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

1	model	infer_img_size	infer_samples_per_sec	infer_step_time	infer_batch_size	param_count	infer_gmacs	infer_macts
2	test_vit	160	193591.5	2.637	512	0.37	0.04	0.48
3	test_efficientnet	160	140505.88	3.636	512	0.36	0.06	0.55
4	test_byobnet	160	139342.81	3.665	512	0.46	0.03	0.43
5	tinynet_e	106	114149.3	4.476	512	2.04	0.03	0.69
6	mobilenetv3_small_050	224	91713.66	5.573	512	1.59	0.03	0.92
7	lcnet_035	224	74617.77	6.852	512	1.64	0.03	1.04
8	mobilenetv3_small_075	224	64474.01	7.933	512	2.04	0.05	1.3
9	lcnet_050	224	64449.16	7.935	512	1.88	0.05	1.26
10	mobilenetv3_small_100	224	58931.45	8.678	512	2.54	0.06	1.42
11	tinynet_d	152	53815.67	9.505	512	2.34	0.05	1.42
12	tf_mobilenetv3_small_minimal_100	224	46935.54	10.899	512	2.04	0.06	1.41
13	tf_mobilenetv3_small_075	224	46386.54	11.028	512	2.04	0.05	1.3
14	mobilenetv4_conv_small	224	45334.09	11.283	512	3.77	0.19	1.97
15	tf_mobilenetv3_small_100	224	43574.18	11.741	512	2.54	0.06	1.42
16	efficientvit_m2	224	43163.92	11.852	512	4.19	0.2	1.47
17	efficientvit_m1	224	41710.72	12.265	512	2.98	0.17	1.33
18	lcnet_075	224	41149.58	12.43	512	2.36	0.1	1.99
19	mnasnet_small	224	38517.24	13.282	512	2.03	0.07	2.16
20	efficientvit_m0	224	37262.79	13.731	512	2.35	0.08	0.91
21	efficientvit_m3	224	37259.36	13.732	512	6.9	0.27	1.62
22	efficientvit_m4	224	36637.28	13.966	512	8.8	0.3	1.7
23	resnet18	160	35956.09	14.229	512	11.69	0.93	1.27
24	regnetx_002	224	35359.25	14.471	512	2.68	0.2	2.16
25	resnet10t	176	35271.27	14.507	512	5.44	0.7	1.51
26	ghostnet_050	224	33294.15	15.367	512	2.59	0.05	1.77
27	mobilenetv4_conv_small	256	32870.69	15.566	512	3.77	0.25	2.57
28	repghostnet_050	224	32631.77	15.681	512	2.31	0.05	2.02
29	regnety_002	224	32330.37	15.824	512	3.16	0.2	2.17
30	levit_128s	224	31791.92	16.095	512	7.78	0.31	1.88
31	lcnet_100	224	31652.74	16.165	512	2.95	0.16	2.52
32	vit_small_patch32_224	224	31104.08	16.451	512	22.88	1.15	2.5
33	levit_conv_128s	224	30791.34	16.618	512	7.78	0.31	1.88
34	mobilenetv2_035	224	30231.75	16.927	512	1.68	0.07	2.86
35	efficientvit_m5	224	29243.03	17.498	512	12.47	0.53	2.41
36	mnasnet_050	224	28381.86	18.03	512	2.22	0.11	3.07
37	regnetx_004	224	26873.8	19.042	512	5.16	0.4	3.14
38	regnetx_004_tv	224	26191.12	19.533	512	5.5	0.42	3.17
39	tinynet_c	184	25374.27	20.162	512	2.46	0.11	2.87
40	efficientvit_b0	224	24958.93	20.504	512	3.41	0.1	2.87
41	repghostnet_058	224	24922.84	20.532	512	2.55	0.07	2.59
42	pit_ti_224	224	24011.49	21.313	512	4.85	0.7	6.19
43	pit_ti_distilled_224	224	23895.35	21.415	512	5.1	0.71	6.23
44	semnasnet_050	224	23613.68	21.672	512	2.08	0.11	3.44
45	mobilenetv2_050	224	23276.13	21.987	512	1.97	0.1	3.64
46	mixer_s32_224	224	23222.09	22.038	512	19.1	1.0	2.28
47	resnet34	160	22893.41	22.355	512	21.8	1.87	1.91
48	gernet_s	224	22652.42	22.589	512	8.17	0.75	2.65
49	cs3darknet_focus_s	256	22633.17	22.607	512	3.27	0.69	2.7
50	resnet10t	224	21939.38	23.327	512	5.44	1.1	2.43
51	levit_128	224	21210.51	24.129	512	9.21	0.41	2.71
52	cs3darknet_s	256	21180.55	24.162	512	3.28	0.72	2.97
53	levit_conv_128	224	20601.31	24.843	512	9.21	0.41	2.71
54	vit_tiny_r_s16_p8_224	224	20597.39	24.845	512	6.34	0.44	2.06
55	repghostnet_080	224	19998.72	25.59	512	3.28	0.1	3.22
56	lcnet_150	224	19930.25	25.679	512	4.5	0.34	3.79
57	tf_efficientnetv2_b0	192	19533.13	26.202	512	7.14	0.54	3.51
58	levit_192	224	19368.21	26.425	512	10.95	0.66	3.2
59	vit_medium_patch32_clip_224	224	19242.5	26.596	512	39.69	2.0	3.34
60	mobilenetv3_large_075	224	19001.45	26.934	512	3.99	0.16	4.0
61	levit_conv_192	224	18406.17	27.806	512	10.95	0.66	3.2
62	resnet18	224	18247.43	28.048	512	11.69	1.82	2.48
63	nf_regnet_b0	192	18063.21	28.334	512	8.76	0.37	3.15
64	deit_tiny_patch16_224	224	17596.84	29.086	512	5.72	1.26	5.97
65	vit_tiny_patch16_224	224	17589.76	29.098	512	5.72	1.26	5.97
66	deit_tiny_distilled_patch16_224	224	17490.74	29.262	512	5.91	1.27	6.01
67	regnety_004	224	17337.89	29.52	512	4.34	0.41	3.89
68	mobilenetv3_rw	224	17271.2	29.634	512	5.48	0.23	4.41
69	mnasnet_075	224	17012.7	30.083	512	3.17	0.23	4.77
70	resnet14t	176	16949.17	30.199	512	10.08	1.07	3.61
71	mobilenetv3_large_100	224	16891.88	30.3	512	5.48	0.23	4.41
72	seresnet18	224	16704.11	30.636	512	11.78	1.82	2.49
73	hardcorenas_a	224	16102.68	31.784	512	5.26	0.23	4.38
74	legacy_seresnet18	224	16060.08	31.87	512	11.78	1.82	2.49
75	tf_mobilenetv3_large_075	224	15808.54	32.378	512	3.99	0.16	4.0
76	regnety_006	224	15808.03	32.374	512	6.06	0.61	4.33
77	repghostnet_100	224	15795.72	32.403	512	4.07	0.15	3.98
78	tinynet_b	188	15674.11	32.653	512	3.73	0.21	4.44
79	hardcorenas_b	224	15581.81	32.845	512	5.18	0.26	5.09
80	ghostnet_100	224	15502.44	33.013	512	5.18	0.15	3.55
81	hardcorenas_c	224	15395.61	33.244	512	5.52	0.28	5.01
82	resnet18d	224	15221.89	33.625	512	11.71	2.06	3.29
83	vit_xsmall_patch16_clip_224	224	15198.95	33.676	512	8.28	1.79	6.65
84	pit_xs_224	224	15188.8	33.697	512	10.62	1.4	7.71
85	pit_xs_distilled_224	224	15115.79	33.86	512	11.0	1.41	7.76
86	tf_efficientnetv2_b1	192	14975.34	34.18	512	8.14	0.76	4.59
87	tf_mobilenetv3_large_minimal_100	224	14968.23	34.196	512	3.92	0.22	4.4
88	hardcorenas_d	224	14805.72	34.57	512	7.5	0.3	4.93
89	mobilenet_edgetpu_v2_xs	224	14739.85	34.726	512	4.46	0.7	4.8
90	mobilenetv1_100	224	14689.46	34.843	512	4.23	0.58	5.04
91	mobilenetv1_100h	224	14526.94	35.232	512	5.28	0.63	5.09
92	mnasnet_100	224	14430.36	35.465	512	4.38	0.33	5.46
93	repvgg_a0	224	14326.74	35.726	512	9.11	1.52	3.59
94	ese_vovnet19b_slim_dw	224	14264.24	35.883	512	1.9	0.4	5.28
95	mobilenetv4_conv_medium	224	14221.81	35.988	512	9.72	0.84	5.8
96	tf_mobilenetv3_large_100	224	14215.1	36.006	512	5.48	0.23	4.41
97	regnetx_008	224	14152.21	36.165	512	7.26	0.81	5.15
98	levit_256	224	14076.58	36.361	512	18.89	1.13	4.23
99	semnasnet_075	224	13892.08	36.844	512	2.91	0.23	5.54
100	dla46_c	224	13792.44	37.109	512	1.3	0.58	4.5
101	repghostnet_111	224	13783.41	37.136	512	4.54	0.18	4.38
102	ese_vovnet19b_slim	224	13770.62	37.17	512	3.17	1.69	3.52
103	tf_efficientnetv2_b0	224	13704.01	37.351	512	7.14	0.73	4.77
104	vit_betwixt_patch32_clip_224	224	13660.67	37.47	512	61.41	3.09	4.17
105	regnetx_006	224	13627.19	37.56	512	6.2	0.61	3.98
106	mobilenetv2_075	224	13591.14	37.659	512	2.64	0.22	5.86
107	spnasnet_100	224	13506.55	37.897	512	4.42	0.35	6.03
108	levit_conv_256	224	13449.58	38.057	512	18.89	1.13	4.23
109	mobilenet_edgetpu_100	224	13226.44	38.699	512	4.09	1.0	5.75
110	xcit_nano_12_p16_224	224	13143.36	38.944	512	3.05	0.56	4.17
111	convnext_atto	224	13136.13	38.966	512	3.7	0.55	3.81
112	mobilenetv4_hybrid_medium_075	224	12839.02	39.865	512	7.31	0.66	5.65
113	edgenext_xx_small	256	12753.52	40.134	512	1.33	0.26	3.33
114	convnext_atto_ols	224	12710.59	40.269	512	3.7	0.58	4.11
115	regnety_008	224	12684.45	40.35	512	6.26	0.81	5.25
116	tinynet_a	192	12643.44	40.482	512	6.19	0.35	5.41
117	levit_256d	224	12538.4	40.823	512	26.21	1.4	4.93
118	hardcorenas_f	224	12519.6	40.883	512	8.2	0.35	5.57
119	mobilenetv3_large_100	256	12500.8	40.947	512	5.48	0.29	5.75
120	hardcorenas_e	224	12262.77	41.738	512	8.07	0.35	5.65
121	regnety_008_tv	224	12155.65	42.107	512	6.43	0.84	5.42
122	semnasnet_100	224	12053.2	42.467	512	3.89	0.32	6.23
123	levit_conv_256d	224	12032.84	42.54	512	26.21	1.4	4.93
124	fbnetc_100	224	12028.82	42.553	512	5.57	0.4	6.51
125	ghostnet_130	224	11996.72	42.666	512	7.36	0.24	4.6
126	regnetz_005	224	11901.9	43.006	512	7.12	0.52	5.86
127	mobilenetv2_100	224	11768.03	43.497	512	3.5	0.31	6.68
128	repghostnet_130	224	11593.04	44.15	512	5.48	0.25	5.24
129	mobilenetv1_125	224	11535.69	44.372	512	6.27	0.89	6.3
130	efficientnet_lite0	224	11509.61	44.474	512	4.65	0.4	6.74
131	resnet34	224	11246.05	45.512	512	21.8	3.67	3.74
132	convnext_femto	224	11240.65	45.537	512	5.22	0.79	4.57
133	mobilenetv1_100	256	11102.16	46.107	512	4.23	0.76	6.59
134	mobilenetv1_100h	256	10962.04	46.696	512	5.28	0.82	6.65
135	hgnetv2_b0	224	10947.51	46.757	512	6.0	0.33	2.12
136	convnext_femto_ols	224	10906.04	46.936	512	5.23	0.82	4.87
137	fbnetv3_b	224	10838.47	47.224	512	8.6	0.42	6.97
138	tf_efficientnetv2_b2	208	10821.76	47.3	512	10.1	1.06	6.0
139	cs3darknet_focus_m	256	10820.8	47.302	512	9.3	1.98	4.89
140	mobilevit_xxs	256	10784.37	47.464	512	1.27	0.42	8.34
141	resnet14t	224	10567.1	48.439	512	10.08	1.69	5.8
142	mobilenetv4_conv_medium	256	10509.42	48.704	512	9.72	1.1	7.58
143	gernet_m	224	10469.98	48.882	512	21.14	3.02	5.24
144	vit_base_patch32_224	224	10426.38	49.097	512	88.22	4.41	5.01
145	vit_base_patch32_clip_224	224	10419.24	49.129	512	88.22	4.41	5.01
146	resnet18	288	10402.09	49.21	512	11.69	3.01	4.11
147	hrnet_w18_small	224	10372.58	49.345	512	13.19	1.61	5.72
148	crossvit_tiny_240	240	10274.57	49.816	512	7.01	1.57	9.08
149	selecsls42	224	10259.59	49.889	512	30.35	2.94	4.62
150	cs3darknet_m	256	10254.13	49.918	512	9.31	2.08	5.28
151	selecsls42b	224	10223.02	50.071	512	32.46	2.98	4.62
152	seresnet34	224	10212.95	50.12	512	21.96	3.67	3.74
153	mobilenetv4_hybrid_medium	224	10180.15	50.283	512	11.07	0.98	6.84
154	repvgg_a1	224	10156.41	50.4	512	14.09	2.64	4.74
155	resnet50	160	10141.36	50.475	512	25.56	2.1	5.67
156	resnet34d	224	10045.08	50.956	512	21.82	3.91	4.54
157	repghostnet_150	224	10019.26	51.092	512	6.58	0.32	6.0
158	mobilenet_edgetpu_v2_s	224	9959.13	51.393	512	5.99	1.21	6.6
159	efficientnet_b0	224	9831.68	52.064	512	5.29	0.4	6.75
160	edgenext_xx_small	288	9824.91	52.1	512	1.33	0.33	4.21
161	legacy_seresnet34	224	9801.32	52.225	512	21.96	3.67	3.74
162	tf_efficientnet_lite0	224	9765.44	52.418	512	4.65	0.4	6.74
163	repvit_m1	224	9725.15	52.635	512	5.49	0.83	7.45
164	crossvit_9_240	240	9657.56	53.001	512	8.55	1.85	9.52
165	seresnet18	288	9580.24	53.432	512	11.78	3.01	4.11
166	efficientnet_b1_pruned	240	9566.61	53.501	512	6.33	0.4	6.21
167	vit_small_patch32_384	384	9550.92	53.596	512	22.92	3.45	8.25
168	pvt_v2_b0	224	9469.13	54.056	512	3.67	0.57	7.99
169	resnet50d	160	9423.52	54.321	512	25.58	2.22	6.08
170	repvit_m0_9	224	9420.77	54.337	512	5.49	0.83	7.45
171	dla34	224	9394.03	54.492	512	15.74	3.07	5.02
172	pit_s_224	224	9385.23	54.542	512	23.46	2.88	11.56
173	pit_s_distilled_224	224	9330.9	54.86	512	24.04	2.9	11.64
174	mnasnet_140	224	9285.01	55.122	512	7.12	0.6	7.71
175	crossvit_9_dagger_240	240	9245.69	55.364	512	8.78	1.99	9.97
176	nf_regnet_b0	256	9175.43	55.788	512	8.76	0.64	5.58
177	efficientvit_b1	224	9080.99	56.37	512	9.1	0.53	7.25
178	rexnetr_100	224	9036.3	56.647	512	4.88	0.43	7.72
179	visformer_tiny	224	9033.8	56.663	512	10.32	1.27	5.72
180	selecsls60	224	8984.73	56.974	512	30.67	3.59	5.52
181	rexnet_100	224	8980.27	57.002	512	4.8	0.41	7.44
182	resnetaa34d	224	8953.98	57.169	512	21.82	4.43	5.07
183	selecsls60b	224	8928.94	57.33	512	32.77	3.63	5.52
184	mobilenetv2_110d	224	8887.12	57.601	512	4.52	0.45	8.71
185	fbnetv3_d	224	8866.65	57.732	512	10.31	0.52	8.5
186	levit_384	224	8827.05	57.993	512	39.13	2.36	6.26
187	resnet18d	288	8808.21	58.116	512	11.71	3.41	5.43
188	mobilevitv2_050	256	8703.38	58.817	512	1.37	0.48	8.04
189	convnext_pico	224	8685.06	58.939	512	9.05	1.37	6.1
190	mobilenetv1_125	256	8629.12	59.32	512	6.27	1.16	8.23
191	vit_base_patch32_clip_quickgelu_224	224	8623.33	59.362	512	87.85	4.41	5.01
192	tf_efficientnetv2_b1	240	8620.85	59.379	512	8.14	1.21	7.34
193	cs3darknet_focus_m	288	8566.21	59.756	512	9.3	2.51	6.19
194	tf_efficientnet_b0	224	8541.64	59.93	512	5.29	0.4	6.75
195	seresnet50	160	8474.8	60.402	512	28.09	2.1	5.69
196	resnetblur18	224	8463.51	60.482	512	11.69	2.34	3.39
197	resnext50_32x4d	160	8436.12	60.679	512	25.03	2.17	7.35
198	convnext_pico_ols	224	8425.05	60.76	512	9.06	1.43	6.5
199	levit_conv_384	224	8372.39	61.141	512	39.13	2.36	6.26
200	efficientnet_es_pruned	224	8329.12	61.458	512	5.44	1.81	8.73
201	efficientnet_es	224	8327.35	61.471	512	5.44	1.81	8.73
202	efficientnet_b0_g16_evos	224	8292.21	61.731	512	8.11	1.01	7.42
203	semnasnet_140	224	8275.66	61.856	512	6.11	0.6	8.87
204	mobilenetv4_conv_blur_medium	224	8246.17	62.078	512	9.72	1.22	8.58
205	ese_vovnet19b_dw	224	8222.83	62.253	512	6.54	1.34	8.25
206	resnet50	176	8183.47	62.553	512	25.56	2.62	6.92
207	dla46x_c	224	8172.45	62.637	512	1.07	0.54	5.66
208	cs3darknet_m	288	8120.14	63.039	512	9.31	2.63	6.69
209	mobilenet_edgetpu_v2_m	224	8111.09	63.111	512	8.46	1.85	8.15
210	hgnetv2_b1	224	8089.51	63.278	512	6.34	0.49	2.73
211	resnet26	224	8074.23	63.401	512	16.0	2.36	7.35
212	ecaresnet50t	160	8063.67	63.484	512	25.57	2.21	6.04
213	vit_base_patch32_clip_256	256	8042.41	63.651	512	87.86	5.76	6.65
214	resnetrs50	160	8011.18	63.898	512	35.69	2.29	6.2
215	mobilenetv2_140	224	7973.79	64.198	512	6.11	0.6	9.57
216	xcit_tiny_12_p16_224	224	7972.61	64.209	512	6.72	1.24	6.29
217	mixer_b32_224	224	7946.63	64.415	512	60.29	3.24	6.29
218	dla60x_c	224	7932.08	64.535	512	1.32	0.59	6.01
219	fbnetv3_b	256	7894.93	64.838	512	8.6	0.55	9.1
220	tiny_vit_5m_224	224	7865.63	65.083	512	12.08	1.28	11.25
221	resmlp_12_224	224	7865.04	65.084	512	15.35	3.01	5.5
222	convnext_atto	288	7834.17	65.338	512	3.7	0.91	6.3
223	mixer_s16_224	224	7827.39	65.399	512	18.53	3.79	5.97
224	edgenext_x_small	256	7821.76	65.447	512	2.34	0.54	5.93
225	repvit_m1_0	224	7763.02	65.941	512	7.3	1.13	8.69
226	tf_efficientnet_es	224	7753.47	66.024	512	5.44	1.81	8.73
227	ghostnetv2_100	224	7711.41	66.38	512	6.16	0.18	4.55
228	vit_small_patch16_224	224	7695.68	66.52	512	22.05	4.61	11.95
229	deit_small_patch16_224	224	7692.21	66.546	512	22.05	4.61	11.95
230	repvgg_b0	224	7686.96	66.595	512	15.82	3.41	6.15
231	deit_small_distilled_patch16_224	224	7646.43	66.946	512	22.44	4.63	12.02
232	skresnet18	224	7641.81	66.984	512	11.96	1.82	3.24
233	darknet17	256	7605.93	67.302	512	14.3	3.26	7.18
234	convnext_atto_ols	288	7572.12	67.606	512	3.7	0.96	6.8
235	efficientnet_lite1	240	7533.54	67.95	512	5.42	0.62	10.14
236	mobilenetv4_hybrid_medium	256	7461.42	68.608	512	11.07	1.29	9.01
237	repvit_m2	224	7412.42	69.062	512	8.8	1.36	9.43
238	mixnet_s	224	7370.06	69.451	512	4.13	0.25	6.25
239	repghostnet_200	224	7359.51	69.557	512	9.8	0.54	7.96
240	vit_pwee_patch16_reg1_gap_256	256	7350.46	69.642	512	15.25	4.37	15.87
241	efficientnet_b0	256	7334.29	69.797	512	5.29	0.52	8.81
242	efficientnet_blur_b0	224	7255.8	70.553	512	5.29	0.43	8.72
243	gmixer_12_224	224	7249.78	70.61	512	12.7	2.67	7.26
244	resnet26d	224	7173.64	71.361	512	16.01	2.6	8.15
245	mobilenet_edgetpu_v2_l	224	7155.34	71.543	512	10.92	2.55	9.05
246	repvit_m1_1	224	7120.93	71.88	512	8.8	1.36	9.43
247	hgnetv2_b4	224	7066.56	72.433	512	19.8	2.75	6.7
248	nf_regnet_b2	240	7056.07	72.547	512	14.31	0.97	7.23
249	rexnetr_130	224	7042.44	72.689	512	7.61	0.68	9.81
250	darknet21	256	7025.74	72.86	512	20.86	3.93	7.47
251	eva02_tiny_patch14_224	224	7011.67	73.009	512	5.5	1.7	9.14
252	gernet_l	256	7010.05	73.027	512	31.08	4.57	8.0
253	mobilenetv4_conv_aa_medium	256	6992.95	73.204	512	9.72	1.58	10.3
254	vit_tiny_r_s16_p8_384	384	6908.22	74.103	512	6.36	1.34	6.49
255	efficientnet_b1	224	6906.68	74.116	512	7.79	0.59	9.36
256	nf_regnet_b1	256	6856.88	74.654	512	10.22	0.82	7.27
257	sedarknet21	256	6844.16	74.796	512	20.95	3.93	7.47
258	deit3_small_patch16_224	224	6842.04	74.819	512	22.06	4.61	11.95
259	vit_wee_patch16_reg1_gap_256	256	6834.55	74.901	512	13.42	3.83	13.9
260	ecaresnet50d_pruned	224	6821.51	75.045	512	19.94	2.53	6.43
261	vit_relpos_small_patch16_rpn_224	224	6816.29	75.1	512	21.97	4.59	13.05
262	resnext50_32x4d	176	6815.65	75.11	512	25.03	2.71	8.97
263	efficientvit_b1	256	6805.35	75.222	512	9.1	0.69	9.46
264	vit_relpos_small_patch16_224	224	6794.12	75.345	512	21.98	4.59	13.05
265	tf_mixnet_s	224	6784.77	75.452	512	4.13	0.25	6.25
266	vit_srelpos_small_patch16_224	224	6772.14	75.593	512	21.97	4.59	12.16
267	convnextv2_atto	224	6744.98	75.897	512	3.71	0.55	3.81
268	convnext_femto	288	6744.7	75.901	512	5.22	1.3	7.56
269	regnetz_005	288	6732.16	76.038	512	7.12	0.86	9.68
270	flexivit_small	240	6705.34	76.346	512	22.06	5.35	14.18
271	tiny_vit_11m_224	224	6677.76	76.659	512	20.35	2.04	13.49
272	resnet101	160	6654.99	76.921	512	44.55	4.0	8.28
273	tf_efficientnet_lite1	240	6635.79	77.145	512	5.42	0.62	10.14
274	mobilenetv4_conv_medium	320	6583.91	77.754	512	9.72	1.71	11.84
275	efficientnetv2_rw_t	224	6565.65	77.969	512	13.65	1.93	9.94
276	convnext_femto_ols	288	6547.48	78.187	512	5.23	1.35	8.06
277	rexnet_130	224	6526.53	78.43	512	7.56	0.68	9.71
278	resnet34	288	6472.85	79.088	512	21.8	6.07	6.18
279	hgnet_tiny	224	6467.95	79.144	512	14.74	4.54	6.36
280	hgnetv2_b0	288	6455.26	79.302	512	6.0	0.54	3.51
281	regnetz_b16	224	6447.12	79.403	512	9.72	1.45	9.95
282	mobilenetv2_120d	224	6441.08	79.477	512	5.83	0.69	11.97
283	regnetx_016	224	6438.32	79.508	512	9.19	1.62	7.93
284	fbnetv3_d	256	6406.47	79.904	512	10.31	0.68	11.1
285	nf_resnet26	224	6382.33	80.21	512	16.0	2.41	7.35
286	repvgg_a2	224	6357.34	80.526	512	28.21	5.7	6.26
287	convnext_nano	224	6328.61	80.891	512	15.59	2.46	8.37
288	gmlp_ti16_224	224	6311.2	81.105	512	5.87	1.34	7.55
289	cs3darknet_focus_l	256	6269.67	81.648	512	21.15	4.66	8.03
290	efficientnet_cc_b0_4e	224	6251.35	81.891	512	13.31	0.41	9.42
291	efficientnet_cc_b0_8e	224	6215.22	82.367	512	24.01	0.42	9.42
292	tf_efficientnetv2_b2	260	6193.92	82.64	512	10.1	1.72	9.84
293	gc_efficientnetv2_rw_t	224	6186.72	82.746	512	13.68	1.94	9.97
294	rexnetr_150	224	6134.63	83.448	512	9.78	0.89	11.13
295	tf_efficientnetv2_b3	240	6104.76	83.857	512	14.36	1.93	9.95
296	mobilenet_edgetpu_v2_m	256	6098.85	83.937	512	8.46	2.42	10.65
297	vit_relpos_base_patch32_plus_rpn_256	256	6094.72	83.988	512	119.42	7.68	8.01
298	edgenext_x_small	288	6092.28	84.029	512	2.34	0.68	7.5
299	mobilenetv4_conv_large	256	6067.97	84.365	512	32.59	2.86	12.14
300	efficientformer_l1	224	6062.02	84.445	512	12.29	1.3	5.53
301	resnext26ts	256	6061.47	84.453	512	10.3	2.43	10.52
302	cs3darknet_l	256	6032.27	84.863	512	21.16	4.86	8.55
303	vit_base_patch32_plus_256	256	5971.26	85.733	512	119.48	7.79	7.76
304	convnext_nano_ols	224	5948.71	86.056	512	15.65	2.65	9.38
305	ghostnetv2_130	224	5943.44	86.13	512	8.96	0.28	5.9
306	mobilenetv4_conv_blur_medium	256	5900.5	86.749	512	9.72	1.59	11.2
307	legacy_seresnext26_32x4d	224	5892.27	86.881	512	16.79	2.49	9.39
308	dpn48b	224	5891.72	86.887	512	9.13	1.69	8.92
309	seresnet34	288	5881.41	87.035	512	21.96	6.07	6.18
310	seresnext26ts	256	5849.56	87.514	512	10.39	2.43	10.52
311	efficientnet_b1	240	5837.99	87.69	512	7.79	0.71	10.88
312	resnet34d	288	5818.74	87.977	512	21.82	6.47	7.51
313	efficientnet_lite2	260	5818.57	87.978	512	6.09	0.89	12.9
314	eca_resnext26ts	256	5802.09	88.223	512	10.3	2.43	10.52
315	regnety_016	224	5793.48	88.359	512	11.2	1.63	8.04
316	gcresnext26ts	256	5763.43	88.824	512	10.48	2.43	10.53
317	vit_tiny_patch16_384	384	5757.61	88.914	512	5.79	4.7	25.39
318	efficientnet_b2_pruned	260	5702.14	89.779	512	8.31	0.73	9.13
319	vovnet39a	224	5696.62	89.864	512	22.6	7.09	6.73
320	convnextv2_femto	224	5691.98	89.939	512	5.23	0.79	4.57
321	selecsls84	224	5690.74	89.959	512	50.95	5.9	7.57
322	rexnet_150	224	5687.06	90.016	512	9.73	0.9	11.21
323	tf_efficientnet_cc_b0_8e	224	5682.69	90.088	512	24.01	0.42	9.42
324	ecaresnet101d_pruned	224	5665.08	90.365	512	24.88	3.48	7.69
325	tf_efficientnet_cc_b0_4e	224	5643.92	90.706	512	13.31	0.41	9.42
326	edgenext_small	256	5629.75	90.933	512	5.59	1.26	9.07
327	hgnetv2_b2	224	5618.6	91.112	512	11.22	1.15	4.12
328	cs3sedarknet_l	256	5560.82	92.057	512	21.91	4.86	8.56
329	mobilevitv2_075	256	5556.74	92.127	512	2.87	1.05	12.06
330	mobilenetv3_large_150d	256	5555.16	92.154	512	14.62	1.03	12.35
331	resnet26t	256	5542.61	92.362	512	16.01	3.35	10.52
332	ecaresnetlight	224	5507.77	92.947	512	30.16	4.11	8.42
333	mobilenetv4_hybrid_large_075	256	5460.28	93.755	512	22.75	2.06	11.64
334	ecaresnext26t_32x4d	224	5449.2	93.946	512	15.41	2.7	10.09
335	seresnext26t_32x4d	224	5447.15	93.982	512	16.81	2.7	10.09
336	ecaresnext50t_32x4d	224	5446.35	93.994	512	15.41	2.7	10.09
337	tresnet_m	224	5412.07	94.592	512	31.39	5.75	7.31
338	resnetv2_50	224	5404.87	94.714	512	25.55	4.11	11.11
339	seresnext26d_32x4d	224	5399.24	94.813	512	16.81	2.73	10.19
340	resnet101	176	5394.96	94.89	512	44.55	4.92	10.08
341	ese_vovnet39b	224	5390.43	94.971	512	24.57	7.09	6.74
342	eca_vovnet39b	224	5385.97	95.049	512	22.6	7.09	6.74
343	hrnet_w18_small_v2	224	5368.46	95.35	512	15.6	2.62	9.65
344	resnetaa34d	288	5316.61	96.29	512	21.82	7.33	8.38
345	nf_regnet_b2	272	5315.32	96.311	512	14.31	1.22	9.27
346	nf_regnet_b1	288	5308.87	96.43	512	10.22	1.02	9.2
347	tf_efficientnet_b1	240	5299.34	96.602	512	7.79	0.71	10.88
348	nf_ecaresnet26	224	5277.07	97.012	512	16.0	2.41	7.36
349	nf_seresnet26	224	5268.95	97.161	512	17.4	2.41	7.36
350	sam2_hiera_tiny	224	5256.88	97.382	512	26.85	4.91	17.12
351	convnext_pico	288	5236.48	97.762	512	9.05	2.27	10.08
352	wide_resnet50_2	176	5230.3	97.88	512	68.88	7.29	8.97
353	efficientvit_b1	288	5209.57	98.268	512	9.1	0.87	11.96
354	poolformer_s12	224	5207.23	98.311	512	11.92	1.82	5.53
355	pvt_v2_b1	224	5204.63	98.361	512	14.01	2.12	15.39
356	vit_small_resnet26d_224	224	5184.59	98.741	512	63.61	5.07	11.12
357	vit_medium_patch16_clip_224	224	5164.35	99.127	512	38.59	8.0	15.93
358	tf_efficientnet_lite2	260	5161.3	99.182	512	6.09	0.89	12.9
359	efficientnet_b1	256	5151.08	99.381	512	7.79	0.77	12.22
360	edgenext_small_rw	256	5138.37	99.63	512	7.83	1.58	9.51
361	resnet50	224	5088.39	100.61	512	25.56	4.11	11.11
362	convnext_pico_ols	288	5080.05	100.773	512	9.06	2.37	10.74
363	dpn68	224	5063.18	101.109	512	12.61	2.35	10.47
364	resnet32ts	256	5060.8	101.156	512	17.96	4.63	11.58
365	dla60	224	5050.11	101.367	512	22.04	4.26	10.16
366	efficientnet_em	240	5043.39	101.506	512	6.9	3.04	14.34
367	levit_512	224	5027.38	101.83	512	95.17	5.64	10.22
368	resnetv2_50t	224	5027.34	101.829	512	25.57	4.32	11.82
369	resnet33ts	256	5009.72	102.19	512	19.68	4.76	11.66
370	resnetv2_50d	224	4991.23	102.566	512	25.57	4.35	11.92
371	mixnet_m	224	4990.08	102.58	512	5.01	0.36	8.19
372	vgg11	224	4978.9	102.821	512	132.86	7.61	7.44
373	mobilevit_xs	256	4974.99	102.897	512	2.32	1.05	16.33
374	eca_botnext26ts_256	256	4972.2	102.961	512	10.59	2.46	11.6
375	resnetblur18	288	4952.71	103.365	512	11.69	3.87	5.6
376	repvit_m3	224	4952.4	103.372	512	10.68	1.89	13.94
377	vit_little_patch16_reg1_gap_256	256	4899.59	104.486	512	22.52	6.27	18.06
378	crossvit_small_240	240	4895.55	104.569	512	26.86	5.63	18.17
379	regnetv_040	224	4894.19	104.6	512	20.64	4.0	12.29
380	efficientnet_b2	256	4887.72	104.739	512	9.11	0.89	12.81
381	dpn68b	224	4887.43	104.743	512	12.61	2.35	10.47
382	resnest14d	224	4875.39	105.004	512	10.61	2.76	7.33
383	cs3darknet_focus_l	288	4864.5	105.235	512	21.15	5.9	10.16
384	coatnext_nano_rw_224	224	4863.57	105.26	512	14.7	2.47	12.8
385	resnet50c	224	4858.01	105.38	512	25.58	4.35	11.92
386	vovnet57a	224	4855.98	105.421	512	36.64	8.95	7.52
387	vit_little_patch16_reg4_gap_256	256	4854.62	105.455	512	22.52	6.35	18.33
388	ecaresnet26t	256	4847.81	105.603	512	16.01	3.35	10.53
389	convnext_tiny	224	4844.53	105.672	512	28.59	4.47	13.44
390	coatnet_pico_rw_224	224	4838.76	105.799	512	10.85	2.05	14.62
391	regnety_040	224	4833.84	105.901	512	20.65	4.0	12.29
392	ese_vovnet19b_dw	288	4833.57	105.914	512	6.54	2.22	13.63
393	eca_resnet33ts	256	4814.31	106.335	512	19.68	4.76	11.66
394	seresnet33ts	256	4808.69	106.463	512	19.78	4.76	11.66
395	tf_mixnet_m	224	4798.12	106.693	512	5.01	0.36	8.19
396	eca_halonext26ts	256	4798.11	106.697	512	10.76	2.44	11.46
397	tf_efficientnet_em	240	4792.58	106.819	512	6.9	3.04	14.34
398	resnet26	288	4751.95	107.731	512	16.0	3.9	12.15
399	botnet26t_256	256	4750.9	107.757	512	12.49	3.32	11.98
400	resnet50t	224	4740.57	107.989	512	25.57	4.32	11.82
401	hgnetv2_b1	288	4740.36	107.996	512	6.34	0.82	4.51
402	gcresnet33ts	256	4729.63	108.241	512	19.88	4.76	11.68
403	resnet152	160	4727.44	108.291	512	60.19	5.9	11.51
404	resnet50d	224	4716.19	108.549	512	25.58	4.35	11.92
405	levit_512d	224	4713.6	108.608	512	92.5	5.85	11.3
406	fbnetv3_g	240	4705.48	108.797	512	16.62	1.28	14.87
407	cs3darknet_l	288	4693.2	109.078	512	21.16	6.16	10.83
408	resnext26ts	288	4684.61	109.274	512	10.3	3.07	13.31
409	bat_resnext26ts	256	4683.78	109.296	512	10.73	2.53	12.51
410	ghostnetv2_160	224	4679.39	109.403	512	12.39	0.42	7.23
411	levit_conv_512	224	4673.9	109.533	512	95.17	5.64	10.22
412	resnetaa50	224	4670.85	109.603	512	25.56	5.15	11.64
413	vit_relpos_medium_patch16_rpn_224	224	4656.87	109.924	512	38.73	7.97	17.02
414	deit3_medium_patch16_224	224	4656.19	109.948	512	38.85	8.0	15.93
415	vit_relpos_medium_patch16_224	224	4644.51	110.223	512	38.75	7.97	17.02
416	vit_srelpos_medium_patch16_224	224	4622.27	110.755	512	38.74	7.96	16.21
417	halonet26t	256	4618.99	110.833	512	12.48	3.19	11.69
418	mobileone_s1	224	4610.41	111.041	512	4.83	0.86	9.67
419	vit_relpos_medium_patch16_cls_224	224	4602.22	111.238	512	38.76	8.03	18.24
420	hgnetv2_b3	224	4595.96	111.389	512	16.29	1.78	5.07
421	ese_vovnet57b	224	4572.59	111.957	512	38.61	8.95	7.52
422	crossvit_15_240	240	4566.76	112.099	512	27.53	5.81	19.77
423	efficientnet_b3_pruned	300	4556.39	112.357	512	9.86	1.04	11.86
424	convit_tiny	224	4550.29	112.508	512	5.71	1.26	7.94
425	vit_small_r26_s32_224	224	4547.12	112.585	512	36.43	3.56	9.85
426	coat_lite_tiny	224	4545.49	112.628	512	5.72	1.6	11.65
427	seresnext26ts	288	4515.14	113.381	512	10.39	3.07	13.32
428	rexnetr_200	224	4479.28	114.291	512	16.52	1.59	15.11
429	eca_resnext26ts	288	4469.0	114.55	512	10.3	3.07	13.32
430	hiera_tiny_224	224	4466.63	114.616	512	27.91	4.91	17.13
431	gcresnext26ts	288	4454.09	114.939	512	10.48	3.07	13.33
432	mobilenetv4_hybrid_medium	320	4442.05	115.247	512	11.07	2.05	14.36
433	legacy_seresnet50	224	4439.83	115.307	512	28.09	3.88	10.6
434	coatnet_nano_cc_224	224	4438.79	115.334	512	13.76	2.24	15.02
435	coatnet_nano_rw_224	224	4405.71	116.2	512	15.14	2.41	15.41
436	res2net50_48w_2s	224	4402.09	116.289	512	25.29	4.18	11.72
437	levit_conv_512d	224	4399.04	116.376	512	92.5	5.85	11.3
438	skresnet34	224	4398.47	116.391	512	22.28	3.67	5.13
439	hgnet_small	224	4394.42	116.497	512	24.36	8.53	8.79
440	crossvit_15_dagger_240	240	4382.25	116.812	512	28.21	6.13	20.43
441	regnetx_032	224	4377.92	116.931	512	15.3	3.2	11.37
442	vit_base_resnet26d_224	224	4364.66	117.293	512	101.4	6.97	13.16
443	inception_v3	299	4356.9	117.497	512	23.83	5.73	8.97
444	resnetaa50d	224	4354.22	117.574	512	25.58	5.39	12.44
445	resnet50_clip_gap	224	4352.18	117.625	512	23.53	5.39	12.44
446	cs3sedarknet_l	288	4319.09	118.528	512	21.91	6.16	10.83
447	visformer_small	224	4314.89	118.648	512	40.22	4.88	11.43
448	tiny_vit_21m_224	224	4303.48	118.951	512	33.22	4.29	20.08
449	xcit_tiny_24_p16_224	224	4297.86	119.115	512	12.12	2.34	11.82
450	coat_lite_mini	224	4294.71	119.204	512	11.01	2.0	12.25
451	rexnet_200	224	4286.19	119.439	512	16.37	1.56	14.91
452	seresnet50	224	4275.51	119.739	512	28.09	4.11	11.13
453	vgg11_bn	224	4269.7	119.903	512	132.87	7.62	7.44
454	resnet26d	288	4243.79	120.634	512	16.01	4.29	13.48
455	repvit_m1_5	224	4236.5	120.842	512	14.64	2.31	15.7
456	hgnetv2_b5	224	4234.4	120.895	512	39.57	6.56	11.19
457	resnext50_32x4d	224	4219.51	121.328	512	25.03	4.26	14.4
458	hgnetv2_b4	288	4217.35	121.378	512	19.8	4.54	11.08
459	dla60x	224	4205.32	121.737	512	17.35	3.54	13.8
460	convnextv2_pico	224	4204.11	121.769	512	9.07	1.37	6.1
461	efficientvit_b2	224	4171.44	122.725	512	24.33	1.6	14.62
462	resnet50s	224	4166.01	122.887	512	25.68	5.47	13.52
463	haloregnetz_b	224	4138.03	123.716	512	11.68	1.97	11.94
464	resnet50_clip	224	4125.54	124.093	512	38.32	6.14	12.98
465	vit_medium_patch16_gap_240	240	4100.63	124.847	512	44.4	9.22	18.81
466	tf_efficientnet_b2	260	4099.99	124.866	512	9.11	1.02	13.83
467	fastvit_t8	256	4096.16	124.98	512	4.03	0.7	8.63
468	mobilevitv2_100	256	4094.56	125.029	512	4.9	1.84	16.08
469	cs3darknet_focus_x	256	4093.78	125.053	512	35.02	8.03	10.69
470	twins_svt_small	224	4054.15	126.278	512	24.06	2.94	13.75
471	davit_tiny	224	4047.96	126.469	512	28.36	4.54	18.89
472	convnextv2_atto	288	4046.67	126.51	512	3.71	0.91	6.3
473	nf_regnet_b3	288	4045.22	126.557	512	18.59	1.67	11.84
474	ecaresnet50t	224	4041.51	126.672	512	25.57	4.32	11.83
475	ecaresnet50d_pruned	288	4041.28	126.68	512	19.94	4.19	10.61
476	efficientnet_b0_gn	224	4037.71	126.792	512	5.29	0.42	6.75
477	resnetrs50	224	4033.27	126.931	512	35.69	4.48	12.14
478	seresnet50t	224	4031.57	126.983	512	28.1	4.32	11.83
479	efficientnet_b1	288	4029.31	127.056	512	7.79	0.97	15.46
480	resnetv2_50x1_bit	224	4026.74	127.136	512	25.55	4.23	11.11
481	resmlp_24_224	224	4020.57	127.334	512	30.02	5.96	10.91
482	ecaresnet50d	224	4020.32	127.34	512	25.58	4.35	11.93
483	nfnet_f0	192	4017.91	127.416	512	71.49	7.21	10.16
484	eca_nfnet_l0	224	4007.54	127.747	512	24.14	4.35	10.47
485	nfnet_l0	224	3992.6	128.226	512	35.07	4.36	10.47
486	resnet32ts	288	3982.87	128.533	512	17.96	5.86	14.65
487	cspresnet50	256	3967.99	129.011	512	21.62	4.54	11.5
488	resnext50d_32x4d	224	3958.52	129.328	512	25.05	4.5	15.2
489	efficientnet_cc_b1_8e	240	3942.69	129.849	512	39.72	0.75	15.44
490	resnet33ts	288	3941.35	129.892	512	19.68	6.02	14.75
491	convnext_tiny_hnf	224	3937.17	130.024	512	28.59	4.47	13.44
492	cs3darknet_x	256	3921.43	130.548	512	35.05	8.38	11.35
493	densenet121	224	3896.08	131.4	512	7.98	2.87	6.9
494	regnety_032	224	3890.61	131.586	512	19.44	3.2	11.26
495	efficientnet_b0_g8_gn	224	3878.78	131.986	512	6.56	0.66	6.75
496	res2net50_26w_4s	224	3870.41	132.27	512	25.7	4.28	12.61
497	repvgg_b1g4	224	3868.8	132.327	512	39.97	8.15	10.64
498	res2next50	224	3866.11	132.415	512	24.67	4.2	13.71
499	dla60_res2net	224	3861.83	132.566	512	20.85	4.15	12.34
500	efficientnet_b2	288	3845.58	133.127	512	9.11	1.12	16.2
501	dla60_res2next	224	3838.79	133.361	512	17.03	3.49	13.17
502	cspresnet50w	256	3836.45	133.436	512	28.12	5.04	12.19
503	mobilevit_s	256	3831.13	133.628	512	5.58	2.03	19.94
504	resnet152	176	3829.91	133.671	512	60.19	7.22	13.99
505	convnext_nano	288	3829.8	133.676	512	15.59	4.06	13.84
506	regnetz_b16	288	3824.0	133.877	512	9.72	2.39	16.43
507	nextvit_small	224	3822.2	133.942	512	31.76	5.81	18.44
508	mobileone_s2	224	3813.62	134.241	512	7.88	1.34	11.55
509	twins_pcpvt_small	224	3810.76	134.343	512	24.11	3.83	18.08
510	lambda_resnet26rpt_256	256	3805.0	134.547	512	10.99	3.16	11.87
511	cspresnet50d	256	3804.58	134.553	512	21.64	4.86	12.55
512	res2net50_14w_8s	224	3794.91	134.892	512	25.06	4.21	13.28
513	efficientvit_l1	224	3793.97	134.935	512	52.65	5.27	15.85
514	maxvit_pico_rw_256	256	3785.35	135.245	512	7.46	1.83	22.3
515	regnetz_c16	256	3784.6	135.273	512	13.46	2.51	16.57
516	efficientnetv2_rw_t	288	3781.16	135.396	512	13.65	3.19	16.42
517	seresnet33ts	288	3779.91	135.437	512	19.78	6.02	14.76
518	coatnet_rmlp_nano_rw_224	224	3777.49	135.526	512	15.15	2.62	20.34
519	maxvit_rmlp_pico_rw_256	256	3774.75	135.625	512	7.52	1.85	24.86
520	regnetx_040	224	3770.28	135.785	512	22.12	3.99	12.2
521	resnetblur50	224	3766.24	135.931	512	25.56	5.16	12.02
522	hgnet_tiny	288	3750.33	136.507	512	14.74	7.51	10.51
523	seresnetaa50d	224	3749.26	136.547	512	28.11	5.4	12.46
524	gcresnext50ts	256	3748.73	136.567	512	15.67	3.75	15.46
525	gcresnet50t	256	3737.26	136.986	512	25.9	5.42	14.67
526	tf_efficientnetv2_b3	300	3732.39	137.164	512	14.36	3.04	15.74
527	gcresnet33ts	288	3730.72	137.226	512	19.88	6.02	14.78
528	mobilenetv4_conv_large	320	3729.46	137.261	512	32.59	4.47	18.97
529	gcvit_xxtiny	224	3724.74	137.446	512	12.0	2.14	15.36
530	xcit_nano_12_p16_384	384	3719.39	137.643	512	3.05	1.64	12.15
531	mixnet_l	224	3706.35	138.118	512	7.33	0.58	10.84
532	gmixer_24_224	224	3700.37	138.35	512	24.72	5.28	14.45
533	tf_efficientnet_cc_b1_8e	240	3698.23	138.433	512	39.72	0.75	15.44
534	mobileone_s0	224	3695.13	138.546	512	5.29	1.09	15.48
535	hiera_small_224	224	3688.01	138.815	512	35.01	6.42	20.75
536	inception_next_tiny	224	3669.77	139.505	512	28.06	4.19	11.98
537	darknet53	256	3656.81	139.987	512	41.61	9.31	12.39
538	eca_resnet33ts	288	3656.44	140.002	512	19.68	6.02	14.76
539	resnet51q	256	3652.14	140.176	512	35.7	6.38	16.55
540	coatnet_0_rw_224	224	3650.72	140.225	512	27.44	4.43	18.73
541	legacy_seresnext50_32x4d	224	3646.33	140.404	512	27.56	4.26	14.42
542	res2net50d	224	3644.05	140.488	512	25.72	4.52	13.41
543	seresnext50_32x4d	224	3641.64	140.579	512	27.56	4.26	14.42
544	vit_medium_patch16_gap_256	256	3640.49	140.628	512	38.86	10.59	22.15
545	gc_efficientnetv2_rw_t	288	3639.71	140.657	512	13.68	3.2	16.45
546	vit_base_patch32_384	384	3635.68	140.814	512	88.3	13.06	16.5
547	vit_base_patch32_clip_384	384	3633.18	140.91	512	88.3	13.06	16.5
548	resnetrs101	192	3609.77	141.824	512	63.62	6.04	12.7
549	darknetaa53	256	3608.53	141.868	512	36.02	7.97	12.39
550	cs3sedarknet_x	256	3607.12	141.918	512	35.4	8.38	11.35
551	tf_mixnet_l	224	3591.49	142.547	512	7.33	0.58	10.84
552	edgenext_small	320	3557.62	143.904	512	5.59	1.97	14.16
553	resnetblur50d	224	3555.32	143.996	512	25.58	5.4	12.82
554	vit_base_r26_s32_224	224	3550.43	144.195	512	101.38	6.81	12.36
555	convnext_nano_ols	288	3546.6	144.351	512	15.65	4.38	15.5
556	mobilenetv3_large_150d	320	3539.35	144.647	512	14.62	1.61	19.29
557	vit_medium_patch16_reg1_gap_256	256	3508.51	145.916	512	38.88	10.63	22.26
558	vgg13	224	3498.85	146.321	512	133.05	11.31	12.25
559	resnet26t	320	3498.14	146.349	512	16.01	5.24	16.44
560	resnest26d	224	3480.3	147.101	512	17.07	3.64	9.97
561	vit_medium_patch16_reg4_gap_256	256	3477.69	147.213	512	38.88	10.76	22.6
562	vit_large_patch32_224	224	3463.8	147.8	512	305.51	15.39	13.3
563	resnetv2_101	224	3460.77	147.93	512	44.54	7.83	16.23
564	xcit_small_12_p16_224	224	3440.46	148.803	512	26.25	4.82	12.58
565	hieradet_small	256	3437.33	148.94	512	34.72	8.51	27.76
566	convnextv2_femto	288	3432.62	149.144	512	5.23	1.3	7.56
567	resnet61q	256	3430.48	149.237	512	36.85	7.8	17.01
568	efficientnet_lite3	300	3422.52	149.581	512	8.2	1.65	21.85
569	densenetblur121d	224	3387.08	151.149	512	8.0	3.11	7.9
570	edgenext_base	256	3353.12	152.68	512	18.51	3.85	15.58
571	resnet101	224	3320.94	154.16	512	44.55	7.83	16.23
572	vit_base_resnet50d_224	224	3313.04	154.527	512	110.97	8.73	16.92
573	cspresnext50	256	3309.23	154.7	512	20.57	4.05	15.86
574	resnet50_mlp	256	3304.29	154.934	512	26.65	7.05	16.25
575	crossvit_18_240	240	3297.72	155.242	512	43.27	9.05	26.26
576	resnetv2_101d	224	3282.49	155.964	512	44.56	8.07	17.04
577	wide_resnet50_2	224	3280.9	156.042	512	68.88	11.43	14.4
578	hgnetv2_b2	288	3279.23	156.12	512	11.22	1.89	6.8
579	edgenext_small_rw	320	3277.42	156.207	512	7.83	2.46	14.85
580	dla102	224	3273.77	156.379	512	33.27	7.19	14.18
581	regnetx_080	224	3273.2	156.408	512	39.57	8.02	14.06
582	focalnet_tiny_srf	224	3262.86	156.903	512	28.43	4.42	16.32
583	cs3edgenet_x	256	3259.76	157.05	512	47.82	11.53	12.92
584	densenet169	224	3257.61	157.156	512	14.15	3.4	7.3
585	repvgg_b1	224	3252.46	157.405	512	57.42	13.16	10.64
586	ecaresnetlight	288	3245.31	157.753	512	30.16	6.79	13.91
587	coatnet_bn_0_rw_224	224	3244.97	157.769	512	27.44	4.67	22.04
588	hrnet_w18_ssld	224	3243.03	157.865	512	21.3	4.32	16.31
589	fbnetv3_g	288	3240.2	158.003	512	16.62	1.77	21.09
590	nf_regnet_b3	320	3237.1	158.154	512	18.59	2.05	14.61
591	seresnext26t_32x4d	288	3235.31	158.238	512	16.81	4.46	16.68
592	coatnet_rmlp_0_rw_224	224	3235.0	158.255	512	27.45	4.72	24.89
593	mobilevitv2_125	256	3226.23	158.687	512	7.48	2.86	20.1
594	hrnet_w18	224	3222.49	158.851	512	21.3	4.32	16.31
595	resnet101c	224	3220.87	158.948	512	44.57	8.08	17.04
596	eva02_small_patch14_224	224	3219.95	158.996	512	21.62	6.14	18.28
597	dm_nfnet_f0	192	3211.06	159.436	512	71.49	7.21	10.16
598	seresnext26d_32x4d	288	3205.61	159.698	512	16.81	4.51	16.85
599	pit_b_224	224	3203.54	159.809	512	73.76	12.42	32.94
600	ese_vovnet39b	288	3197.44	160.116	512	24.57	11.71	11.13
601	resnetv2_50	288	3191.29	160.421	512	25.55	6.79	18.37
602	pit_b_distilled_224	224	3189.97	160.488	512	74.79	12.5	33.07
603	nf_seresnet50	224	3183.77	160.801	512	28.09	4.21	11.13
604	nf_ecaresnet50	224	3182.04	160.888	512	25.56	4.21	11.13
605	poolformerv2_s12	224	3173.35	161.331	512	11.89	1.83	5.53
606	crossvit_18_dagger_240	240	3169.03	161.547	512	44.27	9.5	27.03
607	efficientvit_b2	256	3168.98	161.551	512	24.33	2.09	19.03
608	ecaresnet101d_pruned	288	3165.16	161.747	512	24.88	5.75	12.71
609	wide_resnet101_2	176	3159.16	162.057	512	126.89	14.31	13.18
610	resnet101d	224	3154.71	162.283	512	44.57	8.08	17.04
611	mobileone_s3	224	3137.93	163.149	512	10.17	1.94	13.85
612	rdnet_tiny	224	3116.85	164.255	512	23.86	5.06	15.98
613	ecaresnet50t	256	3090.6	165.649	512	25.57	5.64	15.45
614	cs3darknet_x	288	3089.12	165.725	512	35.05	10.6	14.36
615	pvt_v2_b2	224	3075.64	166.454	512	25.36	4.05	27.53
616	ecaresnet26t	320	3068.22	166.857	512	16.01	5.24	16.44
617	convnextv2_nano	224	3060.53	167.274	512	15.62	2.46	8.37
618	gmlp_s16_224	224	3054.3	167.617	512	19.42	4.42	15.1
619	eva02_tiny_patch14_336	336	3045.61	168.099	512	5.76	4.68	27.16
620	tf_efficientnet_lite3	300	3034.72	168.698	512	8.2	1.65	21.85
621	nf_resnet50	256	3032.36	168.828	512	25.56	5.46	14.52
622	resnest50d_1s4x24d	224	3022.48	169.381	512	25.68	4.43	13.57
623	efficientnetv2_s	288	3014.62	169.825	512	21.46	4.75	20.13
624	efficientvit_l2	224	3006.41	170.285	512	63.71	6.97	19.58
625	sehalonet33ts	256	3003.76	170.438	512	13.69	3.55	14.7
626	resnet50	288	3001.95	170.541	512	25.56	6.8	18.37
627	rexnetr_300	224	2999.93	170.656	512	34.81	3.39	22.16
628	resnetaa101d	224	2990.5	171.195	512	44.57	9.12	17.56
629	resnet101_clip_gap	224	2990.13	171.215	512	42.52	9.11	17.56
630	focalnet_tiny_lrf	224	2989.28	171.265	512	28.65	4.49	17.76
631	mobilenetv4_hybrid_medium	384	2986.24	171.437	512	11.07	3.01	21.18
632	convnext_small	224	2979.27	171.842	512	50.22	8.71	21.56
633	skresnet50	224	2972.51	172.23	512	25.8	4.11	12.5
634	nextvit_base	224	2953.28	173.349	512	44.82	8.29	23.71
635	res2net50_26w_6s	224	2950.38	173.519	512	37.05	6.33	15.28
636	convnext_tiny	288	2942.29	174.001	512	28.59	7.39	22.21
637	vgg13_bn	224	2930.98	174.674	512	133.05	11.33	12.25
638	gcresnet50t	288	2928.81	174.801	512	25.9	6.86	18.57
639	regnetv_040	288	2924.99	175.029	512	20.64	6.6	20.3
640	cs3se_edgenet_x	256	2921.53	175.231	512	50.72	11.53	12.94
641	gcresnext50ts	288	2907.55	176.079	512	15.67	4.75	19.57
642	vgg16	224	2904.86	176.241	512	138.36	15.47	13.56
643	gcvit_xtiny	224	2901.49	176.449	512	19.98	2.93	20.26
644	resnet101s	224	2898.69	176.618	512	44.67	9.19	18.64
645	dpn68b	288	2892.89	176.97	512	12.61	3.89	17.3
646	resnext101_32x8d	176	2887.72	177.288	512	88.79	10.33	19.37
647	efficientnet_b3	288	2886.07	177.389	512	12.23	1.63	21.49
648	resnet101_clip	224	2884.25	177.502	512	56.26	9.81	18.08
649	resnet51q	288	2880.39	177.741	512	35.7	8.07	20.94
650	tresnet_v2_l	224	2874.87	178.082	512	46.17	8.85	16.34
651	regnety_040	288	2873.78	178.146	512	20.65	6.61	20.3
652	darknet53	288	2865.69	178.639	512	41.61	11.78	15.68
653	efficientnetv2_rw_s	288	2865.52	178.661	512	23.94	4.91	21.41
654	vit_base_patch16_siglip_gap_224	224	2859.98	179.01	512	85.8	17.49	23.75
655	fastvit_t12	256	2859.48	179.037	512	7.55	1.42	12.42
656	vit_base_patch16_224_miil	224	2846.99	179.826	512	94.4	17.59	23.91
657	deit_base_patch16_224	224	2846.84	179.834	512	86.57	17.58	23.9
658	skresnet50d	224	2843.8	180.027	512	25.82	4.36	13.31
659	vit_base_patch16_224	224	2843.0	180.077	512	86.57	17.58	23.9
660	vit_base_patch16_clip_224	224	2840.98	180.206	512	86.57	17.58	23.9
661	xcit_nano_12_p8_224	224	2838.89	180.339	512	3.05	2.16	15.71
662	mixer_b16_224	224	2837.28	180.433	512	59.88	12.62	14.53
663	vitamin_small_224	224	2831.28	180.823	512	22.03	5.92	26.38
664	vit_base_patch16_siglip_224	224	2830.29	180.883	512	92.88	17.73	24.06
665	darknetaa53	288	2829.22	180.948	512	36.02	10.08	15.68
666	deit_base_distilled_patch16_224	224	2828.65	180.986	512	87.34	17.68	24.05
667	legacy_seresnet101	224	2827.17	181.086	512	49.33	7.61	15.74
668	regnetx_064	224	2812.17	182.051	512	26.21	6.49	16.37
669	resnet50t	288	2809.9	182.199	512	25.57	7.14	19.53
670	vit_base_mci_224	224	2809.18	182.246	512	86.35	17.73	24.65
671	cs3sedarknet_x	288	2809.03	182.251	512	35.4	10.6	14.37
672	nest_tiny	224	2808.71	182.275	512	17.06	5.83	25.48
673	resnet50d	288	2794.35	183.212	512	25.58	7.19	19.7
674	volo_d1_224	224	2792.28	183.348	512	26.63	6.94	24.43
675	resnetaa50	288	2787.79	183.642	512	25.56	8.52	19.24
676	maxxvit_rmlp_nano_rw_256	256	2787.18	183.665	512	16.78	4.37	26.05
677	dla102x	224	2778.92	184.23	512	26.31	5.89	19.42
678	vit_base_patch16_gap_224	224	2767.32	185.003	512	86.57	17.49	25.59
679	sequencer2d_s	224	2764.98	185.16	512	27.65	4.96	11.31
680	nest_tiny_jx	224	2762.24	185.343	512	17.06	5.83	25.48
681	seresnet101	224	2762.13	185.343	512	49.33	7.84	16.27
682	efficientformer_l3	224	2749.8	186.18	512	31.41	3.93	12.01
683	resnext101_32x4d	224	2746.89	186.38	512	44.18	8.01	21.23
684	swin_tiny_patch4_window7_224	224	2744.11	186.57	512	28.29	4.51	17.06
685	cs3sedarknet_xdw	256	2728.51	187.612	512	21.6	5.97	17.18
686	fastvit_sa12	256	2725.03	187.874	512	11.58	1.96	14.03
687	ese_vovnet99b	224	2723.96	187.941	512	63.2	16.51	11.27
688	fastvit_s12	256	2721.82	188.087	512	9.47	1.82	13.67
689	resnet61q	288	2721.04	188.149	512	36.85	9.87	21.52
690	twins_pcpvt_base	224	2714.36	188.612	512	43.83	6.68	25.25
691	beit_base_patch16_224	224	2706.18	189.182	512	86.53	17.58	23.9
692	vit_base_patch32_clip_448	448	2701.0	189.546	512	88.34	17.93	23.9
693	resmlp_36_224	224	2696.43	189.864	512	44.69	8.91	16.33
694	tresnet_l	224	2694.34	190.016	512	55.99	10.9	11.9
695	beitv2_base_patch16_224	224	2693.77	190.055	512	86.53	17.58	23.9
696	rexnetr_200	288	2689.11	190.383	512	16.52	2.62	24.96
697	rexnet_300	224	2684.56	190.707	512	34.71	3.44	22.4
698	pvt_v2_b2_li	224	2681.31	190.936	512	22.55	3.91	27.6
699	maxxvitv2_nano_rw_256	256	2667.75	191.907	512	23.7	6.26	23.05
700	mobilevitv2_150	256	2662.33	192.301	512	10.59	4.09	24.11
701	ecaresnet101d	224	2660.63	192.423	512	44.57	8.08	17.07
702	cspdarknet53	256	2655.45	192.786	512	27.64	6.57	16.81
703	poolformer_s24	224	2646.59	193.442	512	21.39	3.41	10.68
704	vit_base_patch16_rpn_224	224	2645.68	193.504	512	86.54	17.49	23.75
705	cait_xxs24_224	224	2634.11	194.359	512	11.96	2.53	20.29
706	mobilenetv4_conv_large	384	2634.1	194.358	512	32.59	6.43	27.31
707	mixnet_xl	224	2620.78	195.34	512	11.9	0.93	14.57
708	deit3_base_patch16_224	224	2617.49	195.593	512	86.59	17.58	23.9
709	maxvit_tiny_rw_224	224	2616.24	195.687	512	29.06	5.11	33.11
710	vit_relpos_base_patch16_rpn_224	224	2614.87	195.79	512	86.41	17.51	24.97
711	vit_relpos_base_patch16_224	224	2608.2	196.291	512	86.43	17.51	24.97
712	resnetaa50d	288	2606.94	196.383	512	25.58	8.92	20.57
713	vit_relpos_base_patch16_clsgap_224	224	2596.29	197.191	512	86.43	17.6	25.12
714	res2net101_26w_4s	224	2594.73	197.298	512	45.21	8.1	18.45
715	resnetblur101d	224	2592.77	197.455	512	44.57	9.12	17.94
716	vit_relpos_base_patch16_cls_224	224	2592.66	197.467	512	86.43	17.6	25.12
717	hgnet_small	288	2591.82	197.53	512	24.36	14.09	14.53
718	tf_efficientnetv2_s	300	2589.86	197.681	512	21.46	5.35	22.73
719	resnetv2_101x1_bit	224	2583.09	198.195	512	44.54	8.04	16.23
720	regnetz_d32	256	2582.87	198.213	512	27.58	5.98	23.74
721	hgnetv2_b3	288	2571.48	199.079	512	16.29	2.94	8.38
722	vit_betwixt_patch16_reg1_gap_256	256	2567.82	199.378	512	60.4	16.32	27.83
723	nf_resnet101	224	2567.19	199.426	512	44.55	8.01	16.23
724	regnetz_d8	256	2566.72	199.463	512	23.37	3.97	23.74
725	sebotnet33ts_256	256	2559.67	200.012	512	13.7	3.89	17.46
726	convnextv2_pico	288	2545.21	201.143	512	9.07	2.27	10.08
727	vit_betwixt_patch16_reg4_gap_256	256	2540.19	201.546	512	60.4	16.52	28.24
728	seresnet50	288	2537.63	201.746	512	28.09	6.8	18.39
729	hgnetv2_b5	288	2531.16	202.26	512	39.57	10.84	18.5
730	mixer_l32_224	224	2528.06	202.513	512	206.94	11.27	19.86
731	cs3edgenet_x	288	2527.64	202.544	512	47.82	14.59	16.36
732	davit_small	224	2525.76	202.697	512	49.75	8.8	30.49
733	regnetz_040	256	2513.52	203.672	512	27.12	4.06	24.19
734	vit_small_patch16_384	384	2513.48	203.688	512	22.2	15.52	50.78
735	regnetz_040_h	256	2511.58	203.823	512	28.94	4.12	24.29
736	xcit_tiny_12_p16_384	384	2508.59	204.083	512	6.72	3.64	18.26
737	efficientvit_b2	288	2500.66	204.73	512	24.33	2.64	24.03
738	densenet201	224	2499.62	204.817	512	20.01	4.34	7.85
739	resnext50_32x4d	288	2498.32	204.925	512	25.03	7.04	23.81
740	res2net101d	224	2492.38	205.404	512	45.23	8.35	19.25
741	flexivit_base	240	2489.7	205.633	512	86.59	20.29	28.36
742	vgg19	224	2485.75	205.96	512	143.67	19.63	14.86
743	vit_small_resnet50d_s16_224	224	2485.28	206.0	512	57.53	13.48	24.82
744	vgg16_bn	224	2469.22	207.339	512	138.37	15.5	13.56
745	coat_lite_small	224	2466.91	207.531	512	19.84	3.96	22.09
746	hiera_base_224	224	2456.41	208.411	512	51.52	9.4	30.42
747	swin_s3_tiny_224	224	2454.84	208.551	512	28.33	4.64	19.13
748	res2net50_26w_8s	224	2448.88	209.049	512	48.4	8.37	17.95
749	regnetz_c16	320	2432.34	210.483	512	13.46	3.92	25.88
750	eca_nfnet_l0	288	2420.75	211.492	512	24.14	7.12	17.29
751	resnetv2_152	224	2415.11	211.982	512	60.19	11.55	22.56
752	nfnet_l0	288	2412.74	212.191	512	35.07	7.13	17.29
753	nextvit_large	224	2408.12	212.596	512	57.87	10.78	28.99
754	repvit_m2_3	224	2406.51	212.743	512	23.69	4.57	26.21
755	regnety_064	224	2405.63	212.821	512	30.58	6.39	16.41
756	ecaresnet50t	288	2404.89	212.887	512	25.57	7.14	19.55
757	regnetv_064	224	2402.43	213.102	512	30.58	6.39	16.41
758	resnet101d	256	2401.57	213.179	512	44.57	10.55	22.25
759	seresnet50t	288	2398.87	213.42	512	28.1	7.14	19.55
760	halonet50ts	256	2395.15	213.751	512	22.73	5.3	19.2
761	nf_regnet_b4	320	2392.51	213.987	512	30.21	3.29	19.88
762	ecaresnet50d	288	2392.47	213.991	512	25.58	7.19	19.72
763	convnext_tiny_hnf	288	2383.27	214.808	512	28.59	7.39	22.21
764	regnety_080	224	2362.59	216.697	512	39.18	8.0	17.97
765	nf_resnet50	288	2360.57	216.882	512	25.56	6.88	18.37
766	tf_efficientnet_b3	300	2360.52	216.883	512	12.23	1.87	23.83
767	seresnext101_32x4d	224	2356.8	217.226	512	48.96	8.02	21.26
768	resnext50d_32x4d	288	2354.66	217.422	512	25.05	7.44	25.13
769	legacy_seresnext101_32x4d	224	2353.24	217.559	512	48.96	8.02	21.26
770	resnet152	224	2347.77	218.062	512	60.19	11.56	22.56
771	vit_small_patch16_36x1_224	224	2346.24	218.206	512	64.67	13.71	35.69
772	resnest50d	224	2340.99	218.697	512	27.48	5.4	14.36
773	mobileone_s4	224	2340.57	218.737	512	14.95	3.04	17.74
774	repvgg_b2	224	2337.11	219.056	512	89.02	20.45	12.9
775	hiera_small_abswin_256	256	2334.48	219.308	512	34.36	8.29	26.38
776	hrnet_w32	224	2333.41	219.405	512	41.23	8.97	22.02
777	efficientnet_b3	320	2331.82	219.556	512	12.23	2.01	26.52
778	vit_base_patch16_clip_quickgelu_224	224	2329.86	219.738	512	86.19	17.58	23.9
779	resnetv2_152d	224	2328.25	219.891	512	60.2	11.8	23.36
780	efficientvit_l2	256	2320.46	220.631	512	63.71	9.09	25.49
781	resnetv2_50d_gn	224	2319.35	220.732	512	25.57	4.38	11.92
782	inception_v4	299	2318.78	220.781	512	42.68	12.28	15.09
783	regnety_032	288	2316.01	221.053	512	19.44	5.29	18.61
784	resnet152c	224	2297.8	222.806	512	60.21	11.8	23.36
785	repvgg_b2g4	224	2294.12	223.163	512	61.76	12.63	12.9
786	densenet121	288	2267.9	225.743	512	7.98	4.74	11.41
787	vit_base_patch16_xp_224	224	2265.93	225.941	512	86.51	17.56	23.9
788	legacy_xception	299	2265.86	225.947	512	22.86	8.4	35.83
789	nfnet_f0	256	2265.35	225.998	512	71.49	12.62	18.05
790	resnet152d	224	2264.89	226.044	512	60.21	11.8	23.36
791	coatnet_rmlp_1_rw_224	224	2261.48	226.371	512	41.69	7.85	35.47
792	mobilevitv2_175	256	2260.07	226.526	512	14.25	5.54	28.13
793	pvt_v2_b3	224	2255.37	227.0	512	45.24	6.92	37.7
794	deit3_small_patch16_384	384	2253.41	227.196	512	22.21	15.52	50.78
795	xception41p	299	2252.41	227.29	512	26.91	9.25	39.86
796	seresnetaa50d	288	2250.46	227.494	512	28.11	8.92	20.59
797	efficientnet_el	300	2247.58	227.785	512	10.59	8.0	30.7
798	vit_medium_patch16_rope_reg1_gap_256	256	2246.95	227.851	512	38.74	10.63	22.26
799	efficientnet_el_pruned	300	2246.64	227.882	512	10.59	8.0	30.7
800	ese_vovnet39b_evos	224	2241.07	228.448	512	24.58	7.07	6.74
801	resnetblur50	288	2230.72	229.506	512	25.56	8.52	19.87
802	inception_next_small	224	2228.86	229.7	512	49.37	8.36	19.27
803	swinv2_cr_tiny_224	224	2222.44	230.365	512	28.33	4.66	28.45
804	vit_small_patch16_18x2_224	224	2220.98	230.512	512	64.67	13.71	35.69
805	maxvit_nano_rw_256	256	2207.5	231.919	512	15.45	4.46	30.28
806	dla169	224	2206.1	232.067	512	53.39	11.6	20.2
807	maxvit_rmlp_nano_rw_256	256	2204.07	232.283	512	15.5	4.47	31.92
808	vit_base_patch16_siglip_gap_256	256	2196.58	233.076	512	85.84	23.13	33.23
809	regnetx_160	224	2194.16	233.329	512	54.28	15.99	25.52
810	swinv2_cr_tiny_ns_224	224	2192.78	233.479	512	28.33	4.66	28.45
811	regnety_080_tv	224	2184.79	234.333	512	39.38	8.51	19.73
812	efficientvit_b3	224	2179.4	234.913	512	48.65	3.99	26.9
813	resnet50_gn	224	2179.17	234.937	512	25.56	4.14	11.11
814	vit_base_patch16_siglip_256	256	2176.19	235.258	512	92.93	23.44	33.63
815	seresnext50_32x4d	288	2170.0	235.928	512	27.56	7.04	23.82
816	rdnet_small	224	2169.02	236.035	512	50.44	8.74	22.55
817	sequencer2d_m	224	2166.41	236.323	512	38.31	6.55	14.26
818	tf_efficientnet_el	300	2156.43	237.414	512	10.59	8.0	30.7
819	mobilenetv4_hybrid_medium	448	2154.42	237.637	512	11.07	4.2	29.64
820	coatnet_1_rw_224	224	2142.22	238.989	512	41.72	8.04	34.6
821	edgenext_base	320	2141.55	239.066	512	18.51	6.01	24.32
822	vgg19_bn	224	2133.62	239.953	512	143.68	19.66	14.86
823	resnet152s	224	2129.43	240.425	512	60.32	12.92	24.96
824	mvitv2_tiny	224	2125.43	240.877	512	24.17	4.7	21.16
825	vit_base_patch16_reg4_gap_256	256	2118.83	241.627	512	86.62	23.5	33.89
826	resnetblur50d	288	2115.44	242.017	512	25.58	8.92	21.19
827	vit_mediumd_patch16_reg4_gap_256	256	2111.48	242.47	512	64.11	17.87	37.57
828	convnextv2_tiny	224	2107.29	242.943	512	28.64	4.47	13.44
829	mobilenetv4_conv_aa_large	384	2105.52	243.157	512	32.59	7.07	32.29
830	maxvit_tiny_tf_224	224	2103.05	243.442	512	30.92	5.6	35.78
831	convnext_base	224	2096.16	244.241	512	88.59	15.38	28.75
832	resnetv2_50d_frn	224	2077.9	246.382	512	25.59	4.33	11.92
833	botnet50ts_256	256	2077.88	246.39	512	22.74	5.54	22.23
834	regnetx_120	224	2069.68	247.365	512	46.11	12.13	21.37
835	coatnet_rmlp_1_rw2_224	224	2068.04	247.549	512	41.72	8.11	40.13
836	convit_small	224	2065.19	247.902	512	27.78	5.76	17.87
837	hrnet_w30	224	2062.37	248.224	512	37.71	8.15	21.21
838	nf_ecaresnet101	224	2050.3	249.705	512	44.55	8.01	16.27
839	nf_seresnet101	224	2045.44	250.297	512	49.33	8.02	16.27
840	coatnet_0_224	224	2040.72	250.864	512	25.04	4.58	24.01
841	resnetv2_101	288	2033.05	251.823	512	44.54	12.94	26.83
842	dpn92	224	2023.11	253.058	512	37.67	6.54	18.21
843	focalnet_small_srf	224	2004.67	255.387	512	49.89	8.62	26.26
844	crossvit_base_240	240	1979.19	258.671	512	105.03	21.22	36.33
845	densenetblur121d	288	1978.97	258.705	512	8.0	5.14	13.06
846	fastvit_mci0	256	1974.2	259.33	512	11.41	2.42	18.29
847	twins_svt_base	224	1973.81	259.382	512	56.07	8.59	26.33
848	hgnetv2_b6	224	1973.41	259.428	512	75.26	16.88	21.23
849	legacy_seresnet152	224	1972.16	259.595	512	66.82	11.33	22.08
850	hiera_base_plus_224	224	1970.81	259.766	512	69.9	12.67	37.98
851	ecaresnet50t	320	1958.88	261.354	512	25.57	8.82	24.13
852	regnety_040_sgn	224	1956.43	261.685	512	20.65	4.03	12.29
853	wide_resnet50_2	288	1954.98	261.88	512	68.88	18.89	23.81
854	resnet101	288	1954.77	261.909	512	44.55	12.95	26.83
855	twins_pcpvt_large	224	1953.99	262.014	512	60.99	9.84	35.82
856	wide_resnet101_2	224	1953.76	262.043	512	126.89	22.8	21.23
857	densenet161	224	1946.37	263.038	512	28.68	7.79	11.06
858	dla102x2	224	1944.36	263.309	512	41.28	9.34	29.91
859	seresnet152	224	1938.57	264.096	512	66.82	11.57	22.61
860	halo2botnet50ts_256	256	1933.79	264.747	512	22.64	5.02	21.78
861	regnety_120	224	1926.91	265.695	512	51.82	12.14	21.38
862	gcvit_tiny	224	1921.55	266.438	512	28.22	4.79	29.82
863	mobilenetv4_conv_large	448	1919.71	266.685	512	32.59	8.75	37.17
864	repvgg_b3g4	224	1914.94	267.358	512	83.83	17.89	15.1
865	skresnext50_32x4d	224	1910.2	268.02	512	27.48	4.5	17.18
866	xcit_tiny_12_p8_224	224	1904.82	268.773	512	6.71	4.81	23.6
867	caformer_s18	224	1897.73	269.774	512	26.34	4.13	19.39
868	regnetz_b16_evos	224	1888.78	271.059	512	9.74	1.43	9.95
869	hgnet_base	224	1879.47	272.399	512	71.58	25.14	15.47
870	maxxvit_rmlp_tiny_rw_256	256	1876.98	272.766	512	29.64	6.66	39.76
871	xception41	299	1871.32	273.587	512	26.97	9.28	39.86
872	cs3se_edgenet_x	320	1859.22	275.361	512	50.72	18.01	20.21
873	hrnet_w18_ssld	288	1859.2	275.374	512	21.3	7.14	26.96
874	tresnet_xl	224	1856.4	275.789	512	78.44	15.2	15.34
875	convnextv2_nano	288	1850.39	276.675	512	15.62	4.06	13.84
876	focalnet_small_lrf	224	1837.71	278.592	512	50.34	8.74	28.61
877	xcit_small_24_p16_224	224	1834.87	279.023	512	47.67	9.1	23.64
878	efficientvit_l2	288	1824.85	280.553	512	63.71	11.51	32.19
879	nest_small	224	1822.19	280.962	512	38.35	10.35	40.04
880	convnext_small	288	1809.03	283.01	512	50.22	14.39	35.65
881	repvgg_b3	224	1809.03	283.005	512	123.09	29.16	15.1
882	resnext101_64x4d	224	1807.89	283.188	512	83.46	15.52	31.21
883	vit_base_patch16_plus_240	240	1806.76	283.363	512	117.56	27.41	33.08
884	vit_relpos_base_patch16_plus_240	240	1802.12	284.093	512	117.38	27.3	34.33
885	nest_small_jx	224	1801.11	284.248	512	38.35	10.35	40.04
886	samvit_base_patch16_224	224	1797.25	284.868	512	86.46	17.54	24.54
887	vit_small_patch8_224	224	1797.1	284.885	512	21.67	22.44	80.84
888	resnext101_32x8d	224	1792.69	285.588	512	88.79	16.48	31.21
889	resnetaa101d	288	1777.27	288.066	512	44.57	15.07	29.03
890	poolformer_s36	224	1773.95	288.607	512	30.86	5.0	15.82
891	vit_large_r50_s32_224	224	1771.48	289.009	512	328.99	19.58	24.41
892	cait_xxs36_224	224	1769.48	289.336	512	17.3	3.77	30.34
893	efficientnet_b4	320	1763.52	290.311	512	19.34	3.13	34.76
894	convformer_s18	224	1757.98	291.227	512	26.77	3.96	15.82
895	davit_base	224	1755.64	291.611	512	87.95	15.51	40.66
896	dpn98	224	1751.0	292.387	512	61.57	11.73	25.2
897	dm_nfnet_f0	256	1740.31	294.174	512	71.49	12.62	18.05
898	mobilenetv4_hybrid_large	384	1735.11	295.061	512	37.76	7.77	34.52
899	eca_nfnet_l1	256	1730.61	295.834	512	41.41	9.62	22.04
900	resnetv2_50d_evos	224	1724.23	296.927	512	25.59	4.33	11.92
901	hrnet_w40	224	1723.16	297.088	512	57.56	12.75	25.29
902	resnet152d	256	1717.79	298.038	512	60.21	15.41	30.51
903	tnt_s_patch16_224	224	1716.84	298.207	512	23.76	5.24	24.37
904	eva02_base_patch16_clip_224	224	1710.74	299.27	512	86.26	17.62	26.32
905	swin_small_patch4_window7_224	224	1706.58	299.999	512	49.61	8.77	27.47
906	inception_resnet_v2	299	1690.61	302.813	512	55.84	13.18	25.06
907	vit_betwixt_patch16_rope_reg4_gap_256	256	1681.28	304.517	512	60.23	16.52	28.24
908	efficientvit_b3	256	1678.52	305.014	512	48.65	5.2	35.01
909	regnety_160	224	1676.75	305.336	512	83.59	15.96	23.04
910	convnext_tiny	384	1663.32	307.803	512	28.59	13.14	39.48
911	xception65p	299	1663.22	307.807	512	39.82	13.91	52.48
912	regnetz_d32	320	1656.99	308.976	512	27.58	9.33	37.08
913	efficientformerv2_s0	224	1656.06	309.153	512	3.6	0.41	5.3
914	efficientnetv2_s	384	1651.63	309.97	512	21.46	8.44	35.77
915	resnet200	224	1649.35	310.41	512	64.67	15.07	32.19
916	nf_regnet_b4	384	1647.49	310.762	512	30.21	4.7	28.61
917	regnetz_d8	320	1642.91	311.627	512	23.37	6.19	37.08
918	nfnet_f1	224	1642.07	311.777	512	132.63	17.87	22.94
919	seresnet101	288	1638.36	312.492	512	49.33	12.95	26.87
920	tf_efficientnetv2_s	384	1634.05	313.314	512	21.46	8.44	35.77
921	regnetz_040	320	1629.96	314.078	512	27.12	6.35	37.78
922	resnext101_32x4d	288	1628.74	314.339	512	44.18	13.24	35.09
923	seresnext101_64x4d	224	1627.86	314.507	512	88.23	15.53	31.25
924	maxvit_tiny_rw_256	256	1627.49	314.58	512	29.07	6.74	44.35
925	maxvit_rmlp_tiny_rw_256	256	1624.07	315.242	512	29.15	6.77	46.92
926	regnetz_040_h	320	1623.42	315.367	512	28.94	6.43	37.94
927	poolformerv2_s24	224	1621.47	315.747	512	21.34	3.42	10.68
928	pvt_v2_b5	224	1619.65	316.103	512	81.96	11.76	50.92
929	seresnext101_32x8d	224	1619.59	316.115	512	93.57	16.48	31.25
930	resnest50d_4s2x40d	224	1617.32	316.558	512	30.42	4.4	17.94
931	efficientnetv2_rw_s	384	1616.73	316.671	512	23.94	8.72	38.03
932	pvt_v2_b4	224	1616.7	316.679	512	62.56	10.14	53.74
933	convnext_base	256	1615.94	316.827	512	88.59	20.09	37.55
934	mvitv2_small	224	1605.45	318.899	512	34.87	7.0	28.08
935	coat_tiny	224	1603.76	319.236	512	5.5	4.35	27.2
936	mobilevitv2_200	256	1595.83	320.821	512	18.45	7.22	32.15
937	swinv2_tiny_window8_256	256	1595.55	320.875	512	28.35	5.96	24.57
938	fastvit_sa24	256	1588.77	322.245	512	21.55	3.8	24.32
939	resnetrs101	288	1587.5	322.503	512	63.62	13.56	28.53
940	vit_base_r50_s16_224	224	1585.43	322.924	512	97.89	21.66	35.28
941	seresnext101d_32x8d	224	1581.7	323.686	512	93.59	16.72	32.05
942	mvitv2_small_cls	224	1581.51	323.728	512	34.87	7.04	28.17
943	ecaresnet101d	288	1578.08	324.428	512	44.57	13.35	28.19
944	inception_next_base	224	1571.68	325.752	512	86.67	14.85	25.69
945	mixnet_xxl	224	1570.27	326.029	512	23.96	2.04	23.43
946	vit_medium_patch16_gap_384	384	1558.61	328.483	512	39.03	26.08	67.54
947	mobilenetv4_conv_aa_large	448	1557.91	328.629	512	32.59	9.63	43.94
948	vit_small_r26_s32_384	384	1549.48	330.418	512	36.47	10.43	29.85
949	efficientformerv2_s1	224	1538.12	332.859	512	6.19	0.67	7.66
950	volo_d2_224	224	1537.61	332.969	512	58.68	14.34	41.34
951	resnetblur101d	288	1534.28	333.687	512	44.57	15.07	29.65
952	resnet101d	320	1514.34	338.086	512	44.57	16.48	34.77
953	rdnet_base	224	1513.06	338.372	512	87.45	15.4	31.14
954	hiera_base_abswin_256	256	1498.55	341.631	512	51.27	12.46	40.7
955	maxvit_rmlp_small_rw_224	224	1496.71	342.069	512	64.9	10.75	49.3
956	seresnextaa101d_32x8d	224	1495.01	342.457	512	93.59	17.25	34.16
957	coatnet_1_224	224	1490.49	343.476	512	42.23	8.7	39.0
958	hrnet_w48_ssld	224	1486.26	344.473	512	77.47	17.34	28.56
959	hrnet_w48	224	1482.42	345.349	512	77.47	17.34	28.56
960	efficientnetv2_m	320	1471.33	347.961	512	54.14	11.01	39.97
961	regnetz_e8	256	1443.64	354.642	512	57.7	9.91	40.94
962	resnetrs152	256	1435.38	356.681	512	86.62	15.59	30.83
963	seresnet152d	256	1433.76	357.085	512	66.84	15.42	30.56
964	focalnet_base_srf	224	1432.2	357.455	512	88.15	15.28	35.01
965	eva02_small_patch14_336	336	1426.95	358.791	512	22.13	15.48	54.33
966	regnety_064	288	1425.13	359.247	512	30.58	10.56	27.11
967	maxvit_tiny_pm_256	256	1425.01	359.276	512	30.09	6.61	47.9
968	regnetv_064	288	1424.51	359.406	512	30.58	10.55	27.11
969	regnety_080	288	1420.63	360.386	512	39.18	13.22	29.69
970	resnet50x4_clip_gap	288	1412.45	362.468	512	65.62	19.57	34.11
971	tiny_vit_21m_384	384	1405.09	364.373	512	21.23	13.77	77.83
972	seresnext101_32x4d	288	1404.5	364.525	512	48.96	13.25	35.12
973	crossvit_15_dagger_408	408	1400.47	365.57	512	28.5	21.45	95.05
974	sequencer2d_l	224	1398.42	366.113	512	54.3	9.74	22.12
975	xception65	299	1384.96	369.654	512	39.92	13.96	52.48
976	resnet152	288	1381.72	370.537	512	60.19	19.11	37.28
977	resnetv2_50d_gn	288	1381.53	370.586	512	25.57	7.24	19.7
978	rexnetr_300	288	1381.25	370.662	512	34.81	5.59	36.61
979	swinv2_cr_small_224	224	1376.99	371.809	512	49.7	9.07	50.27
980	gmlp_b16_224	224	1375.86	372.108	512	73.08	15.78	30.21
981	twins_svt_large	224	1368.81	374.033	512	99.27	15.15	35.1
982	swinv2_cr_small_ns_224	224	1365.84	374.842	512	49.7	9.08	50.27
983	mobilenetv4_conv_aa_large	480	1358.03	377.001	512	32.59	11.05	50.45
984	resnet50x4_clip	288	1357.9	377.035	512	87.14	21.35	35.27
985	vit_mediumd_patch16_rope_reg1_gap_256	256	1357.84	377.052	512	63.95	17.65	37.02
986	vit_so150m_patch16_reg4_gap_256	256	1351.9	378.708	512	134.13	36.75	53.21
987	hrnet_w44	224	1349.33	379.407	512	67.06	14.94	26.92
988	cait_s24_224	224	1347.27	380.003	512	46.92	9.35	40.58
989	xcit_tiny_24_p16_384	384	1345.07	380.635	512	12.12	6.87	34.29
990	vit_so150m_patch16_reg4_map_256	256	1342.76	381.288	512	141.48	37.18	53.68
991	vit_base_patch16_rope_reg1_gap_256	256	1339.91	382.096	512	86.43	23.22	33.39
992	dm_nfnet_f1	224	1329.53	385.08	512	132.63	17.87	22.94
993	tresnet_m	448	1324.12	386.655	512	31.39	22.99	29.21
994	efficientnet_lite4	380	1322.67	387.08	512	13.01	4.04	45.66
995	focalnet_base_lrf	224	1320.54	387.704	512	88.75	15.43	38.13
996	efficientvit_b3	288	1314.64	389.442	512	48.65	6.58	44.2
997	eva02_base_patch14_224	224	1312.14	390.184	512	85.76	23.22	36.55
998	efficientformer_l7	224	1309.92	390.849	512	82.23	10.17	24.45
999	nest_base	224	1307.57	391.551	512	67.72	17.96	53.39
1000	resnet50_gn	288	1305.16	392.272	512	25.56	6.85	18.37
1001	nest_base_jx	224	1294.67	395.451	512	67.72	17.96	53.39
1002	nextvit_small	384	1284.43	398.604	512	31.76	17.26	57.14
1003	convnextv2_small	224	1282.44	399.217	512	50.32	8.71	21.56
1004	xcit_medium_24_p16_224	224	1280.1	399.955	512	84.4	16.13	31.71
1005	efficientnetv2_rw_m	320	1275.83	401.294	512	53.24	12.72	47.14
1006	convnextv2_tiny	288	1271.87	402.531	512	28.64	7.39	22.21
1007	convnext_base	288	1268.11	403.734	512	88.59	25.43	47.53
1008	mobilenetv4_hybrid_large	448	1265.42	404.591	512	37.76	10.74	48.61
1009	coat_lite_medium	224	1251.87	408.976	512	44.57	9.81	40.06
1010	coat_mini	224	1250.83	409.311	512	10.34	6.82	33.68
1011	maxxvit_rmlp_small_rw_256	256	1243.18	411.831	512	66.01	14.67	58.38
1012	dpn131	224	1241.67	412.321	512	79.25	16.09	32.97
1013	poolformer_m36	224	1239.54	413.041	512	56.17	8.8	22.02
1014	efficientvit_l3	224	1238.99	413.221	512	246.04	27.62	39.16
1015	swin_base_patch4_window7_224	224	1237.04	413.872	512	87.77	15.47	36.63
1016	tf_efficientnet_lite4	380	1223.65	418.405	512	13.01	4.04	45.66
1017	resnet200d	256	1220.57	419.459	512	64.69	20.0	43.09
1018	convnext_large	224	1210.69	422.882	512	197.77	34.4	43.13
1019	vit_large_patch32_384	384	1200.4	426.508	512	306.63	45.31	43.86
1020	maxvit_small_tf_224	224	1189.65	430.365	512	68.93	11.66	53.17
1021	swin_s3_small_224	224	1180.79	433.592	512	49.74	9.43	37.84
1022	xcit_small_12_p16_384	384	1174.92	435.759	512	26.25	14.14	36.51
1023	hgnetv2_b6	288	1173.05	436.453	512	75.26	27.9	35.09
1024	regnety_040_sgn	288	1170.65	437.346	512	20.65	6.67	20.3
1025	levit_384_s8	224	1165.28	329.517	384	39.12	9.98	35.86
1026	regnety_120	288	1157.95	442.145	512	51.82	20.06	35.34
1027	seresnet152	288	1150.95	444.835	512	66.82	19.11	37.34
1028	resnest101e	256	1145.83	446.818	512	48.28	13.38	28.66
1029	gcvit_small	224	1144.63	447.289	512	51.09	8.57	41.61
1030	regnetz_b16_evos	288	1135.7	450.806	512	9.74	2.36	16.43
1031	coatnet_2_rw_224	224	1135.63	450.831	512	73.87	15.09	49.22
1032	hrnet_w64	224	1135.29	450.949	512	128.06	28.97	35.09
1033	mvitv2_base	224	1134.0	451.484	512	51.47	10.16	40.5
1034	vit_betwixt_patch16_reg4_gap_384	384	1127.26	454.181	512	60.6	39.71	85.28
1035	fastvit_sa36	256	1120.28	457.014	512	31.53	5.64	34.61
1036	levit_conv_384_s8	224	1119.98	342.844	384	39.12	9.98	35.86
1037	tnt_b_patch16_224	224	1117.46	458.164	512	65.41	14.09	39.01
1038	regnety_320	224	1117.25	458.249	512	145.05	32.34	30.26
1039	mvitv2_base_cls	224	1116.06	458.742	512	65.44	10.23	40.65
1040	dpn107	224	1115.38	459.002	512	86.92	18.38	33.46
1041	densenet264d	224	1113.18	459.927	512	72.74	13.57	14.0
1042	efficientnet_b3_gn	288	1108.62	461.817	512	11.73	1.74	23.35
1043	regnetz_c16_evos	256	1107.52	462.279	512	13.49	2.48	16.57
1044	eca_nfnet_l1	320	1106.04	462.894	512	41.41	14.92	34.42
1045	volo_d3_224	224	1105.28	463.214	512	86.33	20.78	60.09
1046	hgnet_base	288	1104.26	463.623	512	71.58	41.55	25.57
1047	fastvit_mci1	256	1101.38	464.855	512	21.54	4.72	32.84
1048	convit_base	224	1094.41	467.818	512	86.54	17.52	31.77
1049	nf_regnet_b5	384	1094.33	467.849	512	49.74	7.95	42.9
1050	poolformerv2_s36	224	1088.71	470.265	512	30.79	5.01	15.82
1051	resnet152d	320	1084.29	472.178	512	60.21	24.08	47.67
1052	resnext101_64x4d	288	1081.56	473.371	512	83.46	25.66	51.59
1053	efficientnet_b3_g8_gn	288	1073.57	476.896	512	14.25	2.59	23.35
1054	coatnet_2_224	224	1069.58	359.001	384	74.68	16.5	52.67
1055	xception71	299	1060.08	482.964	512	42.34	18.09	69.92
1056	swinv2_base_window12_192	192	1057.24	484.264	512	109.28	11.9	39.72
1057	vitamin_base_224	224	1057.15	484.302	512	87.72	22.68	52.77
1058	davit_large	224	1055.3	485.153	512	196.81	34.6	60.99
1059	legacy_senet154	224	1054.93	485.323	512	115.09	20.77	38.69
1060	senet154	224	1054.21	485.652	512	115.09	20.77	38.69
1061	mobilenetv4_conv_aa_large	544	1053.47	485.995	512	32.59	14.19	64.79
1062	convnextv2_nano	384	1044.07	490.365	512	15.62	7.22	24.61
1063	resnext101_32x16d	224	1041.98	491.351	512	194.03	36.27	51.18
1064	efficientnet_b4	384	1041.96	491.357	512	19.34	4.51	50.04
1065	coatnet_rmlp_2_rw_224	224	1039.54	492.496	512	73.88	15.18	54.78
1066	regnetx_320	224	1036.62	493.887	512	107.81	31.81	36.3
1067	convnext_base	320	1033.25	495.508	512	88.59	31.39	58.68
1068	resnetv2_50x1_bit	448	1033.24	495.51	512	25.55	16.62	44.46
1069	maxxvitv2_rmlp_base_rw_224	224	1030.26	496.942	512	116.09	24.2	62.77
1070	resnetv2_50d_evos	288	1024.95	499.517	512	25.59	7.15	19.7
1071	convnext_small	384	1023.25	500.352	512	50.22	25.58	63.37
1072	crossvit_18_dagger_408	408	1022.68	500.623	512	44.61	32.47	124.87
1073	ecaresnet200d	256	1012.11	505.857	512	64.69	20.0	43.15
1074	maxvit_rmlp_small_rw_256	256	1011.88	505.971	512	64.9	14.15	66.09
1075	resnetrs200	256	1010.68	506.576	512	93.21	20.18	43.42
1076	seresnet200d	256	1009.34	507.25	512	71.86	20.01	43.15
1077	regnety_160	288	1007.2	508.318	512	83.59	26.37	38.07
1078	xcit_tiny_24_p8_224	224	1006.77	508.541	512	12.11	9.21	45.39
1079	swinv2_cr_base_224	224	1003.7	510.098	512	87.88	15.86	59.66
1080	resnetv2_50x3_bit	224	999.54	512.217	512	217.32	37.06	33.34
1081	mobilevitv2_175	384	997.46	256.635	256	14.25	12.47	63.29
1082	swinv2_cr_base_ns_224	224	996.85	513.602	512	87.88	15.86	59.66
1083	tf_efficientnetv2_m	384	995.99	514.039	512	54.14	15.85	57.52
1084	nextvit_base	384	991.15	516.552	512	44.82	24.64	73.95
1085	swinv2_small_window8_256	256	991.15	516.555	512	49.73	11.58	40.14
1086	swinv2_cr_small_ns_256	256	989.97	517.174	512	49.7	12.07	76.21
1087	tf_efficientnet_b4	380	989.8	517.261	512	19.34	4.49	49.49
1088	caformer_s36	224	984.99	519.776	512	39.3	8.0	37.53
1089	maxvit_rmlp_base_rw_224	224	982.44	521.136	512	116.14	23.15	92.64
1090	swin_s3_base_224	224	980.38	522.23	512	71.13	13.69	48.26
1091	swinv2_tiny_window16_256	256	979.79	522.545	512	28.35	6.68	39.02
1092	resnet200	288	975.16	525.017	512	64.67	24.91	53.21
1093	seresnext101_32x8d	288	971.5	527.002	512	93.57	27.24	51.63
1094	xcit_nano_12_p8_384	384	969.96	527.836	512	3.05	6.34	46.08
1095	efficientvit_l2	384	967.67	529.083	512	63.71	20.45	57.01
1096	volo_d1_384	384	963.34	531.465	512	26.78	22.75	108.55
1097	coat_small	224	963.19	531.55	512	21.69	12.61	44.25
1098	convnextv2_base	224	961.57	532.445	512	88.72	15.38	28.75
1099	mobilevitv2_150	384	958.44	400.634	384	10.59	9.2	54.25
1100	seresnext101d_32x8d	288	949.26	539.328	512	93.59	27.64	52.95
1101	mixer_l16_224	224	944.93	541.817	512	208.2	44.6	41.69
1102	vit_base_patch16_siglip_gap_384	384	944.73	541.939	512	86.09	55.43	101.3
1103	vit_base_patch16_384	384	941.77	543.639	512	86.86	55.54	101.56
1104	deit_base_patch16_384	384	941.44	543.829	512	86.86	55.54	101.56
1105	deit_base_distilled_patch16_384	384	940.85	544.169	512	87.63	55.65	101.82
1106	vit_base_patch16_clip_384	384	939.44	544.987	512	86.86	55.54	101.56
1107	vit_mediumd_patch16_reg4_gap_384	384	937.89	545.887	512	64.27	43.67	113.51
1108	vit_base_patch16_siglip_384	384	935.86	547.069	512	93.18	56.12	102.2
1109	poolformer_m48	224	931.73	549.496	512	73.47	11.59	29.17
1110	regnetz_e8	320	928.33	551.508	512	57.7	15.46	63.94
1111	convnext_large_mlp	256	924.56	553.757	512	200.13	44.94	56.33
1112	fastvit_ma36	256	923.01	554.689	512	44.07	7.88	41.09
1113	efficientvit_l3	256	921.63	555.515	512	246.04	36.06	50.98
1114	convformer_s36	224	921.06	555.861	512	40.01	7.67	30.5
1115	convmixer_1024_20_ks9_p14	224	918.33	557.51	512	24.38	5.55	5.51
1116	resnetrs152	320	913.9	560.222	512	86.62	24.34	48.14
1117	seresnet152d	320	908.95	563.261	512	66.84	24.09	47.72
1118	rdnet_large	224	908.27	563.694	512	186.27	34.74	46.67
1119	eva_large_patch14_196	196	906.91	564.536	512	304.14	61.57	63.52
1120	vit_large_patch16_224	224	903.87	566.434	512	304.33	61.6	63.52
1121	seresnextaa101d_32x8d	288	901.06	568.175	512	93.59	28.51	56.44
1122	xcit_small_12_p8_224	224	893.66	572.906	512	26.21	18.69	47.21
1123	hrnet_w48_ssld	288	876.92	583.844	512	77.47	28.66	47.21
1124	nfnet_f2	256	871.75	587.309	512	193.78	33.76	41.85
1125	beit_large_patch16_224	224	871.03	587.791	512	304.43	61.6	63.52
1126	efficientnetv2_m	416	869.46	588.822	512	54.14	18.6	67.5
1127	deit3_base_patch16_384	384	868.27	589.658	512	86.88	55.54	101.56
1128	beit_base_patch16_384	384	868.09	589.786	512	86.74	55.54	101.56
1129	efficientnet_b3_g8_gn	320	867.72	590.034	512	14.25	3.2	28.83
1130	beitv2_large_patch16_224	224	866.84	590.635	512	304.43	61.6	63.52
1131	vit_small_patch14_dinov2	518	864.18	592.448	512	22.06	46.76	198.79
1132	vit_small_patch14_reg4_dinov2	518	861.06	594.598	512	22.06	46.95	199.77
1133	gcvit_base	224	849.54	602.663	512	90.32	14.87	55.48
1134	vit_base_patch16_18x2_224	224	848.77	603.204	512	256.73	52.51	71.38
1135	deit3_large_patch16_224	224	848.18	603.626	512	304.37	61.6	63.52
1136	convmixer_768_32	224	834.5	613.517	512	21.11	19.55	25.95
1137	fastvit_mci2	256	821.37	623.336	512	35.82	7.91	43.34
1138	hiera_large_224	224	815.26	627.987	512	213.74	40.34	83.37
1139	efficientformerv2_s2	224	808.52	633.235	512	12.71	1.27	11.77
1140	nextvit_large	384	808.08	633.581	512	57.87	32.03	90.76
1141	nfnet_f1	320	807.56	633.987	512	132.63	35.97	46.77
1142	efficientnet_b3_gn	320	800.5	639.584	512	11.73	2.14	28.83
1143	seresnet269d	256	798.35	641.309	512	113.67	26.59	53.6
1144	flexivit_large	240	798.21	641.41	512	304.36	70.99	75.39
1145	ecaresnet200d	288	791.65	646.732	512	64.69	25.31	54.59
1146	convnext_xlarge	224	791.55	646.814	512	350.2	60.98	57.5
1147	seresnet200d	288	789.81	648.243	512	71.86	25.32	54.6
1148	levit_512_s8	224	781.17	327.699	256	74.05	21.82	52.28
1149	poolformerv2_m36	224	774.93	660.677	512	56.08	8.81	22.02
1150	resnetrs270	256	774.23	661.28	512	129.86	27.06	55.84
1151	resnet200d	320	772.4	662.852	512	64.69	31.25	67.33
1152	xcit_large_24_p16_224	224	771.52	663.604	512	189.1	35.86	47.27
1153	eca_nfnet_l2	320	767.25	667.296	512	56.72	20.95	47.43
1154	maxvit_base_tf_224	224	759.21	674.372	512	119.47	24.04	95.01
1155	nf_regnet_b5	456	757.72	675.698	512	49.74	11.7	61.95
1156	swin_large_patch4_window7_224	224	755.87	677.341	512	196.53	34.53	54.94
1157	efficientnetv2_rw_m	416	752.57	680.317	512	53.24	21.49	79.62
1158	tiny_vit_21m_512	512	749.83	341.394	256	21.27	27.02	177.93
1159	levit_conv_512_s8	224	734.53	348.504	256	74.05	21.82	52.28
1160	seresnextaa101d_32x8d	320	732.84	698.625	512	93.59	35.19	69.67
1161	resnetv2_152x2_bit	224	732.09	699.349	512	236.34	46.95	45.11
1162	regnetz_d8_evos	256	731.37	700.043	512	23.46	4.5	24.92
1163	convnext_large	288	725.92	705.289	512	197.77	56.87	71.29
1164	caformer_m36	224	725.68	705.522	512	56.2	13.29	50.48
1165	swinv2_base_window8_256	256	724.64	706.543	512	87.92	20.37	52.59
1166	convnext_base	384	720.01	711.078	512	88.59	45.21	84.49
1167	convnextv2_tiny	384	713.41	538.235	384	28.64	13.14	39.48
1168	dm_nfnet_f2	256	710.75	720.35	512	193.78	33.76	41.85
1169	mobilevitv2_200	384	710.26	540.624	384	18.45	16.24	72.34
1170	regnetz_c16_evos	320	708.89	722.237	512	13.49	3.86	25.88
1171	vit_large_patch16_siglip_gap_256	256	700.2	731.198	512	303.36	80.8	88.34
1172	vit_large_patch16_siglip_256	256	695.67	735.956	512	315.96	81.34	88.88
1173	maxxvitv2_rmlp_large_rw_224	224	685.6	746.776	512	215.42	44.14	87.15
1174	davit_huge	224	685.53	746.84	512	348.92	61.23	81.32
1175	vit_large_patch14_clip_224	224	677.32	755.901	512	304.2	81.08	88.79
1176	vit_large_patch14_224	224	676.33	757.004	512	304.2	81.08	88.79
1177	vit_base_patch8_224	224	676.06	757.301	512	86.58	78.22	161.69
1178	convformer_m36	224	674.99	758.507	512	57.05	12.89	42.05
1179	regnety_640	224	667.49	767.034	512	281.38	64.16	42.5
1180	resnetv2_101x1_bit	448	667.21	767.353	512	44.54	31.65	64.93
1181	efficientnet_b5	416	666.49	768.178	512	30.39	8.27	80.68
1182	swinv2_large_window12_192	192	666.31	768.391	512	228.77	26.17	56.53
1183	volo_d4_224	224	665.55	769.269	512	192.96	44.34	80.22
1184	tresnet_l	448	657.82	778.304	512	55.99	43.59	47.56
1185	coatnet_3_224	224	655.14	390.726	256	166.97	36.56	79.01
1186	xcit_tiny_12_p8_384	384	653.44	783.523	512	6.71	14.13	69.14
1187	coatnet_rmlp_3_rw_224	224	653.36	391.8	256	165.15	33.56	79.47
1188	coatnet_3_rw_224	224	652.95	392.05	256	181.81	33.44	73.83
1189	dm_nfnet_f1	320	651.19	786.234	512	132.63	35.97	46.77
1190	resnetrs200	320	643.1	796.128	512	93.21	31.51	67.81
1191	tf_efficientnetv2_m	480	636.24	804.713	512	54.14	24.76	89.84
1192	caformer_s18	384	632.12	809.945	512	26.34	13.42	77.34
1193	xcit_small_24_p16_384	384	627.98	815.288	512	47.67	26.72	68.58
1194	seresnet269d	288	624.99	819.196	512	113.67	33.65	67.81
1195	swinv2_cr_large_224	224	623.13	821.641	512	196.68	35.1	78.42
1196	swinv2_small_window16_256	256	618.81	827.379	512	49.73	12.82	66.29
1197	vit_large_r50_s32_384	384	616.49	830.49	512	329.09	57.43	76.52
1198	convformer_s18	384	599.08	854.625	512	26.77	11.63	46.49
1199	maxvit_tiny_tf_384	384	591.24	432.978	256	30.98	17.53	123.42
1200	convnext_large_mlp	320	590.57	866.941	512	200.13	70.21	88.02
1201	resnetv2_101x3_bit	224	585.41	874.58	512	387.93	71.23	48.7
1202	poolformerv2_m48	224	582.9	878.354	512	73.35	11.59	29.17
1203	convnextv2_base	288	582.44	879.035	512	88.72	25.43	47.53
1204	efficientvit_l3	320	582.15	659.603	384	246.04	56.32	79.34
1205	vit_large_patch14_clip_quickgelu_224	224	580.69	881.691	512	303.97	81.08	88.79
1206	halonet_h1	256	577.45	443.308	256	8.1	3.0	51.17
1207	efficientnet_b5	448	574.83	890.666	512	30.39	9.59	93.56
1208	repvgg_d2se	320	572.21	894.755	512	133.33	74.57	46.82
1209	efficientnetv2_l	384	566.11	904.4	512	118.52	36.1	101.16
1210	regnety_160	384	564.72	679.967	384	83.59	46.87	67.67
1211	convnextv2_large	224	563.29	908.915	512	197.96	34.4	43.13
1212	vit_large_patch14_xp_224	224	561.94	911.104	512	304.06	81.01	88.79
1213	tf_efficientnetv2_l	384	557.98	917.578	512	118.52	36.1	101.16
1214	swinv2_cr_tiny_384	384	544.55	470.091	256	28.33	15.34	161.01
1215	eca_nfnet_l2	384	537.88	951.861	512	56.72	30.05	68.28
1216	maxvit_large_tf_224	224	537.76	714.064	384	211.79	43.68	127.35
1217	caformer_b36	224	536.71	953.938	512	98.75	23.22	67.3
1218	vit_base_r50_s16_384	384	536.14	954.948	512	98.95	67.43	135.03
1219	inception_next_base	384	531.25	963.743	512	86.67	43.64	75.48
1220	efficientformerv2_l	224	530.93	964.32	512	26.32	2.59	18.54
1221	volo_d2_384	384	526.74	971.989	512	58.87	46.17	184.51
1222	resnext101_32x32d	224	520.8	983.086	512	468.53	87.29	91.12
1223	tf_efficientnet_b5	456	517.6	741.872	384	30.39	10.46	98.86
1224	vit_so400m_patch14_siglip_224	224	517.53	989.289	512	427.68	110.26	106.73
1225	vit_so400m_patch14_siglip_gap_224	224	514.47	995.172	512	412.44	109.57	106.13
1226	nasnetalarge	331	510.54	752.056	384	88.75	23.89	90.56
1227	ecaresnet269d	320	508.74	1006.384	512	102.09	41.53	83.69
1228	vit_base_patch16_siglip_gap_512	512	505.39	1013.062	512	86.43	107.0	246.15
1229	vit_base_patch16_siglip_512	512	501.31	1021.3	512	93.52	108.22	247.74
1230	convformer_b36	224	500.2	1023.579	512	99.88	22.69	56.06
1231	vitamin_large2_224	224	493.33	778.367	384	333.58	75.05	112.83
1232	vitamin_large_224	224	493.04	778.82	384	333.32	75.05	112.83
1233	eca_nfnet_l3	352	491.65	1041.375	512	72.04	32.57	73.12
1234	resnetrs350	288	487.42	1050.403	512	163.96	43.67	87.09
1235	convnext_xlarge	288	480.37	1065.812	512	350.2	100.8	95.05
1236	xcit_small_24_p8_224	224	469.3	1090.967	512	47.63	35.81	90.78
1237	regnetz_d8_evos	320	467.45	1095.292	512	23.46	7.03	38.92
1238	pnasnet5large	331	464.29	827.046	384	86.06	25.04	92.89
1239	nfnet_f2	352	462.28	1107.536	512	193.78	63.22	79.06
1240	swinv2_base_window12to16_192to256	256	456.3	841.538	384	87.92	22.02	84.71
1241	swinv2_base_window16_256	256	456.2	841.714	384	87.92	22.02	84.71
1242	tresnet_xl	448	455.93	1122.965	512	78.44	60.77	61.31
1243	resnet50x16_clip_gap	384	454.8	1125.735	512	136.2	70.32	100.64
1244	xcit_medium_24_p16_384	384	445.5	1149.237	512	84.4	47.39	91.64
1245	resnet50x16_clip	384	441.37	1160.0	512	167.33	74.9	103.54
1246	volo_d5_224	224	435.53	1175.574	512	295.46	72.4	118.11
1247	coatnet_4_224	224	431.48	593.293	256	275.43	62.48	129.26
1248	eva02_large_patch14_224	224	426.82	1199.548	512	303.27	81.15	97.2
1249	nfnet_f3	320	426.82	1199.559	512	254.92	68.77	83.93
1250	eva02_large_patch14_clip_224	224	421.33	1215.175	512	304.11	81.18	97.2
1251	cait_xxs24_384	384	421.2	1215.542	512	12.03	9.63	122.66
1252	ecaresnet269d	352	418.83	1222.426	512	102.09	50.25	101.25
1253	coat_lite_medium_384	384	416.13	1230.38	512	44.57	28.73	116.7
1254	convnext_large_mlp	384	412.9	929.978	384	200.13	101.11	126.74
1255	convnext_large	384	407.18	943.038	384	197.77	101.1	126.74
1256	resnetrs270	352	405.86	1261.514	512	129.86	51.13	105.48
1257	efficientnetv2_xl	384	403.28	1269.563	512	208.12	52.81	139.2
1258	efficientvit_l3	384	402.54	635.936	256	246.04	81.08	114.02
1259	tf_efficientnetv2_xl	384	399.68	1281.01	512	208.12	52.81	139.2
1260	maxvit_small_tf_384	384	396.22	484.566	192	69.02	35.87	183.65
1261	resmlp_big_24_224	224	396.07	1292.67	512	129.14	100.23	87.31
1262	resnest200e	320	383.61	1334.668	512	70.2	35.69	82.78
1263	vitamin_large2_256	256	379.06	1013.01	384	333.64	99.0	154.99
1264	vitamin_large_256	256	378.79	1013.723	384	333.38	99.0	154.99
1265	mvitv2_large_cls	224	378.22	1353.698	512	234.58	42.17	111.69
1266	regnety_320	384	378.11	1015.542	384	145.05	95.0	88.87
1267	mvitv2_large	224	376.01	1361.654	512	217.99	43.87	112.02
1268	dm_nfnet_f2	352	373.26	1371.694	512	193.78	63.22	79.06
1269	hiera_huge_224	224	368.13	1390.782	512	672.78	124.85	150.95
1270	seresnextaa201d_32x8d	320	367.34	1393.779	512	149.39	70.22	138.71
1271	efficientnetv2_l	480	363.62	1408.035	512	118.52	56.4	157.99
1272	tf_efficientnetv2_l	480	357.78	1430.984	512	118.52	56.4	157.99
1273	convnextv2_large	288	352.91	1088.061	384	197.96	56.87	71.29
1274	vit_huge_patch14_gap_224	224	352.6	1452.04	512	630.76	166.73	138.74
1275	vit_huge_patch14_224	224	348.57	1468.819	512	630.76	167.4	139.41
1276	vit_huge_patch14_clip_224	224	347.99	1471.296	512	632.05	167.4	139.41
1277	xcit_tiny_24_p8_384	384	345.08	1483.71	512	12.11	27.05	132.95
1278	dm_nfnet_f3	320	344.87	1484.575	512	254.92	68.77	83.93
1279	regnety_1280	224	341.69	1498.349	512	644.81	127.66	71.58
1280	maxxvitv2_rmlp_base_rw_384	384	339.16	1132.191	384	116.09	72.98	213.74
1281	vit_base_patch14_dinov2	518	337.26	1518.099	512	86.58	151.71	397.58
1282	swinv2_cr_small_384	384	336.39	761.011	256	49.7	29.7	298.03
1283	caformer_s36	384	336.09	1523.371	512	39.3	26.08	150.33
1284	resnetrs420	320	333.88	1533.484	512	191.89	64.2	126.56
1285	deit3_huge_patch14_224	224	333.48	1535.294	512	632.13	167.4	139.41
1286	xcit_medium_24_p8_224	224	332.48	1539.899	512	84.32	63.53	121.23
1287	vit_base_patch14_reg4_dinov2	518	332.24	1541.02	512	86.58	152.25	399.53
1288	maxvit_tiny_tf_512	512	331.23	386.422	128	31.05	33.49	257.59
1289	convnextv2_base	384	329.1	777.859	256	88.72	45.21	84.49
1290	coatnet_rmlp_2_rw_384	384	328.74	584.014	192	73.88	47.69	209.43
1291	maxvit_xlarge_tf_224	224	320.25	799.344	256	506.99	97.52	191.04
1292	efficientnet_b6	528	317.5	806.282	256	43.04	19.4	167.39
1293	convformer_s36	384	314.4	1628.489	512	40.01	22.54	89.62
1294	eva02_base_patch14_448	448	313.81	1631.515	512	87.12	107.11	259.14
1295	focalnet_huge_fl3	224	310.01	1651.515	512	745.28	118.26	104.8
1296	rdnet_large	384	309.02	621.304	192	186.27	102.09	137.13
1297	swin_base_patch4_window12_384	384	307.05	833.708	256	87.9	47.19	134.78
1298	vit_huge_patch14_clip_quickgelu_224	224	306.8	1668.804	512	632.08	167.4	139.41
1299	xcit_small_12_p8_384	384	304.54	1260.903	384	26.21	54.92	138.29
1300	tf_efficientnet_b6	528	302.7	845.699	256	43.04	19.4	167.39
1301	sam2_hiera_tiny	896	302.68	211.431	64	26.85	99.86	384.63
1302	vitamin_xlarge_256	256	302.06	847.497	256	436.06	130.13	177.37
1303	eca_nfnet_l3	448	301.57	1697.734	512	72.04	52.55	118.4
1304	vit_giant_patch16_gap_224	224	298.97	1712.537	512	1011.37	202.46	139.26
1305	maxvit_rmlp_base_rw_384	384	297.7	859.92	256	116.14	70.97	318.95
1306	cait_xs24_384	384	297.51	1720.911	512	26.67	19.28	183.98
1307	swinv2_cr_huge_224	224	296.61	1294.596	384	657.83	115.97	121.08
1308	eva_large_patch14_336	336	295.4	1733.205	512	304.53	191.1	270.24
1309	vit_large_patch16_siglip_gap_384	384	294.75	1737.034	512	303.69	190.85	269.55
1310	vit_large_patch14_clip_336	336	294.46	1738.769	512	304.53	191.11	270.24
1311	vit_large_patch16_384	384	293.26	1745.838	512	304.72	191.21	270.24
1312	vit_huge_patch14_xp_224	224	293.14	1746.554	512	631.8	167.3	139.41
1313	vit_large_patch16_siglip_384	384	292.81	1748.518	512	316.28	192.07	270.75
1314	swinv2_large_window12to16_192to256	256	290.75	880.463	256	196.74	47.81	121.53
1315	convnext_xxlarge	256	282.43	1359.586	384	846.47	198.09	124.45
1316	cait_xxs36_384	384	281.8	1816.89	512	17.37	14.35	183.7
1317	beit_large_patch16_384	384	279.47	1832.019	512	305.0	191.21	270.24
1318	deit3_large_patch16_384	384	278.63	1837.554	512	304.76	191.21	270.24
1319	convnextv2_huge	224	275.27	929.965	256	660.29	115.0	79.07
1320	davit_giant	224	272.18	1410.782	384	1406.47	192.92	153.06
1321	volo_d3_448	448	271.58	1885.21	512	86.63	96.33	446.83
1322	resnetrs350	384	270.92	1889.827	512	163.96	77.59	154.74
1323	convnext_xlarge	384	270.45	946.534	256	350.2	179.2	168.99
1324	xcit_large_24_p16_384	384	265.95	1925.177	512	189.1	105.35	137.17
1325	resnetv2_152x2_bit	384	261.67	1467.48	384	236.34	136.16	132.56
1326	sam2_hiera_small	896	256.83	249.174	64	33.95	123.99	442.63
1327	vit_large_patch14_clip_quickgelu_336	336	255.19	2006.359	512	304.29	191.11	270.24
1328	resnetv2_152x4_bit	224	254.45	2012.187	512	936.53	186.9	90.22
1329	nfnet_f3	416	253.47	2019.94	512	254.92	115.58	141.78
1330	seresnextaa201d_32x8d	384	252.66	2026.392	512	149.39	101.11	199.72
1331	maxvit_base_tf_384	384	251.04	764.813	192	119.65	73.8	332.9
1332	coatnet_5_224	224	249.66	769.027	192	687.47	145.49	194.24
1333	resnetv2_50x3_bit	448	249.4	769.836	192	217.32	145.7	133.37
1334	swinv2_cr_base_384	384	247.1	1035.999	256	87.88	50.57	333.68
1335	caformer_m36	384	246.12	1040.112	256	56.2	42.11	196.35
1336	nfnet_f4	384	240.45	2129.281	512	316.07	122.14	147.57
1337	eva_giant_patch14_224	224	234.57	2182.672	512	1012.56	267.18	192.64
1338	eva_giant_patch14_clip_224	224	231.09	2215.577	512	1012.59	267.18	192.64
1339	convformer_m36	384	230.39	1111.149	256	57.05	37.87	123.56
1340	vit_giant_patch14_224	224	228.92	2236.573	512	1012.61	267.18	192.64
1341	efficientnetv2_xl	512	228.83	2237.451	512	208.12	93.85	247.32
1342	regnety_640	384	228.31	1121.234	256	281.38	188.47	124.83
1343	vit_giant_patch14_clip_224	224	226.83	2257.165	512	1012.65	267.18	192.64
1344	tf_efficientnetv2_xl	512	226.19	2263.608	512	208.12	93.85	247.32
1345	maxvit_small_tf_512	512	222.44	431.561	96	69.13	67.26	383.77
1346	cait_s24_384	384	219.04	2337.407	512	47.06	32.17	245.31
1347	vitamin_large_336	336	215.67	890.242	192	333.57	175.72	307.47
1348	vitamin_large2_336	336	215.39	891.377	192	333.83	175.72	307.47
1349	focalnet_huge_fl4	224	209.76	2440.802	512	686.46	118.9	113.34
1350	dm_nfnet_f3	416	206.43	2480.193	512	254.92	115.58	141.78
1351	xcit_large_24_p8_224	224	198.9	2574.096	512	188.93	141.23	181.56
1352	convnextv2_large	384	198.73	966.094	192	197.96	101.1	126.74
1353	resnetrs420	416	196.85	2601.004	512	191.89	108.45	213.79
1354	dm_nfnet_f4	384	196.6	2604.26	512	316.07	122.14	147.57
1355	swin_large_patch4_window12_384	384	191.14	669.643	128	196.74	104.08	202.16
1356	efficientnet_b7	600	188.83	1016.782	192	66.35	38.33	289.94
1357	eva02_large_patch14_clip_336	336	186.74	2741.767	512	304.43	191.34	289.13
1358	resnetv2_152x2_bit	448	184.7	2079.012	384	236.34	184.99	180.43
1359	caformer_b36	384	181.9	1407.351	256	98.75	72.33	261.79
1360	tf_efficientnet_b7	600	181.61	1057.177	192	66.35	38.33	289.94
1361	maxvit_large_tf_384	384	178.2	718.272	128	212.03	132.55	445.84
1362	nfnet_f5	416	172.22	2972.911	512	377.21	170.71	204.56
1363	vitamin_xlarge_336	336	171.84	744.851	128	436.06	230.18	347.33
1364	convformer_b36	384	170.69	1499.731	256	99.88	66.67	164.75
1365	vit_so400m_patch14_siglip_384	384	169.04	3028.862	512	428.23	335.4	452.89
1366	resnet50x64_clip_gap	448	168.37	2280.66	384	365.03	253.96	233.22
1367	vit_so400m_patch14_siglip_gap_384	384	168.28	3042.431	512	412.99	333.46	451.19
1368	convnextv2_huge	288	166.55	1152.798	192	660.29	190.1	130.7
1369	mvitv2_huge_cls	224	166.12	2311.572	384	694.8	120.67	243.63
1370	resnet50x64_clip	448	163.96	1561.362	256	420.38	265.02	239.13
1371	vitamin_large2_384	384	163.86	781.139	128	333.97	234.44	440.16
1372	vitamin_large_384	384	163.84	781.221	128	333.71	234.44	440.16
1373	volo_d4_448	448	162.45	3151.648	512	193.41	197.13	527.35
1374	xcit_small_24_p8_384	384	160.35	2394.77	384	47.63	105.24	265.91
1375	swinv2_cr_large_384	384	155.84	821.327	128	196.68	108.96	404.96
1376	focalnet_large_fl3	384	153.3	1669.857	256	239.13	105.06	168.04
1377	cait_s36_384	384	150.49	3402.164	512	68.37	47.99	367.4
1378	resnetv2_101x3_bit	448	150.3	1277.431	192	387.93	280.33	194.78
1379	davit_base_fl	768	149.95	853.596	128	90.37	190.32	530.15
1380	vit_huge_patch14_clip_336	336	148.98	3436.652	512	632.46	390.97	407.54
1381	focalnet_large_fl4	384	146.26	1750.32	256	239.32	105.2	181.78
1382	beit_large_patch16_512	512	143.19	3575.759	512	305.67	362.24	656.39
1383	dm_nfnet_f5	416	140.91	3633.497	512	377.21	170.71	204.56
1384	maxvit_base_tf_512	512	140.65	682.546	96	119.88	138.02	703.99
1385	sam2_hiera_base_plus	896	138.32	462.665	64	68.68	227.48	828.88
1386	nfnet_f4	512	135.39	2836.163	384	316.07	216.26	262.26
1387	convmixer_1536_20	224	135.19	3787.319	512	51.63	48.68	33.03
1388	vitamin_xlarge_384	384	130.77	978.777	128	436.06	306.38	493.46
1389	vit_gigantic_patch14_224	224	130.62	3919.717	512	1844.44	483.95	275.37
1390	vit_gigantic_patch14_clip_224	224	130.29	3929.635	512	1844.91	483.96	275.37
1391	nfnet_f6	448	127.99	4000.364	512	438.36	229.7	273.62
1392	efficientnet_b8	672	123.17	1039.173	128	87.41	63.48	442.89
1393	swinv2_base_window12to24_192to384	384	119.99	533.358	64	87.92	55.25	280.36
1394	tf_efficientnet_b8	672	119.33	1072.656	128	87.41	63.48	442.89
1395	vit_so400m_patch14_siglip_gap_448	448	116.66	3291.487	384	413.33	487.18	764.26
1396	vit_huge_patch14_clip_378	378	116.09	4410.348	512	632.68	503.79	572.79
1397	regnety_1280	384	115.79	1105.427	128	644.81	374.99	210.2
1398	xcit_medium_24_p8_384	384	113.78	2250.01	256	84.32	186.67	354.73
1399	dm_nfnet_f4	512	110.56	3473.149	384	316.07	216.26	262.26
1400	focalnet_xlarge_fl3	384	108.72	1765.946	192	408.79	185.61	223.99
1401	vit_huge_patch16_gap_448	448	107.19	3582.45	384	631.67	544.7	636.83
1402	vit_large_patch14_dinov2	518	106.66	3600.098	384	304.37	507.15	1058.82
1403	volo_d5_448	448	106.54	3604.236	384	295.91	315.06	737.92
1404	vit_large_patch14_reg4_dinov2	518	106.3	3612.324	384	304.37	508.9	1064.02
1405	dm_nfnet_f6	448	104.84	4883.385	512	438.36	229.7	273.62
1406	maxvit_xlarge_tf_384	384	104.53	918.413	96	475.32	292.78	668.76
1407	focalnet_xlarge_fl4	384	103.87	1848.501	192	409.03	185.79	242.31
1408	vit_huge_patch14_clip_quickgelu_378	378	103.58	3707.381	384	632.68	503.79	572.79
1409	eva02_large_patch14_448	448	102.65	3740.795	384	305.08	362.33	689.95
1410	nfnet_f5	544	100.78	3810.204	384	377.21	290.97	349.71
1411	eva_giant_patch14_336	336	100.31	5104.356	512	1013.01	620.64	550.67
1412	maxvit_large_tf_512	512	99.37	644.068	64	212.33	244.75	942.15
1413	nfnet_f7	480	97.93	3921.33	384	499.5	300.08	355.86
1414	convnextv2_huge	384	93.62	1025.37	96	660.29	337.96	232.35
1415	swinv2_cr_giant_224	224	88.64	2165.946	192	2598.76	483.85	309.15
1416	dm_nfnet_f5	544	82.3	4666.041	384	377.21	290.97	349.71
1417	tf_efficientnet_l2	475	82.12	1558.754	128	480.31	172.11	609.89
1418	volo_d5_512	512	81.71	3133.006	256	296.09	425.09	1105.37
1419	nfnet_f6	576	77.44	4958.912	384	438.36	378.69	452.2
1420	swinv2_large_window12to24_192to384	384	76.53	627.149	48	196.74	116.15	407.83
1421	swinv2_cr_huge_384	384	73.82	866.901	64	657.94	352.04	583.18
1422	xcit_large_24_p8_384	384	68.02	2822.791	192	188.93	415.0	531.82
1423	cait_m36_384	384	64.68	3958.009	256	271.22	173.11	734.81
1424	dm_nfnet_f6	576	63.38	4039.147	256	438.36	378.69	452.2
1425	nfnet_f7	608	61.1	4189.78	256	499.5	480.39	570.85
1426	regnety_2560	384	60.04	1598.871	96	1282.6	747.83	296.49
1427	davit_huge_fl	768	58.91	1086.416	64	360.64	744.84	1060.3
1428	maxvit_xlarge_tf_512	512	58.65	818.415	48	475.77	534.14	1413.22
1429	resnetv2_152x4_bit	480	57.16	1679.394	96	936.53	844.84	414.26
1430	convnextv2_huge	512	52.17	920.112	48	660.29	600.81	413.07
1431	sam2_hiera_large	1024	45.19	1062.166	48	212.15	907.48	2190.34
1432	samvit_base_patch16	1024	33.25	481.156	16	89.67	486.43	1343.27
1433	eva_giant_patch14_560	560	33.13	5795.849	192	1014.45	1906.76	2577.17
1434	vit_giant_patch14_dinov2	518	32.93	3886.558	128	1136.48	1784.2	2757.89
1435	vit_giant_patch14_reg4_dinov2	518	32.91	3889.85	128	1136.48	1790.08	2771.21
1436	efficientnet_l2	800	29.86	1607.312	48	480.31	479.12	1707.39
1437	tf_efficientnet_l2	800	29.23	1642.279	48	480.31	479.12	1707.39
1438	cait_m48_448	448	27.4	4671.94	128	356.46	329.41	1708.23
1439	swinv2_cr_giant_384	384	23.87	1340.314	32	2598.76	1450.71	1394.86
1440	vit_so400m_patch14_siglip_gap_896	896	21.24	4519.479	96	416.87	2731.49	8492.88
1441	samvit_large_patch16	1024	16.18	741.849	12	308.28	1493.86	2553.78
1442	samvit_huge_patch16	1024	10.84	737.698	8	637.03	2982.23	3428.16