	0.875	bicubic	-10.866	-7.026	+25
498	eca_resnet33ts	68.810	31.190	88.580	11.420	19.68	256	0.900	bicubic	-11.268	-6.390	+2
499	dpn131	68.770	31.230	87.470	12.530	79.25	224	0.875	bicubic	-11.052	-7.240	+15
500	gmlp_s16_224	68.760	31.240	88.090	11.910	19.42	224	0.875	bicubic	-10.882	-6.508	+26
501	darknetaa53	68.750	31.250	88.720	11.280	36.02	288	1.000	bilinear	-11.772	-6.602	-41
502	tf_efficientnet_b2.aa_in1k	68.750	31.250	87.990	12.010	9.11	260	0.890	bicubic	-11.336	-6.918	-4
503	resnext50d_32x4d	68.740	31.260	88.300	11.700	25.05	224	0.875	bicubic	-10.936	-6.566	+21
504	poolformer_s24	68.740	31.260	88.220	11.780	21.39	224	0.900	bicubic	-11.576	-6.818	-21
505	resnet50	68.730	31.270	87.690	12.310	25.56	224	0.950	bicubic	-11.644	-6.924	-29
506	deit_small_patch16_224	68.720	31.280	88.200	11.800	22.05	224	0.900	bicubic	-11.136	-6.852	+4
507	gluon_resnet101_v1s	68.710	31.290	87.910	12.090	44.67	224	0.875	bicubic	-11.592	-7.250	-23
508	dpn107	68.690	31.310	88.130	11.870	86.92	224	0.875	bicubic	-11.466	-6.780	-12
509	gluon_seresnext50_32x4d	68.670	31.330	88.310	11.690	27.56	224	0.875	bicubic	-11.248	-6.512	-4
510	hrnet_w64	68.640	31.360	88.050	11.950	128.06	224	0.875	bilinear	-10.834	-6.602	+24
511	dpn98	68.590	31.410	87.680	12.320	61.57	224	0.875	bicubic	-11.052	-6.948	+16
512	xcit_tiny_12_p8_224	68.560	31.440	88.680	11.320	6.71	224	1.000	bicubic	-11.134	-6.372	+9
513	regnetx_160	68.530	31.470	88.450	11.550	54.28	224	0.875	bicubic	-11.326	-6.380	-2
514	cspresnet50	68.460	31.540	88.010	11.990	21.62	256	0.887	bilinear	-11.114	-6.702	+15
515	rexnet_130	68.450	31.550	88.040	11.960	7.56	224	0.875	bicubic	-11.050	-6.642	+16
516	xcit_tiny_24_p16_224	68.430	31.570	88.290	11.710	12.12	224	1.000	bicubic	-11.014	-6.592	+21
517	ecaresnet50d_pruned	68.420	31.580	88.370	11.630	19.94	224	0.875	bicubic	-11.296	-6.510	+1
518	tf_efficientnet_el.in1k	68.420	31.580	88.210	11.790	10.59	300	0.904	bicubic	-11.830	-6.918	-30
519	cait_xxs36_224	68.410	31.590	88.630	11.370	17.30	224	1.000	bicubic	-11.340	-6.236	-2
520	ssl_resnet50	68.410	31.590	88.560	11.440	25.56	224	0.875	bilinear	-10.812	-6.272	+33
521	skresnext50_32x4d	68.350	31.650	87.570	12.430	27.48	224	0.875	bicubic	-11.806	-7.072	-24
522	fbnetv3_d.ra2_in1k	68.330	31.670	88.450	11.550	10.31	256	0.950	bilinear	-11.350	-6.494	+1
523	dla102x2	68.330	31.670	87.890	12.110	41.28	224	0.875	bilinear	-11.118	-6.750	+14
524	efficientnet_b2_pruned.in1k	68.320	31.680	88.100	11.900	8.31	260	0.890	bicubic	-11.596	-6.756	-18
525	resmlp_big_24_224	68.320	31.680	87.520	12.480	129.14	224	0.875	bicubic	-12.708	-7.502	-95
526	gluon_resnext50_32x4d	68.310	31.690	87.300	12.700	25.03	224	0.875	bicubic	-11.044	-7.126	+14
527	vit_base_patch16_224.sam	68.280	31.720	87.720	12.280	86.57	224	0.900	bicubic	-11.962	-7.036	-37
528	ecaresnet26t	68.230	31.770	88.790	11.210	16.01	320	0.950	bicubic	-11.624	-6.294	-16
529	tf_efficientnet_lite3.in1k	68.230	31.770	87.740	12.260	8.20	300	0.904	bilinear	-11.590	-7.174	-14
530	ese_vovnet39b	68.210	31.790	88.240	11.760	24.57	224	0.875	bicubic	-11.110	-6.472	+11
531	fbnetv3_b.ra2_in1k	68.180	31.820	87.930	12.070	8.60	256	0.950	bilinear	-10.970	-6.816	+29
532	regnetx_120	68.150	31.850	87.660	12.340	46.11	224	0.875	bicubic	-11.446	-7.078	-4
533	resmlp_36_224	68.080	31.920	88.190	11.810	44.69	224	0.875	bicubic	-11.690	-6.696	-17
534	resnetrs50	68.030	31.970	87.710	12.290	35.69	224	0.910	bicubic	-11.862	-7.258	-26
535	pit_xs_distilled_224	68.020	31.980	87.720	12.280	11.00	224	0.900	bicubic	-11.286	-6.644	+10
536	dpn92	67.990	32.010	87.580	12.420	37.67	224	0.875	bicubic	-12.018	-7.256	-33
537	nf_regnet_b1	67.960	32.040	88.200	11.800	10.22	288	0.900	bicubic	-11.332	-6.548	+10
538	gluon_resnet50_v1d	67.940	32.060	87.130	12.870	25.58	224	0.875	bicubic	-11.134	-7.340	+27
539	resnetv2_50x1_bitm	67.920	32.080	89.300	10.700	25.55	448	1.000	bilinear	-12.422	-6.384	-60
540	levit_192	67.900	32.100	87.890	12.110	10.95	224	0.900	bicubic	-11.942	-6.896	-27
541	tf_efficientnetv2_b1.in1k	67.890	32.110	87.800	12.200	8.14	240	0.882	bicubic	-11.572	-6.922	-6
542	regnetx_080	67.880	32.120	86.990	13.010	39.57	224	0.875	bicubic	-11.314	-7.570	+16
543	resnext101_32x8d	67.860	32.140	87.490	12.510	88.79	224	0.875	bilinear	-11.448	-7.028	-1
544	efficientnet_em.ra2_in1k	67.840	32.160	88.120	11.880	6.90	240	0.882	bicubic	-11.412	-6.674	+8
545	legacy_seresnext50_32x4d	67.840	32.160	87.620	12.380	27.56	224	0.875	bilinear	-11.238	-6.816	+19
546	lambda_resnet26t	67.810	32.190	87.780	12.220	10.96	256	0.940	bicubic	-11.286	-6.812	+16
547	resmlp_24_224	67.810	32.190	87.610	12.390	30.02	224	0.875	bicubic	-11.564	-6.936	-9
548	hrnet_w48	67.770	32.230	87.420	12.580	77.47	224	0.875	bilinear	-11.530	-7.092	-2
549	hrnet_w44	67.740	32.260	87.560	12.440	67.06	224	0.875	bilinear	-11.156	-6.808	+25
550	coat_lite_mini	67.720	32.280	87.700	12.300	11.01	224	0.900	bicubic	-11.368	-6.904	+13
551	tf_efficientnet_b0.ns_jft_in1k	67.710	32.290	88.070	11.930	5.29	224	0.875	bicubic	-10.948	-6.306	+37
552	regnetx_064	67.680	32.320	87.520	12.480	26.21	224	0.875	bicubic	-11.392	-6.938	+13
553	eca_botnext26ts_256	67.680	32.320	87.060	12.940	10.59	256	0.950	bicubic	-11.594	-7.554	-2
554	convnext_femto_ols.d1_in1k	67.670	32.330	87.380	12.620	5.23	288	0.950	bicubic	-11.264	-7.152	+17
555	xception	67.650	32.350	87.570	12.430	22.86	299	0.897	bicubic	-11.402	-6.822	+12
556	dpn68b	67.630	32.370	87.670	12.330	12.61	224	0.875	bicubic	-11.586	-6.744	-2
557	halonet26t	67.620	32.380	87.250	12.750	12.48	256	0.950	bicubic	-11.480	-7.062	+4
558	dla169	67.610	32.390	87.590	12.410	53.39	224	0.875	bilinear	-11.078	-6.746	+28
559	gluon_inception_v3	67.590	32.410	87.470	12.530	23.83	299	0.875	bicubic	-11.216	-6.900	+19
560	gluon_resnet101_v1c	67.580	32.420	87.180	12.820	44.57	224	0.875	bicubic	-11.954	-7.398	-30
561	res2net50_26w_8s	67.570	32.430	87.280	12.720	48.40	224	0.875	bilinear	-11.630	-7.088	-5
562	hrnet_w40	67.560	32.440	87.140	12.860	57.56	224	0.875	bilinear	-11.360	-7.330	+10
563	tf_efficientnet_b1.ap_in1k	67.520	32.480	87.760	12.240	7.79	240	0.882	bicubic	-11.760	-6.546	-15
564	legacy_seresnet152	67.520	32.480	87.390	12.610	66.82	224	0.875	bilinear	-11.140	-6.980	+24
565	mobilevitv2_125	67.470	32.530	87.570	12.430	7.48	256	0.888	bicubic	-12.214	-7.280	-44
566	efficientnet_b1.ft_in1k	67.470	32.530	87.510	12.490	7.79	256	1.000	bicubic	-11.324	-6.832	+13
567	eca_halonext26ts	67.470	32.530	87.230	12.770	10.76	256	0.940	bicubic	-12.016	-7.368	-33
568	gluon_resnet101_v1b	67.460	32.540	87.240	12.760	44.55	224	0.875	bicubic	-11.846	-7.284	-24
569	tf_efficientnet_cc_b1_8e.in1k	67.450	32.550	87.310	12.690	39.72	240	0.882	bicubic	-11.858	-7.060	-26
570	res2net101_26w_4s	67.440	32.560	87.010	12.990	45.21	224	0.875	bilinear	-11.758	-7.422	-13
571	resnetblur50	67.430	32.570	87.440	12.560	25.56	224	0.875	bicubic	-11.856	-7.198	-23
572	resnet33ts	67.370	32.630	87.580	12.420	19.68	256	0.900	bicubic	-11.844	-6.994	-17
573	cait_xxs24_224	67.330	32.670	87.510	12.490	11.96	224	1.000	bicubic	-11.056	-6.800	+29
574	regnetx_032	67.290	32.710	87.000	13.000	15.30	224	0.875	bicubic	-10.882	-7.088	+40
575	coat_tiny	67.250	32.750	87.340	12.660	5.50	224	0.900	bicubic	-11.184	-6.698	+24
576	xception41	67.250	32.750	87.200	12.800	26.97	299	0.903	bicubic	-11.266	-7.078	+15
577	convnext_femto.d1_in1k	67.200	32.800	87.510	12.490	5.22	288	0.950	bicubic	-11.504	-6.924	+7
578	resnest26d	67.200	32.800	87.170	12.830	17.07	224	0.875	bilinear	-11.278	-7.128	+17
579	repvgg_b2	67.160	32.840	87.330	12.670	89.02	224	0.875	bilinear	-11.632	-7.084	0
580	legacy_seresnet101	67.160	32.840	87.060	12.940	49.33	224	0.875	bilinear	-11.222	-7.204	+24
581	vit_relpos_base_patch32_plus_rpn_256.sw_in1k	67.140	32.860	86.490	13.510	119.42	256	0.900	bicubic	-12.340	-7.648	-48
582	botnet26t_256	67.130	32.870	87.550	12.450	12.49	256	0.950	bicubic	-12.142	-6.978	-31
583	dla60x	67.100	32.900	87.190	12.810	17.35	224	0.875	bilinear	-11.146	-6.828	+25
584	gluon_resnet50_v1s	67.060	32.940	86.860	13.140	25.68	224	0.875	bicubic	-11.652	-7.378	-1
585	tv_resnet152	67.050	32.950	87.550	12.450	60.19	224	0.875	bilinear	-11.262	-6.488	+22
586	xcit_tiny_12_p16_224_dist	67.020	32.980	87.400	12.600	6.72	224	1.000	bicubic	-11.558	-6.796	+2
587	dla60_res2net	67.020	32.980	87.160	12.840	20.85	224	0.875	bilinear	-11.444	-7.046	+10
588	dla102x	67.010	32.990	86.770	13.230	26.31	224	0.875	bilinear	-11.500	-7.458	+4
589	lambda_resnet26rpt_256	66.960	33.040	87.130	12.870	10.99	256	0.940	bicubic	-12.010	-7.300	-19
590	mixnet_l.ft_in1k	66.940	33.060	86.910	13.090	7.33	224	0.875	bicubic	-12.036	-7.272	-21
591	pit_xs_224	66.920	33.080	87.280	12.720	10.62	224	0.900	bicubic	-11.262	-6.888	+22
592	pvt_v2_b1	66.910	33.090	87.430	12.570	14.01	224	0.900	bicubic	-11.784	-7.062	-7
593	res2net50_26w_6s	66.910	33.090	86.860	13.140	37.05	224	0.875	bilinear	-11.660	-7.264	-3
594	repvgg_b1	66.900	33.100	86.780	13.220	57.42	224	0.875	bilinear	-11.466	-7.318	+10
595	xcit_nano_12_p8_384_dist	66.880	33.120	87.110	12.890	3.05	384	1.000	bicubic	-10.940	-6.926	+37
596	tf_efficientnet_b1.aa_in1k	66.880	33.120	87.010	12.990	7.79	240	0.882	bicubic	-11.946	-7.188	-19
597	efficientnet_es.ra_in1k	66.880	33.120	86.730	13.270	5.44	224	0.875	bicubic	-11.186	-7.196	+24
598	mobilevit_s	66.870	33.130	87.060	12.940	5.58	256	0.900	bicubic	-11.442	-7.086	+8
599	resnet32ts	66.860	33.140	87.250	12.750	17.96	256	0.900	bicubic	-12.144	-7.106	-31
600	regnetx_040	66.840	33.160	86.730	13.270	22.12	224	0.875	bicubic	-11.642	-7.514	-6
601	hrnet_w30	66.780	33.220	86.800	13.200	37.71	224	0.875	bilinear	-11.426	-7.422	+11
602	tf_mixnet_l.in1k	66.780	33.220	86.470	13.530	7.33	224	0.875	bicubic	-11.994	-7.528	-21
603	selecsls60b	66.760	33.240	86.530	13.470	32.77	224	0.875	bicubic	-11.652	-7.644	-2
604	hrnet_w32	66.750	33.250	87.300	12.700	41.23	224	0.875	bilinear	-11.700	-6.886	-7
605	wide_resnet101_2	66.730	33.270	87.030	12.970	126.89	224	0.875	bilinear	-12.126	-7.252	-30
606	vit_small_patch16_224.augreg_in1k	66.710	33.290	86.710	13.290	22.05	224	0.900	bicubic	-12.136	-7.574	-30
607	tf_efficientnetv2_b0.in1k	66.700	33.300	86.710	13.290	7.14	224	0.875	bicubic	-11.656	-7.314	-2
608	adv_inception_v3	66.650	33.350	86.530	13.470	23.83	299	0.875	bicubic	-10.932	-7.206	+36
609	dla60_res2next	66.640	33.360	87.030	12.970	17.03	224	0.875	bilinear	-11.800	-7.122	-11
610	vit_tiny_patch16_384.augreg_in21k_ft_in1k	66.610	33.390	87.260	12.740	5.79	384	1.000	bicubic	-11.820	-7.282	-11
611	mobilevitv2_100	66.610	33.390	87.000	13.000	4.90	256	0.888	bicubic	-11.480	-7.164	+8
612	cs3darknet_m	66.570	33.430	87.160	12.840	9.31	288	0.950	bicubic	-11.066	-6.854	+27
613	gluon_resnet50_v1c	66.560	33.440	86.180	13.820	25.58	224	0.875	bicubic	-11.452	-7.808	+9
614	levit_128	66.550	33.450	86.750	13.250	9.21	224	0.900	bicubic	-11.936	-7.260	-21
615	dla102	66.540	33.460	86.910	13.090	33.27	224	0.875	bilinear	-11.492	-7.036	+6
616	vit_base_patch16_224.augreg_in1k	66.490	33.510	86.250	13.750	86.57	224	0.900	bicubic	-12.664	-7.850	-57
617	vit_base_patch32_384.augreg_in1k	66.420	33.580	86.950	13.050	88.30	384	1.000	bicubic	-12.340	-7.278	-36
618	gmixer_24_224	66.420	33.580	86.150	13.850	24.72	224	0.875	bicubic	-11.616	-7.514	+3
619	tf_inception_v3	66.410	33.590	86.660	13.340	23.83	299	0.875	bicubic	-11.450	-6.980	+13
620	bat_resnext26ts	66.400	33.600	86.830	13.170	10.73	256	0.900	bicubic	-11.842	-7.270	-10
621	hardcorenas_f	66.370	33.630	86.200	13.800	8.20	224	0.875	bilinear	-11.734	-7.602	-4
622	coat_lite_tiny	66.290	33.710	86.980	13.020	5.72	224	0.900	bicubic	-11.222	-6.936	+25
623	efficientnet_b0.ra_in1k	66.290	33.710	85.960	14.040	5.29	224	0.875	bicubic	-11.408	-7.572	+14
624	cs3darknet_focus_m	66.260	33.740	87.090	12.910	9.30	288	0.950	bicubic	-11.018	-6.880	+33
625	legacy_seresnet50	66.250	33.750	86.330	13.670	28.09	224	0.875	bilinear	-11.380	-7.418	+15
626	selecsls60	66.210	33.790	86.340	13.660	30.67	224	0.875	bicubic	-11.772	-7.488	-2
627	tf_efficientnet_em.in1k	66.180	33.820	86.360	13.640	6.90	240	0.882	bicubic	-11.950	-7.684	-11
628	tv_resnext50_32x4d	66.180	33.820	86.040	13.960	25.03	224	0.875	bilinear	-11.440	-7.656	+13
629	tf_efficientnet_cc_b0_8e.in1k	66.170	33.830	86.240	13.760	24.01	224	0.875	bicubic	-11.738	-7.414	-1
630	inception_v3	66.150	33.850	86.330	13.670	23.83	299	0.875	bicubic	-11.290	-7.146	+20
631	res2net50_26w_4s	66.140	33.860	86.600	13.400	25.70	224	0.875	bilinear	-11.824	-7.254	-6
632	resmlp_12_distilled_224	66.130	33.870	86.630	13.370	15.35	224	0.875	bicubic	-11.814	-6.928	-6
633	efficientnet_b1_pruned.in1k	66.090	33.910	86.570	13.430	6.33	240	0.882	bicubic	-12.146	-7.264	-22
634	rexnet_100	66.070	33.930	86.490	13.510	4.80	224	0.875	bicubic	-11.788	-7.380	-2
635	gluon_resnet50_v1b	66.070	33.930	86.260	13.740	25.56	224	0.875	bicubic	-11.510	-7.456	+11
636	regnety_016	66.060	33.940	86.380	13.620	11.20	224	0.875	bicubic	-11.802	-7.340	-5
637	res2net50_14w_8s	66.020	33.980	86.250	13.750	25.06	224	0.875	bilinear	-12.130	-7.598	-22
638	tinynet_a.in1k	66.010	33.990	85.790	14.210	6.19	192	0.875	bicubic	-11.642	-7.746	0
639	gcresnext26ts	65.940	34.060	85.920	14.080	10.48	256	0.900	bicubic	-11.874	-7.914	-4
640	seresnext26t_32x4d	65.880	34.120	85.680	14.320	16.81	224	0.875	bicubic	-12.106	-8.066	-17
641	repvgg_b1g4	65.850	34.150	86.120	13.880	39.97	224	0.875	bilinear	-11.744	-7.706	+2
642	res2next50	65.850	34.150	85.840	14.160	24.67	224	0.875	bilinear	-12.396	-8.052	-33
643	densenet161	65.840	34.160	86.450	13.550	28.68	224	0.875	bicubic	-11.518	-7.188	+10
644	hardcorenas_e	65.840	34.160	85.980	14.020	8.07	224	0.875	bilinear	-11.954	-7.714	-8
645	resnet34d	65.780	34.220	86.710	13.290	21.82	224	0.875	bicubic	-11.336	-6.672	+18
646	xcit_tiny_12_p16_224	65.780	34.220	86.220	13.780	6.72	224	1.000	bicubic	-11.340	-7.492	+16
647	eca_resnext26ts	65.760	34.240	85.840	14.160	10.30	256	0.900	bicubic	-11.692	-7.726	+2
648	mobilenetv3_large_100.miil_in21k_ft_in1k	65.760	34.240	85.200	14.800	5.48	224	0.875	bilinear	-12.156	-7.710	-21
649	skresnet34	65.750	34.250	85.960	14.040	22.28	224	0.875	bicubic	-11.162	-7.362	+25
650	tv_resnet101	65.690	34.310	85.980	14.020	44.55	224	0.875	bilinear	-11.684	-7.560	+2
651	convnext_tiny.fb_in22k_ft_in1k	65.680	34.320	86.610	13.390	28.59	288	1.000	bicubic	-13.228	-8.064	-78
652	seresnext26ts	65.660	34.340	86.140	13.860	10.39	256	0.900	bicubic	-12.206	-7.650	-22
653	hardcorenas_d	65.630	34.370	85.460	14.540	7.50	224	0.875	bilinear	-11.802	-8.024	-2
654	convnext_atto_ols.a2_in1k	65.610	34.390	86.260	13.740	3.70	288	0.950	bicubic	-11.606	-7.420	+6
655	selecsls42b	65.610	34.390	85.810	14.190	32.46	224	0.875	bicubic	-11.564	-7.580	+6
656	poolformer_s12	65.600	34.400	86.130	13.870	11.92	224	0.900	bicubic	-11.630	-7.374	+3
657	tf_efficientnet_b0.ap_in1k	65.490	34.510	85.580	14.420	5.29	224	0.875	bicubic	-11.596	-7.676	+8
658	seresnext26d_32x4d	65.410	34.590	85.970	14.030	16.81	224	0.875	bicubic	-12.192	-7.638	-17
659	convmixer_1024_20_ks9_p14	65.410	34.590	85.590	14.410	24.38	224	0.960	bicubic	-11.536	-7.768	+13
660	resnet26t	65.400	34.600	86.110	13.890	16.01	256	0.940	bicubic	-12.482	-7.730	-31
661	tf_efficientnet_lite2.in1k	65.380	34.620	85.990	14.010	6.09	260	0.890	bicubic	-12.088	-7.764	-13
662	res2net50_48w_2s	65.350	34.650	85.960	14.040	25.29	224	0.875	bilinear	-12.172	-7.594	-16
663	densenet201	65.290	34.710	85.690	14.310	20.01	224	0.875	bicubic	-11.996	-7.788	-8
664	densenetblur121d	65.280	34.720	85.710	14.290	8.00	224	0.875	bicubic	-11.308	-7.482	+20
665	dla60	65.200	34.800	85.760	14.240	22.04	224	0.875	bilinear	-11.832	-7.558	+2
666	crossvit_9_dagger_240	65.190	34.810	86.600	13.400	8.78	240	0.875	bicubic	-11.790	-7.010	+3
667	ese_vovnet19b_dw	65.190	34.810	85.470	14.530	6.54	224	0.875	bicubic	-11.608	-7.798	+9
668	tf_efficientnet_cc_b0_4e.in1k	65.150	34.850	85.160	14.840	13.31	224	0.875	bicubic	-12.156	-8.174	-14
669	gernet_s	65.120	34.880	85.510	14.490	8.17	224	0.875	bilinear	-11.796	-7.622	+4
670	legacy_seresnext26_32x4d	65.050	34.950	85.660	14.340	16.79	224	0.875	bicubic	-12.054	-7.656	-6
671	mobilenetv2_120d.ra_in1k	65.030	34.970	85.960	14.040	5.83	224	0.875	bicubic	-12.254	-7.532	-15
672	convnext_atto.d2_in1k	64.940	35.060	86.230	13.770	3.70	288	0.950	bicubic	-12.074	-7.470	-4
673	hrnet_w18	64.920	35.080	85.740	14.260	21.30	224	0.875	bilinear	-11.838	-7.704	+5
674	hardcorenas_c	64.860	35.140	85.250	14.750	5.52	224	0.875	bilinear	-12.194	-7.908	-8
675	densenet169	64.760	35.240	85.240	14.760	14.15	224	0.875	bicubic	-11.146	-7.786	+22
676	mixnet_m.ft_in1k	64.700	35.300	85.450	14.550	5.01	224	0.875	bicubic	-12.560	-7.974	-18
677	resnet26d	64.680	35.320	85.120	14.880	16.01	224	0.875	bicubic	-12.016	-8.030	+2
678	levit_128s	64.610	35.390	84.730	15.270	7.78	224	0.900	bicubic	-11.920	-8.136	+8
679	resnext26ts	64.590	35.410	85.110	14.890	10.30	256	0.900	bicubic	-12.190	-8.020	-2
680	xcit_nano_12_p8_224_dist	64.520	35.480	85.980	14.020	3.05	224	1.000	bicubic	-11.804	-7.110	+9
681	repvgg_a2	64.450	35.550	85.130	14.870	28.21	224	0.875	bilinear	-12.010	-7.874	+7
682	xcit_nano_12_p16_384_dist	64.430	35.570	85.300	14.700	3.05	384	1.000	bicubic	-11.028	-7.394	+25
683	hardcorenas_b	64.420	35.580	84.870	15.130	5.18	224	0.875	bilinear	-12.118	-7.884	+2
684	regnetx_016	64.380	35.620	85.470	14.530	9.19	224	0.875	bicubic	-12.570	-7.950	-14
685	tf_efficientnet_lite1.in1k	64.380	35.620	85.470	14.530	5.42	240	0.882	bicubic	-12.262	-7.756	-4
686	resmlp_12_224	64.350	35.650	85.580	14.420	15.35	224	0.875	bicubic	-12.304	-7.600	-6
687	tf_efficientnet_b0.aa_in1k	64.310	35.690	85.280	14.720	5.29	224	0.875	bicubic	-12.538	-7.948	-12
688	tf_mixnet_m.in1k	64.270	35.730	85.090	14.910	5.01	224	0.875	bicubic	-12.672	-8.062	-16
689	dpn68	64.230	35.770	85.180	14.820	12.61	224	0.875	bicubic	-12.088	-7.798	+1
690	tf_efficientnet_es.in1k	64.230	35.770	84.740	15.260	5.44	224	0.875	bicubic	-12.364	-8.462	-7
691	regnety_008	64.160	35.840	85.270	14.730	6.26	224	0.875	bicubic	-12.156	-7.796	0
692	vit_small_patch32_224.augreg_in21k_ft_in1k	64.070	35.930	85.560	14.440	22.88	224	0.900	bicubic	-11.920	-7.712	+2
693	mobilenetv2_140.ra_in1k	64.060	35.940	85.040	14.960	6.11	224	0.875	bicubic	-12.456	-7.956	-6
694	densenet121	63.750	36.250	84.590	15.410	7.98	224	0.875	bicubic	-11.828	-8.062	+9
695	hardcorenas_a	63.710	36.290	84.400	15.600	5.26	224	0.875	bilinear	-12.206	-8.114	+1
696	mobilevitv2_075	63.590	36.410	84.960	15.040	2.87	256	0.888	bicubic	-12.032	-7.808	+6
697	resnest14d	63.590	36.410	84.250	15.750	10.61	224	0.875	bilinear	-11.916	-8.268	+8
698	tf_mixnet_s.in1k	63.560	36.440	84.270	15.730	4.13	224	0.875	bicubic	-12.090	-8.358	+2
699	resnet26	63.470	36.530	84.260	15.740	16.00	224	0.875	bicubic	-11.822	-8.310	+11
700	mixnet_s.ft_in1k	63.390	36.610	84.740	15.260	4.13	224	0.875	bicubic	-12.602	-8.056	-7
701	mobilenetv3_large_100.ra_in1k	63.360	36.640	84.090	15.910	5.48	224	0.875	bicubic	-12.406	-8.452	-3
702	vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k	63.340	36.660	85.280	14.720	6.36	384	1.000	bicubic	-12.612	-7.980	-7
703	efficientnet_es_pruned.in1k	63.330	36.670	84.950	15.050	5.44	224	0.875	bicubic	-11.670	-7.498	+15
704	tv_resnet50	63.330	36.670	84.640	15.360	25.56	224	0.875	bilinear	-12.808	-8.224	-12
705	mixer_b16_224	63.270	36.730	83.310	16.690	59.88	224	0.875	bicubic	-13.330	-8.918	-23
706	efficientnet_lite0.ra_in1k	63.240	36.760	84.440	15.560	4.65	224	0.875	bicubic	-12.244	-8.070	0
707	mobilenetv3_rw.rmsp_in1k	63.220	36.780	84.510	15.490	5.48	224	0.875	bicubic	-12.414	-8.198	-6
708	semnasnet_100.rmsp_in1k	63.150	36.850	84.520	15.480	3.89	224	0.875	bicubic	-12.298	-8.084	0
709	pit_ti_distilled_224	63.150	36.850	83.960	16.040	5.10	224	0.900	bicubic	-11.380	-8.136	+20
710	vit_tiny_patch16_224.augreg_in21k_ft_in1k	63.110	36.890	84.850	15.150	5.72	224	0.900	bicubic	-12.344	-7.998	-3
711	regnety_006	63.110	36.890	84.250	15.750	6.06	224	0.875	bicubic	-12.136	-8.282	+1
712	mobilevit_xs	62.940	37.060	84.840	15.160	2.32	256	0.900	bicubic	-11.704	-7.512	+13
713	tv_densenet121	62.940	37.060	84.250	15.750	7.98	224	0.875	bicubic	-11.798	-7.900	+10
714	resnet34	62.870	37.130	84.140	15.860	21.80	224	0.875	bilinear	-12.240	-8.144	+1
715	legacy_seresnet34	62.850	37.150	84.210	15.790	21.96	224	0.875	bilinear	-11.958	-7.914	+7
716	mobilenetv2_110d.ra_in1k	62.830	37.170	84.500	15.500	4.52	224	0.875	bicubic	-12.206	-7.686	+1
717	edgenext_x_small	62.820	37.180	84.680	15.320	2.34	288	1.000	bicubic	-12.868	-8.086	-18
718	deit_tiny_distilled_patch16_224	62.810	37.190	83.930	16.070	5.91	224	0.900	bicubic	-11.700	-7.960	+11
719	hrnet_w18_small_v2	62.800	37.200	83.980	16.020	15.60	224	0.875	bilinear	-12.314	-8.436	-5
720	swsl_resnet18	62.760	37.240	84.300	15.700	11.69	224	0.875	bilinear	-10.516	-7.434	+22
721	tinynet_b.in1k	62.730	37.270	84.250	15.750	3.73	188	0.875	bicubic	-12.244	-7.938	-2
722	repvgg_b0	62.720	37.280	83.860	16.140	15.82	224	0.875	bilinear	-12.432	-8.558	-10
723	gluon_resnet34_v1b	62.570	37.430	83.990	16.010	21.80	224	0.875	bicubic	-12.018	-8.000	+4
724	xcit_nano_12_p8_224	62.560	37.440	84.200	15.800	3.05	224	1.000	bicubic	-11.354	-7.972	+11
725	tf_efficientnet_lite0.in1k	62.550	37.450	84.220	15.780	4.65	224	0.875	bicubic	-12.280	-7.956	-4
726	regnetx_008	62.490	37.510	84.020	15.980	7.26	224	0.875	bicubic	-12.548	-8.316	-10
727	dla34	62.480	37.520	83.910	16.090	15.74	224	0.875	bilinear	-12.150	-8.168	-1
728	tf_mobilenetv3_large_100.in1k	62.460	37.540	83.970	16.030	5.48	224	0.875	bilinear	-13.058	-8.636	-24
729	fbnetc_100.rmsp_in1k	62.440	37.560	83.380	16.620	5.57	224	0.875	bilinear	-12.684	-9.006	-16
730	crossvit_9_240	62.260	37.740	84.270	15.730	8.55	240	0.875	bicubic	-11.704	-7.698	+4
731	crossvit_tiny_240	62.070	37.930	83.600	16.400	7.01	240	0.875	bicubic	-11.254	-8.316	+9
732	mnasnet_100.rmsp_in1k	61.900	38.100	83.710	16.290	4.38	224	0.875	bicubic	-12.758	-8.404	-8
733	regnety_004	61.870	38.130	83.430	16.570	4.34	224	0.875	bicubic	-12.164	-8.322	-1
734	vgg19_bn	61.860	38.140	83.450	16.550	143.68	224	0.875	bilinear	-12.354	-8.392	-4
735	convit_tiny	61.590	38.410	84.120	15.880	5.71	224	0.875	bicubic	-11.526	-7.594	+8
736	ssl_resnet18	61.480	38.520	83.300	16.700	11.69	224	0.875	bilinear	-11.130	-8.116	+12
737	regnetx_006	61.350	38.650	83.450	16.550	6.20	224	0.875	bicubic	-12.502	-8.222	-1
738	spnasnet_100.rmsp_in1k	61.220	38.780	82.790	17.210	4.42	224	0.875	bilinear	-12.864	-9.028	-7
739	tv_resnet34	61.190	38.810	82.710	17.290	21.80	224	0.875	bilinear	-12.122	-8.716	+2
740	vit_base_patch32_224.augreg_in1k	61.050	38.950	82.740	17.260	88.22	224	0.900	bicubic	-13.854	-9.038	-20
741	pit_ti_224	60.980	39.020	83.860	16.140	4.85	224	0.900	bicubic	-11.932	-7.542	+6
742	skresnet18	60.860	39.140	82.880	17.120	11.96	224	0.875	bicubic	-12.178	-8.288	+2
743	ghostnet_100	60.830	39.170	82.360	17.640	5.18	224	0.875	bilinear	-13.148	-9.096	-10
744	vgg16_bn	60.760	39.240	82.950	17.050	138.37	224	0.875	bilinear	-12.590	-8.556	-5
745	semnasnet_075.rmsp_in1k	60.710	39.290	82.510	17.490	2.91	224	0.875	bicubic	-12.264	-8.626	0
746	tf_mobilenetv3_large_075.in1k	60.400	39.600	81.950	18.050	3.99	224	0.875	bilinear	-13.038	-9.400	-8
747	xcit_nano_12_p16_224_dist	60.240	39.760	82.490	17.510	3.05	224	1.000	bicubic	-12.062	-8.372	+6
748	mobilenetv2_100.ra_in1k	60.190	39.810	82.240	17.760	3.50	224	0.875	bicubic	-12.780	-8.776	-2
749	resnet18d	60.160	39.840	82.300	17.700	11.71	224	0.875	bicubic	-12.100	-8.396	+5
750	vit_base_patch32_224.sam	60.010	39.990	81.230	18.770	88.22	224	0.900	bicubic	-13.680	-9.784	-13
751	deit_tiny_patch16_224	59.830	40.170	82.670	17.330	5.72	224	0.900	bicubic	-12.338	-8.448	+5
752	legacy_seresnet18	59.800	40.200	81.690	18.310	11.78	224	0.875	bicubic	-11.944	-8.644	+9
753	vgg19	59.710	40.290	81.450	18.550	143.67	224	0.875	bilinear	-12.658	-9.422	-3
754	regnetx_004	59.410	40.590	81.690	18.310	5.16	224	0.875	bicubic	-12.986	-9.140	-5
755	edgenext_xx_small	59.390	40.610	81.820	18.180	1.33	288	1.000	bicubic	-12.476	-8.724	+4
756	vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k	59.070	40.930	81.760	18.240	6.34	224	0.900	bicubic	-12.718	-9.068	+3
757	tf_mobilenetv3_large_minimal_100.in1k	59.070	40.930	81.150	18.850	3.92	224	0.875	bilinear	-13.178	-9.480	-1
758	vgg13_bn	59.000	41.000	81.070	18.930	133.05	224	0.875	bilinear	-12.594	-9.312	+5
759	hrnet_w18_small	58.950	41.050	81.340	18.660	13.19	224	0.875	bilinear	-13.392	-9.338	-7
760	lcnet_100.ra2_in1k	58.870	41.130	81.180	18.820	2.95	224	0.875	bicubic	-13.244	-9.198	-3
761	vgg16	58.830	41.170	81.660	18.340	138.36	224	0.875	bilinear	-12.764	-8.716	+1
762	pvt_v2_b0	58.760	41.240	82.130	17.870	3.67	224	0.900	bicubic	-11.896	-8.078	+4
763	xcit_nano_12_p16_224	58.350	41.650	80.880	19.120	3.05	224	1.000	bicubic	-11.604	-8.874	+7
764	gluon_resnet18_v1b	58.340	41.660	80.970	19.030	11.69	224	0.875	bicubic	-12.496	-8.790	+1
765	tinynet_c.in1k	58.170	41.830	80.280	19.720	2.46	184	0.875	bicubic	-13.062	-9.468	-1
766	resnet14t	57.800	42.200	79.920	20.080	10.08	224	0.950	bilinear	-14.550	-10.420	-15
767	mobilevitv2_050	57.720	42.280	80.900	19.100	1.37	256	0.888	bicubic	-12.420	-9.026	+2
768	vgg11_bn	57.410	42.590	80.020	19.980	132.87	224	0.875	bilinear	-12.950	-9.782	-1
769	resnet18	57.170	42.830	80.200	19.800	11.69	224	0.875	bilinear	-12.578	-8.878	+2
770	mobilevit_xxs	57.170	42.830	79.740	20.260	1.27	256	0.900	bicubic	-11.742	-9.198	+5
771	vgg13	57.150	42.850	79.540	20.460	133.05	224	0.875	bilinear	-12.776	-9.706	0
772	regnety_002	57.000	43.000	79.840	20.160	3.16	224	0.875	bicubic	-13.252	-9.700	-4
773	mixer_l16_224	56.690	43.310	75.990	24.010	208.20	224	0.875	bicubic	-15.368	-11.678	-15
774	regnetx_002	56.050	43.950	79.210	20.790	2.68	224	0.875	bicubic	-12.712	-9.346	+2
775	dla60x_c	56.000	44.000	78.930	21.070	1.32	224	0.875	bilinear	-11.892	-9.496	+4
776	vgg11	55.800	44.200	78.830	21.170	132.86	224	0.875	bilinear	-13.224	-9.798	-3
777	resnet10t	55.670	44.330	78.020	21.980	5.44	224	0.950	bilinear	-12.624	-10.058	0
778	lcnet_075.ra2_in1k	55.410	44.590	78.300	21.700	2.36	224	0.875	bicubic	-13.408	-10.070	-3
779	mobilenetv3_small_100.lamb_in1k	54.700	45.300	77.770	22.230	2.54	224	0.875	bicubic	-12.952	-9.866	+1
780	tf_mobilenetv3_small_100.in1k	54.530	45.470	77.060	22.940	2.54	224	0.875	bilinear	-13.392	-10.604	-2
781	tinynet_d.in1k	53.420	46.580	76.350	23.650	2.34	152	0.875	bicubic	-13.542	-10.716	0
782	mnasnet_small.lamb_in1k	53.280	46.720	75.890	24.110	2.03	224	0.875	bicubic	-12.926	-10.618	0
783	dla46x_c	53.050	46.950	76.870	23.130	1.07	224	0.875	bilinear	-12.920	-10.110	0
784	mobilenetv2_050.lamb_in1k	52.850	47.150	75.440	24.560	1.97	224	0.875	bicubic	-13.092	-10.642	0
785	tf_mobilenetv3_small_075.in1k	52.160	47.840	75.470	24.530	2.04	224	0.875	bilinear	-13.556	-10.660	0
786	dla46_c	52.130	47.870	75.690	24.310	1.30	224	0.875	bilinear	-12.736	-10.602	+1
787	mobilenetv3_small_075.lamb_in1k	51.900	48.100	74.730	25.270	2.04	224	0.875	bicubic	-13.346	-10.706	-1
788	lcnet_050.ra2_in1k	49.990	50.010	73.450	26.550	1.88	224	0.875	bicubic	-13.110	-10.930	0
789	tf_mobilenetv3_small_minimal_100.in1k	49.500	50.500	73.050	26.950	2.04	224	0.875	bilinear	-13.406	-11.180	0
790	tinynet_e.in1k	46.700	53.300	70.360	29.640	2.04	106	0.875	bicubic	-13.156	-11.402	0
791	mobilenetv3_small_050.lamb_in1k	44.890	55.110	67.670	32.330	1.59	224	0.875	bicubic	-13.000	-12.524	0