pytorch-image-models/results/benchmark-infer-amp-nchw-pt240-cu124-rtx4090-dynamo.csv

1	model	infer_img_size	infer_samples_per_sec	infer_step_time	infer_batch_size	param_count	infer_gmacs	infer_macts
2	test_efficientnet	160	188911.31	1.347	256	0.36	0.06	0.55
3	test_byobnet	160	178532.03	1.426	256	0.46	0.03	0.43
4	test_vit	160	155871.09	1.635	256	0.37	0.04	0.48
5	lcnet_035	224	97850.77	2.608	256	1.64	0.03	1.04
6	tf_mobilenetv3_small_minimal_100	224	93614.74	2.726	256	2.04	0.06	1.41
7	lcnet_050	224	86660.68	2.946	256	1.88	0.05	1.26
8	mobilenetv3_small_050	224	83744.91	3.049	256	1.59	0.03	0.92
9	tinynet_e	106	83059.88	3.074	256	2.04	0.03	0.69
10	mobilenetv3_small_075	224	82620.81	3.091	256	2.04	0.05	1.3
11	mobilenetv3_small_100	224	79752.52	3.202	256	2.54	0.06	1.42
12	mobilenetv4_conv_small	224	74963.65	3.407	256	3.77	0.19	1.97
13	tf_mobilenetv3_small_075	224	68793.66	3.712	256	2.04	0.05	1.3
14	tf_mobilenetv3_small_100	224	63377.08	4.031	256	2.54	0.06	1.42
15	tinynet_d	152	62921.33	4.061	256	2.34	0.05	1.42
16	lcnet_075	224	59549.33	4.29	256	2.36	0.1	1.99
17	mnasnet_small	224	58424.52	4.373	256	2.03	0.07	2.16
18	levit_conv_128s	224	58296.58	4.383	256	7.78	0.31	1.88
19	mobilenetv4_conv_small	256	54925.26	4.652	256	3.77	0.25	2.57
20	levit_128s	224	53157.92	4.807	256	7.78	0.31	1.88
21	resnet10t	176	52732.02	4.846	256	5.44	0.7	1.51
22	ghostnet_050	224	52648.58	4.854	256	2.59	0.05	1.77
23	regnetx_002	224	50885.47	5.023	256	2.68	0.2	2.16
24	repghostnet_050	224	49844.85	5.127	256	2.31	0.05	2.02
25	resnet18	160	49720.41	5.14	256	11.69	0.93	1.27
26	mobilenetv2_035	224	47284.89	5.404	256	1.68	0.07	2.86
27	regnety_002	224	47175.78	5.418	256	3.16	0.2	2.17
28	lcnet_100	224	46545.58	5.491	256	2.95	0.16	2.52
29	mnasnet_050	224	45318.19	5.64	256	2.22	0.11	3.07
30	repghostnet_058	224	44344.16	5.764	256	2.55	0.07	2.59
31	levit_conv_128	224	43034.18	5.94	256	9.21	0.41	2.71
32	vit_tiny_r_s16_p8_224	224	40905.75	6.25	256	6.34	0.44	2.06
33	efficientvit_b0	224	40487.21	6.315	256	3.41	0.1	2.87
34	regnetx_004	224	40146.51	6.368	256	5.16	0.4	3.14
35	levit_128	224	39948.51	6.4	256	9.21	0.41	2.71
36	regnetx_004_tv	224	38547.28	6.633	256	5.5	0.42	3.17
37	repghostnet_080	224	37919.74	6.742	256	3.28	0.1	3.22
38	levit_conv_192	224	37779.54	6.768	256	10.95	0.66	3.2
39	semnasnet_050	224	37506.25	6.817	256	2.08	0.11	3.44
40	hgnetv2_b0	224	37356.26	6.845	256	6.0	0.33	2.12
41	mobilenetv2_050	224	37215.01	6.87	256	1.97	0.1	3.64
42	gernet_s	224	36311.59	7.041	256	8.17	0.75	2.65
43	efficientvit_m2	224	36122.02	7.079	256	4.19	0.2	1.47
44	pit_ti_224	224	36065.64	7.089	256	4.85	0.7	6.19
45	pit_ti_distilled_224	224	35852.04	7.132	256	5.1	0.71	6.23
46	efficientvit_m1	224	34221.22	7.472	256	2.98	0.17	1.33
47	resnet10t	224	33377.1	7.661	256	5.44	1.1	2.43
48	vit_small_patch32_224	224	32872.0	7.779	256	22.88	1.15	2.5
49	efficientvit_m3	224	32739.6	7.81	256	6.9	0.27	1.62
50	mixer_s32_224	224	32505.37	7.867	256	19.1	1.0	2.28
51	levit_192	224	31250.48	8.183	256	10.95	0.66	3.2
52	edgenext_xx_small	256	31029.41	8.242	256	1.33	0.26	3.33
53	xcit_nano_12_p16_224	224	30599.92	8.357	256	3.05	0.56	4.17
54	tinynet_c	184	30555.73	8.369	256	2.46	0.11	2.87
55	nf_regnet_b0	192	30346.81	8.427	256	8.76	0.37	3.15
56	efficientvit_m0	224	30313.3	8.437	256	2.35	0.08	0.91
57	lcnet_150	224	30064.96	8.506	256	4.5	0.34	3.79
58	resnet34	160	29702.78	8.608	256	21.8	1.87	1.91
59	repghostnet_100	224	29445.74	8.685	256	4.07	0.15	3.98
60	efficientvit_m4	224	29026.74	8.81	256	8.8	0.3	1.7
61	cs3darknet_focus_s	256	28372.65	9.014	256	3.27	0.69	2.7
62	regnety_004	224	27981.57	9.139	256	4.34	0.41	3.89
63	tf_mobilenetv3_large_minimal_100	224	27961.28	9.147	256	3.92	0.22	4.4
64	mobilenetv3_large_075	224	27774.4	9.208	256	3.99	0.16	4.0
65	resnet14t	176	27760.24	9.213	256	10.08	1.07	3.61
66	mnasnet_075	224	27169.47	9.414	256	3.17	0.23	4.77
67	convnext_atto	224	27156.87	9.418	256	3.7	0.55	3.81
68	hgnetv2_b1	224	27032.22	9.462	256	6.34	0.49	2.73
69	cs3darknet_s	256	26830.41	9.533	256	3.28	0.72	2.97
70	regnety_006	224	26488.55	9.656	256	6.06	0.61	4.33
71	efficientvit_m5	224	26226.6	9.753	256	12.47	0.53	2.41
72	resnet18	224	25948.79	9.857	256	11.69	1.82	2.48
73	tf_efficientnetv2_b0	192	25767.89	9.926	256	7.14	0.54	3.51
74	tf_mobilenetv3_large_075	224	25675.44	9.962	256	3.99	0.16	4.0
75	ghostnet_100	224	25628.25	9.98	256	5.18	0.15	3.55
76	levit_conv_256	224	25595.46	9.993	256	18.89	1.13	4.23
77	convnextv2_atto	224	25550.99	10.011	256	3.71	0.55	3.81
78	convnext_atto_ols	224	25437.32	10.056	256	3.7	0.58	4.11
79	repghostnet_111	224	25146.64	10.171	256	4.54	0.18	4.38
80	mobilenetv3_rw	224	24721.37	10.347	256	5.48	0.23	4.41
81	mobilenetv3_large_100	224	24474.85	10.451	256	5.48	0.23	4.41
82	deit_tiny_patch16_224	224	24312.15	10.521	256	5.72	1.26	5.97
83	vit_tiny_patch16_224	224	24266.11	10.54	256	5.72	1.26	5.97
84	repvgg_a0	224	24061.2	10.63	256	9.11	1.52	3.59
85	seresnet18	224	24041.64	10.639	256	11.78	1.82	2.49
86	legacy_seresnet18	224	24022.17	10.648	256	11.78	1.82	2.49
87	hardcorenas_b	224	23830.5	10.734	256	5.18	0.26	5.09
88	deit_tiny_distilled_patch16_224	224	23769.88	10.761	256	5.91	1.27	6.01
89	mnasnet_100	224	23629.36	10.825	256	4.38	0.33	5.46
90	edgenext_xx_small	288	23592.08	10.842	256	1.33	0.33	4.21
91	regnetx_008	224	23475.66	10.896	256	7.26	0.81	5.15
92	hardcorenas_c	224	23258.07	10.998	256	5.52	0.28	5.01
93	mobilenetv1_100	224	22998.4	11.123	256	4.23	0.58	5.04
94	mobilenet_edgetpu_v2_xs	224	22908.62	11.166	256	4.46	0.7	4.8
95	semnasnet_075	224	22722.94	11.257	256	2.91	0.23	5.54
96	levit_256	224	22644.71	11.296	256	18.89	1.13	4.23
97	mobilenetv1_100h	224	22625.21	11.306	256	5.28	0.63	5.09
98	tf_mobilenetv3_large_100	224	22476.69	11.381	256	5.48	0.23	4.41
99	convnext_femto	224	22282.51	11.48	256	5.22	0.79	4.57
100	resnet18d	224	22111.11	11.569	256	11.71	2.06	3.29
101	levit_conv_256d	224	22077.96	11.586	256	26.21	1.4	4.93
102	spnasnet_100	224	22077.72	11.586	256	4.42	0.35	6.03
103	mobilenetv4_hybrid_medium_075	224	22065.84	11.593	256	7.31	0.66	5.65
104	dla46_c	224	21982.6	11.636	256	1.3	0.58	4.5
105	vit_medium_patch32_clip_224	224	21846.57	11.709	256	39.69	2.0	3.34
106	mobilenetv2_075	224	21759.16	11.757	256	2.64	0.22	5.86
107	hardcorenas_a	224	21729.5	11.773	256	5.26	0.23	4.38
108	mobilenetv4_conv_medium	224	21722.12	11.776	256	9.72	0.84	5.8
109	hgnetv2_b0	288	21721.77	11.777	256	6.0	0.54	3.51
110	regnety_008	224	21671.84	11.803	256	6.26	0.81	5.25
111	hardcorenas_d	224	21580.66	11.853	256	7.5	0.3	4.93
112	convnextv2_femto	224	21531.01	11.881	256	5.23	0.79	4.57
113	convnext_femto_ols	224	21072.2	12.14	256	5.23	0.82	4.87
114	repghostnet_130	224	21064.38	12.144	256	5.48	0.25	5.24
115	mobilenet_edgetpu_100	224	21052.52	12.151	256	4.09	1.0	5.75
116	pit_xs_224	224	20835.05	12.278	256	10.62	1.4	7.71
117	efficientformerv2_s0	224	20726.97	12.342	256	3.6	0.41	5.3
118	ese_vovnet19b_slim_dw	224	20707.54	12.354	256	1.9	0.4	5.28
119	pit_xs_distilled_224	224	20528.33	12.461	256	11.0	1.41	7.76
120	regnety_008_tv	224	20329.15	12.583	256	6.43	0.84	5.42
121	fbnetc_100	224	20140.52	12.702	256	5.57	0.4	6.51
122	vit_xsmall_patch16_clip_224	224	19971.81	12.809	256	8.28	1.79	6.65
123	tf_efficientnetv2_b1	192	19947.06	12.825	256	8.14	0.76	4.59
124	levit_256d	224	19733.29	12.964	256	26.21	1.4	4.93
125	semnasnet_100	224	19697.19	12.988	256	3.89	0.32	6.23
126	ese_vovnet19b_slim	224	19687.27	12.994	256	3.17	1.69	3.52
127	ghostnet_130	224	19375.99	13.203	256	7.36	0.24	4.6
128	regnetx_006	224	19266.74	13.277	256	6.2	0.61	3.98
129	mobilenetv2_100	224	18995.91	13.468	256	3.5	0.31	6.68
130	tinynet_b	188	18989.86	13.472	256	3.73	0.21	4.44
131	hrnet_w18_small	224	18828.83	13.587	256	13.19	1.61	5.72
132	repghostnet_150	224	18415.28	13.892	256	6.58	0.32	6.0
133	efficientnet_lite0	224	17985.67	14.225	256	4.65	0.4	6.74
134	skresnet18	224	17812.46	14.363	256	11.96	1.82	3.24
135	resnetblur18	224	17704.62	14.451	256	11.69	2.34	3.39
136	tf_efficientnet_lite0	224	17685.01	14.466	256	4.65	0.4	6.74
137	gmlp_ti16_224	224	17642.28	14.501	256	5.87	1.34	7.55
138	mobilevit_xxs	256	17607.31	14.53	256	1.27	0.42	8.34
139	edgenext_x_small	256	17443.49	14.667	256	2.34	0.54	5.93
140	resnet14t	224	17428.63	14.68	256	10.08	1.69	5.8
141	hardcorenas_e	224	17401.15	14.702	256	8.07	0.35	5.65
142	tf_efficientnetv2_b0	224	17323.92	14.768	256	7.14	0.73	4.77
143	mobilenetv4_hybrid_medium	224	17322.11	14.769	256	11.07	0.98	6.84
144	repvit_m1	224	17266.08	14.817	256	5.49	0.83	7.45
145	pvt_v2_b0	224	17238.77	14.841	256	3.67	0.57	7.99
146	xcit_tiny_12_p16_224	224	17236.25	14.843	256	6.72	1.24	6.29
147	mobilenetv1_125	224	17195.51	14.879	256	6.27	0.89	6.3
148	hardcorenas_f	224	17171.48	14.9	256	8.2	0.35	5.57
149	hgnetv2_b2	224	17062.45	14.995	256	11.22	1.15	4.12
150	repvgg_a1	224	17061.07	14.996	256	14.09	2.64	4.74
151	nf_regnet_b0	256	16940.55	15.102	256	8.76	0.64	5.58
152	mobilenetv1_100	256	16680.51	15.338	256	4.23	0.76	6.59
153	mobilenetv1_100h	256	16453.67	15.55	256	5.28	0.82	6.65
154	resnet50	160	16423.72	15.578	256	25.56	2.1	5.67
155	repvit_m0_9	224	16304.29	15.692	256	5.49	0.83	7.45
156	hgnetv2_b1	288	16122.96	15.869	256	6.34	0.82	4.51
157	mobilenetv4_conv_medium	256	16108.18	15.883	256	9.72	1.1	7.58
158	crossvit_tiny_240	240	16046.42	15.945	256	7.01	1.57	9.08
159	convnext_pico	224	16034.63	15.957	256	9.05	1.37	6.1
160	convnext_atto	288	15915.6	16.076	256	3.7	0.91	6.3
161	gernet_m	224	15764.43	16.23	256	21.14	3.02	5.24
162	vit_betwixt_patch32_clip_224	224	15727.09	16.268	256	61.41	3.09	4.17
163	efficientvit_b1	224	15699.71	16.296	256	9.1	0.53	7.25
164	resnet18	288	15598.12	16.402	256	11.69	3.01	4.11
165	crossvit_9_240	240	15301.84	16.72	256	8.55	1.85	9.52
166	resnet50d	160	15291.83	16.732	256	25.58	2.22	6.08
167	resnet34	224	15291.59	16.732	256	21.8	3.67	3.74
168	convnext_pico_ols	224	15194.28	16.84	256	9.06	1.43	6.5
169	tinynet_a	192	15162.99	16.873	256	6.19	0.35	5.41
170	mobilenet_edgetpu_v2_s	224	15100.58	16.944	256	5.99	1.21	6.6
171	mnasnet_140	224	15010.98	17.045	256	7.12	0.6	7.71
172	convnextv2_pico	224	14927.0	17.141	256	9.07	1.37	6.1
173	levit_conv_384	224	14906.88	17.164	256	39.13	2.36	6.26
174	convnext_atto_ols	288	14901.48	17.17	256	3.7	0.96	6.8
175	fbnetv3_b	224	14619.25	17.502	256	8.6	0.42	6.97
176	convnextv2_atto	288	14583.28	17.546	256	3.71	0.91	6.3
177	regnetz_005	224	14395.17	17.774	256	7.12	0.52	5.86
178	mobilenetv4_conv_blur_medium	224	14300.06	17.893	256	9.72	1.22	8.58
179	seresnet18	288	14286.39	17.91	256	11.78	3.01	4.11
180	efficientformerv2_s1	224	14252.25	17.953	256	6.19	0.67	7.66
181	seresnet34	224	14239.31	17.969	256	21.96	3.67	3.74
182	mobilevitv2_050	256	14216.39	17.998	256	1.37	0.48	8.04
183	legacy_seresnet34	224	14186.47	18.036	256	21.96	3.67	3.74
184	mobilenetv2_110d	224	14184.27	18.039	256	4.52	0.45	8.71
185	crossvit_9_dagger_240	240	14117.97	18.123	256	8.78	1.99	9.97
186	efficientformer_l1	224	14110.06	18.133	256	12.29	1.3	5.53
187	rexnetr_100	224	14090.03	18.159	256	4.88	0.43	7.72
188	cs3darknet_focus_m	256	14044.33	18.219	256	9.3	1.98	4.89
189	resnet34d	224	13891.67	18.42	256	21.82	3.91	4.54
190	eva02_tiny_patch14_224	224	13809.61	18.529	256	5.5	1.7	9.14
191	tf_efficientnetv2_b2	208	13703.38	18.673	256	10.1	1.06	6.0
192	resnext50_32x4d	160	13655.32	18.739	256	25.03	2.17	7.35
193	vit_tiny_r_s16_p8_384	384	13521.23	18.924	256	6.36	1.34	6.49
194	dla34	224	13514.0	18.934	256	15.74	3.07	5.02
195	cs3darknet_m	256	13508.36	18.942	256	9.31	2.08	5.28
196	repghostnet_200	224	13466.37	19.001	256	9.8	0.54	7.96
197	selecsls42	224	13463.14	19.006	256	30.35	2.94	4.62
198	rexnet_100	224	13432.99	19.048	256	4.8	0.41	7.44
199	ghostnetv2_100	224	13426.18	19.057	256	6.16	0.18	4.55
200	selecsls42b	224	13399.31	19.096	256	32.46	2.98	4.62
201	resnet18d	288	13378.17	19.127	256	11.71	3.41	5.43
202	seresnet50	160	13373.47	19.133	256	28.09	2.1	5.69
203	repvgg_b0	224	13287.11	19.257	256	15.82	3.41	6.15
204	hgnetv2_b3	224	13275.88	19.274	256	16.29	1.78	5.07
205	resnet26	224	13255.66	19.304	256	16.0	2.36	7.35
206	convnext_femto	288	13199.45	19.386	256	5.22	1.3	7.56
207	edgenext_x_small	288	13195.3	19.392	256	2.34	0.68	7.5
208	resnet50	176	13189.38	19.401	256	25.56	2.62	6.92
209	nf_regnet_b2	240	13112.1	19.515	256	14.31	0.97	7.23
210	repvit_m1_0	224	13097.62	19.537	256	7.3	1.13	8.69
211	levit_384	224	13010.17	19.668	256	39.13	2.36	6.26
212	mobilenetv4_hybrid_medium	256	12899.45	19.837	256	11.07	1.29	9.01
213	mobilenetv1_125	256	12862.06	19.894	256	6.27	1.16	8.23
214	ecaresnet50t	160	12731.21	20.1	256	25.57	2.21	6.04
215	semnasnet_140	224	12618.94	20.277	256	6.11	0.6	8.87
216	nf_regnet_b1	256	12525.77	20.429	256	10.22	0.82	7.27
217	repvit_m2	224	12475.42	20.511	256	8.8	1.36	9.43
218	resnetrs50	160	12428.45	20.588	256	35.69	2.29	6.2
219	convnext_femto_ols	288	12403.21	20.631	256	5.23	1.35	8.06
220	gmixer_12_224	224	12369.96	20.686	256	12.7	2.67	7.26
221	mobilenetv2_140	224	12263.51	20.865	256	6.11	0.6	9.57
222	pit_s_distilled_224	224	12210.42	20.957	256	24.04	2.9	11.64
223	resnetaa34d	224	12190.8	20.991	256	21.82	4.43	5.07
224	convnextv2_femto	288	12161.51	21.041	256	5.23	1.3	7.56
225	fbnetv3_d	224	12090.69	21.164	256	10.31	0.52	8.5
226	nf_resnet26	224	12044.22	21.246	256	16.0	2.41	7.35
227	visformer_tiny	224	11983.41	21.354	256	10.32	1.27	5.72
228	poolformerv2_s12	224	11968.43	21.381	256	11.89	1.83	5.53
229	pit_s_224	224	11936.79	21.437	256	23.46	2.88	11.56
230	efficientnet_es_pruned	224	11927.45	21.454	256	5.44	1.81	8.73
231	vit_base_patch32_224	224	11925.14	21.458	256	88.22	4.41	5.01
232	efficientnet_es	224	11898.4	21.507	256	5.44	1.81	8.73
233	vit_base_patch32_clip_224	224	11887.61	21.526	256	88.22	4.41	5.01
234	vit_base_patch32_clip_quickgelu_224	224	11884.79	21.532	256	87.85	4.41	5.01
235	efficientnet_lite1	240	11883.98	21.533	256	5.42	0.62	10.14
236	tiny_vit_5m_224	224	11858.98	21.578	256	12.08	1.28	11.25
237	selecsls60	224	11842.43	21.608	256	30.67	3.59	5.52
238	tf_efficientnet_es	224	11819.88	21.649	256	5.44	1.81	8.73
239	ese_vovnet19b_dw	224	11813.91	21.66	256	6.54	1.34	8.25
240	repvit_m1_1	224	11786.2	21.711	256	8.8	1.36	9.43
241	selecsls60b	224	11784.48	21.714	256	32.77	3.63	5.52
242	resnet26d	224	11759.24	21.761	256	16.01	2.6	8.15
243	tf_efficientnet_lite1	240	11696.2	21.877	256	5.42	0.62	10.14
244	efficientnet_b0	224	11670.69	21.926	256	5.29	0.4	6.75
245	efficientvit_b1	256	11622.24	22.018	256	9.1	0.69	9.46
246	mobilenet_edgetpu_v2_m	224	11435.95	22.377	256	8.46	1.85	8.15
247	hgnetv2_b4	224	11396.46	22.454	256	19.8	2.75	6.7
248	resmlp_12_224	224	11392.33	22.463	256	15.35	3.01	5.5
249	darknet17	256	11376.06	22.495	256	14.3	3.26	7.18
250	nf_ecaresnet26	224	11300.75	22.644	256	16.0	2.41	7.36
251	nf_seresnet26	224	11261.33	22.724	256	17.4	2.41	7.36
252	convnext_nano	224	11259.0	22.727	256	15.59	2.46	8.37
253	vit_small_patch32_384	384	11156.92	22.936	256	22.92	3.45	8.25
254	efficientnet_b1_pruned	240	11085.12	23.084	256	6.33	0.4	6.21
255	resnext50_32x4d	176	11026.93	23.206	256	25.03	2.71	8.97
256	tf_efficientnetv2_b1	240	11002.33	23.259	256	8.14	1.21	7.34
257	dla46x_c	224	10979.44	23.307	256	1.07	0.54	5.66
258	mobilenetv4_conv_aa_medium	256	10961.85	23.344	256	9.72	1.58	10.3
259	cs3darknet_focus_m	288	10880.75	23.519	256	9.3	2.51	6.19
260	mixer_s16_224	224	10874.1	23.533	256	18.53	3.79	5.97
261	edgenext_small	256	10831.26	23.626	256	5.59	1.26	9.07
262	dla60x_c	224	10780.61	23.737	256	1.32	0.59	6.01
263	mobilenetv4_conv_blur_medium	256	10753.26	23.797	256	9.72	1.59	11.2
264	mixer_b32_224	224	10749.19	23.807	256	60.29	3.24	6.29
265	resnetblur18	288	10709.95	23.894	256	11.69	3.87	5.6
266	rexnetr_130	224	10680.75	23.959	256	7.61	0.68	9.81
267	poolformer_s12	224	10614.31	24.108	256	11.92	1.82	5.53
268	cs3darknet_m	288	10519.8	24.326	256	9.31	2.63	6.69
269	fbnetv3_b	256	10482.22	24.413	256	8.6	0.55	9.1
270	resnet101	160	10466.64	24.45	256	44.55	4.0	8.28
271	skresnet34	224	10457.92	24.469	256	22.28	3.67	5.13
272	convnextv2_nano	224	10414.74	24.572	256	15.62	2.46	8.37
273	darknet21	256	10326.92	24.78	256	20.86	3.93	7.47
274	ghostnetv2_130	224	10285.16	24.881	256	8.96	0.28	5.9
275	gernet_l	256	10282.94	24.887	256	31.08	4.57	8.0
276	hgnetv2_b2	288	10247.93	24.971	256	11.22	1.89	6.8
277	mobilenetv2_120d	224	10245.9	24.977	256	5.83	0.69	11.97
278	convnext_nano_ols	224	10137.55	25.244	256	15.65	2.65	9.38
279	dpn48b	224	10002.5	25.584	256	9.13	1.69	8.92
280	nf_regnet_b2	272	9981.6	25.638	256	14.31	1.22	9.27
281	ecaresnet50d_pruned	224	9963.17	25.685	256	19.94	2.53	6.43
282	mobilenetv4_conv_medium	320	9962.23	25.687	256	9.72	1.71	11.84
283	mobileone_s1	224	9945.03	25.732	256	4.83	0.86	9.67
284	mobilenet_edgetpu_v2_l	224	9929.94	25.772	256	10.92	2.55	9.05
285	efficientnet_b0_gn	224	9920.37	25.796	256	5.29	0.42	6.75
286	tiny_vit_11m_224	224	9911.24	25.819	256	20.35	2.04	13.49
287	convnext_pico	288	9741.71	26.27	256	9.05	2.27	10.08
288	resnext26ts	256	9713.54	26.346	256	10.3	2.43	10.52
289	nf_regnet_b1	288	9675.15	26.45	256	10.22	1.02	9.2
290	vit_small_patch16_224	224	9665.97	26.475	256	22.05	4.61	11.95
291	repvgg_a2	224	9665.68	26.476	256	28.21	5.7	6.26
292	deit_small_patch16_224	224	9661.41	26.487	256	22.05	4.61	11.95
293	deit3_small_patch16_224	224	9645.46	26.532	256	22.06	4.61	11.95
294	tf_efficientnet_b0	224	9637.3	26.554	256	5.29	0.4	6.75
295	tf_mixnet_s	224	9581.92	26.707	256	4.13	0.25	6.25
296	rexnet_130	224	9568.98	26.744	256	7.56	0.68	9.71
297	deit_small_distilled_patch16_224	224	9556.61	26.778	256	22.44	4.63	12.02
298	vit_wee_patch16_reg1_gap_256	256	9553.41	26.788	256	13.42	3.83	13.9
299	xcit_tiny_24_p16_224	224	9465.47	27.036	256	12.12	2.34	11.82
300	mixnet_s	224	9398.83	27.228	256	4.13	0.25	6.25
301	vit_relpos_small_patch16_224	224	9365.71	27.325	256	21.98	4.59	13.05
302	vit_srelpos_small_patch16_224	224	9347.26	27.377	256	21.97	4.59	12.16
303	gc_efficientnetv2_rw_t	224	9344.17	27.386	256	13.68	1.94	9.97
304	vit_pwee_patch16_reg1_gap_256	256	9263.81	27.625	256	15.25	4.37	15.87
305	rexnetr_150	224	9243.8	27.684	256	9.78	0.89	11.13
306	hrnet_w18_small_v2	224	9242.43	27.688	256	15.6	2.62	9.65
307	vit_base_patch32_clip_256	256	9241.91	27.69	256	87.86	5.76	6.65
308	convnext_pico_ols	288	9219.94	27.757	256	9.06	2.37	10.74
309	mobilevitv2_075	256	9169.72	27.908	256	2.87	1.05	12.06
310	resnet26t	256	9168.78	27.912	256	16.01	3.35	10.52
311	resnet34	288	9144.8	27.985	256	21.8	6.07	6.18
312	gcresnext26ts	256	9136.94	28.009	256	10.48	2.43	10.53
313	legacy_seresnext26_32x4d	224	9127.31	28.037	256	16.79	2.49	9.39
314	efficientformerv2_s2	224	9079.95	28.184	256	12.71	1.27	11.77
315	regnetx_016	224	9048.99	28.281	256	9.19	1.62	7.93
316	sedarknet21	256	9044.06	28.297	256	20.95	3.93	7.47
317	mobilenetv4_hybrid_large_075	256	9021.75	28.366	256	22.75	2.06	11.64
318	convnextv2_pico	288	8940.75	28.624	256	9.07	2.27	10.08
319	mobilenetv4_conv_large	256	8935.42	28.64	256	32.59	2.86	12.14
320	efficientnet_lite2	260	8893.65	28.775	256	6.09	0.89	12.9
321	efficientvit_b1	288	8878.52	28.825	256	9.1	0.87	11.96
322	dpn68	224	8840.27	28.949	256	12.61	2.35	10.47
323	regnety_016	224	8805.36	29.063	256	11.2	1.63	8.04
324	tf_efficientnet_lite2	260	8796.92	29.092	256	6.09	0.89	12.9
325	hgnet_tiny	224	8776.27	29.161	256	14.74	4.54	6.36
326	seresnext26ts	256	8763.95	29.202	256	10.39	2.43	10.52
327	eca_resnext26ts	256	8762.16	29.207	256	10.3	2.43	10.52
328	vit_relpos_small_patch16_rpn_224	224	8724.84	29.332	256	21.97	4.59	13.05
329	fbnetv3_d	256	8723.73	29.335	256	10.31	0.68	11.1
330	vit_small_r26_s32_224	224	8684.28	29.469	256	36.43	3.56	9.85
331	efficientnet_b0	256	8654.63	29.57	256	5.29	0.52	8.81
332	mobilenet_edgetpu_v2_m	256	8614.85	29.707	256	8.46	2.42	10.65
333	botnet26t_256	256	8607.7	29.728	256	12.49	3.32	11.98
334	halonet26t	256	8583.89	29.814	256	12.48	3.19	11.69
335	efficientnet_blur_b0	224	8559.05	29.9	256	5.29	0.43	8.72
336	resnest14d	224	8557.7	29.905	256	10.61	2.76	7.33
337	edgenext_small_rw	256	8555.55	29.913	256	7.83	1.58	9.51
338	flexivit_small	240	8505.35	30.09	256	22.06	5.35	14.18
339	ecaresnext50t_32x4d	224	8481.39	30.175	256	15.41	2.7	10.09
340	ecaresnext26t_32x4d	224	8479.72	30.18	256	15.41	2.7	10.09
341	seresnext26t_32x4d	224	8460.91	30.245	256	16.81	2.7	10.09
342	dpn68b	224	8448.18	30.292	256	12.61	2.35	10.47
343	seresnet34	288	8419.97	30.395	256	21.96	6.07	6.18
344	efficientnet_b0_g16_evos	224	8418.52	30.399	256	8.11	1.01	7.42
345	ecaresnet101d_pruned	224	8411.86	30.422	256	24.88	3.48	7.69
346	resnet101	176	8404.43	30.451	256	44.55	4.92	10.08
347	seresnext26d_32x4d	224	8398.85	30.471	256	16.81	2.73	10.19
348	resnet34d	288	8385.33	30.521	256	21.82	6.47	7.51
349	rexnet_150	224	8361.13	30.608	256	9.73	0.9	11.21
350	efficientnetv2_rw_t	224	8343.87	30.671	256	13.65	1.93	9.94
351	repvit_m3	224	8338.0	30.693	256	10.68	1.89	13.94
352	pvt_v2_b1	224	8309.51	30.799	256	14.01	2.12	15.39
353	convit_tiny	224	8301.19	30.83	256	5.71	1.26	7.94
354	ecaresnetlight	224	8286.53	30.885	256	30.16	4.11	8.42
355	eca_nfnet_l0	224	8268.29	30.953	256	24.14	4.35	10.47
356	xcit_nano_12_p16_384	384	8253.59	31.007	256	3.05	1.64	12.15
357	resnet50	224	8237.46	31.069	256	25.56	4.11	11.11
358	nfnet_l0	224	8226.21	31.11	256	35.07	4.36	10.47
359	cs3darknet_focus_l	256	8211.8	31.166	256	21.15	4.66	8.03
360	tresnet_m	224	8210.79	31.169	256	31.39	5.75	7.31
361	mobileone_s2	224	8190.43	31.246	256	7.88	1.34	11.55
362	coatnext_nano_rw_224	224	8142.29	31.431	256	14.7	2.47	12.8
363	regnetz_005	288	8113.29	31.543	256	7.12	0.86	9.68
364	efficientnet_b1	224	8096.89	31.607	256	7.79	0.59	9.36
365	eca_botnext26ts_256	256	8088.97	31.637	256	10.59	2.46	11.6
366	mobileone_s0	224	8070.39	31.71	256	5.29	1.09	15.48
367	dla60	224	8036.02	31.847	256	22.04	4.26	10.16
368	ghostnetv2_160	224	8032.91	31.859	256	12.39	0.42	7.23
369	resnet26	288	8028.16	31.879	256	16.0	3.9	12.15
370	hgnetv2_b3	288	7993.28	32.017	256	16.29	2.94	8.38
371	resnet32ts	256	7987.07	32.043	256	17.96	4.63	11.58
372	eca_halonext26ts	256	7959.44	32.153	256	10.76	2.44	11.46
373	cs3darknet_l	256	7898.11	32.403	256	21.16	4.86	8.55
374	resnet33ts	256	7888.41	32.444	256	19.68	4.76	11.66
375	resnet50c	224	7858.28	32.567	256	25.58	4.35	11.92
376	fastvit_t8	256	7845.11	32.622	256	4.03	0.7	8.63
377	mobilenetv3_large_150d	256	7830.3	32.683	256	14.62	1.03	12.35
378	efficientnet_b0_g8_gn	224	7820.23	32.725	256	6.56	0.66	6.75
379	vit_small_resnet26d_224	224	7754.96	33.002	256	63.61	5.07	11.12
380	lambda_resnet26t	256	7725.02	33.129	256	10.96	3.02	11.87
381	coat_lite_tiny	224	7696.35	33.252	256	5.72	1.6	11.65
382	resnet50t	224	7687.2	33.293	256	25.57	4.32	11.82
383	levit_conv_512	224	7679.59	33.326	256	95.17	5.64	10.22
384	mobilevit_xs	256	7674.3	33.348	256	2.32	1.05	16.33
385	resnext26ts	288	7671.02	33.363	256	10.3	3.07	13.31
386	tf_efficientnetv2_b2	260	7642.74	33.487	256	10.1	1.72	9.84
387	resnet50d	224	7639.23	33.502	256	25.58	4.35	11.92
388	mobilenetv4_hybrid_medium	320	7554.53	33.877	256	11.07	2.05	14.36
389	ecaresnet26t	256	7544.42	33.923	256	16.01	3.35	10.53
390	efficientnet_cc_b0_8e	224	7516.53	34.049	256	24.01	0.42	9.42
391	nf_regnet_b3	288	7509.89	34.079	256	18.59	1.67	11.84
392	efficientnet_cc_b0_4e	224	7508.02	34.087	256	13.31	0.41	9.42
393	gmlp_s16_224	224	7502.53	34.112	256	19.42	4.42	15.1
394	resnetv2_50	224	7495.78	34.144	256	25.55	4.11	11.11
395	vit_tiny_patch16_384	384	7452.45	34.342	256	5.79	4.7	25.39
396	vovnet39a	224	7432.2	34.436	256	22.6	7.09	6.73
397	gcresnet33ts	256	7420.0	34.491	256	19.88	4.76	11.68
398	tf_efficientnetv2_b3	240	7371.52	34.718	256	14.36	1.93	9.95
399	wide_resnet50_2	176	7362.71	34.761	256	68.88	7.29	8.97
400	resnet152	160	7349.12	34.825	256	60.19	5.9	11.51
401	resnetaa34d	288	7340.2	34.867	256	21.82	7.33	8.38
402	selecsls84	224	7334.1	34.895	256	50.95	5.9	7.57
403	resnetaa50	224	7291.3	35.101	256	25.56	5.15	11.64
404	efficientnet_em	240	7258.93	35.257	256	6.9	3.04	14.34
405	levit_conv_512d	224	7214.89	35.472	256	92.5	5.85	11.3
406	tf_efficientnet_em	240	7200.67	35.543	256	6.9	3.04	14.34
407	gcresnext26ts	288	7186.05	35.614	256	10.48	3.07	13.33
408	vit_base_patch32_plus_256	256	7183.84	35.627	256	119.48	7.79	7.76
409	res2net50_48w_2s	224	7183.73	35.627	256	25.29	4.18	11.72
410	coat_lite_mini	224	7158.54	35.75	256	11.01	2.0	12.25
411	resnet26d	288	7151.59	35.787	256	16.01	4.29	13.48
412	efficientvit_b2	224	7108.81	36.002	256	24.33	1.6	14.62
413	repvit_m1_5	224	7103.0	36.031	256	14.64	2.31	15.7
414	ese_vovnet19b_dw	288	7097.11	36.062	256	6.54	2.22	13.63
415	resnet50_gn	224	7077.2	36.163	256	25.56	4.14	11.11
416	eca_resnet33ts	256	7061.62	36.243	256	19.68	4.76	11.66
417	resnetv2_50t	224	7051.5	36.295	256	25.57	4.32	11.82
418	seresnet33ts	256	7046.47	36.321	256	19.78	4.76	11.66
419	eca_vovnet39b	224	7017.69	36.47	256	22.6	7.09	6.74
420	resnetv2_50d	224	7006.58	36.528	256	25.57	4.35	11.92
421	crossvit_small_240	240	6948.36	36.834	256	26.86	5.63	18.17
422	inception_v3	299	6933.82	36.911	256	23.83	5.73	8.97
423	levit_512	224	6931.73	36.922	256	95.17	5.64	10.22
424	seresnext26ts	288	6920.44	36.982	256	10.39	3.07	13.32
425	eca_resnext26ts	288	6919.11	36.989	256	10.3	3.07	13.32
426	nf_ecaresnet50	224	6916.89	37.001	256	25.56	4.21	11.13
427	resnetblur50	224	6906.06	37.06	256	25.56	5.16	12.02
428	ese_vovnet39b	224	6897.07	37.107	256	24.57	7.09	6.74
429	hgnetv2_b4	288	6892.16	37.134	256	19.8	4.54	11.08
430	nf_seresnet50	224	6872.82	37.239	256	28.09	4.21	11.13
431	vgg11_bn	224	6872.74	37.239	256	132.87	7.62	7.44
432	vgg11	224	6868.96	37.26	256	132.86	7.61	7.44
433	resnext50_32x4d	224	6858.21	37.319	256	25.03	4.26	14.4
434	resnetaa50d	224	6834.01	37.45	256	25.58	5.39	12.44
435	sam2_hiera_tiny	224	6819.52	37.53	256	26.85	4.91	17.12
436	legacy_seresnet50	224	6808.13	37.592	256	28.09	3.88	10.6
437	resnet50_clip_gap	224	6805.83	37.606	256	23.53	5.39	12.44
438	convnext_nano	288	6796.73	37.655	256	15.59	4.06	13.84
439	dla60x	224	6789.78	37.695	256	17.35	3.54	13.8
440	efficientnet_b1	240	6787.57	37.706	256	7.79	0.71	10.88
441	mobileone_s3	224	6778.3	37.757	256	10.17	1.94	13.85
442	edgenext_small	320	6777.59	37.762	256	5.59	1.97	14.16
443	mobilevitv2_100	256	6775.09	37.776	256	4.9	1.84	16.08
444	convnext_tiny_hnf	224	6762.18	37.848	256	28.59	4.47	13.44
445	xcit_small_12_p16_224	224	6719.89	38.086	256	26.25	4.82	12.58
446	inception_next_tiny	224	6716.71	38.104	256	28.06	4.19	11.98
447	convnext_tiny	224	6713.74	38.121	256	28.59	4.47	13.44
448	twins_svt_small	224	6712.42	38.129	256	24.06	2.94	13.75
449	resnet50s	224	6700.52	38.196	256	25.68	5.47	13.52
450	vit_little_patch16_reg1_gap_256	256	6683.54	38.293	256	22.52	6.27	18.06
451	vit_relpos_base_patch32_plus_rpn_256	256	6635.1	38.573	256	119.42	7.68	8.01
452	ese_vovnet39b_evos	224	6627.24	38.618	256	24.58	7.07	6.74
453	vit_little_patch16_reg4_gap_256	256	6624.29	38.636	256	22.52	6.35	18.33
454	skresnet50	224	6610.42	38.716	256	25.8	4.11	12.5
455	rexnetr_200	224	6609.18	38.725	256	16.52	1.59	15.11
456	cs3sedarknet_l	256	6604.77	38.75	256	21.91	4.86	8.56
457	regnetz_b16_evos	224	6598.52	38.787	256	9.74	1.43	9.95
458	efficientnet_b2_pruned	260	6597.68	38.791	256	8.31	0.73	9.13
459	levit_512d	224	6590.97	38.832	256	92.5	5.85	11.3
460	crossvit_15_240	240	6583.92	38.873	256	27.53	5.81	19.77
461	densenet121	224	6580.95	38.89	256	7.98	2.87	6.9
462	tf_efficientnet_cc_b0_4e	224	6574.97	38.926	256	13.31	0.41	9.42
463	tf_efficientnet_cc_b0_8e	224	6564.08	38.99	256	24.01	0.42	9.42
464	seresnet50	224	6510.44	39.312	256	28.09	4.11	11.13
465	regnetz_b16	224	6497.98	39.386	256	9.72	1.45	9.95
466	resnetblur50d	224	6469.2	39.563	256	25.58	5.4	12.82
467	regnetx_032	224	6433.96	39.779	256	15.3	3.2	11.37
468	resnext50d_32x4d	224	6433.36	39.782	256	25.05	4.5	15.2
469	cspresnet50	256	6423.77	39.843	256	21.62	4.54	11.5
470	haloregnetz_b	224	6420.84	39.86	256	11.68	1.97	11.94
471	convformer_s18	224	6401.93	39.977	256	26.77	3.96	15.82
472	gmixer_24_224	224	6397.38	40.007	256	24.72	5.28	14.45
473	resnest26d	224	6382.9	40.098	256	17.07	3.64	9.97
474	caformer_s18	224	6357.61	40.255	256	26.34	4.13	19.39
475	resnet50_clip	224	6340.6	40.365	256	38.32	6.14	12.98
476	hgnetv2_b5	224	6336.07	40.393	256	39.57	6.56	11.19
477	tf_mixnet_m	224	6323.56	40.473	256	5.01	0.36	8.19
478	cs3darknet_focus_l	288	6307.83	40.575	256	21.15	5.9	10.16
479	repvgg_b1g4	224	6303.26	40.604	256	39.97	8.15	10.64
480	vit_medium_patch16_clip_224	224	6298.39	40.635	256	38.59	8.0	15.93
481	resnet32ts	288	6297.13	40.644	256	17.96	5.86	14.65
482	deit3_medium_patch16_224	224	6292.44	40.675	256	38.85	8.0	15.93
483	mixnet_m	224	6274.65	40.789	256	5.01	0.36	8.19
484	convnextv2_tiny	224	6265.42	40.849	256	28.64	4.47	13.44
485	convnextv2_nano	288	6252.04	40.936	256	15.62	4.06	13.84
486	efficientformer_l3	224	6248.87	40.958	256	31.41	3.93	12.01
487	coatnet_pico_rw_224	224	6223.54	41.125	256	10.85	2.05	14.62
488	resnet33ts	288	6212.45	41.198	256	19.68	6.02	14.75
489	vit_base_resnet26d_224	224	6210.89	41.208	256	101.4	6.97	13.16
490	skresnet50d	224	6206.47	41.238	256	25.82	4.36	13.31
491	tiny_vit_21m_224	224	6202.51	41.264	256	33.22	4.29	20.08
492	ecaresnet50t	224	6182.25	41.4	256	25.57	4.32	11.83
493	rexnet_200	224	6181.08	41.407	256	16.37	1.56	14.91
494	vit_relpos_medium_patch16_224	224	6168.22	41.493	256	38.75	7.97	17.02
495	poolformerv2_s24	224	6162.46	41.532	256	21.34	3.42	10.68
496	seresnet50t	224	6161.79	41.537	256	28.1	4.32	11.83
497	sehalonet33ts	256	6154.72	41.584	256	13.69	3.55	14.7
498	ecaresnet50d	224	6146.92	41.638	256	25.58	4.35	11.93
499	vit_srelpos_medium_patch16_224	224	6143.0	41.665	256	38.74	7.96	16.21
500	cs3darknet_l	288	6142.02	41.67	256	21.16	6.16	10.83
501	crossvit_15_dagger_240	240	6130.99	41.745	256	28.21	6.13	20.43
502	vovnet57a	224	6130.59	41.749	256	36.64	8.95	7.52
503	cspresnet50d	256	6120.99	41.814	256	21.64	4.86	12.55
504	convnext_nano_ols	288	6113.65	41.864	256	15.65	4.38	15.5
505	cspresnet50w	256	6107.36	41.907	256	28.12	5.04	12.19
506	vit_relpos_medium_patch16_cls_224	224	6098.64	41.967	256	38.76	8.03	18.24
507	resnetrs50	224	6086.47	42.05	256	35.69	4.48	12.14
508	xcit_nano_12_p8_224	224	6075.31	42.129	256	3.05	2.16	15.71
509	gcresnext50ts	256	6060.87	42.228	256	15.67	3.75	15.46
510	fbnetv3_g	240	6057.83	42.25	256	16.62	1.28	14.87
511	densenetblur121d	224	6056.82	42.256	256	8.0	3.11	7.9
512	gcvit_xxtiny	224	6049.45	42.308	256	12.0	2.14	15.36
513	vit_base_r26_s32_224	224	6038.4	42.386	256	101.38	6.81	12.36
514	nf_regnet_b3	320	6032.74	42.424	256	18.59	2.05	14.61
515	efficientnet_b1	256	6002.08	42.642	256	7.79	0.77	12.22
516	mobilevit_s	256	5976.11	42.827	256	5.58	2.03	19.94
517	resnet152	176	5947.93	43.031	256	60.19	7.22	13.99
518	tf_efficientnet_b1	240	5946.3	43.042	256	7.79	0.71	10.88
519	res2next50	224	5944.69	43.054	256	24.67	4.2	13.71
520	res2net50_26w_4s	224	5895.46	43.412	256	25.7	4.28	12.61
521	resnet26t	320	5888.07	43.468	256	16.01	5.24	16.44
522	res2net50_14w_8s	224	5885.45	43.487	256	25.06	4.21	13.28
523	dla60_res2next	224	5850.87	43.744	256	17.03	3.49	13.17
524	resmlp_24_224	224	5846.3	43.778	256	30.02	5.96	10.91
525	twins_pcpvt_small	224	5845.62	43.784	256	24.11	3.83	18.08
526	dla60_res2net	224	5837.47	43.845	256	20.85	4.15	12.34
527	edgenext_base	256	5822.01	43.961	256	18.51	3.85	15.58
528	gcresnet33ts	288	5797.71	44.145	256	19.88	6.02	14.78
529	regnety_040	224	5793.29	44.179	256	20.65	4.0	12.29
530	eva02_tiny_patch14_336	336	5792.23	44.186	256	5.76	4.68	27.16
531	resnetv2_50x1_bit	224	5786.08	44.234	256	25.55	4.23	11.11
532	regnetv_040	224	5783.78	44.252	256	20.64	4.0	12.29
533	ecaresnet50d_pruned	288	5762.03	44.418	256	19.94	4.19	10.61
534	efficientvit_l1	224	5756.46	44.461	256	52.65	5.27	15.85
535	visformer_small	224	5750.7	44.507	256	40.22	4.88	11.43
536	eva02_small_patch14_224	224	5748.38	44.524	256	21.62	6.14	18.28
537	ese_vovnet57b	224	5743.03	44.566	256	38.61	8.95	7.52
538	hgnet_small	224	5739.36	44.595	256	24.36	8.53	8.79
539	gcresnet50t	256	5724.09	44.713	256	25.9	5.42	14.67
540	nf_resnet50	256	5711.71	44.81	256	25.56	5.46	14.52
541	resnet51q	256	5706.87	44.849	256	35.7	6.38	16.55
542	hiera_tiny_224	224	5685.03	45.021	256	27.91	4.91	17.13
543	efficientnet_b2	256	5683.07	45.037	256	9.11	0.89	12.81
544	seresnext50_32x4d	224	5625.84	45.495	256	27.56	4.26	14.42
545	legacy_seresnext50_32x4d	224	5623.19	45.516	256	27.56	4.26	14.42
546	sebotnet33ts_256	256	5614.57	45.585	256	13.7	3.89	17.46
547	seresnetaa50d	224	5601.18	45.695	256	28.11	5.4	12.46
548	res2net50d	224	5592.35	45.768	256	25.72	4.52	13.41
549	regnety_032	224	5575.12	45.908	256	19.44	3.2	11.26
550	eca_resnet33ts	288	5547.26	46.139	256	19.68	6.02	14.76
551	seresnet33ts	288	5546.78	46.143	256	19.78	6.02	14.76
552	mobilenetv4_conv_large	320	5543.63	46.169	256	32.59	4.47	18.97
553	focalnet_tiny_srf	224	5540.33	46.197	256	28.43	4.42	16.32
554	resnetv2_50d_frn	224	5526.17	46.316	256	25.59	4.33	11.92
555	coatnet_0_rw_224	224	5518.99	46.375	256	27.44	4.43	18.73
556	davit_tiny	224	5515.29	46.407	256	28.36	4.54	18.89
557	fastvit_t12	256	5513.86	46.418	256	7.55	1.42	12.42
558	vit_relpos_medium_patch16_rpn_224	224	5513.6	46.421	256	38.73	7.97	17.02
559	resnetrs101	192	5499.51	46.54	256	63.62	6.04	12.7
560	vit_medium_patch16_gap_240	240	5483.44	46.677	256	44.4	9.22	18.81
561	efficientformerv2_l	224	5466.54	46.819	256	26.32	2.59	18.54
562	regnetx_040	224	5462.75	46.854	256	22.12	3.99	12.2
563	resnetv2_50d_gn	224	5452.78	46.939	256	25.57	4.38	11.92
564	coatnet_nano_rw_224	224	5433.12	47.109	256	15.14	2.41	15.41
565	edgenext_small_rw	320	5425.79	47.173	256	7.83	2.46	14.85
566	resnetv2_50d_evos	224	5402.37	47.378	256	25.59	4.33	11.92
567	efficientvit_b2	256	5396.4	47.427	256	24.33	2.09	19.03
568	dla102	224	5369.84	47.664	256	33.27	7.19	14.18
569	cspresnext50	256	5358.14	47.768	256	20.57	4.05	15.86
570	hrnet_w18_ssld	224	5312.43	48.178	256	21.3	4.32	16.31
571	mobilevitv2_125	256	5304.51	48.251	256	7.48	2.86	20.1
572	gc_efficientnetv2_rw_t	288	5303.02	48.263	256	13.68	3.2	16.45
573	resnest50d_1s4x24d	224	5302.55	48.268	256	25.68	4.43	13.57
574	coatnet_nano_cc_224	224	5300.81	48.285	256	13.76	2.24	15.02
575	densenet169	224	5293.85	48.347	256	14.15	3.4	7.3
576	resnet61q	256	5274.43	48.526	256	36.85	7.8	17.01
577	darknet53	256	5272.3	48.545	256	41.61	9.31	12.39
578	hgnet_tiny	288	5268.94	48.578	256	14.74	7.51	10.51
579	lambda_resnet26rpt_256	256	5256.58	48.689	256	10.99	3.16	11.87
580	resnet50_mlp	256	5238.43	48.86	256	26.65	7.05	16.25
581	rdnet_tiny	224	5230.54	48.933	256	23.86	5.06	15.98
582	nextvit_small	224	5230.17	48.937	256	31.76	5.81	18.44
583	nfnet_f0	192	5229.68	48.94	256	71.49	7.21	10.16
584	efficientnet_b3_pruned	300	5219.72	49.033	256	9.86	1.04	11.86
585	cs3darknet_focus_x	256	5215.35	49.076	256	35.02	8.03	10.69
586	resnet101	224	5204.99	49.174	256	44.55	7.83	16.23
587	poolformer_s24	224	5178.8	49.423	256	21.39	3.41	10.68
588	dm_nfnet_f0	192	5176.64	49.442	256	71.49	7.21	10.16
589	fastvit_s12	256	5169.44	49.511	256	9.47	1.82	13.67
590	xcit_tiny_12_p16_384	384	5122.18	49.969	256	6.72	3.64	18.26
591	efficientnet_lite3	300	5121.62	49.975	256	8.2	1.65	21.85
592	fastvit_sa12	256	5118.51	50.004	256	11.58	1.96	14.03
593	focalnet_tiny_lrf	224	5112.56	50.063	256	28.65	4.49	17.76
594	seresnext26t_32x4d	288	5093.87	50.247	256	16.81	4.46	16.68
595	darknetaa53	256	5089.88	50.286	256	36.02	7.97	12.39
596	cs3sedarknet_l	288	5080.41	50.38	256	21.91	6.16	10.83
597	tf_efficientnet_lite3	300	5063.4	50.55	256	8.2	1.65	21.85
598	hrnet_w18	224	5061.86	50.564	256	21.3	4.32	16.31
599	seresnext26d_32x4d	288	5057.03	50.614	256	16.81	4.51	16.85
600	cs3darknet_x	256	5045.79	50.726	256	35.05	8.38	11.35
601	resnet101c	224	5044.49	50.739	256	44.57	8.08	17.04
602	swin_tiny_patch4_window7_224	224	5039.45	50.789	256	28.29	4.51	17.06
603	maxvit_pico_rw_256	256	4998.32	51.207	256	7.46	1.83	22.3
604	ecaresnetlight	288	4963.55	51.567	256	30.16	6.79	13.91
605	maxvit_rmlp_pico_rw_256	256	4963.22	51.568	256	7.52	1.85	24.86
606	eca_nfnet_l0	288	4962.52	51.577	256	24.14	7.12	17.29
607	resnet50	288	4962.25	51.58	256	25.56	6.8	18.37
608	resnet101d	224	4941.95	51.792	256	44.57	8.08	17.04
609	mobilenetv4_hybrid_medium	384	4939.03	51.822	256	11.07	3.01	21.18
610	mobileone_s4	224	4931.74	51.899	256	14.95	3.04	17.74
611	nfnet_l0	288	4931.09	51.906	256	35.07	7.13	17.29
612	skresnext50_32x4d	224	4919.18	52.031	256	27.48	4.5	17.18
613	vit_medium_patch16_gap_256	256	4903.6	52.197	256	38.86	10.59	22.15
614	coatnet_bn_0_rw_224	224	4887.13	52.371	256	27.44	4.67	22.04
615	dpn68b	288	4849.7	52.777	256	12.61	3.89	17.3
616	mobilenetv3_large_150d	320	4830.54	52.987	256	14.62	1.61	19.29
617	vit_base_resnet50d_224	224	4826.53	53.03	256	110.97	8.73	16.92
618	ecaresnet26t	320	4809.11	53.223	256	16.01	5.24	16.44
619	vgg13	224	4804.86	53.27	256	133.05	11.31	12.25
620	vgg13_bn	224	4801.12	53.312	256	133.05	11.33	12.25
621	repvgg_b1	224	4794.12	53.389	256	57.42	13.16	10.64
622	halonet50ts	256	4780.36	53.542	256	22.73	5.3	19.2
623	coatnet_rmlp_nano_rw_224	224	4765.2	53.712	256	15.15	2.62	20.34
624	gcresnext50ts	288	4747.63	53.91	256	15.67	4.75	19.57
625	lambda_resnet50ts	256	4746.66	53.923	256	21.54	5.07	17.48
626	swinv2_cr_tiny_224	224	4745.98	53.93	256	28.33	4.66	28.45
627	efficientnet_cc_b1_8e	240	4739.38	54.005	256	39.72	0.75	15.44
628	ecaresnet50t	256	4722.81	54.195	256	25.57	5.64	15.45
629	ecaresnet101d_pruned	288	4706.4	54.383	256	24.88	5.75	12.71
630	pvt_v2_b2	224	4697.71	54.485	256	25.36	4.05	27.53
631	efficientnetv2_rw_t	288	4690.17	54.572	256	13.65	3.19	16.42
632	efficientnet_b1	288	4690.13	54.573	256	7.79	0.97	15.46
633	swinv2_cr_tiny_ns_224	224	4689.94	54.575	256	28.33	4.66	28.45
634	vit_medium_patch16_reg1_gap_256	256	4686.95	54.609	256	38.88	10.63	22.26
635	gcvit_xtiny	224	4677.16	54.722	256	19.98	2.93	20.26
636	nf_resnet101	224	4669.02	54.819	256	44.55	8.01	16.23
637	regnety_040_sgn	224	4665.34	54.863	256	20.65	4.03	12.29
638	lamhalobotnet50ts_256	256	4659.1	54.936	256	22.57	5.02	18.44
639	vit_medium_patch16_reg4_gap_256	256	4651.05	55.032	256	38.88	10.76	22.6
640	resnet50t	288	4649.07	55.055	256	25.57	7.14	19.53
641	dla102x	224	4635.33	55.219	256	26.31	5.89	19.42
642	hiera_small_224	224	4619.55	55.408	256	35.01	6.42	20.75
643	resnet50d	288	4619.02	55.413	256	25.58	7.19	19.7
644	wide_resnet50_2	224	4612.63	55.49	256	68.88	11.43	14.4
645	resnetv2_101	224	4600.01	55.642	256	44.54	7.83	16.23
646	resnet101_clip_gap	224	4595.55	55.696	256	42.52	9.11	17.56
647	tf_efficientnet_b2	260	4594.48	55.709	256	9.11	1.02	13.83
648	resnetaa101d	224	4591.39	55.747	256	44.57	9.12	17.56
649	tf_mixnet_l	224	4570.85	55.997	256	7.33	0.58	10.84
650	efficientvit_l2	224	4564.31	56.076	256	63.71	6.97	19.58
651	tf_efficientnetv2_b3	300	4554.51	56.198	256	14.36	3.04	15.74
652	resnetv2_50	288	4548.51	56.273	256	25.55	6.79	18.37
653	mixnet_l	224	4545.22	56.312	256	7.33	0.58	10.84
654	resnet101s	224	4541.57	56.358	256	44.67	9.19	18.64
655	gcresnet50t	288	4540.87	56.364	256	25.9	6.86	18.57
656	mvitv2_tiny	224	4518.92	56.64	256	24.17	4.7	21.16
657	cait_xxs24_224	224	4502.7	56.839	256	11.96	2.53	20.29
658	resnet51q	288	4496.23	56.927	256	35.7	8.07	20.94
659	nf_resnet50	288	4484.43	57.077	256	25.56	6.88	18.37
660	resnest50d	224	4484.41	57.077	256	27.48	5.4	14.36
661	nf_regnet_b4	320	4455.95	57.441	256	30.21	3.29	19.88
662	crossvit_18_240	240	4445.99	57.569	256	43.27	9.05	26.26
663	resnetblur101d	224	4442.61	57.614	256	44.57	9.12	17.94
664	efficientnet_b2	288	4434.83	57.715	256	9.11	1.12	16.2
665	resnext101_32x4d	224	4430.11	57.776	256	44.18	8.01	21.23
666	halo2botnet50ts_256	256	4424.96	57.843	256	22.64	5.02	21.78
667	botnet50ts_256	256	4416.09	57.959	256	22.74	5.54	22.23
668	vitamin_small_224	224	4405.81	58.094	256	22.03	5.92	26.38
669	resnetv2_101d	224	4395.97	58.225	256	44.56	8.07	17.04
670	resnetaa50	288	4392.86	58.267	256	25.56	8.52	19.24
671	nf_ecaresnet101	224	4388.13	58.329	256	44.55	8.01	16.27
672	resnet101_clip	224	4373.65	58.522	256	56.26	9.81	18.08
673	nf_seresnet101	224	4356.81	58.747	256	49.33	8.02	16.27
674	hieradet_small	256	4349.43	58.848	256	34.72	8.51	27.76
675	mobilevitv2_150	256	4334.6	59.05	256	10.59	4.09	24.11
676	rexnetr_300	224	4324.73	59.184	256	34.81	3.39	22.16
677	tf_efficientnet_cc_b1_8e	240	4322.38	59.217	256	39.72	0.75	15.44
678	tresnet_v2_l	224	4301.4	59.505	256	46.17	8.85	16.34
679	swin_s3_tiny_224	224	4290.26	59.66	256	28.33	4.64	19.13
680	resnext101_32x8d	176	4284.27	59.743	256	88.79	10.33	19.37
681	res2net50_26w_6s	224	4277.02	59.844	256	37.05	6.33	15.28
682	ese_vovnet39b	288	4248.82	60.241	256	24.57	11.71	11.13
683	legacy_seresnet101	224	4227.93	60.54	256	49.33	7.61	15.74
684	resnet50_gn	288	4222.36	60.62	256	25.56	6.85	18.37
685	cs3sedarknet_x	256	4215.77	60.715	256	35.4	8.38	11.35
686	wide_resnet101_2	176	4209.79	60.801	256	126.89	14.31	13.18
687	fbnetv3_g	288	4208.81	60.814	256	16.62	1.77	21.09
688	crossvit_18_dagger_240	240	4205.84	60.858	256	44.27	9.5	27.03
689	maxxvit_rmlp_nano_rw_256	256	4202.69	60.903	256	16.78	4.37	26.05
690	vit_base_patch32_384	384	4178.56	61.256	256	88.3	13.06	16.5
691	vit_base_patch32_clip_384	384	4178.4	61.258	256	88.3	13.06	16.5
692	twins_pcpvt_base	224	4172.72	61.341	256	43.83	6.68	25.25
693	resnetblur50	288	4164.2	61.467	256	25.56	8.52	19.87
694	efficientvit_b2	288	4145.81	61.737	256	24.33	2.64	24.03
695	resnet61q	288	4130.49	61.968	256	36.85	9.87	21.52
696	darknet53	288	4124.09	62.065	256	41.61	11.78	15.68
697	resnext50_32x4d	288	4120.75	62.115	256	25.03	7.04	23.81
698	coatnet_rmlp_0_rw_224	224	4120.51	62.117	256	27.45	4.72	24.89
699	poolformerv2_s36	224	4120.18	62.123	256	30.79	5.01	15.82
700	resnetaa50d	288	4119.71	62.13	256	25.58	8.92	20.57
701	seresnet101	224	4119.53	62.132	256	49.33	7.84	16.27
702	cs3edgenet_x	256	4107.9	62.309	256	47.82	11.53	12.92
703	cspdarknet53	256	4106.02	62.337	256	27.64	6.57	16.81
704	volo_d1_224	224	4101.98	62.399	256	26.63	6.94	24.43
705	convnext_tiny_hnf	288	4094.49	62.513	256	28.59	7.39	22.21
706	convnext_tiny	288	4073.96	62.828	256	28.59	7.39	22.21
707	hrnet_w32	224	4056.25	63.101	256	41.23	8.97	22.02
708	regnetx_080	224	4050.3	63.196	256	39.57	8.02	14.06
709	nextvit_base	224	4038.08	63.385	256	44.82	8.29	23.71
710	pit_b_distilled_224	224	4034.42	63.444	256	74.79	12.5	33.07
711	pit_b_224	224	4022.18	63.637	256	73.76	12.42	32.94
712	fastvit_mci0	256	4004.83	63.911	256	11.41	2.42	18.29
713	convnext_small	224	3998.3	64.017	256	50.22	8.71	21.56
714	darknetaa53	288	3994.45	64.079	256	36.02	10.08	15.68
715	inception_next_small	224	3986.65	64.204	256	49.37	8.36	19.27
716	ecaresnet101d	224	3983.05	64.261	256	44.57	8.08	17.07
717	coat_lite_small	224	3969.68	64.477	256	19.84	3.96	22.09
718	regnetz_c16	256	3947.47	64.841	256	13.46	2.51	16.57
719	regnetx_064	224	3944.55	64.89	256	26.21	6.49	16.37
720	cs3sedarknet_xdw	256	3941.85	64.932	256	21.6	5.97	17.18
721	cs3darknet_x	288	3934.32	65.058	256	35.05	10.6	14.36
722	regnetz_b16	288	3931.2	65.11	256	9.72	2.39	16.43
723	rexnetr_200	288	3927.78	65.166	256	16.52	2.62	24.96
724	resnetblur50d	288	3921.99	65.263	256	25.58	8.92	21.19
725	resmlp_36_224	224	3921.81	65.266	256	44.69	8.91	16.33
726	pvt_v2_b2_li	224	3910.42	65.455	256	22.55	3.91	27.6
727	maxxvitv2_nano_rw_256	256	3888.05	65.832	256	23.7	6.26	23.05
728	resnext50d_32x4d	288	3885.38	65.879	256	25.05	7.44	25.13
729	vit_large_patch32_224	224	3882.7	65.923	256	305.51	15.39	13.3
730	seresnet50	288	3880.91	65.955	256	28.09	6.8	18.39
731	res2net101_26w_4s	224	3875.61	66.043	256	45.21	8.1	18.45
732	regnetz_c16_evos	256	3866.46	66.2	256	13.49	2.48	16.57
733	repvit_m2_3	224	3852.0	66.448	256	23.69	4.57	26.21
734	xcit_tiny_12_p8_224	224	3851.28	66.461	256	6.71	4.81	23.6
735	densenet121	288	3850.05	66.481	256	7.98	4.74	11.41
736	vgg16_bn	224	3843.29	66.6	256	138.37	15.5	13.56
737	resnet101d	256	3841.99	66.622	256	44.57	10.55	22.25
738	mixer_b16_224	224	3841.01	66.64	256	59.88	12.62	14.53
739	regnetz_b16_evos	288	3840.11	66.654	256	9.74	2.36	16.43
740	vgg16	224	3839.88	66.659	256	138.36	15.47	13.56
741	vit_medium_patch16_rope_reg1_gap_256	256	3839.28	66.669	256	38.74	10.63	22.26
742	mobilenetv4_conv_large	384	3820.17	67.003	256	32.59	6.43	27.31
743	convnextv2_tiny	288	3792.59	67.49	256	28.64	7.39	22.21
744	rexnet_300	224	3771.96	67.859	256	34.71	3.44	22.4
745	convnextv2_small	224	3766.94	67.949	256	50.32	8.71	21.56
746	densenet201	224	3748.64	68.28	256	20.01	4.34	7.85
747	res2net101d	224	3734.18	68.545	256	45.23	8.35	19.25
748	hgnetv2_b5	288	3726.11	68.693	256	39.57	10.84	18.5
749	nest_tiny	224	3705.24	69.082	256	17.06	5.83	25.48
750	efficientnetv2_s	288	3702.94	69.124	256	21.46	4.75	20.13
751	ecaresnet50t	288	3690.88	69.35	256	25.57	7.14	19.55
752	seresnet50t	288	3690.42	69.359	256	28.1	7.14	19.55
753	edgenext_base	320	3685.34	69.455	256	18.51	6.01	24.32
754	coatnet_0_224	224	3684.19	69.475	256	25.04	4.58	24.01
755	convit_small	224	3679.62	69.563	256	27.78	5.76	17.87
756	ecaresnet50d	288	3676.55	69.621	256	25.58	7.19	19.72
757	swinv2_tiny_window8_256	256	3670.64	69.733	256	28.35	5.96	24.57
758	nest_tiny_jx	224	3669.11	69.761	256	17.06	5.83	25.48
759	eca_nfnet_l1	256	3668.26	69.777	256	41.41	9.62	22.04
760	efficientvit_b3	224	3667.52	69.791	256	48.65	3.99	26.9
761	mobilevitv2_175	256	3660.41	69.927	256	14.25	5.54	28.13
762	resnet152	224	3646.55	70.193	256	60.19	11.56	22.56
763	seresnext101_32x4d	224	3626.8	70.575	256	48.96	8.02	21.26
764	legacy_seresnext101_32x4d	224	3621.17	70.685	256	48.96	8.02	21.26
765	inception_v4	299	3620.42	70.7	256	42.68	12.28	15.09
766	xcit_small_24_p16_224	224	3616.94	70.768	256	47.67	9.1	23.64
767	tresnet_l	224	3593.17	71.235	256	55.99	10.9	11.9
768	resnet152c	224	3589.3	71.313	256	60.21	11.8	23.36
769	dla169	224	3570.86	71.681	256	53.39	11.6	20.2
770	densenetblur121d	288	3562.85	71.841	256	8.0	5.14	13.06
771	tnt_s_patch16_224	224	3559.68	71.906	256	23.76	5.24	24.37
772	resnetv2_101x1_bit	224	3551.18	72.078	256	44.54	8.04	16.23
773	convnextv2_nano	384	3546.15	72.18	256	15.62	7.22	24.61
774	rdnet_small	224	3539.46	72.314	256	50.44	8.74	22.55
775	resnet152d	224	3528.53	72.542	256	60.21	11.8	23.36
776	regnetv_040	288	3523.74	72.639	256	20.64	6.6	20.3
777	efficientvit_l2	256	3518.25	72.753	256	63.71	9.09	25.49
778	efficientnetv2_rw_s	288	3505.36	73.02	256	23.94	4.91	21.41
779	vit_small_resnet50d_s16_224	224	3504.26	73.043	256	57.53	13.48	24.82
780	maxvit_nano_rw_256	256	3501.58	73.099	256	15.45	4.46	30.28
781	vit_small_patch16_18x2_224	224	3500.73	73.117	256	64.67	13.71	35.69
782	maxvit_rmlp_nano_rw_256	256	3494.64	73.244	256	15.5	4.47	31.92
783	res2net50_26w_8s	224	3491.2	73.317	256	48.4	8.37	17.95
784	hgnet_small	288	3466.9	73.83	256	24.36	14.09	14.53
785	coatnet_rmlp_1_rw_224	224	3457.73	74.026	256	41.69	7.85	35.47
786	mobilenetv4_hybrid_medium	448	3448.71	74.22	256	11.07	4.2	29.64
787	resnest50d_4s2x40d	224	3439.65	74.416	256	30.42	4.4	17.94
788	focalnet_small_srf	224	3422.65	74.785	256	49.89	8.62	26.26
789	regnety_040	288	3396.57	75.36	256	20.65	6.61	20.3
790	poolformer_s36	224	3394.32	75.41	256	30.86	5.0	15.82
791	mvitv2_small	224	3388.47	75.541	256	34.87	7.0	28.08
792	davit_small	224	3382.96	75.663	256	49.75	8.8	30.49
793	ese_vovnet99b	224	3373.76	75.869	256	63.2	16.51	11.27
794	mixer_l32_224	224	3364.3	76.082	256	206.94	11.27	19.86
795	vit_base_patch16_siglip_gap_224	224	3352.55	76.35	256	85.8	17.49	23.75
796	vit_base_patch16_xp_224	224	3348.63	76.439	256	86.51	17.56	23.9
797	vit_base_patch16_224_miil	224	3348.42	76.443	256	94.4	17.59	23.91
798	seresnext50_32x4d	288	3348.33	76.445	256	27.56	7.04	23.82
799	seresnetaa50d	288	3347.65	76.461	256	28.11	8.92	20.59
800	vit_betwixt_patch16_reg1_gap_256	256	3346.86	76.479	256	60.4	16.32	27.83
801	vit_base_patch16_224	224	3345.67	76.508	256	86.57	17.58	23.9
802	convformer_s36	224	3344.88	76.523	256	40.01	7.67	30.5
803	deit_base_patch16_224	224	3344.81	76.527	256	86.57	17.58	23.9
804	vit_base_patch16_clip_quickgelu_224	224	3343.2	76.564	256	86.19	17.58	23.9
805	deit3_base_patch16_224	224	3342.68	76.576	256	86.59	17.58	23.9
806	vit_base_patch16_clip_224	224	3342.03	76.591	256	86.57	17.58	23.9
807	pvt_v2_b3	224	3337.39	76.696	256	45.24	6.92	37.7
808	hiera_small_abswin_256	256	3333.92	76.777	256	34.36	8.29	26.38
809	caformer_s36	224	3329.65	76.872	256	39.3	8.0	37.53
810	efficientnet_b3	288	3326.65	76.944	256	12.23	1.63	21.49
811	vit_base_patch16_siglip_224	224	3320.61	77.085	256	92.88	17.73	24.06
812	vit_betwixt_patch16_reg4_gap_256	256	3319.25	77.116	256	60.4	16.52	28.24
813	resnet152s	224	3317.78	77.15	256	60.32	12.92	24.96
814	cs3se_edgenet_x	256	3309.24	77.349	256	50.72	11.53	12.94
815	vit_base_patch16_gap_224	224	3303.26	77.489	256	86.57	17.49	25.59
816	vit_small_patch16_36x1_224	224	3302.19	77.513	256	64.67	13.71	35.69
817	deit_base_distilled_patch16_224	224	3300.25	77.56	256	87.34	17.68	24.05
818	cs3sedarknet_x	288	3293.75	77.714	256	35.4	10.6	14.37
819	vit_relpos_base_patch16_224	224	3288.47	77.838	256	86.43	17.51	24.97
820	nextvit_large	224	3287.18	77.867	256	57.87	10.78	28.99
821	vit_base_mci_224	224	3282.25	77.986	256	86.35	17.73	24.65
822	regnetv_064	224	3266.81	78.353	256	30.58	6.39	16.41
823	resnetv2_50d_gn	288	3266.39	78.364	256	25.57	7.24	19.7
824	vit_relpos_base_patch16_clsgap_224	224	3264.17	78.417	256	86.43	17.6	25.12
825	repvgg_b2	224	3260.0	78.517	256	89.02	20.45	12.9
826	beit_base_patch16_224	224	3259.83	78.519	256	86.53	17.58	23.9
827	vit_relpos_base_patch16_cls_224	224	3259.47	78.529	256	86.43	17.6	25.12
828	repvgg_b2g4	224	3254.26	78.656	256	61.76	12.63	12.9
829	resnetv2_50d_evos	288	3251.16	78.731	256	25.59	7.15	19.7
830	regnety_080	224	3246.07	78.854	256	39.18	8.0	17.97
831	beitv2_base_patch16_224	224	3245.71	78.862	256	86.53	17.58	23.9
832	regnety_064	224	3237.99	79.05	256	30.58	6.39	16.41
833	sequencer2d_s	224	3229.54	79.258	256	27.65	4.96	11.31
834	cs3edgenet_x	288	3219.84	79.497	256	47.82	14.59	16.36
835	maxvit_tiny_rw_224	224	3218.36	79.532	256	29.06	5.11	33.11
836	coatnet_1_rw_224	224	3216.02	79.59	256	41.72	8.04	34.6
837	efficientnet_el_pruned	300	3211.46	79.704	256	10.59	8.0	30.7
838	efficientnet_el	300	3210.88	79.719	256	10.59	8.0	30.7
839	mixnet_xl	224	3208.22	79.783	256	11.9	0.93	14.57
840	vgg19	224	3200.7	79.971	256	143.67	19.63	14.86
841	vgg19_bn	224	3198.64	80.025	256	143.68	19.66	14.86
842	fastvit_sa24	256	3196.7	80.071	256	21.55	3.8	24.32
843	legacy_xception	299	3195.72	80.097	256	22.86	8.4	35.83
844	tf_efficientnet_el	300	3194.92	80.117	256	10.59	8.0	30.7
845	regnety_032	288	3185.8	80.346	256	19.44	5.29	18.61
846	vit_small_patch16_384	384	3183.86	80.395	256	22.2	15.52	50.78
847	resnetv2_152	224	3179.36	80.509	256	60.19	11.55	22.56
848	deit3_small_patch16_384	384	3174.6	80.63	256	22.21	15.52	50.78
849	hrnet_w30	224	3172.72	80.677	256	37.71	8.15	21.21
850	focalnet_small_lrf	224	3161.39	80.966	256	50.34	8.74	28.61
851	swin_small_patch4_window7_224	224	3153.83	81.161	256	49.61	8.77	27.47
852	tf_efficientnetv2_s	300	3151.03	81.233	256	21.46	5.35	22.73
853	mobilevitv2_200	256	3150.51	81.247	256	18.45	7.22	32.15
854	resnet101	288	3147.94	81.312	256	44.55	12.95	26.83
855	vit_base_patch32_clip_448	448	3138.59	81.555	256	88.34	17.93	23.9
856	dpn92	224	3109.73	82.312	256	37.67	6.54	18.21
857	hiera_base_224	224	3102.53	82.503	256	51.52	9.4	30.42
858	nfnet_f0	256	3101.19	82.539	256	71.49	12.62	18.05
859	mobilenetv4_conv_aa_large	384	3093.53	82.743	256	32.59	7.07	32.29
860	dm_nfnet_f0	256	3083.56	83.011	256	71.49	12.62	18.05
861	resnetv2_152d	224	3076.59	83.198	256	60.2	11.8	23.36
862	hrnet_w18_ssld	288	3064.15	83.535	256	21.3	7.14	26.96
863	dla102x2	224	3061.68	83.603	256	41.28	9.34	29.91
864	nf_regnet_b4	384	3049.71	83.932	256	30.21	4.7	28.61
865	gcvit_tiny	224	3042.25	84.138	256	28.22	4.79	29.82
866	cait_xxs36_224	224	3031.38	84.438	256	17.3	3.77	30.34
867	xception41p	299	3019.53	84.771	256	26.91	9.25	39.86
868	densenet161	224	3006.8	85.129	256	28.68	7.79	11.06
869	ecaresnet50t	320	2995.44	85.452	256	25.57	8.82	24.13
870	regnety_080_tv	224	2993.18	85.516	256	39.38	8.51	19.73
871	vit_base_patch16_rpn_224	224	2978.25	85.944	256	86.54	17.49	23.75
872	twins_pcpvt_large	224	2977.85	85.958	256	60.99	9.84	35.82
873	regnetz_040	256	2959.14	86.499	256	27.12	4.06	24.19
874	vit_small_r26_s32_384	384	2948.63	86.81	256	36.47	10.43	29.85
875	gmlp_b16_224	224	2948.58	86.812	256	73.08	15.78	30.21
876	legacy_seresnet152	224	2940.44	87.052	256	66.82	11.33	22.08
877	regnetz_040_h	256	2937.29	87.143	256	28.94	4.12	24.29
878	twins_svt_base	224	2935.09	87.21	256	56.07	8.59	26.33
879	regnetz_d8	256	2918.46	87.707	256	23.37	3.97	23.74
880	flexivit_base	240	2911.53	87.916	256	86.59	20.29	28.36
881	vit_relpos_base_patch16_rpn_224	224	2909.18	87.987	256	86.41	17.51	24.97
882	efficientformer_l7	224	2896.41	88.374	256	82.23	10.17	24.45
883	regnetz_d8_evos	256	2895.78	88.394	256	23.46	4.5	24.92
884	seresnet152	224	2888.03	88.63	256	66.82	11.57	22.61
885	mvitv2_small_cls	224	2869.23	89.212	256	34.87	7.04	28.17
886	swinv2_cr_small_224	224	2869.18	89.213	256	49.7	9.07	50.27
887	dpn98	224	2866.56	89.294	256	61.57	11.73	25.2
888	swinv2_cr_small_ns_224	224	2851.92	89.753	256	49.7	9.08	50.27
889	inception_resnet_v2	299	2841.25	90.09	256	55.84	13.18	25.06
890	hrnet_w40	224	2841.0	90.097	256	57.56	12.75	25.29
891	vit_mediumd_patch16_reg4_gap_256	256	2831.24	90.41	256	64.11	17.87	37.57
892	maxxvit_rmlp_tiny_rw_256	256	2818.8	90.808	256	29.64	6.66	39.76
893	regnety_040_sgn	288	2814.17	90.956	256	20.65	6.67	20.3
894	eva02_base_patch16_clip_224	224	2810.17	91.088	256	86.26	17.62	26.32
895	wide_resnet50_2	288	2801.8	91.36	256	68.88	18.89	23.81
896	efficientvit_b3	256	2799.72	91.426	256	48.65	5.2	35.01
897	poolformerv2_m36	224	2797.01	91.515	256	56.08	8.81	22.02
898	resnetv2_101	288	2796.77	91.523	256	44.54	12.94	26.83
899	vit_betwixt_patch16_rope_reg4_gap_256	256	2794.77	91.589	256	60.23	16.52	28.24
900	resnetaa101d	288	2788.15	91.807	256	44.57	15.07	29.03
901	hgnetv2_b6	224	2778.72	92.115	256	75.26	16.88	21.23
902	xcit_tiny_24_p16_384	384	2775.49	92.225	256	12.12	6.87	34.29
903	mobilenetv4_hybrid_large	384	2771.92	92.344	256	37.76	7.77	34.52
904	efficientvit_l2	288	2770.71	92.385	256	63.71	11.51	32.19
905	levit_conv_384_s8	224	2749.96	93.083	256	39.12	9.98	35.86
906	resnet152d	256	2742.49	93.336	256	60.21	15.41	30.51
907	mobilenetv4_conv_large	448	2739.84	93.426	256	32.59	8.75	37.17
908	coatnet_rmlp_1_rw2_224	224	2704.02	94.662	256	41.72	8.11	40.13
909	resnetblur101d	288	2697.04	94.909	256	44.57	15.07	29.65
910	repvgg_b3g4	224	2696.88	94.914	256	83.83	17.89	15.1
911	efficientnet_b3	320	2696.04	94.944	256	12.23	2.01	26.52
912	convnext_base	224	2678.52	95.564	256	88.59	15.38	28.75
913	regnetx_120	224	2677.22	95.611	256	46.11	12.13	21.37
914	resnext101_64x4d	224	2667.58	95.957	256	83.46	15.52	31.21
915	levit_384_s8	224	2646.86	96.708	256	39.12	9.98	35.86
916	resnext101_32x8d	224	2646.71	96.714	256	88.79	16.48	31.21
917	wide_resnet101_2	224	2643.91	96.816	256	126.89	22.8	21.23
918	inception_next_base	224	2636.33	97.093	256	86.67	14.85	25.69
919	tf_efficientnet_b3	300	2632.25	97.244	256	12.23	1.87	23.83
920	resnet200	224	2631.56	97.27	256	64.67	15.07	32.19
921	resnext101_32x4d	288	2614.05	97.922	256	44.18	13.24	35.09
922	rexnetr_300	288	2612.58	97.977	256	34.81	5.59	36.61
923	vit_base_patch16_siglip_gap_256	256	2590.2	98.824	256	85.84	23.13	33.23
924	vit_large_r50_s32_224	224	2566.89	99.721	256	328.99	19.58	24.41
925	vit_base_patch16_siglip_256	256	2564.67	99.808	256	92.93	23.44	33.63
926	maxvit_tiny_tf_224	224	2550.75	100.351	256	30.92	5.6	35.78
927	efficientnet_b3_gn	288	2546.16	100.533	256	11.73	1.74	23.35
928	regnetz_d32	256	2543.95	100.62	256	27.58	5.98	23.74
929	samvit_base_patch16_224	224	2528.02	101.254	256	86.46	17.54	24.54
930	eva02_small_patch14_336	336	2526.33	101.323	256	22.13	15.48	54.33
931	crossvit_base_240	240	2521.38	101.521	256	105.03	21.22	36.33
932	convnextv2_base	224	2520.76	101.546	256	88.72	15.38	28.75
933	sequencer2d_m	224	2518.88	101.621	256	38.31	6.55	14.26
934	regnety_120	224	2511.21	101.932	256	51.82	12.14	21.38
935	regnetz_c16	320	2510.69	101.954	256	13.46	3.92	25.88
936	coat_tiny	224	2491.49	102.738	256	5.5	4.35	27.2
937	vit_base_patch16_reg4_gap_256	256	2482.98	103.091	256	86.62	23.5	33.89
938	seresnet101	288	2460.54	104.032	256	49.33	12.95	26.87
939	repvgg_b3	224	2459.38	104.081	256	123.09	29.16	15.1
940	swinv2_tiny_window16_256	256	2451.11	104.433	256	28.35	6.68	39.02
941	resnet101d	320	2444.46	104.716	256	44.57	16.48	34.77
942	regnetz_c16_evos	320	2443.36	104.763	256	13.49	3.86	25.88
943	xception41	299	2423.55	105.62	256	26.97	9.28	39.86
944	tresnet_xl	224	2413.65	106.052	256	78.44	15.2	15.34
945	efficientnet_lite4	380	2412.2	106.117	256	13.01	4.04	45.66
946	convnext_small	288	2411.61	106.142	256	50.22	14.39	35.65
947	coatnet_1_224	224	2409.54	106.233	256	42.23	8.7	39.0
948	hrnet_w48_ssld	224	2404.14	106.471	256	77.47	17.34	28.56
949	hrnet_w48	224	2403.21	106.513	256	77.47	17.34	28.56
950	tf_efficientnet_lite4	380	2401.87	106.574	256	13.01	4.04	45.66
951	caformer_m36	224	2378.95	107.598	256	56.2	13.29	50.48
952	ecaresnet101d	288	2377.02	107.688	256	44.57	13.35	28.19
953	hiera_base_plus_224	224	2375.75	107.745	256	69.9	12.67	37.98
954	fastvit_mci1	256	2370.49	107.983	256	21.54	4.72	32.84
955	rdnet_base	224	2367.82	108.105	256	87.45	15.4	31.14
956	maxvit_tiny_rw_256	256	2365.28	108.22	256	29.07	6.74	44.35
957	resnetrs101	288	2361.51	108.395	256	63.62	13.56	28.53
958	convformer_m36	224	2358.97	108.511	256	57.05	12.89	42.05
959	pvt_v2_b5	224	2356.7	108.615	256	81.96	11.76	50.92
960	pvt_v2_b4	224	2355.66	108.663	256	62.56	10.14	53.74
961	maxvit_rmlp_tiny_rw_256	256	2354.21	108.731	256	29.15	6.77	46.92
962	seresnext101_64x4d	224	2353.54	108.76	256	88.23	15.53	31.25
963	xcit_medium_24_p16_224	224	2347.78	109.028	256	84.4	16.13	31.71
964	seresnext101_32x8d	224	2341.18	109.335	256	93.57	16.48	31.25
965	vit_mediumd_patch16_rope_reg1_gap_256	256	2336.5	109.556	256	63.95	17.65	37.02
966	regnetx_160	224	2330.93	109.816	256	54.28	15.99	25.52
967	fastvit_sa36	256	2327.07	109.998	256	31.53	5.64	34.61
968	volo_d2_224	224	2323.74	110.155	256	58.68	14.34	41.34
969	nest_small	224	2322.48	110.217	256	38.35	10.35	40.04
970	convnext_tiny	384	2310.31	110.798	256	28.59	13.14	39.48
971	vit_base_r50_s16_224	224	2309.82	110.82	256	97.89	21.66	35.28
972	nest_small_jx	224	2306.72	110.97	256	38.35	10.35	40.04
973	eca_nfnet_l1	320	2302.23	111.183	256	41.41	14.92	34.42
974	hgnet_base	224	2292.28	111.669	256	71.58	25.14	15.47
975	davit_base	224	2283.75	112.086	256	87.95	15.51	40.66
976	mvitv2_base	224	2283.18	112.113	256	51.47	10.16	40.5
977	seresnext101d_32x8d	224	2279.47	112.295	256	93.59	16.72	32.05
978	vit_base_patch16_plus_240	240	2273.79	112.577	256	117.56	27.41	33.08
979	poolformer_m36	224	2266.85	112.921	256	56.17	8.8	22.02
980	vit_small_patch8_224	224	2262.19	113.154	256	21.67	22.44	80.84
981	focalnet_base_srf	224	2247.74	113.88	256	88.15	15.28	35.01
982	hiera_base_abswin_256	256	2242.95	114.124	256	51.27	12.46	40.7
983	vit_relpos_base_patch16_plus_240	240	2237.99	114.378	256	117.38	27.3	34.33
984	resnest101e	256	2234.57	114.552	256	48.28	13.38	28.66
985	mobilenetv4_conv_aa_large	448	2229.25	114.827	256	32.59	9.63	43.94
986	xcit_small_12_p16_384	384	2221.32	115.235	256	26.25	14.14	36.51
987	xception65p	299	2220.07	115.3	256	39.82	13.91	52.48
988	cait_s24_224	224	2217.42	115.437	256	46.92	9.35	40.58
989	resnet152	288	2213.91	115.622	256	60.19	19.11	37.28
990	swinv2_small_window8_256	256	2213.69	115.633	256	49.73	11.58	40.14
991	efficientnet_b3_g8_gn	288	2210.95	115.777	256	14.25	2.59	23.35
992	convformer_s18	384	2192.78	116.736	256	26.77	11.63	46.49
993	swinv2_cr_small_ns_256	256	2188.78	116.95	256	49.7	12.07	76.21
994	swin_base_patch4_window7_224	224	2187.06	117.041	256	87.77	15.47	36.63
995	efficientvit_b3	288	2171.71	117.869	256	48.65	6.58	44.2
996	seresnextaa101d_32x8d	224	2165.9	118.185	256	93.59	17.25	34.16
997	convnextv2_tiny	384	2148.79	119.127	256	28.64	13.14	39.48
998	seresnet152d	256	2148.49	119.143	256	66.84	15.42	30.56
999	resnet50x4_clip_gap	288	2144.6	119.359	256	65.62	19.57	34.11
1000	caformer_s18	384	2141.55	119.527	256	26.34	13.42	77.34
1001	resnetrs152	256	2135.82	119.85	256	86.62	15.59	30.83
1002	vit_base_patch16_rope_reg1_gap_256	256	2133.64	119.972	256	86.43	23.22	33.39
1003	swinv2_base_window12_192	192	2130.04	120.175	256	109.28	11.9	39.72
1004	seresnext101_32x4d	288	2120.08	120.739	256	48.96	13.25	35.12
1005	eva02_base_patch14_224	224	2117.73	120.874	256	85.76	23.22	36.55
1006	poolformerv2_m48	224	2116.33	120.954	256	73.35	11.59	29.17
1007	focalnet_base_lrf	224	2108.01	121.429	256	88.75	15.43	38.13
1008	dm_nfnet_f1	224	2107.34	121.469	256	132.63	17.87	22.94
1009	cs3se_edgenet_x	320	2106.36	121.525	256	50.72	18.01	20.21
1010	regnety_160	224	2105.14	121.597	256	83.59	15.96	23.04
1011	nfnet_f1	224	2090.25	122.462	256	132.63	17.87	22.94
1012	vit_medium_patch16_gap_384	384	2078.7	123.143	256	39.03	26.08	67.54
1013	dpn131	224	2074.97	123.363	256	79.25	16.09	32.97
1014	efficientnetv2_s	384	2071.25	123.585	256	21.46	8.44	35.77
1015	swin_s3_small_224	224	2068.44	123.754	256	49.74	9.43	37.84
1016	hrnet_w44	224	2065.62	123.922	256	67.06	14.94	26.92
1017	convnext_base	256	2065.1	123.954	256	88.59	20.09	37.55
1018	coat_lite_medium	224	2064.62	123.979	256	44.57	9.81	40.06
1019	efficientnet_b3_gn	320	2056.56	124.469	256	11.73	2.14	28.83
1020	mixnet_xxl	224	2051.52	124.774	256	23.96	2.04	23.43
1021	nf_regnet_b5	384	2048.92	124.932	256	49.74	7.95	42.9
1022	resnet50x4_clip	288	2033.61	125.874	256	87.14	21.35	35.27
1023	maxvit_rmlp_small_rw_224	224	2024.79	126.421	256	64.9	10.75	49.3
1024	efficientnet_b4	320	2021.3	126.64	256	19.34	3.13	34.76
1025	xcit_tiny_24_p8_224	224	2021.23	126.644	256	12.11	9.21	45.39
1026	swinv2_cr_base_224	224	2018.07	126.843	256	87.88	15.86	59.66
1027	swinv2_cr_base_ns_224	224	2005.7	127.625	256	87.88	15.86	59.66
1028	tf_efficientnetv2_s	384	1994.9	128.316	256	21.46	8.44	35.77
1029	regnetv_064	288	1990.64	128.591	256	30.58	10.55	27.11
1030	tresnet_m	448	1981.93	129.156	256	31.39	22.99	29.21
1031	xcit_nano_12_p8_384	384	1964.01	130.335	256	3.05	6.34	46.08
1032	efficientnetv2_rw_s	384	1962.9	130.408	256	23.94	8.72	38.03
1033	resnet200d	256	1962.4	130.442	256	64.69	20.0	43.09
1034	twins_svt_large	224	1960.0	130.601	256	99.27	15.15	35.1
1035	crossvit_15_dagger_408	408	1958.74	130.685	256	28.5	21.45	95.05
1036	mvitv2_base_cls	224	1952.99	131.07	256	65.44	10.23	40.65
1037	mobilenetv4_hybrid_large	448	1943.33	131.721	256	37.76	10.74	48.61
1038	tnt_b_patch16_224	224	1941.85	131.823	256	65.41	14.09	39.01
1039	mobilenetv4_conv_aa_large	480	1934.33	132.335	256	32.59	11.05	50.45
1040	gcvit_small	224	1930.43	132.601	256	51.09	8.57	41.61
1041	regnety_064	288	1927.43	132.808	256	30.58	10.56	27.11
1042	halonet_h1	256	1922.3	133.164	256	8.1	3.0	51.17
1043	regnety_080	288	1921.98	133.184	256	39.18	13.22	29.69
1044	convit_base	224	1918.39	133.435	256	86.54	17.52	31.77
1045	maxvit_tiny_pm_256	256	1916.11	133.593	256	30.09	6.61	47.9
1046	coat_mini	224	1897.57	134.897	256	10.34	6.82	33.68
1047	fastvit_ma36	256	1894.76	135.098	256	44.07	7.88	41.09
1048	regnetz_040	320	1893.7	135.174	256	27.12	6.35	37.78
1049	regnetz_040_h	320	1880.89	136.095	256	28.94	6.43	37.94
1050	mobilevitv2_150	384	1864.53	137.289	256	10.59	9.2	54.25
1051	regnetz_d8	320	1863.04	137.398	256	23.37	6.19	37.08
1052	regnetz_d8_evos	320	1832.93	139.657	256	23.46	7.03	38.92
1053	dpn107	224	1826.37	140.156	256	86.92	18.38	33.46
1054	vitamin_base_224	224	1815.08	141.031	256	87.72	22.68	52.77
1055	efficientnet_b3_g8_gn	320	1805.58	141.771	256	14.25	3.2	28.83
1056	hrnet_w64	224	1800.18	142.196	256	128.06	28.97	35.09
1057	coatnet_2_rw_224	224	1781.07	143.723	256	73.87	15.09	49.22
1058	xception65	299	1774.28	144.273	256	39.92	13.96	52.48
1059	fastvit_mci2	256	1766.58	144.901	256	35.82	7.91	43.34
1060	maxxvit_rmlp_small_rw_256	256	1763.23	145.178	256	66.01	14.67	58.38
1061	nextvit_small	384	1756.58	145.726	256	31.76	17.26	57.14
1062	efficientnetv2_m	320	1752.86	146.036	256	54.14	11.01	39.97
1063	coatnet_rmlp_2_rw_224	224	1741.02	147.029	256	73.88	15.18	54.78
1064	resnet152d	320	1737.66	147.314	256	60.21	24.08	47.67
1065	efficientvit_l3	224	1715.62	149.206	256	246.04	27.62	39.16
1066	tiny_vit_21m_384	384	1715.38	149.227	256	21.23	13.77	77.83
1067	seresnet152	288	1715.22	149.241	256	66.82	19.11	37.34
1068	levit_conv_512_s8	224	1706.1	150.039	256	74.05	21.82	52.28
1069	xcit_small_12_p8_224	224	1700.59	150.524	256	26.21	18.69	47.21
1070	poolformer_m48	224	1686.87	151.749	256	73.47	11.59	29.17
1071	volo_d3_224	224	1676.56	152.682	256	86.33	20.78	60.09
1072	levit_512_s8	224	1666.95	153.563	256	74.05	21.82	52.28
1073	caformer_b36	224	1666.61	153.592	256	98.75	23.22	67.3
1074	coatnet_2_224	224	1651.34	155.015	256	74.68	16.5	52.67
1075	convformer_b36	224	1649.96	155.143	256	99.88	22.69	56.06
1076	maxvit_small_tf_224	224	1638.94	156.187	256	68.93	11.66	53.17
1077	sequencer2d_l	224	1635.78	156.489	256	54.3	9.74	22.12
1078	swin_s3_base_224	224	1634.71	156.59	256	71.13	13.69	48.26
1079	regnetz_e8	256	1630.84	156.963	256	57.7	9.91	40.94
1080	nest_base	224	1627.71	157.266	256	67.72	17.96	53.39
1081	hgnetv2_b6	288	1622.05	157.812	256	75.26	27.9	35.09
1082	convnext_base	288	1617.77	158.232	256	88.59	25.43	47.53
1083	eca_nfnet_l2	320	1615.7	158.43	256	56.72	20.95	47.43
1084	nest_base_jx	224	1615.45	158.458	256	67.72	17.96	53.39
1085	convmixer_768_32	224	1615.29	158.475	256	21.11	19.55	25.95
1086	resnext101_64x4d	288	1613.61	158.64	256	83.46	25.66	51.59
1087	regnetz_d32	320	1612.01	158.797	256	27.58	9.33	37.08
1088	vit_so150m_patch16_reg4_gap_256	256	1607.89	159.204	256	134.13	36.75	53.21
1089	vit_so150m_patch16_reg4_map_256	256	1592.32	160.761	256	141.48	37.18	53.68
1090	densenet264d	224	1591.16	160.877	256	72.74	13.57	14.0
1091	mobilevitv2_175	384	1573.85	162.648	256	14.25	12.47	63.29
1092	resnet200	288	1570.42	163.003	256	64.67	24.91	53.21
1093	efficientvit_l2	384	1551.96	164.941	256	63.71	20.45	57.01
1094	regnety_120	288	1541.43	166.07	256	51.82	20.06	35.34
1095	swinv2_base_window8_256	256	1538.74	166.358	256	87.92	20.37	52.59
1096	convnextv2_base	288	1528.58	167.465	256	88.72	25.43	47.53
1097	ecaresnet200d	256	1516.5	168.798	256	64.69	20.0	43.15
1098	efficientnetv2_rw_m	320	1516.44	168.804	256	53.24	12.72	47.14
1099	seresnet200d	256	1510.21	169.5	256	71.86	20.01	43.15
1100	resnetrs200	256	1506.62	169.905	256	93.21	20.18	43.42
1101	maxvit_rmlp_small_rw_256	256	1505.28	170.056	256	64.9	14.15	66.09
1102	mobilenetv4_conv_aa_large	544	1502.9	170.324	256	32.59	14.19	64.79
1103	maxxvitv2_rmlp_base_rw_224	224	1492.62	171.499	256	116.09	24.2	62.77
1104	coat_small	224	1479.25	173.047	256	21.69	12.61	44.25
1105	convnext_large	224	1474.99	173.55	256	197.77	34.4	43.13
1106	vit_betwixt_patch16_reg4_gap_384	384	1474.89	173.562	256	60.6	39.71	85.28
1107	hrnet_w48_ssld	288	1457.57	175.623	256	77.47	28.66	47.21
1108	resnext101_32x16d	224	1452.32	176.26	256	194.03	36.27	51.18
1109	swinv2_small_window16_256	256	1451.76	176.326	256	49.73	12.82	66.29
1110	senet154	224	1443.54	177.331	256	115.09	20.77	38.69
1111	legacy_senet154	224	1435.62	178.308	256	115.09	20.77	38.69
1112	resnetv2_50x1_bit	448	1429.57	179.064	256	25.55	16.62	44.46
1113	nf_regnet_b5	456	1421.4	180.093	256	49.74	11.7	61.95
1114	seresnext101_32x8d	288	1405.19	182.171	256	93.57	27.24	51.63
1115	convnextv2_large	224	1398.77	183.007	256	197.96	34.4	43.13
1116	efficientnet_b4	384	1396.87	183.256	256	19.34	4.51	50.04
1117	gcvit_base	224	1394.71	183.536	256	90.32	14.87	55.48
1118	volo_d1_384	384	1386.95	184.567	256	26.78	22.75	108.55
1119	hgnet_base	288	1385.67	184.737	256	71.58	41.55	25.57
1120	seresnext101d_32x8d	288	1371.24	186.68	256	93.59	27.64	52.95
1121	convnext_small	384	1370.68	186.757	256	50.22	25.58	63.37
1122	xception71	299	1367.4	187.205	256	42.34	18.09	69.92
1123	vit_large_patch32_384	384	1360.57	188.147	256	306.63	45.31	43.86
1124	seresnet152d	320	1353.12	189.182	256	66.84	24.09	47.72
1125	crossvit_18_dagger_408	408	1350.07	189.608	256	44.61	32.47	124.87
1126	resnetrs152	320	1348.43	189.84	256	86.62	24.34	48.14
1127	nextvit_base	384	1347.63	189.95	256	44.82	24.64	73.95
1128	rdnet_large	224	1330.13	192.452	256	186.27	34.74	46.67
1129	efficientvit_l3	256	1327.54	192.828	256	246.04	36.06	50.98
1130	convnext_base	320	1319.96	193.934	256	88.59	31.39	58.68
1131	resnetv2_50x3_bit	224	1315.05	194.657	256	217.32	37.06	33.34
1132	xcit_tiny_12_p8_384	384	1309.52	195.481	256	6.71	14.13	69.14
1133	seresnextaa101d_32x8d	288	1303.25	196.419	256	93.59	28.51	56.44
1134	regnety_160	288	1303.15	196.436	256	83.59	26.37	38.07
1135	davit_large	224	1281.18	199.804	256	196.81	34.6	60.99
1136	tf_efficientnet_b4	380	1278.54	200.216	256	19.34	4.49	49.49
1137	xcit_large_24_p16_224	224	1277.51	200.379	256	189.1	35.86	47.27
1138	regnety_320	224	1269.25	201.683	256	145.05	32.34	30.26
1139	swinv2_large_window12_192	192	1267.31	201.991	256	228.77	26.17	56.53
1140	vit_mediumd_patch16_reg4_gap_384	384	1254.95	203.981	256	64.27	43.67	113.51
1141	regnetx_320	224	1253.43	204.228	256	107.81	31.81	36.3
1142	swin_large_patch4_window7_224	224	1249.84	204.814	256	196.53	34.53	54.94
1143	swinv2_cr_tiny_384	384	1248.53	205.031	256	28.33	15.34	161.01
1144	resnet200d	320	1245.29	205.564	256	64.69	31.25	67.33
1145	dm_nfnet_f2	256	1211.63	211.274	256	193.78	33.76	41.85
1146	nfnet_f2	256	1207.12	212.064	256	193.78	33.76	41.85
1147	mixer_l16_224	224	1198.62	213.568	256	208.2	44.6	41.69
1148	xcit_small_24_p16_384	384	1191.61	214.823	256	47.67	26.72	68.58
1149	tf_efficientnetv2_m	384	1187.13	215.635	256	54.14	15.85	57.52
1150	ecaresnet200d	288	1180.84	216.784	256	64.69	25.31	54.59
1151	seresnet200d	288	1176.89	217.511	256	71.86	25.32	54.6
1152	vit_small_patch14_dinov2	518	1176.63	217.56	256	22.06	46.76	198.79
1153	seresnet269d	256	1174.38	217.976	256	113.67	26.59	53.6
1154	vit_base_patch16_18x2_224	224	1171.44	218.522	256	256.73	52.51	71.38
1155	vit_small_patch14_reg4_dinov2	518	1167.53	219.256	256	22.06	46.95	199.77
1156	swinv2_cr_large_224	224	1159.63	220.749	256	196.68	35.1	78.42
1157	resnetrs270	256	1150.07	222.584	256	129.86	27.06	55.84
1158	convformer_s36	384	1147.41	223.099	256	40.01	22.54	89.62
1159	convnext_large_mlp	256	1136.31	225.279	256	200.13	44.94	56.33
1160	eca_nfnet_l2	384	1126.24	227.293	256	56.72	30.05	68.28
1161	maxvit_rmlp_base_rw_224	224	1122.54	228.041	256	116.14	23.15	92.64
1162	caformer_s36	384	1120.64	228.427	256	39.3	26.08	150.33
1163	vit_base_patch16_siglip_gap_384	384	1108.75	230.879	256	86.09	55.43	101.3
1164	vit_base_patch16_384	384	1108.32	230.969	256	86.86	55.54	101.56
1165	deit_base_patch16_384	384	1106.79	231.289	256	86.86	55.54	101.56
1166	deit3_base_patch16_384	384	1106.51	231.346	256	86.88	55.54	101.56
1167	vit_base_patch16_clip_384	384	1104.66	231.734	256	86.86	55.54	101.56
1168	deit_base_distilled_patch16_384	384	1099.37	232.85	256	87.63	55.65	101.82
1169	vit_base_patch16_siglip_384	384	1099.06	232.916	256	93.18	56.12	102.2
1170	nextvit_large	384	1093.53	234.092	256	57.87	32.03	90.76
1171	dm_nfnet_f1	320	1086.93	235.515	256	132.63	35.97	46.77
1172	nfnet_f1	320	1081.87	236.614	256	132.63	35.97	46.77
1173	seresnextaa101d_32x8d	320	1057.25	242.126	256	93.59	35.19	69.67
1174	convmixer_1024_20_ks9_p14	224	1053.87	242.903	256	24.38	5.55	5.51
1175	regnetz_e8	320	1043.8	245.246	256	57.7	15.46	63.94
1176	vit_large_patch16_224	224	1041.62	245.761	256	304.33	61.6	63.52
1177	eva_large_patch14_196	196	1041.47	245.796	256	304.14	61.57	63.52
1178	beit_base_patch16_384	384	1041.45	245.799	256	86.74	55.54	101.56
1179	swinv2_base_window16_256	256	1041.34	245.827	256	87.92	22.02	84.71
1180	deit3_large_patch16_224	224	1040.35	246.06	256	304.37	61.6	63.52
1181	swinv2_base_window12to16_192to256	256	1035.65	247.176	256	87.92	22.02	84.71
1182	efficientnetv2_m	416	1034.88	247.361	256	54.14	18.6	67.5
1183	eca_nfnet_l3	352	1034.06	247.553	256	72.04	32.57	73.12
1184	beit_large_patch16_224	224	1021.33	250.639	256	304.43	61.6	63.52
1185	mobilevitv2_200	384	1019.97	250.974	256	18.45	16.24	72.34
1186	beitv2_large_patch16_224	224	1019.31	251.137	256	304.43	61.6	63.52
1187	volo_d4_224	224	972.56	263.212	256	192.96	44.34	80.22
1188	maxvit_base_tf_224	224	971.51	263.496	256	119.47	24.04	95.01
1189	hiera_large_224	224	954.9	268.081	256	213.74	40.34	83.37
1190	maxxvitv2_rmlp_large_rw_224	224	954.34	268.236	256	215.42	44.14	87.15
1191	resnetrs200	320	950.29	269.381	256	93.21	31.51	67.81
1192	resnetv2_152x2_bit	224	931.12	274.926	256	236.34	46.95	45.11
1193	convnext_xlarge	224	930.04	275.246	256	350.2	60.98	57.5
1194	seresnet269d	288	924.08	277.021	256	113.67	33.65	67.81
1195	convnext_base	384	920.56	278.081	256	88.59	45.21	84.49
1196	nasnetalarge	331	914.25	279.998	256	88.75	23.89	90.56
1197	flexivit_large	240	911.71	280.781	256	304.36	70.99	75.39
1198	inception_next_base	384	899.71	284.524	256	86.67	43.64	75.48
1199	efficientnetv2_rw_m	416	897.78	285.137	256	53.24	21.49	79.62
1200	convnext_large	288	891.34	287.196	256	197.77	56.87	71.29
1201	xcit_small_24_p8_224	224	885.98	288.934	256	47.63	35.81	90.78
1202	vit_large_r50_s32_384	384	883.45	289.761	256	329.09	57.43	76.52
1203	tresnet_l	448	883.01	289.904	256	55.99	43.59	47.56
1204	convnextv2_base	384	870.69	294.006	256	88.72	45.21	84.49
1205	resnetv2_101x1_bit	448	859.26	297.921	256	44.54	31.65	64.93
1206	pnasnet5large	331	852.39	300.32	256	86.06	25.04	92.89
1207	efficientnet_b5	416	849.66	301.286	256	30.39	8.27	80.68
1208	convnextv2_large	288	847.65	301.999	256	197.96	56.87	71.29
1209	efficientvit_l3	320	845.04	302.933	256	246.04	56.32	79.34
1210	davit_huge	224	829.13	308.745	256	348.92	61.23	81.32
1211	convformer_m36	384	815.63	313.855	256	57.05	37.87	123.56
1212	coatnet_rmlp_3_rw_224	224	808.28	316.71	256	165.15	33.56	79.47
1213	coatnet_3_rw_224	224	807.9	316.858	256	181.81	33.44	73.83
1214	xcit_medium_24_p16_384	384	806.79	317.297	256	84.4	47.39	91.64
1215	vit_large_patch16_siglip_gap_256	256	806.47	317.422	256	303.36	80.8	88.34
1216	caformer_m36	384	804.97	318.01	256	56.2	42.11	196.35
1217	vit_large_patch16_siglip_256	256	801.91	319.228	256	315.96	81.34	88.88
1218	repvgg_d2se	320	798.65	320.531	256	133.33	74.57	46.82
1219	vit_base_patch8_224	224	795.31	321.875	256	86.58	78.22	161.69
1220	volo_d2_384	384	789.01	324.444	256	58.87	46.17	184.51
1221	vit_large_patch14_clip_quickgelu_224	224	782.99	326.939	256	303.97	81.08	88.79
1222	vit_large_patch14_xp_224	224	782.94	326.962	256	304.06	81.01	88.79
1223	vit_large_patch14_224	224	781.86	327.414	256	304.2	81.08	88.79
1224	vit_large_patch14_clip_224	224	781.23	327.678	256	304.2	81.08	88.79
1225	coatnet_3_224	224	772.28	331.477	256	166.97	36.56	79.01
1226	resnest200e	320	765.73	334.308	256	70.2	35.69	82.78
1227	regnety_160	384	765.62	334.358	256	83.59	46.87	67.67
1228	vit_base_r50_s16_384	384	764.44	334.876	256	98.95	67.43	135.03
1229	swinv2_cr_small_384	384	761.16	336.319	256	49.7	29.7	298.03
1230	tf_efficientnetv2_m	480	760.12	336.778	256	54.14	24.76	89.84
1231	regnety_640	224	754.37	339.342	256	281.38	64.16	42.5
1232	ecaresnet269d	320	742.7	344.674	256	102.09	41.53	83.69
1233	resnetv2_101x3_bit	224	740.89	345.52	256	387.93	71.23	48.7
1234	efficientnet_b5	448	731.74	349.841	256	30.39	9.59	93.56
1235	convnext_large_mlp	320	724.03	353.565	256	200.13	70.21	88.02
1236	vitamin_large2_224	224	716.86	357.1	256	333.58	75.05	112.83
1237	vitamin_large_224	224	716.07	357.492	256	333.32	75.05	112.83
1238	resnetrs350	288	710.31	360.394	256	163.96	43.67	87.09
1239	mvitv2_large	224	709.52	360.797	256	217.99	43.87	112.02
1240	cait_xxs24_384	384	704.92	363.148	256	12.03	9.63	122.66
1241	xcit_tiny_24_p8_384	384	690.01	370.998	256	12.11	27.05	132.95
1242	resnet50x16_clip_gap	384	680.63	376.11	256	136.2	70.32	100.64
1243	maxvit_large_tf_224	224	679.37	376.81	256	211.79	43.68	127.35
1244	coat_lite_medium_384	384	679.13	376.941	256	44.57	28.73	116.7
1245	efficientnetv2_l	384	676.62	378.337	256	118.52	36.1	101.16
1246	tiny_vit_21m_512	512	663.92	385.573	256	21.27	27.02	177.93
1247	tf_efficientnetv2_l	384	663.26	385.959	256	118.52	36.1	101.16
1248	maxvit_tiny_tf_384	384	662.03	386.678	256	30.98	17.53	123.42
1249	resnet50x16_clip	384	652.97	392.041	256	167.33	74.9	103.54
1250	tf_efficientnet_b5	456	640.6	399.612	256	30.39	10.46	98.86
1251	eca_nfnet_l3	448	638.11	401.174	256	72.04	52.55	118.4
1252	nfnet_f2	352	631.24	405.539	256	193.78	63.22	79.06
1253	swinv2_large_window12to16_192to256	256	628.73	407.156	256	196.74	47.81	121.53
1254	dm_nfnet_f2	352	628.21	407.495	256	193.78	63.22	79.06
1255	volo_d5_224	224	617.89	414.298	256	295.46	72.4	118.11
1256	mvitv2_large_cls	224	615.19	416.117	256	234.58	42.17	111.69
1257	ecaresnet269d	352	613.97	416.948	256	102.09	50.25	101.25
1258	eva02_large_patch14_clip_224	224	605.15	423.025	256	304.11	81.18	97.2
1259	eva02_large_patch14_224	224	605.1	423.058	256	303.27	81.15	97.2
1260	vit_so400m_patch14_siglip_gap_224	224	597.92	428.139	256	412.44	109.57	106.13
1261	xcit_medium_24_p8_224	224	597.46	428.468	256	84.32	63.53	121.23
1262	vit_so400m_patch14_siglip_224	224	596.3	429.305	256	427.68	110.26	106.73
1263	vit_base_patch16_siglip_gap_512	512	595.41	429.941	256	86.43	107.0	246.15
1264	resnetrs270	352	593.7	431.181	256	129.86	51.13	105.48
1265	vit_base_patch16_siglip_512	512	592.23	432.25	256	93.52	108.22	247.74
1266	tresnet_xl	448	585.25	437.403	256	78.44	60.77	61.31
1267	nfnet_f3	320	580.98	440.622	256	254.92	68.77	83.93
1268	dm_nfnet_f3	320	578.4	442.591	256	254.92	68.77	83.93
1269	xcit_small_12_p8_384	384	575.87	444.537	256	26.21	54.92	138.29
1270	convformer_b36	384	571.54	447.902	256	99.88	66.67	164.75
1271	convnext_xlarge	288	564.23	453.705	256	350.2	100.8	95.05
1272	caformer_b36	384	564.02	453.867	256	98.75	72.33	261.79
1273	efficientvit_l3	384	540.41	473.7	256	246.04	81.08	114.02
1274	swinv2_cr_base_384	384	538.78	475.138	256	87.88	50.57	333.68
1275	resmlp_big_24_224	224	534.87	478.611	256	129.14	100.23	87.31
1276	seresnextaa201d_32x8d	320	530.48	482.573	256	149.39	70.22	138.71
1277	swin_base_patch4_window12_384	384	526.43	486.278	256	87.9	47.19	134.78
1278	convnextv2_huge	224	522.5	489.937	256	660.29	115.0	79.07
1279	coatnet_4_224	224	516.83	495.312	256	275.43	62.48	129.26
1280	cait_xs24_384	384	514.59	497.468	256	26.67	19.28	183.98
1281	resnext101_32x32d	224	508.29	503.635	256	468.53	87.29	91.12
1282	convnext_large	384	505.8	506.117	256	197.77	101.1	126.74
1283	convnext_large_mlp	384	505.51	506.405	256	200.13	101.11	126.74
1284	eva02_base_patch14_448	448	495.86	516.266	256	87.12	107.11	259.14
1285	resnetrs420	320	490.22	522.204	256	191.89	64.2	126.56
1286	convnextv2_large	384	480.94	532.276	256	197.96	101.1	126.74
1287	vitamin_large_256	256	476.63	537.095	256	333.38	99.0	154.99
1288	vitamin_large2_256	256	476.34	537.415	256	333.64	99.0	154.99
1289	efficientnetv2_xl	384	473.56	540.575	256	208.12	52.81	139.2
1290	cait_xxs36_384	384	472.1	542.238	256	17.37	14.35	183.7
1291	regnety_320	384	471.4	543.046	256	145.05	95.0	88.87
1292	tf_efficientnetv2_xl	384	467.46	547.633	256	208.12	52.81	139.2
1293	swinv2_cr_huge_224	224	461.55	554.638	256	657.83	115.97	121.08
1294	maxxvitv2_rmlp_base_rw_384	384	460.8	555.548	256	116.09	72.98	213.74
1295	rdnet_large	384	454.9	562.743	256	186.27	102.09	137.13
1296	focalnet_huge_fl3	224	451.28	567.265	256	745.28	118.26	104.8
1297	xcit_large_24_p16_384	384	445.92	574.081	256	189.1	105.35	137.17
1298	efficientnetv2_l	480	432.31	592.158	256	118.52	56.4	157.99
1299	maxvit_small_tf_384	384	430.69	445.784	192	69.02	35.87	183.65
1300	tf_efficientnetv2_l	480	425.62	601.47	256	118.52	56.4	157.99
1301	vit_base_patch14_dinov2	518	422.75	605.542	256	86.58	151.71	397.58
1302	vit_base_patch14_reg4_dinov2	518	420.52	608.763	256	86.58	152.25	399.53
1303	hiera_huge_224	224	415.21	616.545	256	672.78	124.85	150.95
1304	vit_huge_patch14_gap_224	224	405.72	630.968	256	630.76	166.73	138.74
1305	coatnet_rmlp_2_rw_384	384	405.05	474.001	192	73.88	47.69	209.43
1306	volo_d3_448	448	402.31	636.318	256	86.63	96.33	446.83
1307	resnetrs350	384	400.15	639.744	256	163.96	77.59	154.74
1308	cait_s24_384	384	399.34	641.043	256	47.06	32.17	245.31
1309	deit3_huge_patch14_224	224	397.79	643.537	256	632.13	167.4	139.41
1310	vit_huge_patch14_224	224	397.77	643.573	256	630.76	167.4	139.41
1311	vit_huge_patch14_clip_quickgelu_224	224	397.73	643.637	256	632.08	167.4	139.41
1312	vit_huge_patch14_clip_224	224	397.45	644.094	256	632.05	167.4	139.41
1313	vit_huge_patch14_xp_224	224	395.98	646.484	256	631.8	167.3	139.41
1314	sam2_hiera_tiny	896	388.8	164.6	64	26.85	99.86	384.63
1315	vitamin_xlarge_256	256	386.93	661.605	256	436.06	130.13	177.37
1316	regnety_1280	224	379.67	674.264	256	644.81	127.66	71.58
1317	seresnextaa201d_32x8d	384	366.37	698.744	256	149.39	101.11	199.72
1318	maxvit_xlarge_tf_224	224	358.95	713.18	256	506.99	97.52	191.04
1319	resnest269e	416	358.78	713.517	256	110.93	77.69	171.98
1320	maxvit_tiny_tf_512	512	354.93	360.623	128	31.05	33.49	257.59
1321	efficientnet_b6	528	354.3	722.545	256	43.04	19.4	167.39
1322	vit_large_patch14_clip_quickgelu_336	336	344.63	742.82	256	304.29	191.11	270.24
1323	vit_large_patch16_siglip_gap_384	384	344.54	743.009	256	303.69	190.85	269.55
1324	vit_large_patch14_clip_336	336	343.67	744.879	256	304.53	191.11	270.24
1325	vit_large_patch16_384	384	343.49	745.276	256	304.72	191.21	270.24
1326	eva_large_patch14_336	336	343.16	745.991	256	304.53	191.1	270.24
1327	deit3_large_patch16_384	384	342.55	747.334	256	304.76	191.21	270.24
1328	vit_large_patch16_siglip_384	384	342.3	747.871	256	316.28	192.07	270.75
1329	nfnet_f3	416	340.62	751.561	256	254.92	115.58	141.78
1330	dm_nfnet_f3	416	339.53	753.969	256	254.92	115.58	141.78
1331	vit_giant_patch16_gap_224	224	338.53	756.187	256	1011.37	202.46	139.26
1332	nfnet_f4	384	335.52	762.977	256	316.07	122.14	147.57
1333	dm_nfnet_f4	384	332.75	769.343	256	316.07	122.14	147.57
1334	xcit_large_24_p8_224	224	331.23	772.865	256	188.93	141.23	181.56
1335	tf_efficientnet_b6	528	330.56	580.814	192	43.04	19.4	167.39
1336	beit_large_patch16_384	384	327.97	780.534	256	305.0	191.21	270.24
1337	sam2_hiera_small	896	325.93	196.351	64	33.95	123.99	442.63
1338	convnext_xxlarge	256	322.53	793.713	256	846.47	198.09	124.45
1339	swinv2_cr_large_384	384	319.63	600.684	192	196.68	108.96	404.96
1340	convnext_xlarge	384	319.57	801.065	256	350.2	179.2	168.99
1341	maxvit_rmlp_base_rw_384	384	319.22	801.939	256	116.14	70.97	318.95
1342	convnextv2_huge	288	317.37	806.616	256	660.29	190.1	130.7
1343	swin_large_patch4_window12_384	384	316.67	606.299	192	196.74	104.08	202.16
1344	resnetv2_152x4_bit	224	316.17	809.666	256	936.53	186.9	90.22
1345	resnetv2_152x2_bit	384	314.26	814.59	256	236.34	136.16	132.56
1346	davit_giant	224	312.39	819.474	256	1406.47	192.92	153.06
1347	xcit_small_24_p8_384	384	302.44	846.436	256	47.63	105.24	265.91
1348	maxvit_base_tf_384	384	300.57	425.842	128	119.65	73.8	332.9
1349	swinv2_base_window12to24_192to384	384	298.98	321.077	96	87.92	55.25	280.36
1350	coatnet_5_224	224	295.77	865.513	256	687.47	145.49	194.24
1351	eva02_large_patch14_clip_336	336	288.34	887.823	256	304.43	191.34	289.13
1352	resnetrs420	416	284.53	899.724	256	191.89	108.45	213.79
1353	resnetv2_50x3_bit	448	281.44	682.202	192	217.32	145.7	133.37
1354	regnety_640	384	272.07	940.925	256	281.38	188.47	124.83
1355	focalnet_huge_fl4	224	270.92	944.907	256	686.46	118.9	113.34
1356	vitamin_large_336	336	270.63	709.44	192	333.57	175.72	307.47
1357	vitamin_large2_336	336	270.54	709.67	192	333.83	175.72	307.47
1358	mvitv2_huge_cls	224	270.48	946.469	256	694.8	120.67	243.63
1359	cait_s36_384	384	267.14	958.275	256	68.37	47.99	367.4
1360	efficientnetv2_xl	512	266.88	959.22	256	208.12	93.85	247.32
1361	tf_efficientnetv2_xl	512	263.31	972.209	256	208.12	93.85	247.32
1362	vit_giant_patch14_224	224	257.22	995.234	256	1012.61	267.18	192.64
1363	vit_giant_patch14_clip_224	224	256.33	998.705	256	1012.65	267.18	192.64
1364	eva_giant_patch14_224	224	256.2	999.216	256	1012.56	267.18	192.64
1365	eva_giant_patch14_clip_224	224	254.62	1005.406	256	1012.59	267.18	192.64
1366	resnet50x64_clip_gap	448	235.46	1087.208	256	365.03	253.96	233.22
1367	nfnet_f5	416	232.61	1100.541	256	377.21	170.71	204.56
1368	maxvit_small_tf_512	512	232.28	413.275	96	69.13	67.26	383.77
1369	dm_nfnet_f5	416	231.56	1105.537	256	377.21	170.71	204.56
1370	volo_d4_448	448	231.52	1105.726	256	193.41	197.13	527.35
1371	resnet50x64_clip	448	228.54	1120.162	256	420.38	265.02	239.13
1372	resnetv2_152x2_bit	448	225.56	1134.941	256	236.34	184.99	180.43
1373	vitamin_xlarge_336	336	219.99	872.741	192	436.06	230.18	347.33
1374	efficientnet_b7	600	209.53	1221.782	256	66.35	38.33	289.94
1375	vitamin_large_384	384	205.2	623.762	128	333.71	234.44	440.16
1376	vitamin_large2_384	384	205.17	623.858	128	333.97	234.44	440.16
1377	focalnet_large_fl3	384	204.28	1253.192	256	239.13	105.06	168.04
1378	xcit_medium_24_p8_384	384	203.5	1257.962	256	84.32	186.67	354.73
1379	tf_efficientnet_b7	600	198.11	646.087	128	66.35	38.33	289.94
1380	vit_so400m_patch14_siglip_gap_384	384	195.82	1307.314	256	412.99	333.46	451.19
1381	focalnet_large_fl4	384	195.3	1310.76	256	239.32	105.2	181.78
1382	vit_so400m_patch14_siglip_384	384	195.2	1311.466	256	428.23	335.4	452.89
1383	davit_base_fl	768	192.39	665.305	128	90.37	190.32	530.15
1384	maxvit_large_tf_384	384	190.72	671.13	128	212.03	132.55	445.84
1385	nfnet_f4	512	190.38	1344.673	256	316.07	216.26	262.26
1386	dm_nfnet_f4	512	189.19	1353.158	256	316.07	216.26	262.26
1387	swinv2_large_window12to24_192to384	384	186.98	342.268	64	196.74	116.15	407.83
1388	convnextv2_huge	384	178.56	1433.694	256	660.29	337.96	232.35
1389	nfnet_f6	448	177.22	1444.522	256	438.36	229.7	273.62
1390	dm_nfnet_f6	448	175.57	1458.065	256	438.36	229.7	273.62
1391	vit_huge_patch14_clip_336	336	173.02	1479.562	256	632.46	390.97	407.54
1392	sam2_hiera_base_plus	896	170.31	375.779	64	68.68	227.48	828.88
1393	beit_large_patch16_512	512	169.73	1508.229	256	305.67	362.24	656.39
1394	resnetv2_101x3_bit	448	167.54	1145.984	192	387.93	280.33	194.78
1395	vitamin_xlarge_384	384	165.63	772.812	128	436.06	306.38	493.46
1396	convmixer_1536_20	224	153.79	1664.601	256	51.63	48.68	33.03
1397	eva02_large_patch14_448	448	153.5	1667.723	256	305.08	362.33	689.95
1398	volo_d5_448	448	148.89	1719.408	256	295.91	315.06	737.92
1399	vit_gigantic_patch14_224	224	146.07	1752.63	256	1844.44	483.95	275.37
1400	vit_gigantic_patch14_clip_224	224	145.81	1755.702	256	1844.91	483.96	275.37
1401	maxvit_base_tf_512	512	144.2	665.741	96	119.88	138.02	703.99
1402	regnety_1280	384	138.04	1390.849	192	644.81	374.99	210.2
1403	nfnet_f5	544	137.1	1867.295	256	377.21	290.97	349.71
1404	efficientnet_b8	672	136.75	935.971	128	87.41	63.48	442.89
1405	dm_nfnet_f5	544	136.7	1872.679	256	377.21	290.97	349.71
1406	focalnet_xlarge_fl3	384	136.68	1873.042	256	408.79	185.61	223.99
1407	focalnet_xlarge_fl4	384	135.52	1888.958	256	409.03	185.79	242.31
1408	vit_huge_patch14_clip_quickgelu_378	378	135.21	1893.33	256	632.68	503.79	572.79
1409	vit_so400m_patch14_siglip_gap_448	448	135.13	1894.403	256	413.33	487.18	764.26
1410	vit_huge_patch14_clip_378	378	134.97	1896.634	256	632.68	503.79	572.79
1411	nfnet_f7	480	133.4	1919.099	256	499.5	300.08	355.86
1412	vit_large_patch14_dinov2	518	133.12	1923.026	256	304.37	507.15	1058.82
1413	vit_large_patch14_reg4_dinov2	518	132.04	1938.813	256	304.37	508.9	1064.02
1414	tf_efficientnet_b8	672	130.88	977.99	128	87.41	63.48	442.89
1415	swinv2_cr_huge_384	384	130.75	489.486	64	657.94	352.04	583.18
1416	swinv2_cr_giant_224	224	125.01	1023.872	128	2598.76	483.85	309.15
1417	maxvit_xlarge_tf_384	384	123.97	516.244	64	475.32	292.78	668.76
1418	vit_huge_patch16_gap_448	448	123.46	2073.454	256	631.67	544.7	636.83
1419	cait_m36_384	384	120.83	2118.7	256	271.22	173.11	734.81
1420	volo_d5_512	512	113.48	2255.978	256	296.09	425.09	1105.37
1421	xcit_large_24_p8_384	384	112.54	2274.795	256	188.93	415.0	531.82
1422	eva_giant_patch14_336	336	111.59	2294.19	256	1013.01	620.64	550.67
1423	nfnet_f6	576	107.92	2372.106	256	438.36	378.69	452.2
1424	dm_nfnet_f6	576	107.35	2384.806	256	438.36	378.69	452.2
1425	maxvit_large_tf_512	512	101.74	629.046	64	212.33	244.75	942.15
1426	convnextv2_huge	512	100.55	1273.014	128	660.29	600.81	413.07
1427	tf_efficientnet_l2	475	90.19	1064.381	96	480.31	172.11	609.89
1428	nfnet_f7	608	84.41	3032.802	256	499.5	480.39	570.85
1429	regnety_2560	384	76.59	1671.223	128	1282.6	747.83	296.49
1430	davit_huge_fl	768	69.12	925.974	64	360.64	744.84	1060.3
1431	resnetv2_152x4_bit	480	66.53	1442.988	96	936.53	844.84	414.26
1432	eva02_enormous_patch14_clip_224	224	63.84	4009.924	256	4350.56	1132.46	497.58
1433	samvit_base_patch16	1024	61.83	258.784	16	89.67	486.43	1343.27
1434	maxvit_xlarge_tf_512	512	61.08	785.831	48	475.77	534.14	1413.22
1435	sam2_hiera_large	1024	53.33	900.092	48	212.15	907.48	2190.34
1436	vit_giant_patch14_dinov2	518	40.02	4797.862	192	1136.48	1784.2	2757.89
1437	vit_giant_patch14_reg4_dinov2	518	39.61	4847.503	192	1136.48	1790.08	2771.21
1438	swinv2_cr_giant_384	384	36.91	866.946	32	2598.76	1450.71	1394.86
1439	eva_giant_patch14_560	560	35.98	7115.889	256	1014.45	1906.76	2577.17
1440	efficientnet_l2	800	32.95	1942.195	64	480.31	479.12	1707.39
1441	tf_efficientnet_l2	800	31.83	1005.239	32	480.31	479.12	1707.39
1442	samvit_large_patch16	1024	26.29	304.233	8	308.28	1493.86	2553.78
1443	vit_so400m_patch14_siglip_gap_896	896	23.37	5478.218	128	416.87	2731.49	8492.88
1444	samvit_huge_patch16	1024	15.57	770.869	12	637.03	2982.23	3428.16