pytorch-image-models/results/results-imagenetv2-matched-frequency.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_475	80.460	19.540	95.730	4.270	480.31	475	0.936	bicubic	-7.772	-2.816	+3
3	tf_efficientnet_l2_ns	80.250	19.750	95.840	4.160	480.31	800	0.960	bicubic	-8.098	-2.808	+1
4	beit_large_patch16_512	79.940	20.060	95.350	4.650	305.67	512	1.000	bicubic	-8.660	-3.306	-2
5	beit_large_patch16_384	79.500	20.500	95.170	4.830	305.00	384	1.000	bicubic	-8.904	-3.438	-2
6	beit_large_patch16_224	78.810	21.190	94.600	5.400	304.43	224	0.900	bicubic	-8.664	-3.704	+1
7	tf_efficientnet_b7_ns	78.510	21.490	94.380	5.620	66.35	600	0.949	bicubic	-8.328	-3.716	+7
8	volo_d5_512	77.970	22.030	94.170	5.830	296.09	512	1.150	bicubic	-9.072	-3.798	+3
9	vit_large_patch16_384	77.940	22.060	94.440	5.560	304.72	384	1.000	bicubic	-9.140	-3.860	+1
10	volo_d5_448	77.770	22.230	94.060	5.940	295.91	448	1.150	bicubic	-9.182	-3.880	+3
11	volo_d4_448	77.750	22.250	93.930	6.070	193.41	448	1.150	bicubic	-9.040	-3.952	+5
12	convnext_large_384_in22ft1k	77.730	22.270	94.080	5.920	197.77	384	1.000	bicubic	-9.666	-4.288	-4
13	convnext_xlarge_384_in22ft1k	77.710	22.290	94.200	5.800	350.20	384	1.000	bicubic	-9.836	-4.286	-7
14	tf_efficientnet_b6_ns	77.280	22.720	93.900	6.100	43.04	528	0.942	bicubic	-9.174	-3.982	+7
15	volo_d3_448	77.080	22.920	94.110	5.890	86.63	448	1.000	bicubic	-9.416	-3.600	+4
16	vit_large_r50_s32_384	77.060	22.940	93.720	6.280	329.09	384	1.000	bicubic	-9.122	-4.200	+10
17	swin_large_patch4_window12_384	77.040	22.960	93.750	6.250	196.74	384	1.000	bicubic	-10.110	-4.490	-8
18	tf_efficientnetv2_xl_in21ft1k	77.040	22.960	93.270	6.730	208.12	512	1.000	bicubic	-9.378	-4.596	+5
19	tf_efficientnetv2_l_in21ft1k	76.940	23.060	93.960	6.040	118.52	480	1.000	bicubic	-9.364	-4.018	+6
20	beit_base_patch16_384	76.890	23.110	93.910	6.090	86.74	384	1.000	bicubic	-9.908	-4.226	-5
21	ig_resnext101_32x48d	76.880	23.120	93.310	6.690	828.41	224	0.875	bilinear	-8.556	-4.266	+26
22	cait_m48_448	76.860	23.140	93.370	6.630	356.46	448	1.000	bicubic	-9.626	-4.382	-2
23	ig_resnext101_32x32d	76.820	23.180	93.210	6.790	468.53	224	0.875	bilinear	-8.280	-4.224	+37
24	tf_efficientnet_b5_ns	76.810	23.190	93.580	6.420	30.39	456	0.934	bicubic	-9.280	-4.170	+4
25	convnext_xlarge_in22ft1k	76.770	23.230	93.550	6.450	350.20	224	0.875	bicubic	-10.232	-4.662	-13
26	xcit_large_24_p8_384_dist	76.620	23.380	93.090	6.910	188.93	384	1.000	bicubic	-9.378	-4.594	+7
27	convnext_base_384_in22ft1k	76.570	23.430	93.720	6.280	88.59	384	1.000	bicubic	-9.974	-4.470	-9
28	volo_d5_224	76.570	23.430	93.300	6.700	295.46	224	0.960	bicubic	-9.502	-4.278	+1
29	vit_base_patch16_384	76.490	23.510	93.770	6.230	86.86	384	1.000	bicubic	-9.520	-4.232	+3
30	convnext_large_in22ft1k	76.440	23.560	93.470	6.530	197.77	224	0.875	bicubic	-10.196	-4.558	-13
31	cait_m36_384	76.320	23.680	93.060	6.940	271.22	384	1.000	bicubic	-9.732	-4.670	-1
32	vit_large_patch16_224	76.300	23.700	93.600	6.400	304.33	224	0.900	bicubic	-9.538	-4.220	+3
33	swin_large_patch4_window7_224	76.290	23.710	93.400	6.600	196.53	224	0.900	bicubic	-10.024	-4.492	-9
34	swin_base_patch4_window12_384	76.280	23.720	93.310	6.690	87.90	384	1.000	bicubic	-10.152	-4.746	-12
35	tf_efficientnetv2_l	76.280	23.720	92.970	7.030	118.52	480	1.000	bicubic	-9.210	-4.402	+10
36	cait_s36_384	76.220	23.780	92.970	7.030	68.37	384	1.000	bicubic	-9.242	-4.510	+10
37	xcit_medium_24_p8_384_dist	76.140	23.860	92.970	7.030	84.32	384	1.000	bicubic	-9.674	-4.622	+1
38	dm_nfnet_f6	76.130	23.870	93.110	6.890	438.36	576	0.956	bicubic	-10.012	-4.620	-11
39	tf_efficientnet_b7_ap	76.090	23.910	92.970	7.030	66.35	600	0.949	bicubic	-9.030	-4.282	+20
40	tf_efficientnet_b8_ap	76.090	23.910	92.730	7.270	87.41	672	0.954	bicubic	-9.282	-4.562	+12
41	volo_d2_384	76.090	23.910	93.130	6.870	58.87	384	1.000	bicubic	-9.950	-4.442	-10
42	vit_base_patch8_224	76.010	23.990	93.380	6.620	86.58	224	0.900	bicubic	-9.784	-4.414	-3
43	volo_d4_224	76.000	24.000	93.010	6.990	192.96	224	0.960	bicubic	-9.874	-4.458	-9
44	xcit_large_24_p8_224_dist	75.990	24.010	92.730	7.270	188.93	224	1.000	bicubic	-9.408	-4.680	+7
45	tf_efficientnetv2_m_in21ft1k	75.910	24.090	93.290	6.710	54.14	480	1.000	bicubic	-9.680	-4.454	-3
46	dm_nfnet_f4	75.850	24.150	92.970	7.030	316.07	512	0.951	bicubic	-9.864	-4.552	-5
47	xcit_large_24_p16_384_dist	75.820	24.180	92.750	7.250	189.10	384	1.000	bicubic	-9.934	-4.788	-7
48	xcit_small_24_p8_384_dist	75.770	24.230	92.970	7.030	47.63	384	1.000	bicubic	-9.786	-4.602	-5
49	ig_resnext101_32x16d	75.750	24.250	92.880	7.120	194.03	224	0.875	bilinear	-8.420	-4.318	+53
50	tf_efficientnet_b4_ns	75.680	24.320	93.050	6.950	19.34	380	0.922	bicubic	-9.482	-4.420	+8
51	volo_d1_384	75.620	24.380	93.070	6.930	26.78	384	1.000	bicubic	-9.628	-4.144	+4
52	volo_d3_224	75.610	24.390	93.000	7.000	86.33	224	0.960	bicubic	-9.802	-4.280	-2
53	vit_base_r50_s16_384	75.590	24.410	92.790	7.210	98.95	384	1.000	bicubic	-9.380	-4.500	+17
54	convnext_base_in22ft1k	75.570	24.430	93.130	6.870	88.59	224	0.875	bicubic	-10.254	-4.736	-18
55	deit_base_distilled_patch16_384	75.540	24.460	92.500	7.500	87.63	384	1.000	bicubic	-9.882	-4.906	-6
56	tf_efficientnetv2_m	75.520	24.480	92.620	7.380	54.14	480	1.000	bicubic	-9.518	-4.658	+10
57	regnetz_e8	75.490	24.510	92.690	7.310	57.70	320	1.000	bicubic	-9.540	-4.574	+10
58	cait_s24_384	75.480	24.520	92.590	7.410	47.06	384	1.000	bicubic	-9.566	-4.756	+7
59	xcit_medium_24_p8_224_dist	75.470	24.530	92.900	7.100	84.32	224	1.000	bicubic	-9.602	-4.380	+4
60	swsl_resnext101_32x8d	75.420	24.580	92.750	7.250	88.79	224	0.875	bilinear	-8.870	-4.430	+34
61	tf_efficientnet_b6_ap	75.380	24.620	92.440	7.560	43.04	528	0.942	bicubic	-9.406	-4.698	+15
62	beit_base_patch16_224	75.370	24.630	93.040	6.960	86.53	224	0.900	bicubic	-9.858	-4.618	-6
63	volo_d2_224	75.310	24.690	92.510	7.490	58.68	224	0.960	bicubic	-9.884	-4.678	-6
64	dm_nfnet_f3	75.210	24.790	92.940	7.060	254.92	416	0.940	bicubic	-10.312	-4.522	-20
65	efficientnetv2_rw_m	75.160	24.840	92.570	7.430	53.24	416	1.000	bicubic	-9.652	-4.576	+10
66	ecaresnet269d	75.120	24.880	92.840	7.160	102.09	352	1.000	bicubic	-9.856	-4.386	+3
67	xcit_medium_24_p16_384_dist	75.100	24.900	92.450	7.550	84.40	384	1.000	bicubic	-10.322	-4.882	-19
68	dm_nfnet_f5	75.000	25.000	92.600	7.400	377.21	544	0.954	bicubic	-10.816	-4.886	-31
69	xcit_small_24_p8_224_dist	74.970	25.030	92.300	7.700	47.63	224	1.000	bicubic	-9.906	-4.888	+5
70	tf_efficientnet_b8	74.920	25.080	92.330	7.670	87.41	672	0.954	bicubic	-10.448	-5.060	-17
71	xcit_small_12_p8_384_dist	74.860	25.140	92.460	7.540	26.21	384	1.000	bicubic	-10.220	-4.820	-9
72	eca_nfnet_l2	74.830	25.170	92.650	7.350	56.72	384	1.000	bicubic	-9.866	-4.614	+7
73	tf_efficientnet_b7	74.720	25.280	92.220	7.780	66.35	600	0.949	bicubic	-10.216	-4.984	-2
74	xcit_large_24_p16_224_dist	74.670	25.330	91.860	8.140	189.10	224	1.000	bicubic	-10.252	-5.272	-2
75	dm_nfnet_f2	74.620	25.380	92.260	7.740	193.78	352	0.920	bicubic	-10.442	-4.980	-11
76	xcit_small_24_p16_384_dist	74.600	25.400	92.450	7.550	47.67	384	1.000	bicubic	-10.494	-4.860	-15
77	tf_efficientnet_b5_ap	74.590	25.410	91.990	8.010	30.39	456	0.934	bicubic	-9.666	-4.986	+20
78	dm_nfnet_f1	74.570	25.430	92.260	7.740	132.63	320	0.910	bicubic	-10.054	-4.840	+2
79	swin_base_patch4_window7_224	74.550	25.450	92.560	7.440	87.77	224	0.900	bicubic	-10.698	-5.002	-25
80	seresnet152d	74.520	25.480	92.080	7.920	66.84	320	1.000	bicubic	-9.840	-4.960	+11
81	regnetz_040	74.460	25.540	91.890	8.110	27.12	320	1.000	bicubic	-9.774	-5.042	+18
82	resnest200e	74.460	25.540	91.860	8.140	70.20	320	0.909	bicubic	-9.368	-5.032	+41
83	tf_efficientnetv2_s_in21ft1k	74.460	25.540	92.500	7.500	21.46	384	1.000	bicubic	-9.838	-4.754	+9
84	regnetz_040h	74.440	25.560	92.240	7.760	28.94	320	1.000	bicubic	-10.056	-4.766	0
85	resnetrs200	74.380	25.620	91.940	8.060	93.21	320	1.000	bicubic	-10.058	-5.140	+1
86	efficientnetv2_rw_s	74.180	25.820	91.710	8.290	23.94	384	1.000	bicubic	-9.630	-5.012	+39
87	cait_xs24_384	74.170	25.830	91.910	8.090	26.67	384	1.000	bicubic	-9.892	-4.980	+19
88	resnest269e	74.170	25.830	91.930	8.070	110.93	416	0.928	bicubic	-10.350	-5.056	-6
89	pit_b_distilled_224	74.160	25.840	91.670	8.330	74.79	224	0.900	bicubic	-9.980	-5.186	+15
90	swsl_resnext101_32x4d	74.140	25.860	92.000	8.000	44.18	224	0.875	bilinear	-9.096	-4.764	+57
91	eca_nfnet_l1	74.120	25.880	92.070	7.930	41.41	320	1.000	bicubic	-9.892	-4.958	+22
92	volo_d1_224	74.120	25.880	92.030	7.970	26.63	224	0.960	bicubic	-10.042	-4.746	+11
93	xcit_small_12_p16_384_dist	74.120	25.880	92.080	7.920	26.25	384	1.000	bicubic	-10.590	-5.038	-15
94	vit_large_r50_s32_224	74.110	25.890	92.380	7.620	328.99	224	0.900	bicubic	-10.314	-4.786	-6
95	convnext_large	74.070	25.930	91.560	8.440	197.77	224	0.875	bicubic	-10.222	-5.334	-2
96	xcit_large_24_p8_224	74.070	25.930	90.890	9.110	188.93	224	1.000	bicubic	-10.324	-5.766	-6
97	vit_base_patch16_224_miil	74.040	25.960	91.700	8.300	86.54	224	0.875	bilinear	-10.232	-5.102	-1
98	resnetv2_152x4_bitm	74.010	25.990	92.330	7.670	936.53	480	1.000	bilinear	-10.906	-5.112	-25
99	tf_efficientnetv2_s	74.000	26.000	91.530	8.470	21.46	384	1.000	bicubic	-9.886	-5.166	+18
100	vit_base_patch16_224	74.000	26.000	92.470	7.530	86.57	224	0.900	bicubic	-10.528	-4.824	-19
101	swsl_resnext101_32x16d	73.980	26.020	92.170	7.830	194.03	224	0.875	bilinear	-9.370	-4.674	+41
102	regnetz_d32	73.970	26.030	91.950	8.050	27.58	320	0.950	bicubic	-10.052	-4.916	+9
103	crossvit_18_dagger_408	73.960	26.040	91.410	8.590	44.61	408	1.000	bicubic	-10.234	-5.408	-2
104	seresnext101_32x8d	73.940	26.060	91.450	8.550	93.57	288	1.000	bicubic	-10.264	-5.426	-4
105	resnetrs420	73.920	26.080	91.760	8.240	191.89	416	1.000	bicubic	-11.090	-5.364	-37
106	resnetv2_152x2_bitm	73.920	26.080	92.670	7.330	236.34	448	1.000	bilinear	-10.586	-4.764	-23
107	xcit_small_12_p8_224_dist	73.920	26.080	91.720	8.280	26.21	224	1.000	bicubic	-10.316	-5.154	-9
108	resmlp_big_24_224_in22ft1k	73.900	26.100	91.750	8.250	129.14	224	0.875	bicubic	-10.494	-5.370	-19
109	tf_efficientnet_b6	73.900	26.100	91.750	8.250	43.04	528	0.942	bicubic	-10.210	-5.138	-4
110	tf_efficientnet_b3_ns	73.890	26.110	91.870	8.130	12.23	300	0.904	bicubic	-10.158	-5.038	-1
111	convnext_base	73.870	26.130	91.320	8.680	88.59	224	0.875	bicubic	-9.968	-5.430	+9
112	vit_small_r26_s32_384	73.800	26.200	92.300	7.700	36.47	384	1.000	bicubic	-10.242	-5.028	-2
113	regnetz_d8	73.760	26.240	92.020	7.980	23.37	320	1.000	bicubic	-10.292	-4.974	-5
114	regnety_080	73.740	26.260	91.810	8.190	39.18	288	1.000	bicubic	-10.186	-5.078	+2
115	resnetrs270	73.690	26.310	91.570	8.430	129.86	352	1.000	bicubic	-10.746	-5.400	-28
116	resnetv2_101x3_bitm	73.690	26.310	92.470	7.530	387.93	448	1.000	bilinear	-10.752	-4.912	-31
117	resnet200d	73.680	26.320	91.570	8.430	64.69	320	1.000	bicubic	-10.284	-5.254	-3
118	ig_resnext101_32x8d	73.660	26.340	92.160	7.840	88.79	224	0.875	bilinear	-9.040	-4.470	+54
119	xcit_medium_24_p16_224_dist	73.660	26.340	91.580	8.420	84.40	224	1.000	bicubic	-10.614	-5.360	-24
120	regnety_064	73.570	26.430	91.350	8.650	30.58	288	1.000	bicubic	-10.150	-5.372	+10
121	tf_efficientnet_b5	73.560	26.440	91.460	8.540	30.39	456	0.934	bicubic	-10.252	-5.288	+3
122	resnet152d	73.520	26.480	91.230	8.770	60.21	320	1.000	bicubic	-10.158	-5.508	+13
123	regnetv_064	73.480	26.520	91.600	8.400	30.58	288	1.000	bicubic	-10.234	-5.014	+9
124	xcit_tiny_24_p8_384_dist	73.420	26.580	91.560	8.440	12.11	384	1.000	bicubic	-10.322	-5.150	+4
125	resnetrs350	73.400	26.600	91.310	8.690	163.96	384	1.000	bicubic	-11.318	-5.678	-48
126	twins_svt_large	73.390	26.610	90.910	9.090	99.27	224	0.900	bicubic	-10.290	-5.684	+8
127	regnetz_d8_evos	73.380	26.620	91.640	8.360	23.46	320	0.950	bicubic	-10.674	-5.356	-20
128	regnety_160	73.370	26.630	91.700	8.300	83.59	288	1.000	bicubic	-10.320	-5.076	+5
129	efficientnet_b4	73.310	26.690	91.280	8.720	19.34	384	1.000	bicubic	-10.114	-5.316	+10
130	swin_s3_base_224	73.310	26.690	91.190	8.810	71.13	224	0.900	bicubic	-10.622	-5.470	-15
131	xcit_small_24_p16_224_dist	73.290	26.710	91.440	8.560	47.67	224	1.000	bicubic	-10.578	-5.284	-14
132	resmlp_big_24_distilled_224	73.290	26.710	91.170	8.830	129.14	224	0.875	bicubic	-10.298	-5.478	+5
133	vit_small_patch16_384	73.280	26.720	92.000	8.000	22.20	384	1.000	bicubic	-10.524	-5.102	-7
134	deit_base_distilled_patch16_224	73.240	26.760	91.000	9.000	87.34	224	0.900	bicubic	-10.152	-5.486	+6
135	resnetrs152	73.200	26.800	91.270	8.730	86.62	320	1.000	bicubic	-10.514	-5.476	-4
136	xcit_medium_24_p8_224	73.150	26.850	90.280	9.720	84.32	224	1.000	bicubic	-10.586	-6.114	-7
137	vit_base_patch32_384	73.130	26.870	91.250	8.750	88.30	384	1.000	bicubic	-10.218	-5.584	+7
138	jx_nest_base	73.120	26.880	91.060	8.940	67.72	224	0.875	bicubic	-10.436	-5.302	-1
139	xcit_small_24_p8_224	73.080	26.920	91.150	8.850	47.63	224	1.000	bicubic	-10.758	-5.486	-18
140	cait_s24_224	73.070	26.930	91.120	8.880	46.92	224	1.000	bicubic	-10.388	-5.444	-2
141	crossvit_15_dagger_408	72.960	27.040	91.090	8.910	28.50	408	1.000	bicubic	-10.876	-5.694	-19
142	resnetv2_152x2_bit_teacher_384	72.900	27.100	91.550	8.450	236.34	384	1.000	bicubic	-10.944	-5.568	-23
143	dm_nfnet_f0	72.880	27.120	91.080	8.920	71.49	256	0.900	bicubic	-10.506	-5.494	-2
144	regnetv_040	72.880	27.120	91.100	8.900	20.64	288	1.000	bicubic	-10.320	-5.562	+5
145	tf_efficientnet_b4_ap	72.880	27.120	90.980	9.020	19.34	380	0.922	bicubic	-10.372	-5.414	+1
146	xception65p	72.790	27.210	90.910	9.090	39.82	299	0.940	bicubic	-10.336	-5.568	+9
147	regnety_032	72.770	27.230	90.950	9.050	19.44	288	1.000	bicubic	-9.956	-5.474	+23
148	regnety_040	72.720	27.280	90.720	9.280	20.65	288	1.000	bicubic	-10.316	-5.786	+12
149	swin_s3_small_224	72.690	27.310	90.550	9.450	49.74	224	0.900	bicubic	-11.078	-5.902	-22
150	resnext101_64x4d	72.620	27.380	90.840	9.160	83.46	288	1.000	bicubic	-10.520	-5.530	+2
151	xcit_small_12_p8_224	72.610	27.390	90.670	9.330	26.21	224	1.000	bicubic	-10.734	-5.810	-8
152	nfnet_l0	72.610	27.390	91.000	9.000	35.07	288	1.000	bicubic	-10.142	-5.518	+18
153	pnasnet5large	72.610	27.390	90.500	9.500	86.06	331	0.911	bicubic	-10.180	-5.540	+16
154	xception65	72.600	27.400	90.820	9.180	39.92	299	0.940	bicubic	-10.580	-5.772	-4
155	resnest101e	72.580	27.420	90.820	9.180	48.28	256	0.875	bilinear	-10.310	-5.498	+9
156	twins_pcpvt_large	72.580	27.420	90.700	9.300	60.99	224	0.900	bicubic	-10.554	-5.904	-2
157	swsl_resnext50_32x4d	72.560	27.440	90.850	9.150	25.03	224	0.875	bilinear	-9.616	-5.382	+47
158	twins_svt_base	72.560	27.440	90.460	9.540	56.07	224	0.900	bicubic	-10.578	-5.960	-5
159	tresnet_xl_448	72.550	27.450	90.310	9.690	78.44	448	0.875	bilinear	-10.504	-5.862	0
160	deit_base_patch16_384	72.540	27.460	90.270	9.730	86.86	384	1.000	bicubic	-10.566	-6.098	-3
161	gc_efficientnetv2_rw_t	72.530	27.470	90.820	9.180	13.68	288	1.000	bicubic	-9.936	-5.476	+23
162	resnetv2_50x3_bitm	72.510	27.490	91.760	8.240	217.32	448	1.000	bilinear	-11.504	-5.364	-50
163	xcit_small_12_p16_224_dist	72.500	27.500	91.120	8.880	26.25	224	1.000	bicubic	-10.850	-5.294	-20
164	xcit_tiny_24_p8_224_dist	72.450	27.550	90.920	9.080	12.11	224	1.000	bicubic	-10.114	-5.250	+16
165	resnet101d	72.410	27.590	90.660	9.340	44.57	320	1.000	bicubic	-10.612	-5.788	-3
166	jx_nest_small	72.370	27.630	90.700	9.300	38.35	224	0.875	bicubic	-10.748	-5.630	-10
167	convnext_small	72.320	27.680	90.850	9.150	50.22	224	0.875	bicubic	-10.830	-5.582	-16
168	regnetz_c16	72.300	27.700	90.820	9.180	13.46	320	0.940	bicubic	-10.216	-5.540	+15
169	tf_efficientnet_b4	72.290	27.710	90.590	9.410	19.34	380	0.922	bicubic	-10.734	-5.710	-8
170	tf_efficientnet_b2_ns	72.280	27.720	91.090	8.910	9.11	260	0.890	bicubic	-10.100	-5.158	+19
171	resnetv2_50x1_bit_distilled	72.260	27.740	91.010	8.990	25.55	224	0.875	bicubic	-10.562	-5.518	-5
172	tresnet_m	72.260	27.740	90.230	9.770	31.39	224	0.875	bilinear	-10.810	-5.890	-14
173	crossvit_18_240	72.250	27.750	90.270	9.730	43.27	240	0.875	bicubic	-10.148	-5.788	+14
174	efficientnetv2_rw_t	72.250	27.750	90.420	9.580	13.65	288	1.000	bicubic	-10.094	-5.776	+18
175	nasnetalarge	72.230	27.770	90.460	9.540	88.75	331	0.911	bicubic	-10.396	-5.586	0
176	regnetz_c16_evos	72.230	27.770	91.220	8.780	13.49	320	0.950	bicubic	-10.402	-5.256	-2
177	cait_xxs36_384	72.190	27.810	90.840	9.160	17.37	384	1.000	bicubic	-10.004	-5.304	+26
178	twins_pcpvt_base	72.190	27.810	90.510	9.490	43.83	224	0.900	bicubic	-10.518	-5.840	-7
179	crossvit_18_dagger_240	72.140	27.860	90.070	9.930	44.27	240	0.875	bicubic	-10.380	-6.000	+3
180	xcit_tiny_24_p16_384_dist	72.080	27.920	90.580	9.420	12.12	384	1.000	bicubic	-10.492	-5.708	-1
181	resnet152	72.060	27.940	90.320	9.680	60.19	224	0.950	bicubic	-10.760	-5.810	-14
182	eca_nfnet_l0	71.840	28.160	91.110	8.890	24.14	288	1.000	bicubic	-10.736	-5.380	-4
183	swin_small_patch4_window7_224	71.740	28.260	90.240	9.760	49.61	224	0.900	bicubic	-11.476	-6.084	-35
184	pit_b_224	71.720	28.280	89.250	10.750	73.76	224	0.900	bicubic	-10.726	-6.460	+2
185	swsl_resnet50	71.700	28.300	90.480	9.520	25.56	224	0.875	bilinear	-9.474	-5.498	+70
186	xcit_large_24_p16_224	71.700	28.300	89.170	10.830	189.10	224	1.000	bicubic	-11.194	-6.712	-23
187	resnet61q	71.680	28.320	90.280	9.720	36.85	288	1.000	bicubic	-10.846	-5.854	-6
188	tresnet_xl	71.660	28.340	89.630	10.370	78.44	224	0.875	bilinear	-10.398	-6.306	+23
189	convit_base	71.610	28.390	90.160	9.840	86.54	224	0.875	bicubic	-10.676	-5.778	+9
190	tresnet_l_448	71.590	28.410	90.060	9.940	55.99	448	0.875	bilinear	-10.678	-5.922	+9
191	xcit_tiny_12_p8_384_dist	71.580	28.420	90.710	9.290	6.71	384	1.000	bicubic	-10.814	-5.510	-3
192	poolformer_m48	71.550	28.450	89.760	10.240	73.47	224	0.950	bicubic	-10.912	-6.198	-7
193	crossvit_15_dagger_240	71.510	28.490	89.860	10.140	28.21	240	0.875	bicubic	-10.820	-6.098	+1
194	ssl_resnext101_32x8d	71.510	28.490	90.470	9.530	88.79	224	0.875	bilinear	-10.098	-5.572	+37
195	fbnetv3_g	71.490	28.510	90.370	9.630	16.62	288	0.950	bilinear	-10.556	-5.694	+17
196	efficientnet_b3	71.480	28.520	90.060	9.940	12.23	320	1.000	bicubic	-10.760	-6.054	+4
197	ecaresnet101d	71.470	28.530	90.330	9.670	44.57	224	0.875	bicubic	-10.702	-5.716	+8
198	ssl_resnext101_32x16d	71.430	28.570	90.520	9.480	194.03	224	0.875	bilinear	-10.424	-5.576	+25
199	resnet51q	71.420	28.580	90.180	9.820	35.70	288	1.000	bilinear	-10.942	-6.000	-9
200	pit_s_distilled_224	71.370	28.630	89.780	10.220	24.04	224	0.900	bicubic	-10.624	-6.018	+15
201	xcit_tiny_24_p8_224	71.330	28.670	90.240	9.760	12.11	224	1.000	bicubic	-10.562	-5.736	+20
202	mixer_b16_224_miil	71.310	28.690	89.650	10.350	59.88	224	0.875	bilinear	-10.998	-6.068	-7
203	resnetv2_152x2_bit_teacher	71.290	28.710	90.430	9.570	236.34	224	0.875	bicubic	-11.582	-6.140	-38
204	convnext_tiny_hnf	71.280	28.720	89.400	10.600	28.59	224	0.950	bicubic	-10.942	-6.466	-3
205	resnetv2_101	71.260	28.740	89.920	10.080	44.54	224	0.950	bicubic	-10.782	-5.944	+7
206	ecaresnet50t	71.260	28.740	90.420	9.580	25.57	320	0.950	bicubic	-11.088	-5.718	-14
207	convmixer_1536_20	71.230	28.770	89.440	10.560	51.63	224	0.960	bicubic	-10.136	-6.174	+39
208	xcit_small_12_p16_224	71.210	28.790	89.750	10.250	26.25	224	1.000	bicubic	-10.766	-6.068	+9
209	deit_base_patch16_224	71.190	28.810	89.190	10.810	86.57	224	0.900	bicubic	-10.806	-6.542	+5
210	crossvit_base_240	71.180	28.820	89.830	10.170	105.03	240	0.875	bicubic	-11.036	-6.004	-8
211	swin_s3_tiny_224	71.130	28.870	89.720	10.280	28.33	224	0.900	bicubic	-10.996	-6.230	-5
212	resnetv2_50d_evos	71.120	28.880	90.010	9.990	25.59	288	0.950	bicubic	-10.860	-5.900	+4
213	halo2botnet50ts_256	71.100	28.900	89.630	10.370	22.64	256	0.950	bicubic	-10.960	-6.012	-3
214	xcit_tiny_12_p8_224_dist	71.030	28.970	89.880	10.120	6.71	224	1.000	bicubic	-10.178	-5.720	+40
215	xcit_medium_24_p16_224	71.020	28.980	89.520	10.480	84.40	224	1.000	bicubic	-11.618	-6.454	-42
216	visformer_small	71.010	28.990	89.450	10.550	40.22	224	0.900	bicubic	-11.096	-6.424	-8
217	lamhalobotnet50ts_256	71.000	29.000	89.070	10.930	22.57	256	0.950	bicubic	-10.546	-6.432	+15
218	xcit_small_24_p16_224	71.000	29.000	89.700	10.300	47.67	224	1.000	bicubic	-11.580	-6.306	-41
219	resnetv2_50d_gn	70.990	29.010	89.770	10.230	25.57	288	0.950	bicubic	-10.828	-6.152	+6
220	resnetv2_101x1_bitm	70.990	29.010	91.090	8.910	44.54	448	1.000	bilinear	-11.346	-5.426	-27
221	tresnet_m_448	70.990	29.010	88.680	11.320	31.39	448	0.875	bilinear	-10.714	-6.892	+5
222	wide_resnet50_2	70.940	29.060	89.230	10.770	68.88	224	0.875	bicubic	-10.512	-6.300	+17
223	tnt_s_patch16_224	70.930	29.070	89.590	10.410	23.76	224	0.900	bicubic	-10.590	-6.154	+10
224	convnext_tiny	70.930	29.070	89.750	10.250	28.59	224	0.875	bicubic	-11.134	-6.102	-14
225	resnest50d_4s2x40d	70.930	29.070	89.710	10.290	30.42	224	0.875	bicubic	-10.180	-5.854	+35
226	tf_efficientnet_b3_ap	70.920	29.080	89.430	10.570	12.23	300	0.904	bicubic	-10.906	-6.192	-2
227	vit_small_patch16_224	70.910	29.090	90.150	9.850	22.05	224	0.900	bicubic	-10.486	-5.982	+16
228	resnet101	70.870	29.130	89.520	10.480	44.55	224	0.950	bicubic	-11.062	-6.250	-8
229	vit_large_patch32_384	70.870	29.130	90.570	9.430	306.63	384	1.000	bicubic	-10.636	-5.524	+8
230	jx_nest_tiny	70.860	29.140	89.940	10.060	17.06	224	0.875	bicubic	-10.560	-5.678	+11
231	resnetrs101	70.860	29.140	89.830	10.170	63.62	288	0.940	bicubic	-11.428	-6.180	-34
232	tf_efficientnet_b1_ns	70.860	29.140	90.120	9.880	7.79	240	0.882	bicubic	-10.528	-5.616	+12
233	rexnet_200	70.840	29.160	89.710	10.290	16.37	224	0.875	bicubic	-10.790	-5.958	-3
234	tresnet_l	70.840	29.160	89.620	10.380	55.99	224	0.875	bilinear	-10.652	-6.004	+4
235	tf_efficientnetv2_b3	70.830	29.170	89.510	10.490	14.36	300	0.904	bicubic	-11.136	-6.270	-17
236	poolformer_m36	70.800	29.200	89.510	10.490	56.17	224	0.950	bicubic	-11.312	-6.180	-29
237	coat_lite_small	70.790	29.210	89.570	10.430	19.84	224	0.900	bicubic	-11.514	-6.278	-41
238	levit_384	70.750	29.250	89.300	10.700	39.13	224	0.900	bicubic	-11.838	-6.722	-62
239	tf_efficientnet_b3	70.640	29.360	89.440	10.560	12.23	300	0.904	bicubic	-10.996	-6.278	-10
240	gluon_senet154	70.620	29.380	88.920	11.080	115.09	224	0.875	bicubic	-10.612	-6.428	+12
241	crossvit_small_240	70.610	29.390	89.360	10.640	26.86	240	0.875	bicubic	-10.408	-6.096	+24
242	cait_xxs24_384	70.600	29.400	89.720	10.280	12.03	384	1.000	bicubic	-10.366	-5.926	+27
243	convit_small	70.590	29.410	89.580	10.420	27.78	224	0.875	bicubic	-10.830	-6.160	-3
244	twins_pcpvt_small	70.560	29.440	89.080	10.920	24.11	224	0.900	bicubic	-10.530	-6.560	+18
245	ssl_resnext101_32x4d	70.530	29.470	89.780	10.220	44.18	224	0.875	bilinear	-10.394	-5.946	+27
246	deit_small_distilled_patch16_224	70.530	29.470	89.470	10.530	22.44	224	0.900	bicubic	-10.678	-5.904	+8
247	legacy_senet154	70.520	29.480	89.000	11.000	115.09	224	0.875	bilinear	-10.790	-6.496	+2
248	vit_small_r26_s32_224	70.510	29.490	90.110	9.890	36.43	224	0.900	bicubic	-11.346	-5.910	-26
249	halonet50ts	70.490	29.510	89.330	10.670	22.73	256	0.940	bicubic	-11.170	-6.282	-21
250	regnetz_b16	70.450	29.550	89.530	10.470	9.72	288	0.940	bicubic	-10.264	-5.948	+32
251	gluon_seresnext101_64x4d	70.440	29.560	89.350	10.650	88.23	224	0.875	bicubic	-10.438	-5.948	+23
252	twins_svt_small	70.440	29.560	89.350	10.650	24.06	224	0.900	bicubic	-11.240	-6.320	-26
253	crossvit_15_240	70.440	29.560	89.540	10.460	27.53	240	0.875	bicubic	-11.102	-6.150	-18
254	tf_efficientnet_lite4	70.430	29.570	89.110	10.890	13.01	380	0.920	bilinear	-11.106	-6.558	-20
255	resnest50d	70.420	29.580	88.760	11.240	27.48	224	0.875	bilinear	-10.562	-6.620	+13
256	seresnext50_32x4d	70.410	29.590	89.110	10.890	27.56	224	0.875	bicubic	-10.848	-6.520	-5
257	resnest50d_1s4x24d	70.390	29.610	89.230	10.770	25.68	224	0.875	bicubic	-10.600	-6.094	+10
258	gernet_l	70.360	29.640	88.980	11.020	31.08	256	0.875	bilinear	-10.984	-6.552	-11
259	gluon_resnet152_v1s	70.300	29.700	88.850	11.150	60.32	224	0.875	bicubic	-10.716	-6.562	+7
260	repvgg_b3	70.250	29.750	88.740	11.260	123.09	224	0.875	bilinear	-10.246	-6.524	+29
261	xception41p	70.210	29.790	89.100	10.900	26.91	299	0.940	bicubic	-11.750	-6.694	-43
262	coat_mini	70.210	29.790	89.450	10.550	10.34	224	0.900	bicubic	-11.056	-5.944	-11
263	sebotnet33ts_256	70.150	29.850	88.800	11.200	13.70	256	0.940	bicubic	-11.006	-6.370	-7
264	inception_resnet_v2	70.120	29.880	88.690	11.310	55.84	299	0.897	bicubic	-10.340	-6.618	+29
265	ecaresnet101d_pruned	70.110	29.890	89.590	10.410	24.88	224	0.875	bicubic	-10.704	-6.040	+12
266	efficientnet_el	70.110	29.890	89.290	10.710	10.59	300	0.904	bicubic	-11.200	-6.240	-18
267	haloregnetz_b	70.100	29.900	88.860	11.140	11.68	224	0.940	bicubic	-10.950	-6.336	-4
268	resmlp_36_distilled_224	70.100	29.900	89.100	10.900	44.69	224	0.875	bicubic	-11.054	-6.388	-11
269	gluon_seresnext101_32x4d	70.040	29.960	88.910	11.090	48.96	224	0.875	bicubic	-10.866	-6.384	+5
270	poolformer_s36	70.030	29.970	89.200	10.800	30.86	224	0.900	bicubic	-11.388	-6.250	-28
271	sehalonet33ts	70.020	29.980	88.700	11.300	13.69	256	0.940	bicubic	-10.944	-6.572	-1
272	regnety_320	69.990	30.010	88.880	11.120	145.05	224	0.875	bicubic	-10.820	-6.364	+6
273	gluon_resnet152_v1d	69.970	30.030	88.490	11.510	60.21	224	0.875	bicubic	-10.506	-6.714	+18
274	levit_256	69.950	30.050	89.240	10.760	18.89	224	0.900	bicubic	-11.556	-6.252	-38
275	pit_s_224	69.890	30.110	88.930	11.070	23.46	224	0.900	bicubic	-11.210	-6.400	-14
276	ecaresnet50d	69.840	30.160	89.390	10.610	25.58	224	0.875	bicubic	-10.760	-5.930	+10
277	ssl_resnext50_32x4d	69.720	30.280	89.440	10.560	25.03	224	0.875	bilinear	-10.596	-5.970	+26
278	gluon_resnext101_64x4d	69.700	30.300	88.270	11.730	83.46	224	0.875	bicubic	-10.904	-6.722	+7
279	xcit_tiny_24_p16_224_dist	69.700	30.300	88.720	11.280	12.12	224	1.000	bicubic	-10.746	-6.496	+16
280	xcit_tiny_12_p16_384_dist	69.690	30.310	89.020	10.980	6.72	384	1.000	bicubic	-11.254	-6.392	-10
281	lambda_resnet50ts	69.690	30.310	88.830	11.170	21.54	256	0.950	bicubic	-11.456	-6.272	-22
282	resmlp_24_distilled_224	69.680	30.320	89.050	10.950	30.02	224	0.875	bicubic	-11.084	-6.174	-3
283	resnext50_32x4d	69.670	30.330	88.650	11.350	25.03	224	0.950	bicubic	-11.438	-6.676	-23
284	efficientnet_b3_pruned	69.580	30.420	88.980	11.020	9.86	300	0.904	bicubic	-11.278	-6.264	-8
285	gernet_m	69.550	30.450	88.690	11.310	21.14	224	0.875	bilinear	-11.194	-6.494	-5
286	nf_resnet50	69.540	30.460	88.730	11.270	25.56	288	0.940	bicubic	-11.114	-6.604	-3
287	gcresnext50ts	69.530	30.470	88.840	11.160	15.67	256	0.900	bicubic	-11.048	-6.330	0
288	repvgg_b3g4	69.520	30.480	88.450	11.550	83.83	224	0.875	bilinear	-10.692	-6.656	+26
289	efficientnet_el_pruned	69.510	30.490	88.930	11.070	10.59	300	0.904	bicubic	-10.792	-6.098	+18
290	ens_adv_inception_resnet_v2	69.510	30.490	88.510	11.490	55.84	299	0.897	bicubic	-10.468	-6.428	+37
291	efficientnet_b2	69.500	30.500	88.670	11.330	9.11	288	1.000	bicubic	-11.114	-6.646	-7
292	gcresnet50t	69.500	30.500	89.060	10.940	25.90	256	0.900	bicubic	-11.442	-6.394	-20
293	rexnet_150	69.470	30.530	88.980	11.020	9.73	224	0.875	bicubic	-10.840	-6.186	+12
294	swin_tiny_patch4_window7_224	69.450	30.550	89.020	10.980	28.29	224	0.900	bicubic	-11.924	-6.524	-49
295	regnetx_320	69.440	30.560	88.280	11.720	107.81	224	0.875	bicubic	-10.800	-6.742	+17
296	vit_base_patch32_224	69.410	30.590	89.440	10.560	88.22	224	0.900	bicubic	-11.312	-6.126	-15
297	convmixer_768_32	69.400	30.600	88.870	11.130	21.11	224	0.960	bicubic	-10.764	-6.202	+20
298	inception_v4	69.360	30.640	88.780	11.220	42.68	299	0.875	bicubic	-10.802	-6.186	+20
299	legacy_seresnext101_32x4d	69.360	30.640	88.060	11.940	48.96	224	0.875	bilinear	-10.864	-6.950	+14
300	ecaresnetlight	69.340	30.660	89.230	10.770	30.16	224	0.875	bicubic	-11.112	-6.020	-6
301	resnet50d	69.340	30.660	88.230	11.770	25.58	224	0.875	bicubic	-11.182	-6.932	-13
302	xception71	69.320	30.680	88.270	11.730	42.34	299	0.903	bicubic	-10.556	-6.652	+30
303	vit_small_patch32_384	69.280	30.720	89.820	10.180	22.92	384	1.000	bicubic	-11.204	-5.780	-13
304	gluon_xception65	69.160	30.840	88.080	11.920	39.92	299	0.903	bicubic	-10.556	-6.780	+37
305	gluon_resnet152_v1c	69.150	30.850	87.860	12.140	60.21	224	0.875	bicubic	-10.758	-6.988	+25
306	mixnet_xl	69.120	30.880	88.310	11.690	11.90	224	0.875	bicubic	-11.354	-6.624	-14
307	seresnet33ts	69.100	30.900	88.490	11.510	19.78	256	0.900	bicubic	-11.250	-6.616	-7
308	tf_efficientnetv2_b2	69.090	30.910	88.220	11.780	10.10	260	0.890	bicubic	-11.116	-6.822	+7
309	resnetv2_50	69.070	30.930	88.440	11.560	25.55	224	0.950	bicubic	-11.350	-6.576	-13
310	gluon_resnet101_v1d	69.010	30.990	88.100	11.900	44.57	224	0.875	bicubic	-11.410	-6.974	-13
311	repvgg_b2g4	69.000	31.000	88.350	11.650	61.76	224	0.875	bilinear	-10.370	-6.338	+48
312	gcresnet33ts	68.990	31.010	88.470	11.530	19.88	256	0.900	bicubic	-11.090	-6.530	+9
313	gluon_resnext101_32x4d	68.950	31.050	88.360	11.640	44.18	224	0.875	bicubic	-11.394	-6.566	-12
314	seresnet50	68.950	31.050	88.700	11.300	28.09	224	0.875	bicubic	-11.314	-6.372	-5
315	tf_efficientnet_b2_ap	68.950	31.050	88.350	11.650	9.11	260	0.890	bicubic	-11.352	-6.866	-9
316	cspdarknet53	68.920	31.080	88.600	11.400	27.64	256	0.887	bilinear	-11.142	-6.484	+7
317	regnety_120	68.870	31.130	88.330	11.670	51.82	224	0.875	bicubic	-11.506	-6.286	-18
318	resnet50_gn	68.850	31.150	88.420	11.580	25.56	224	0.940	bicubic	-11.204	-6.528	+6
319	gluon_resnet152_v1b	68.830	31.170	87.710	12.290	60.19	224	0.875	bicubic	-10.850	-7.028	+26
320	eca_resnet33ts	68.810	31.190	88.580	11.420	19.68	256	0.900	bicubic	-11.270	-6.390	0
321	cspresnext50	68.790	31.210	87.940	12.060	20.57	224	0.875	bilinear	-11.260	-7.006	+4
322	dpn131	68.760	31.240	87.440	12.560	79.25	224	0.875	bicubic	-11.064	-7.268	+15
323	gmlp_s16_224	68.760	31.240	88.080	11.920	19.42	224	0.875	bicubic	-10.880	-6.544	+25
324	poolformer_s24	68.760	31.240	88.210	11.790	21.39	224	0.900	bicubic	-11.554	-6.836	-20
325	tf_efficientnet_b2	68.740	31.260	87.980	12.020	9.11	260	0.890	bicubic	-11.340	-6.928	-3
326	resnext50d_32x4d	68.730	31.270	88.300	11.700	25.05	224	0.875	bicubic	-10.940	-6.564	+20
327	resnet50	68.720	31.280	87.660	12.340	25.56	224	0.950	bicubic	-11.656	-7.466	-29
328	gluon_resnet101_v1s	68.710	31.290	87.910	12.090	44.67	224	0.875	bicubic	-11.588	-7.254	-20
329	deit_small_patch16_224	68.700	31.300	88.210	11.790	22.05	224	0.900	bicubic	-11.160	-6.836	+4
330	dpn107	68.700	31.300	88.140	11.860	86.92	224	0.875	bicubic	-11.472	-6.766	-14
331	gluon_seresnext50_32x4d	68.670	31.330	88.320	11.680	27.56	224	0.875	bicubic	-11.244	-6.512	-2
332	hrnet_w64	68.650	31.350	88.050	11.950	128.06	224	0.875	bilinear	-10.822	-6.602	+22
333	dpn98	68.610	31.390	87.660	12.340	61.57	224	0.875	bicubic	-11.036	-6.936	+14
334	xcit_tiny_12_p8_224	68.580	31.420	88.690	11.310	6.71	224	1.000	bicubic	-11.110	-6.364	+9
335	regnetx_160	68.530	31.470	88.450	11.550	54.28	224	0.875	bicubic	-11.320	-6.380	-1
336	rexnet_130	68.460	31.540	88.040	11.960	7.56	224	0.875	bicubic	-11.040	-6.644	+16
337	cspresnet50	68.440	31.560	87.970	12.030	21.62	256	0.887	bilinear	-11.142	-6.734	+13
338	tf_efficientnet_el	68.430	31.570	88.210	11.790	10.59	300	0.904	bicubic	-11.820	-6.912	-28
339	xcit_tiny_24_p16_224	68.430	31.570	88.290	11.710	12.12	224	1.000	bicubic	-11.014	-6.594	+18
340	ecaresnet50d_pruned	68.410	31.590	88.370	11.630	19.94	224	0.875	bicubic	-11.298	-6.510	+2
341	cait_xxs36_224	68.400	31.600	88.630	11.370	17.30	224	1.000	bicubic	-11.348	-6.236	-1
342	skresnext50_32x4d	68.370	31.630	87.560	12.440	27.48	224	0.875	bicubic	-11.782	-7.084	-23
343	ssl_resnet50	68.360	31.640	88.530	11.470	25.56	224	0.875	bilinear	-10.866	-6.306	+30
344	fbnetv3_d	68.340	31.660	88.450	11.550	10.31	256	0.950	bilinear	-11.342	-6.498	-1
345	dla102x2	68.340	31.660	87.890	12.110	41.28	224	0.875	bilinear	-11.106	-6.742	+12
346	efficientnet_b2_pruned	68.320	31.680	88.100	11.900	8.31	260	0.890	bicubic	-11.596	-6.754	-18
347	resmlp_big_24_224	68.320	31.680	87.530	12.470	129.14	224	0.875	bicubic	-12.712	-7.490	-83
348	gluon_resnext50_32x4d	68.310	31.690	87.300	12.700	25.03	224	0.875	bicubic	-11.054	-7.126	+12
349	vit_base_patch16_224_sam	68.260	31.740	87.730	12.270	86.57	224	0.900	bicubic	-11.982	-7.024	-38
350	ecaresnet26t	68.230	31.770	88.790	11.210	16.01	320	0.950	bicubic	-11.618	-6.296	-15
351	tf_efficientnet_lite3	68.230	31.770	87.740	12.260	8.20	300	0.904	bilinear	-11.590	-7.172	-13
352	ese_vovnet39b	68.200	31.800	88.260	11.740	24.57	224	0.875	bicubic	-11.112	-6.454	+10
353	fbnetv3_b	68.180	31.820	87.930	12.070	8.60	256	0.950	bilinear	-10.968	-6.816	+25
354	regnetx_120	68.170	31.830	87.660	12.340	46.11	224	0.875	bicubic	-11.422	-7.074	-5
355	resmlp_36_224	68.060	31.940	88.190	11.810	44.69	224	0.875	bicubic	-11.708	-6.696	-16
356	resnetrs50	68.030	31.970	87.710	12.290	35.69	224	0.910	bicubic	-11.856	-7.256	-25
357	pit_xs_distilled_224	68.000	32.000	87.720	12.280	11.00	224	0.900	bicubic	-11.306	-6.644	+6
358	dpn92	67.960	32.040	87.560	12.440	37.67	224	0.875	bicubic	-12.056	-7.264	-32
359	nf_regnet_b1	67.960	32.040	88.200	11.800	10.22	288	0.900	bicubic	-11.328	-6.548	+9
360	gluon_resnet50_v1d	67.950	32.050	87.130	12.870	25.58	224	0.875	bicubic	-11.126	-7.342	+22
361	resnetv2_50x1_bitm	67.920	32.080	89.290	10.710	25.55	448	1.000	bilinear	-12.422	-6.390	-59
362	levit_192	67.900	32.100	87.890	12.110	10.95	224	0.900	bicubic	-11.932	-6.896	-26
363	tf_efficientnetv2_b1	67.890	32.110	87.790	12.210	8.14	240	0.882	bicubic	-11.574	-6.934	-8
364	regnetx_080	67.880	32.120	86.990	13.010	39.57	224	0.875	bicubic	-11.322	-7.564	+12
365	resnext101_32x8d	67.860	32.140	87.490	12.510	88.79	224	0.875	bilinear	-11.456	-7.028	-4
366	legacy_seresnext50_32x4d	67.850	32.150	87.620	12.380	27.56	224	0.875	bilinear	-11.218	-6.814	+17
367	efficientnet_em	67.830	32.170	88.120	11.880	6.90	240	0.882	bicubic	-11.420	-6.674	+5
368	lambda_resnet26t	67.820	32.180	87.770	12.230	10.96	256	0.940	bicubic	-11.278	-6.818	+12
369	resmlp_24_224	67.800	32.200	87.620	12.380	30.02	224	0.875	bicubic	-11.582	-6.926	-11
370	hrnet_w48	67.770	32.230	87.410	12.590	77.47	224	0.875	bilinear	-11.532	-7.102	-3
371	hrnet_w44	67.740	32.260	87.560	12.440	67.06	224	0.875	bilinear	-11.160	-6.814	+20
372	coat_lite_mini	67.710	32.290	87.680	12.320	11.01	224	0.900	bicubic	-11.386	-6.924	+9
373	tf_efficientnet_b0_ns	67.700	32.300	88.070	11.930	5.29	224	0.875	bicubic	-10.958	-6.308	+27
374	regnetx_064	67.680	32.320	87.530	12.470	26.21	224	0.875	bicubic	-11.386	-6.928	+10
375	eca_botnext26ts_256	67.670	32.330	87.050	12.950	10.59	256	0.950	bicubic	-11.604	-7.566	-5
376	xception	67.670	32.330	87.580	12.420	22.86	299	0.897	bicubic	-11.380	-6.812	+9
377	dla169	67.630	32.370	87.590	12.410	53.39	224	0.875	bilinear	-11.062	-6.750	+22
378	dpn68b	67.630	32.370	87.670	12.330	12.61	224	0.875	bicubic	-11.590	-6.748	-4
379	halonet26t	67.630	32.370	87.240	12.760	12.48	256	0.950	bicubic	-11.486	-7.070	0
380	gluon_inception_v3	67.590	32.410	87.470	12.530	23.83	299	0.875	bicubic	-11.214	-6.900	+14
381	hrnet_w40	67.580	32.420	87.130	12.870	57.56	224	0.875	bilinear	-11.336	-7.344	+8
382	gluon_resnet101_v1c	67.580	32.420	87.180	12.820	44.57	224	0.875	bicubic	-11.954	-7.400	-30
383	legacy_seresnet152	67.530	32.470	87.400	12.600	66.82	224	0.875	bilinear	-11.122	-6.970	+18
384	tf_efficientnet_b1_ap	67.520	32.480	87.760	12.240	7.79	240	0.882	bicubic	-11.760	-6.544	-15
385	eca_halonext26ts	67.470	32.530	87.230	12.770	10.76	256	0.940	bicubic	-12.020	-7.368	-32
386	gluon_resnet101_v1b	67.470	32.530	87.240	12.760	44.55	224	0.875	bicubic	-11.832	-7.280	-20
387	efficientnet_b1	67.460	32.540	87.510	12.490	7.79	256	1.000	bicubic	-11.336	-6.832	+8
388	res2net50_26w_8s	67.460	32.540	87.280	12.720	48.40	224	0.875	bilinear	-11.520	-7.014	-1
389	resnetblur50	67.460	32.540	87.440	12.560	25.56	224	0.875	bicubic	-11.844	-7.194	-24
390	tf_efficientnet_cc_b1_8e	67.450	32.550	87.320	12.680	39.72	240	0.882	bicubic	-11.856	-7.052	-27
391	res2net101_26w_4s	67.450	32.550	87.010	12.990	45.21	224	0.875	bilinear	-11.746	-7.426	-13
392	resnet33ts	67.370	32.630	87.580	12.420	19.68	256	0.900	bicubic	-11.840	-6.992	-17
393	cait_xxs24_224	67.340	32.660	87.510	12.490	11.96	224	1.000	bicubic	-11.044	-6.800	+23
394	regnetx_032	67.290	32.710	86.990	13.010	15.30	224	0.875	bicubic	-10.882	-7.098	+33
395	coat_tiny	67.260	32.740	87.290	12.710	5.50	224	0.900	bicubic	-11.170	-6.750	+18
396	xception41	67.250	32.750	87.210	12.790	26.97	299	0.903	bicubic	-11.260	-7.068	+9
397	resnest26d	67.190	32.810	87.170	12.830	17.07	224	0.875	bilinear	-11.286	-7.122	+11
398	legacy_seresnet101	67.160	32.840	87.050	12.950	49.33	224	0.875	bilinear	-11.228	-7.214	+17
399	repvgg_b2	67.160	32.840	87.330	12.670	89.02	224	0.875	bilinear	-11.632	-7.088	-3
400	botnet26t_256	67.130	32.870	87.530	12.470	12.49	256	0.950	bicubic	-12.122	-6.998	-29
401	dla60x	67.100	32.900	87.180	12.820	17.35	224	0.875	bilinear	-11.144	-6.838	+22
402	gluon_resnet50_v1s	67.070	32.930	86.860	13.140	25.68	224	0.875	bicubic	-11.642	-7.380	-4
403	tv_resnet152	67.040	32.960	87.550	12.450	60.19	224	0.875	bilinear	-11.276	-6.484	+16
404	dla102x	67.030	32.970	86.790	13.210	26.31	224	0.875	bilinear	-11.486	-7.436	0
405	dla60_res2net	67.020	32.980	87.160	12.840	20.85	224	0.875	bilinear	-11.442	-7.046	+4
406	xcit_tiny_12_p16_224_dist	67.010	32.990	87.420	12.580	6.72	224	1.000	bicubic	-11.566	-6.776	-4
407	lambda_resnet26rpt_256	66.970	33.030	87.130	12.870	10.99	256	0.940	bicubic	-11.998	-7.298	-18
408	mixnet_l	66.940	33.060	86.920	13.080	7.33	224	0.875	bicubic	-12.036	-7.258	-20
409	res2net50_26w_6s	66.920	33.080	86.860	13.140	37.05	224	0.875	bilinear	-11.646	-7.274	-6
410	pit_xs_224	66.910	33.090	87.290	12.710	10.62	224	0.900	bicubic	-11.276	-6.874	+16
411	repvgg_b1	66.910	33.090	86.790	13.210	57.42	224	0.875	bilinear	-11.458	-7.306	+6
412	tf_efficientnet_b1	66.890	33.110	87.010	12.990	7.79	240	0.882	bicubic	-11.938	-7.188	-19
413	xcit_nano_12_p8_384_dist	66.870	33.130	87.110	12.890	3.05	384	1.000	bicubic	-10.948	-6.934	+34
414	efficientnet_es	66.860	33.140	86.710	13.290	5.44	224	0.875	bicubic	-11.196	-7.226	+17
415	mobilevit_s	66.860	33.140	87.080	12.920	5.58	256	0.900	bicubic	-11.452	-7.072	+5
416	regnetx_040	66.840	33.160	86.730	13.270	22.12	224	0.875	bicubic	-11.642	-7.514	-9
417	resnet32ts	66.830	33.170	87.260	12.740	17.96	256	0.900	bicubic	-12.182	-7.098	-31
418	tf_mixnet_l	66.790	33.210	86.460	13.540	7.33	224	0.875	bicubic	-11.984	-7.536	-21
419	hrnet_w30	66.780	33.220	86.780	13.220	37.71	224	0.875	bilinear	-11.418	-7.444	+6
420	hrnet_w32	66.750	33.250	87.310	12.690	41.23	224	0.875	bilinear	-11.698	-6.884	-10
421	selecsls60b	66.730	33.270	86.520	13.480	32.77	224	0.875	bicubic	-11.682	-7.654	-7
422	wide_resnet101_2	66.710	33.290	87.030	12.970	126.89	224	0.875	bilinear	-12.144	-7.260	-30
423	tf_efficientnetv2_b0	66.690	33.310	86.710	13.290	7.14	224	0.875	bicubic	-11.670	-7.310	-5
424	adv_inception_v3	66.660	33.340	86.540	13.460	23.83	299	0.875	bicubic	-10.922	-7.196	+31
425	dla60_res2next	66.640	33.360	87.030	12.970	17.03	224	0.875	bilinear	-11.800	-7.120	-14
426	vit_tiny_patch16_384	66.580	33.420	87.270	12.730	5.79	384	1.000	bicubic	-11.854	-7.272	-14
427	levit_128	66.570	33.430	86.750	13.250	9.21	224	0.900	bicubic	-11.922	-7.256	-21
428	gluon_resnet50_v1c	66.550	33.450	86.180	13.820	25.58	224	0.875	bicubic	-11.462	-7.810	+6
429	dla102	66.530	33.470	86.910	13.090	33.27	224	0.875	bilinear	-11.500	-7.038	+4
430	gmixer_24_224	66.430	33.570	86.160	13.840	24.72	224	0.875	bicubic	-11.606	-7.510	+2
431	tf_inception_v3	66.410	33.590	86.660	13.340	23.83	299	0.875	bicubic	-11.446	-6.980	+13
432	bat_resnext26ts	66.390	33.610	86.830	13.170	10.73	256	0.900	bicubic	-11.860	-7.268	-10
433	hardcorenas_f	66.380	33.620	86.200	13.800	8.20	224	0.875	bilinear	-11.718	-7.602	-3
434	coat_lite_tiny	66.300	33.700	86.980	13.020	5.72	224	0.900	bicubic	-11.214	-6.936	+24
435	efficientnet_b0	66.300	33.700	85.980	14.020	5.29	224	0.875	bicubic	-11.390	-7.550	+14
436	legacy_seresnet50	66.260	33.740	86.340	13.660	28.09	224	0.875	bilinear	-11.370	-7.410	+15
437	selecsls60	66.200	33.800	86.330	13.670	30.67	224	0.875	bicubic	-11.776	-7.416	-1
438	tf_efficientnet_em	66.180	33.820	86.360	13.640	6.90	240	0.882	bicubic	-11.952	-7.684	-9
439	tv_resnext50_32x4d	66.170	33.830	86.040	13.960	25.03	224	0.875	bilinear	-11.446	-7.660	+13
440	tf_efficientnet_cc_b0_8e	66.160	33.840	86.240	13.760	24.01	224	0.875	bicubic	-11.746	-7.416	0
441	res2net50_26w_4s	66.140	33.860	86.590	13.410	25.70	224	0.875	bilinear	-11.820	-7.262	-4
442	resmlp_12_distilled_224	66.140	33.860	86.620	13.380	15.35	224	0.875	bicubic	-11.802	-6.938	-4
443	inception_v3	66.130	33.870	86.320	13.680	23.83	299	0.875	bicubic	-11.308	-7.154	+18
444	efficientnet_b1_pruned	66.090	33.910	86.570	13.430	6.33	240	0.882	bicubic	-12.150	-7.264	-20
445	rexnet_100	66.080	33.920	86.500	13.500	4.80	224	0.875	bicubic	-11.778	-7.370	-3
446	regnety_016	66.080	33.920	86.370	13.630	11.20	224	0.875	bicubic	-11.780	-7.352	-3
447	gluon_resnet50_v1b	66.070	33.930	86.260	13.740	25.56	224	0.875	bicubic	-11.510	-7.462	+9
448	res2net50_14w_8s	66.010	33.990	86.250	13.750	25.06	224	0.875	bilinear	-12.134	-7.598	-20
449	tinynet_a	66.010	33.990	85.790	14.210	6.19	192	0.875	bicubic	-11.640	-7.746	+1
450	gcresnext26ts	65.950	34.050	85.920	14.080	10.48	256	0.900	bicubic	-11.870	-7.910	-4
451	seresnext26t_32x4d	65.880	34.120	85.670	14.330	16.81	224	0.875	bicubic	-12.096	-8.160	-16
452	res2next50	65.860	34.140	85.840	14.160	24.67	224	0.875	bilinear	-12.392	-8.046	-31
453	densenet161	65.850	34.150	86.450	13.550	28.68	224	0.875	bicubic	-11.504	-7.186	+11
454	hardcorenas_e	65.840	34.160	85.980	14.020	8.07	224	0.875	bilinear	-11.954	-7.716	-6
455	repvgg_b1g4	65.840	34.160	86.120	13.880	39.97	224	0.875	bilinear	-11.746	-7.710	-1
456	resnet34d	65.790	34.210	86.720	13.280	21.82	224	0.875	bicubic	-11.324	-6.660	+16
457	eca_resnext26ts	65.780	34.220	85.840	14.160	10.30	256	0.900	bicubic	-11.674	-7.726	+3
458	xcit_tiny_12_p16_224	65.770	34.230	86.220	13.780	6.72	224	1.000	bicubic	-11.356	-7.496	+13
459	mobilenetv3_large_100_miil	65.760	34.240	85.200	14.800	5.48	224	0.875	bilinear	-12.156	-7.706	-20
460	skresnet34	65.740	34.260	85.970	14.030	22.28	224	0.875	bicubic	-11.164	-7.350	+22
461	tv_resnet101	65.690	34.310	85.980	14.020	44.55	224	0.875	bilinear	-11.688	-7.562	+2
462	seresnext26ts	65.650	34.350	86.160	13.840	10.39	256	0.900	bicubic	-12.202	-7.630	-17
463	hardcorenas_d	65.630	34.370	85.460	14.540	7.50	224	0.875	bilinear	-11.800	-8.022	-1
464	selecsls42b	65.620	34.380	85.810	14.190	32.46	224	0.875	bicubic	-11.554	-7.582	+6
465	poolformer_s12	65.590	34.410	86.130	13.870	11.92	224	0.900	bicubic	-11.646	-7.374	+4
466	tf_efficientnet_b0_ap	65.490	34.510	85.590	14.410	5.29	224	0.875	bicubic	-11.604	-7.666	+8
467	seresnext26d_32x4d	65.420	34.580	85.970	14.030	16.81	224	0.875	bicubic	-12.184	-7.638	-14
468	convmixer_1024_20_ks9_p14	65.410	34.590	85.590	14.410	24.38	224	0.960	bicubic	-11.532	-7.766	+11
469	resnet26t	65.390	34.610	86.110	13.890	16.01	256	0.940	bicubic	-12.472	-7.734	-28
470	res2net50_48w_2s	65.380	34.620	85.960	14.040	25.29	224	0.875	bilinear	-12.140	-7.592	-13
471	tf_efficientnet_lite2	65.380	34.620	86.000	14.000	6.09	260	0.890	bicubic	-12.088	-7.756	-12
472	densenet201	65.290	34.710	85.680	14.320	20.01	224	0.875	bicubic	-12.000	-7.798	-5
473	densenetblur121d	65.290	34.710	85.700	14.300	8.00	224	0.875	bicubic	-11.294	-7.492	+19
474	dla60	65.200	34.800	85.760	14.240	22.04	224	0.875	bilinear	-11.830	-7.560	+1
475	crossvit_9_dagger_240	65.200	34.800	86.600	13.400	8.78	240	0.875	bicubic	-11.782	-7.010	+3
476	ese_vovnet19b_dw	65.190	34.810	85.460	14.540	6.54	224	0.875	bicubic	-11.612	-7.812	+8
477	tf_efficientnet_cc_b0_4e	65.150	34.850	85.140	14.860	13.31	224	0.875	bicubic	-12.152	-8.194	-12
478	gernet_s	65.130	34.870	85.520	14.480	8.17	224	0.875	bilinear	-11.778	-7.612	+3
479	legacy_seresnext26_32x4d	65.060	34.940	85.640	14.360	16.79	224	0.875	bicubic	-12.046	-7.678	-6
480	mobilenetv2_120d	65.010	34.990	85.950	14.050	5.83	224	0.875	bicubic	-12.284	-7.546	-14
481	hrnet_w18	64.930	35.070	85.740	14.260	21.30	224	0.875	bilinear	-11.824	-7.700	+5
482	hardcorenas_c	64.850	35.150	85.240	14.760	5.52	224	0.875	bilinear	-12.200	-7.918	-7
483	densenet169	64.760	35.240	85.240	14.760	14.15	224	0.875	bicubic	-11.138	-7.790	+22
484	mixnet_m	64.700	35.300	85.460	14.540	5.01	224	0.875	bicubic	-12.564	-7.964	-16
485	resnet26d	64.680	35.320	85.110	14.890	16.01	224	0.875	bicubic	-12.024	-8.040	+2
486	levit_128s	64.590	35.410	84.750	15.250	7.78	224	0.900	bicubic	-11.930	-8.122	+9
487	resnext26ts	64.590	35.410	85.110	14.890	10.30	256	0.900	bicubic	-12.190	-8.018	-2
488	xcit_nano_12_p8_224_dist	64.560	35.440	85.980	14.020	3.05	224	1.000	bicubic	-11.760	-7.108	+9
489	repvgg_a2	64.440	35.560	85.140	14.860	28.21	224	0.875	bilinear	-12.018	-7.870	+7
490	xcit_nano_12_p16_384_dist	64.430	35.570	85.310	14.690	3.05	384	1.000	bicubic	-11.026	-7.380	+24
491	hardcorenas_b	64.410	35.590	84.860	15.140	5.18	224	0.875	bilinear	-12.126	-7.894	+2
492	tf_efficientnet_lite1	64.390	35.610	85.480	14.520	5.42	240	0.882	bicubic	-12.250	-7.740	-3
493	regnetx_016	64.370	35.630	85.460	14.540	9.19	224	0.875	bicubic	-12.580	-7.962	-15
494	resmlp_12_224	64.350	35.650	85.590	14.410	15.35	224	0.875	bicubic	-12.306	-7.590	-6
495	tf_efficientnet_b0	64.300	35.700	85.280	14.720	5.29	224	0.875	bicubic	-12.544	-7.948	-12
496	tf_mixnet_m	64.270	35.730	85.090	14.910	5.01	224	0.875	bicubic	-12.672	-8.064	-16
497	dpn68	64.240	35.760	85.180	14.820	12.61	224	0.875	bicubic	-12.066	-7.794	+2
498	tf_efficientnet_es	64.230	35.770	84.740	15.260	5.44	224	0.875	bicubic	-12.366	-8.464	-7
499	regnety_008	64.150	35.850	85.280	14.720	6.26	224	0.875	bicubic	-12.160	-7.790	-1
500	vit_small_patch32_224	64.060	35.940	85.560	14.440	22.88	224	0.900	bicubic	-11.926	-7.710	+2
501	mobilenetv2_140	64.050	35.950	85.030	14.970	6.11	224	0.875	bicubic	-12.472	-7.966	-7
502	densenet121	63.740	36.260	84.600	15.400	7.98	224	0.875	bicubic	-11.844	-8.052	+7
503	hardcorenas_a	63.710	36.290	84.400	15.600	5.26	224	0.875	bilinear	-12.210	-8.120	+1
504	resnest14d	63.610	36.390	84.260	15.740	10.61	224	0.875	bilinear	-11.894	-8.260	+7
505	tf_mixnet_s	63.560	36.440	84.270	15.730	4.13	224	0.875	bicubic	-12.090	-8.358	+2
506	resnet26	63.450	36.550	84.260	15.740	16.00	224	0.875	bicubic	-11.850	-8.318	+10
507	mixnet_s	63.380	36.620	84.740	15.260	4.13	224	0.875	bicubic	-12.612	-8.058	-6
508	mobilenetv3_large_100	63.350	36.650	84.080	15.920	5.48	224	0.875	bicubic	-12.416	-8.464	-2
509	vit_tiny_r_s16_p8_384	63.340	36.660	85.270	14.730	6.36	384	1.000	bicubic	-12.614	-7.994	-7
510	tv_resnet50	63.340	36.660	84.660	15.340	25.56	224	0.875	bilinear	-12.794	-8.208	-9
511	efficientnet_es_pruned	63.310	36.690	84.950	15.050	5.44	224	0.875	bicubic	-11.686	-7.490	+13
512	mixer_b16_224	63.280	36.720	83.320	16.680	59.88	224	0.875	bicubic	-13.332	-8.908	-22
513	efficientnet_lite0	63.240	36.760	84.440	15.560	4.65	224	0.875	bicubic	-12.236	-8.072	-1
514	mobilenetv3_rw	63.230	36.770	84.510	15.490	5.48	224	0.875	bicubic	-12.402	-8.198	-6
515	semnasnet_100	63.160	36.840	84.530	15.470	3.89	224	0.875	bicubic	-12.290	-8.070	0
516	pit_ti_distilled_224	63.140	36.860	83.960	16.040	5.10	224	0.900	bicubic	-11.392	-8.136	+17
517	vit_tiny_patch16_224	63.110	36.890	84.850	15.150	5.72	224	0.900	bicubic	-12.352	-7.994	-4
518	regnety_006	63.100	36.900	84.260	15.740	6.06	224	0.875	bicubic	-12.150	-8.274	-1
519	tv_densenet121	62.950	37.050	84.250	15.750	7.98	224	0.875	bicubic	-11.794	-7.902	+9
520	mobilevit_xs	62.940	37.060	84.830	15.170	2.32	256	0.900	bicubic	-11.704	-7.526	+10
521	resnet34	62.870	37.130	84.130	15.870	21.80	224	0.875	bilinear	-12.244	-8.154	0
522	legacy_seresnet34	62.840	37.160	84.220	15.780	21.96	224	0.875	bilinear	-11.968	-7.906	+5
523	mobilenetv2_110d	62.820	37.180	84.490	15.510	4.52	224	0.875	bicubic	-12.218	-7.694	-1
524	deit_tiny_distilled_patch16_224	62.800	37.200	83.920	16.080	5.91	224	0.900	bicubic	-11.712	-7.966	+10
525	hrnet_w18_small_v2	62.790	37.210	83.990	16.010	15.60	224	0.875	bilinear	-12.328	-8.426	-5
526	swsl_resnet18	62.770	37.230	84.300	15.700	11.69	224	0.875	bilinear	-10.506	-7.436	+21
527	repvgg_b0	62.730	37.270	83.860	16.140	15.82	224	0.875	bilinear	-12.430	-8.558	-9
528	tinynet_b	62.730	37.270	84.250	15.750	3.73	188	0.875	bicubic	-12.246	-7.934	-3
529	gluon_resnet34_v1b	62.570	37.430	83.990	16.010	21.80	224	0.875	bicubic	-12.018	-7.998	+3
530	xcit_nano_12_p8_224	62.550	37.450	84.200	15.800	3.05	224	1.000	bicubic	-11.360	-7.968	+10
531	tf_efficientnet_lite0	62.540	37.460	84.220	15.780	4.65	224	0.875	bicubic	-12.292	-7.954	-5
532	regnetx_008	62.490	37.510	84.020	15.980	7.26	224	0.875	bicubic	-12.544	-8.320	-9
533	dla34	62.480	37.520	83.910	16.090	15.74	224	0.875	bilinear	-12.140	-8.162	-2
534	fbnetc_100	62.470	37.530	83.380	16.620	5.57	224	0.875	bilinear	-12.660	-9.006	-15
535	tf_mobilenetv3_large_100	62.460	37.540	83.970	16.030	5.48	224	0.875	bilinear	-13.058	-8.634	-25
536	crossvit_9_240	62.260	37.740	84.240	15.760	8.55	240	0.875	bicubic	-11.700	-7.728	+3
537	crossvit_tiny_240	62.070	37.930	83.610	16.390	7.01	240	0.875	bicubic	-11.262	-8.304	+8
538	mnasnet_100	61.890	38.110	83.710	16.290	4.38	224	0.875	bicubic	-12.768	-8.402	-9
539	regnety_004	61.860	38.140	83.420	16.580	4.34	224	0.875	bicubic	-12.164	-8.334	-2
540	vgg19_bn	61.860	38.140	83.450	16.550	143.68	224	0.875	bilinear	-12.354	-8.398	-5
541	convit_tiny	61.570	38.430	84.130	15.870	5.71	224	0.875	bicubic	-11.544	-7.584	+7
542	ssl_resnet18	61.470	38.530	83.310	16.690	11.69	224	0.875	bilinear	-11.138	-8.114	+11
543	regnetx_006	61.370	38.630	83.450	16.550	6.20	224	0.875	bicubic	-12.490	-8.222	-2
544	spnasnet_100	61.210	38.790	82.790	17.210	4.42	224	0.875	bilinear	-12.874	-9.030	-8
545	tv_resnet34	61.190	38.810	82.720	17.280	21.80	224	0.875	bilinear	-12.116	-8.704	+1
546	pit_ti_224	60.960	39.040	83.860	16.140	4.85	224	0.900	bicubic	-11.952	-7.546	+6
547	skresnet18	60.850	39.150	82.880	17.120	11.96	224	0.875	bicubic	-12.186	-8.288	+2
548	ghostnet_100	60.830	39.170	82.360	17.640	5.18	224	0.875	bilinear	-13.144	-9.100	-10
549	vgg16_bn	60.760	39.240	82.950	17.050	138.37	224	0.875	bilinear	-12.590	-8.554	-5
550	semnasnet_075	60.710	39.290	82.510	17.490	2.91	224	0.875	bicubic	-12.262	-8.626	0
551	tf_mobilenetv3_large_075	60.390	39.610	81.950	18.050	3.99	224	0.875	bilinear	-13.046	-9.394	-8
552	xcit_nano_12_p16_224_dist	60.250	39.750	82.490	17.510	3.05	224	1.000	bicubic	-12.052	-8.368	+5
553	mobilenetv2_100	60.190	39.810	82.240	17.760	3.50	224	0.875	bicubic	-12.780	-8.780	-2
554	resnet18d	60.180	39.820	82.310	17.690	11.71	224	0.875	bicubic	-12.070	-8.378	+4
555	vit_base_patch32_224_sam	60.000	40.000	81.230	18.770	88.22	224	0.900	bicubic	-13.694	-9.780	-13
556	deit_tiny_patch16_224	59.860	40.140	82.660	17.340	5.72	224	0.900	bicubic	-12.312	-8.454	+4
557	legacy_seresnet18	59.810	40.190	81.690	18.310	11.78	224	0.875	bicubic	-11.932	-8.642	+7
558	vgg19	59.710	40.290	81.450	18.550	143.67	224	0.875	bilinear	-12.656	-9.420	-3
559	regnetx_004	59.420	40.580	81.690	18.310	5.16	224	0.875	bicubic	-12.972	-9.142	-5
560	tf_mobilenetv3_large_minimal_100	59.080	40.920	81.150	18.850	3.92	224	0.875	bilinear	-13.170	-9.480	-1
561	vit_tiny_r_s16_p8_224	59.070	40.930	81.760	18.240	6.34	224	0.900	bicubic	-12.722	-9.062	+2
562	vgg13_bn	59.000	41.000	81.080	18.920	133.05	224	0.875	bilinear	-12.594	-9.296	+3
563	hrnet_w18_small	58.970	41.030	81.350	18.650	13.19	224	0.875	bilinear	-13.368	-9.330	-7
564	lcnet_100	58.860	41.140	81.190	18.810	2.95	224	0.875	bicubic	-13.244	-9.186	-3
565	vgg16	58.840	41.160	81.660	18.340	138.36	224	0.875	bilinear	-12.750	-8.722	+1
566	xcit_nano_12_p16_224	58.350	41.650	80.890	19.110	3.05	224	1.000	bicubic	-11.604	-8.864	+5
567	gluon_resnet18_v1b	58.320	41.680	80.970	19.030	11.69	224	0.875	bicubic	-12.514	-8.792	+1
568	tinynet_c	58.170	41.830	80.280	19.720	2.46	184	0.875	bicubic	-13.058	-9.470	-1
569	vgg11_bn	57.410	42.590	80.020	19.980	132.87	224	0.875	bilinear	-12.950	-9.782	0
570	resnet18	57.170	42.830	80.200	19.800	11.69	224	0.875	bilinear	-12.574	-8.882	+3
571	mobilevit_xxs	57.150	42.850	79.730	20.270	1.27	256	0.900	bicubic	-11.770	-9.214	+4
572	vgg13	57.140	42.860	79.550	20.450	133.05	224	0.875	bilinear	-12.786	-9.696	0
573	regnety_002	56.990	43.010	79.860	20.140	3.16	224	0.875	bicubic	-13.264	-9.672	-3
574	mixer_l16_224	56.680	43.320	75.980	24.020	208.20	224	0.875	bicubic	-15.374	-11.682	-12
575	regnetx_002	56.060	43.940	79.220	20.780	2.68	224	0.875	bicubic	-12.696	-9.336	+2
576	dla60x_c	56.000	44.000	78.930	21.070	1.32	224	0.875	bilinear	-11.892	-9.496	+3
577	vgg11	55.800	44.200	78.840	21.160	132.86	224	0.875	bilinear	-13.228	-9.786	-3
578	lcnet_075	55.420	44.580	78.300	21.700	2.36	224	0.875	bicubic	-13.396	-10.070	-2
579	mobilenetv3_small_100	54.700	45.300	77.770	22.230	2.54	224	0.875	bicubic	-12.956	-9.864	+1
580	tf_mobilenetv3_small_100	54.530	45.470	77.060	22.940	2.54	224	0.875	bilinear	-13.394	-10.604	-2
581	tinynet_d	53.420	46.580	76.350	23.650	2.34	152	0.875	bicubic	-13.538	-10.714	0
582	mnasnet_small	53.270	46.730	75.890	24.110	2.03	224	0.875	bicubic	-12.936	-10.618	0
583	dla46x_c	53.050	46.950	76.870	23.130	1.07	224	0.875	bilinear	-12.920	-10.110	0
584	mobilenetv2_050	52.850	47.150	75.430	24.570	1.97	224	0.875	bicubic	-13.092	-10.652	0
585	tf_mobilenetv3_small_075	52.150	47.850	75.480	24.520	2.04	224	0.875	bilinear	-13.564	-10.654	0
586	dla46_c	52.130	47.870	75.690	24.310	1.30	224	0.875	bilinear	-12.736	-10.604	+1
587	mobilenetv3_small_075	51.920	48.080	74.730	25.270	2.04	224	0.875	bicubic	-13.322	-10.708	-1
588	lcnet_050	49.990	50.010	73.460	26.540	1.88	224	0.875	bicubic	-13.110	-10.922	0
589	tf_mobilenetv3_small_minimal_100	49.500	50.500	73.050	26.950	2.04	224	0.875	bilinear	-13.408	-11.184	0
590	tinynet_e	46.700	53.300	70.360	29.640	2.04	106	0.875	bicubic	-13.156	-11.404	0
591	mobilenetv3_small_050	44.890	55.110	67.670	32.330	1.59	224	0.875	bicubic	-13.000	-12.524	0