pytorch-image-models/results/benchmark-infer-amp-nhwc-pt240-cu124-rtx3090.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	103646.76	9.87	1024	0.36	0.06	0.55
3	test_vit	160	103244.27	9.909	1024	0.37	0.04	0.48
4	test_byobnet	160	95063.35	10.761	1024	0.46	0.03	0.43
5	tinynet_e	106	76700.93	13.341	1024	2.04	0.03	0.69
6	mobilenetv3_small_050	224	57072.67	17.933	1024	1.59	0.03	0.92
7	lcnet_035	224	55976.14	18.284	1024	1.64	0.03	1.04
8	efficientvit_m0	224	48377.06	21.157	1024	2.35	0.08	0.91
9	lcnet_050	224	47344.86	21.619	1024	1.88	0.05	1.26
10	mobilenetv3_small_075	224	42488.72	24.091	1024	2.04	0.05	1.3
11	mobilenetv3_small_100	224	39045.83	26.216	1024	2.54	0.06	1.42
12	tinynet_d	152	38744.45	26.42	1024	2.34	0.05	1.42
13	efficientvit_m1	224	37693.15	27.157	1024	2.98	0.17	1.33
14	tf_mobilenetv3_small_minimal_100	224	34512.3	29.661	1024	2.04	0.06	1.41
15	efficientvit_m2	224	33886.66	30.209	1024	4.19	0.2	1.47
16	tf_mobilenetv3_small_075	224	33704.54	30.372	1024	2.04	0.05	1.3
17	tf_mobilenetv3_small_100	224	31434.86	32.566	1024	2.54	0.06	1.42
18	lcnet_075	224	31075.1	32.942	1024	2.36	0.1	1.99
19	mobilenetv4_conv_small	224	30965.44	33.059	1024	3.77	0.19	1.97
20	efficientvit_m3	224	29709.67	34.458	1024	6.9	0.27	1.62
21	efficientvit_m4	224	28086.43	36.449	1024	8.8	0.3	1.7
22	mnasnet_small	224	26858.45	38.112	1024	2.03	0.07	2.16
23	regnetx_002	224	24932.59	41.06	1024	2.68	0.2	2.16
24	lcnet_100	224	24627.72	41.57	1024	2.95	0.16	2.52
25	mobilenetv4_conv_small	256	23522.69	43.523	1024	3.77	0.25	2.57
26	regnety_002	224	23069.71	44.375	1024	3.16	0.2	2.17
27	levit_128s	224	23026.39	44.461	1024	7.78	0.31	1.88
28	repghostnet_050	224	22877.69	44.75	1024	2.31	0.05	2.02
29	ghostnet_050	224	22787.91	44.926	1024	2.59	0.05	1.77
30	mobilenetv2_035	224	22588.52	45.323	1024	1.68	0.07	2.86
31	resnet10t	176	22365.03	45.776	1024	5.44	0.7	1.51
32	levit_conv_128s	224	22115.28	46.293	1024	7.78	0.31	1.88
33	mnasnet_050	224	21012.53	48.723	1024	2.22	0.11	3.07
34	resnet18	160	20850.92	49.101	1024	11.69	0.93	1.27
35	tinynet_c	184	19198.02	53.329	1024	2.46	0.11	2.87
36	efficientvit_m5	224	19162.34	53.428	1024	12.47	0.53	2.41
37	efficientvit_b0	224	19036.4	53.782	1024	3.41	0.1	2.87
38	repghostnet_058	224	18156.61	56.388	1024	2.55	0.07	2.59
39	semnasnet_050	224	17891.8	57.223	1024	2.08	0.11	3.44
40	mobilenetv2_050	224	17837.51	57.397	1024	1.97	0.1	3.64
41	regnetx_004	224	17491.27	58.531	1024	5.16	0.4	3.14
42	regnetx_004_tv	224	16931.52	60.467	1024	5.5	0.42	3.17
43	cs3darknet_focus_s	256	16535.27	61.918	1024	3.27	0.69	2.7
44	lcnet_150	224	16211.53	63.155	1024	4.5	0.34	3.79
45	gernet_s	224	15890.89	64.43	1024	8.17	0.75	2.65
46	cs3darknet_s	256	15705.73	65.189	1024	3.28	0.72	2.97
47	levit_128	224	15600.03	65.631	1024	9.21	0.41	2.71
48	mobilenetv3_large_075	224	15141.94	67.617	1024	3.99	0.16	4.0
49	vit_tiny_r_s16_p8_224	224	15074.81	67.918	1024	6.34	0.44	2.06
50	levit_conv_128	224	15050.96	68.026	1024	9.21	0.41	2.71
51	repghostnet_080	224	14725.52	69.529	1024	3.28	0.1	3.22
52	resnet10t	224	14365.94	71.27	1024	5.44	1.1	2.43
53	pit_ti_224	224	14330.5	71.446	1024	4.85	0.7	6.19
54	pit_ti_distilled_224	224	14304.16	71.577	1024	5.1	0.71	6.23
55	mobilenetv3_rw	224	13802.85	74.178	1024	5.48	0.23	4.41
56	tf_efficientnetv2_b0	192	13802.18	74.181	1024	7.14	0.54	3.51
57	levit_192	224	13743.1	74.5	1024	10.95	0.66	3.2
58	mnasnet_075	224	13653.81	74.988	1024	3.17	0.23	4.77
59	hardcorenas_a	224	13581.17	75.389	1024	5.26	0.23	4.38
60	mobilenetv3_large_100	224	13556.89	75.524	1024	5.48	0.23	4.41
61	vit_small_patch32_224	224	13379.42	76.525	1024	22.88	1.15	2.5
62	levit_conv_192	224	13084.23	78.252	1024	10.95	0.66	3.2
63	tf_mobilenetv3_large_075	224	12872.36	79.54	1024	3.99	0.16	4.0
64	regnety_004	224	12765.55	80.202	1024	4.34	0.41	3.89
65	tinynet_b	188	12493.02	81.956	1024	3.73	0.21	4.44
66	tf_mobilenetv3_large_minimal_100	224	12397.28	82.589	1024	3.92	0.22	4.4
67	nf_regnet_b0	192	12394.96	82.604	1024	8.76	0.37	3.15
68	resnet34	160	12381.04	82.698	1024	21.8	1.87	1.91
69	hardcorenas_b	224	12362.7	82.82	1024	5.18	0.26	5.09
70	hardcorenas_c	224	12318.59	83.117	1024	5.52	0.28	5.01
71	mobilenetv1_100	224	12074.33	84.798	1024	4.23	0.58	5.04
72	repghostnet_100	224	12055.17	84.933	1024	4.07	0.15	3.98
73	resnet14t	176	11947.82	85.696	1024	10.08	1.07	3.61
74	mnasnet_100	224	11914.93	85.933	1024	4.38	0.33	5.46
75	regnety_006	224	11850.66	86.395	1024	6.06	0.61	4.33
76	mobilenetv1_100h	224	11818.6	86.634	1024	5.28	0.63	5.09
77	ghostnet_100	224	11799.55	86.773	1024	5.18	0.15	3.55
78	ese_vovnet19b_slim_dw	224	11783.68	86.891	1024	1.9	0.4	5.28
79	mixer_s32_224	224	11733.67	87.26	1024	19.1	1.0	2.28
80	tf_mobilenetv3_large_100	224	11642.43	87.945	1024	5.48	0.23	4.41
81	hardcorenas_d	224	11549.38	88.653	1024	7.5	0.3	4.93
82	semnasnet_075	224	11368.35	90.064	1024	2.91	0.23	5.54
83	mobilenetv2_075	224	11254.61	90.975	1024	2.64	0.22	5.86
84	mobilenet_edgetpu_v2_xs	224	11215.06	91.296	1024	4.46	0.7	4.8
85	resnet18	224	11188.75	91.511	1024	11.69	1.82	2.48
86	spnasnet_100	224	10760.35	95.154	1024	4.42	0.35	6.03
87	regnetx_008	224	10657.43	96.071	1024	7.26	0.81	5.15
88	tf_efficientnetv2_b1	192	10601.92	96.577	1024	8.14	0.76	4.59
89	mobilenetv4_conv_medium	224	10533.33	97.206	1024	9.72	0.84	5.8
90	seresnet18	224	10519.36	97.335	1024	11.78	1.82	2.49
91	repghostnet_111	224	10479.86	97.701	1024	4.54	0.18	4.38
92	deit_tiny_patch16_224	224	10451.69	97.965	1024	5.72	1.26	5.97
93	deit_tiny_distilled_patch16_224	224	10407.6	98.38	1024	5.91	1.27	6.01
94	vit_tiny_patch16_224	224	10405.73	98.398	1024	5.72	1.26	5.97
95	tf_efficientnetv2_b0	224	10314.64	99.267	1024	7.14	0.73	4.77
96	hardcorenas_f	224	10206.96	100.314	1024	8.2	0.35	5.57
97	legacy_seresnet18	224	10179.01	100.588	1024	11.78	1.82	2.49
98	tinynet_a	192	10107.12	101.305	1024	6.19	0.35	5.41
99	hardcorenas_e	224	10040.98	101.972	1024	8.07	0.35	5.65
100	semnasnet_100	224	10029.01	102.094	1024	3.89	0.32	6.23
101	mobilenet_edgetpu_100	224	10018.91	102.197	1024	4.09	1.0	5.75
102	levit_256	224	9996.37	102.427	1024	18.89	1.13	4.23
103	dla46_c	224	9963.65	102.763	1024	1.3	0.58	4.5
104	mobilenetv2_100	224	9887.57	103.554	1024	3.5	0.31	6.68
105	repvgg_a0	224	9797.14	104.51	1024	9.11	1.52	3.59
106	regnety_008	224	9778.52	104.708	1024	6.26	0.81	5.25
107	fbnetc_100	224	9724.0	105.297	1024	5.57	0.4	6.51
108	efficientnet_lite0	224	9657.18	106.025	1024	4.65	0.4	6.74
109	regnetx_006	224	9637.51	106.242	1024	6.2	0.61	3.98
110	levit_conv_256	224	9529.69	107.444	1024	18.89	1.13	4.23
111	resnet18d	224	9508.04	107.689	1024	11.71	2.06	3.29
112	hgnetv2_b0	224	9407.15	108.843	1024	6.0	0.33	2.12
113	pit_xs_224	224	9387.39	109.073	1024	10.62	1.4	7.71
114	regnety_008_tv	224	9370.17	109.273	1024	6.43	0.84	5.42
115	mobilenetv4_hybrid_medium_075	224	9355.37	109.446	1024	7.31	0.66	5.65
116	pit_xs_distilled_224	224	9342.89	109.592	1024	11.0	1.41	7.76
117	mobilenetv1_100	256	9270.71	110.445	1024	4.23	0.76	6.59
118	ese_vovnet19b_slim	224	9264.21	110.524	1024	3.17	1.69	3.52
119	mobilenetv1_125	224	9214.57	111.118	1024	6.27	0.89	6.3
120	vit_xsmall_patch16_clip_224	224	9204.49	111.24	1024	8.28	1.79	6.65
121	convnext_atto	224	9196.49	111.337	1024	3.7	0.55	3.81
122	vit_medium_patch32_clip_224	224	9164.71	111.723	1024	39.69	2.0	3.34
123	mobilenetv1_100h	256	9072.78	112.855	1024	5.28	0.82	6.65
124	repghostnet_130	224	8966.92	114.188	1024	5.48	0.25	5.24
125	ghostnet_130	224	8941.94	114.507	1024	7.36	0.24	4.6
126	convnext_atto_ols	224	8902.58	115.013	1024	3.7	0.58	4.11
127	regnetz_005	224	8898.94	115.06	1024	7.12	0.52	5.86
128	xcit_nano_12_p16_224	224	8661.49	118.214	1024	3.05	0.56	4.17
129	levit_256d	224	8476.14	120.799	1024	26.21	1.4	4.93
130	edgenext_xx_small	256	8329.49	122.926	1024	1.33	0.26	3.33
131	tf_efficientnet_lite0	224	8319.74	123.071	1024	4.65	0.4	6.74
132	fbnetv3_b	224	8315.87	123.128	1024	8.6	0.42	6.97
133	efficientnet_b0	224	8241.4	124.241	1024	5.29	0.4	6.75
134	levit_conv_256d	224	8143.78	125.73	1024	26.21	1.4	4.93
135	mnasnet_140	224	8104.58	126.338	1024	7.12	0.6	7.71
136	mobilenetv4_conv_medium	256	8092.13	126.533	1024	9.72	1.1	7.58
137	convnext_femto	224	8051.49	127.171	1024	5.22	0.79	4.57
138	tf_efficientnetv2_b2	208	7901.34	129.588	1024	10.1	1.06	6.0
139	mobilevit_xxs	256	7885.22	129.853	1024	1.27	0.42	8.34
140	repghostnet_150	224	7853.84	130.372	1024	6.58	0.32	6.0
141	convnext_femto_ols	224	7832.99	130.719	1024	5.23	0.82	4.87
142	mobilenet_edgetpu_v2_s	224	7762.61	131.904	1024	5.99	1.21	6.6
143	rexnetr_100	224	7696.45	133.034	1024	4.88	0.43	7.72
144	repvit_m1	224	7673.77	133.431	1024	5.49	0.83	7.45
145	resnet14t	224	7579.52	135.091	1024	10.08	1.69	5.8
146	mobilenetv4_hybrid_medium	224	7493.91	136.634	1024	11.07	0.98	6.84
147	mobilenetv2_110d	224	7490.18	136.702	1024	4.52	0.45	8.71
148	cs3darknet_focus_m	256	7460.64	137.244	1024	9.3	1.98	4.89
149	repvit_m0_9	224	7284.39	140.555	1024	5.49	0.83	7.45
150	rexnet_100	224	7243.9	141.351	1024	4.8	0.41	7.44
151	tf_efficientnet_b0	224	7243.0	141.368	1024	5.29	0.4	6.75
152	efficientnet_b1_pruned	240	7240.43	141.418	1024	6.33	0.4	6.21
153	efficientvit_b1	224	7214.92	141.918	1024	9.1	0.53	7.25
154	resnet50	160	7190.62	142.398	1024	25.56	2.1	5.67
155	cs3darknet_m	256	7120.83	143.794	1024	9.31	2.08	5.28
156	mobilevitv2_050	256	7087.19	144.476	1024	1.37	0.48	8.04
157	nf_regnet_b0	256	7083.25	144.556	1024	8.76	0.64	5.58
158	hrnet_w18_small	224	7050.65	145.221	1024	13.19	1.61	5.72
159	mobilenetv1_125	256	7010.8	146.05	1024	6.27	1.16	8.23
160	repvgg_a1	224	6986.39	146.561	1024	14.09	2.64	4.74
161	hgnetv2_b1	224	6916.93	148.033	1024	6.34	0.49	2.73
162	fbnetv3_d	224	6914.78	148.079	1024	10.31	0.52	8.5
163	gernet_m	224	6873.04	148.978	1024	21.14	3.02	5.24
164	visformer_tiny	224	6836.16	149.782	1024	10.32	1.27	5.72
165	pvt_v2_b0	224	6743.86	151.832	1024	3.67	0.57	7.99
166	tf_efficientnetv2_b1	240	6694.16	152.959	1024	8.14	1.21	7.34
167	resnet50d	160	6637.34	154.269	1024	25.58	2.22	6.08
168	edgenext_xx_small	288	6577.06	155.681	1024	1.33	0.33	4.21
169	vit_betwixt_patch32_clip_224	224	6547.37	156.388	1024	61.41	3.09	4.17
170	resnet34	224	6529.57	156.815	1024	21.8	3.67	3.74
171	ese_vovnet19b_dw	224	6511.74	157.245	1024	6.54	1.34	8.25
172	efficientnet_lite1	240	6378.58	160.527	1024	5.42	0.62	10.14
173	resnet18	288	6375.26	160.611	1024	11.69	3.01	4.11
174	fbnetv3_b	256	6364.95	160.871	1024	8.6	0.55	9.1
175	selecsls42	224	6333.78	161.663	1024	30.35	2.94	4.62
176	selecsls42b	224	6319.75	162.02	1024	32.46	2.98	4.62
177	crossvit_tiny_240	240	6299.42	162.544	1024	7.01	1.57	9.08
178	convnext_pico	224	6259.06	163.593	1024	9.05	1.37	6.1
179	efficientnet_es_pruned	224	6253.5	163.738	1024	5.44	1.81	8.73
180	crossvit_9_dagger_240	240	6253.37	163.741	1024	8.78	1.99	9.97
181	seresnet50	160	6246.72	163.91	1024	28.09	2.1	5.69
182	efficientnet_b0	256	6246.01	163.934	1024	5.29	0.52	8.81
183	efficientnet_es	224	6238.02	164.145	1024	5.44	1.81	8.73
184	efficientnet_blur_b0	224	6201.55	165.11	1024	5.29	0.43	8.72
185	mobilenetv3_large_150d	224	6128.32	167.083	1024	14.62
186	repvit_m1_0	224	6105.54	167.706	1024	7.3	1.13	8.69
187	seresnet34	224	6098.18	167.906	1024	21.96	3.67	3.74
188	convnext_pico_ols	224	6085.56	168.258	1024	9.06	1.43	6.5
189	resnext50_32x4d	160	6056.31	169.069	1024	25.03	2.17	7.35
190	repghostnet_200	224	6053.09	169.16	1024	9.8	0.54	7.96
191	mobilenet_edgetpu_v2_m	224	6048.59	169.285	1024	8.46	1.85	8.15
192	tiny_vit_5m_224	224	6035.01	169.666	1024	12.08	1.28	11.25
193	seresnet18	288	6022.58	170.017	1024	11.78	3.01	4.11
194	levit_384	224	6010.01	170.372	1024	39.13	2.36	6.26
195	cs3darknet_focus_m	288	5993.42	170.844	1024	9.3	2.51	6.19
196	resnet26	224	5987.24	171.021	1024	16.0	2.36	7.35
197	dla34	224	5969.98	171.514	1024	15.74	3.07	5.02
198	repvit_m2	224	5966.06	171.627	1024	8.8	1.36	9.43
199	resnet34d	224	5928.79	172.706	1024	21.82	3.91	4.54
200	tf_efficientnet_es	224	5915.64	173.09	1024	5.44	1.81	8.73
201	legacy_seresnet34	224	5895.55	173.68	1024	21.96	3.67	3.74
202	resnetrs50	160	5890.41	173.832	1024	35.69	2.29	6.2
203	crossvit_9_240	240	5878.46	174.185	1024	8.55	1.85	9.52
204	efficientnet_b0_g16_evos	224	5867.79	174.502	1024	8.11	1.01	7.42
205	ecaresnet50t	160	5866.78	174.532	1024	25.57	2.21	6.04
206	resnet50	176	5862.03	174.673	1024	25.56	2.62	6.92
207	efficientnet_b1	224	5792.59	176.768	1024	7.79	0.59	9.36
208	cs3darknet_m	288	5761.99	177.707	1024	9.31	2.63	6.69
209	mobilenetv4_hybrid_medium	256	5760.47	177.753	1024	11.07	1.29	9.01
210	levit_conv_384	224	5757.96	177.831	1024	39.13	2.36	6.26
211	ghostnetv2_100	224	5689.23	179.979	1024	6.16	0.18	4.55
212	tf_efficientnet_lite1	240	5688.37	180.007	1024	5.42	0.62	10.14
213	mixnet_s	224	5667.55	180.667	1024	4.13	0.25	6.25
214	repvit_m1_1	224	5665.98	180.718	1024	8.8	1.36	9.43
215	resnetblur18	224	5629.69	181.883	1024	11.69	2.34	3.39
216	efficientvit_b1	256	5607.85	182.591	1024	9.1	0.69	9.46
217	convnext_atto	288	5598.29	182.904	1024	3.7	0.91	6.3
218	hgnetv2_b0	288	5561.84	184.102	1024	6.0	0.54	3.51
219	selecsls60	224	5536.37	184.949	1024	30.67	3.59	5.52
220	resnet18d	288	5520.36	185.486	1024	11.71	3.41	5.43
221	xcit_tiny_12_p16_224	224	5519.98	185.498	1024	6.72	1.24	6.29
222	dla46x_c	224	5516.82	185.602	1024	1.07	0.54	5.66
223	selecsls60b	224	5514.38	185.687	1024	32.77	3.63	5.52
224	darknet17	256	5477.03	186.952	1024	14.3	3.26	7.18
225	skresnet18	224	5436.76	188.337	1024	11.96	1.82	3.24
226	regnetz_005	288	5429.12	188.602	1024	7.12	0.86	9.68
227	convnext_atto_ols	288	5423.39	188.802	1024	3.7	0.96	6.8
228	resmlp_12_224	224	5417.84	188.996	1024	15.35	3.01	5.5
229	convnextv2_atto	224	5393.05	189.864	1024	3.71	0.55	3.81
230	mobilenet_edgetpu_v2_l	224	5392.86	189.871	1024	10.92	2.55	9.05
231	nf_regnet_b2	240	5319.96	192.472	1024	14.31	0.97	7.23
232	nf_regnet_b1	256	5313.59	192.704	1024	10.22	0.82	7.27
233	repvgg_b0	224	5312.16	192.755	1024	15.82	3.41	6.15
234	edgenext_x_small	256	5311.8	192.768	1024	2.34	0.54	5.93
235	dla60x_c	224	5286.77	193.68	1024	1.32	0.59	6.01
236	tf_mixnet_s	224	5242.96	195.299	1024	4.13	0.25	6.25
237	resnet26d	224	5233.24	195.662	1024	16.01	2.6	8.15
238	resnetaa34d	224	5231.1	195.743	1024	21.82	4.43	5.07
239	vit_tiny_r_s16_p8_384	384	5200.71	196.885	1024	6.36	1.34	6.49
240	mobilenetv4_conv_medium	320	5184.61	197.498	1024	9.72	1.71	11.84
241	semnasnet_140	224	5180.64	197.649	1024	6.11	0.6	8.87
242	fbnetv3_d	256	5175.76	197.836	1024	10.31	0.68	11.1
243	vit_base_patch32_clip_224	224	5121.46	199.933	1024	88.22	4.41	5.01
244	vit_base_patch32_224	224	5114.3	200.213	1024	88.22	4.41	5.01
245	mobilenetv4_conv_aa_medium	256	5106.4	200.523	1024	9.72	1.58	10.3
246	gmixer_12_224	224	5100.86	200.741	1024	12.7	2.67	7.26
247	regnetz_b16	224	5067.77	202.051	1024	9.72	1.45	9.95
248	mobilenetv2_140	224	5065.51	202.141	1024	6.11	0.6	9.57
249	mobilenetv4_conv_blur_medium	224	5036.62	203.302	1024	9.72	1.22	8.58
250	mixer_s16_224	224	5021.22	203.925	1024	18.53	3.79	5.97
251	tiny_vit_11m_224	224	5013.61	204.233	1024	20.35	2.04	13.49
252	hgnetv2_b4	224	4999.81	204.797	1024	19.8	2.75	6.7
253	eva02_tiny_patch14_224	224	4958.89	206.487	1024	5.5	1.7	9.14
254	efficientnet_b1	240	4954.82	206.656	1024	7.79	0.71	10.88
255	pit_s_224	224	4950.08	206.854	1024	23.46	2.88	11.56
256	resnext50_32x4d	176	4946.85	206.99	1024	25.03	2.71	8.97
257	pit_s_distilled_224	224	4922.56	208.011	1024	24.04	2.9	11.64
258	darknet21	256	4915.34	208.316	1024	20.86	3.93	7.47
259	nf_resnet26	224	4912.43	208.441	1024	16.0	2.41	7.35
260	convnext_femto	288	4895.87	209.146	1024	5.22	1.3	7.56
261	efficientnet_lite2	260	4895.77	209.15	1024	6.09	0.89	12.9
262	gmlp_ti16_224	224	4887.42	209.508	1024	5.87	1.34	7.55
263	tf_efficientnetv2_b2	260	4842.96	211.431	1024	10.1	1.72	9.84
264	convnext_femto_ols	288	4762.02	215.024	1024	5.23	1.35	8.06
265	efficientnet_b2_pruned	260	4761.44	215.051	1024	8.31	0.73	9.13
266	efficientnetv2_rw_t	224	4734.23	216.287	1024	13.65	1.93	9.94
267	resnext26ts	256	4729.62	216.496	1024	10.3	2.43	10.52
268	ecaresnet50d_pruned	224	4721.76	216.858	1024	19.94	2.53	6.43
269	mixer_b32_224	224	4721.22	216.883	1024	60.29	3.24	6.29
270	sedarknet21	256	4717.55	217.052	1024	20.95	3.93	7.47
271	efficientnet_cc_b0_4e	224	4699.43	217.889	1024	13.31	0.41	9.42
272	efficientformer_l1	224	4692.55	218.208	1024	12.29	1.3	5.53
273	hgnetv2_b2	224	4665.47	219.475	1024	11.22	1.15	4.12
274	efficientnet_cc_b0_8e	224	4649.86	220.212	1024	24.01	0.42	9.42
275	deit_small_patch16_224	224	4640.58	220.651	1024	22.05	4.61	11.95
276	dpn48b	224	4632.75	221.023	1024	9.13	1.69	8.92
277	vit_base_patch32_clip_quickgelu_224	224	4629.11	221.199	1024	87.85	4.41	5.01
278	vit_small_patch32_384	384	4623.55	221.464	1024	22.92	3.45	8.25
279	convnextv2_femto	224	4619.54	221.657	1024	5.23	0.79	4.57
280	vit_small_patch16_224	224	4616.6	221.798	1024	22.05	4.61	11.95
281	mobilenet_edgetpu_v2_m	256	4603.21	222.443	1024	8.46	2.42	10.65
282	mobilevitv2_075	256	4603.11	222.448	1024	2.87	1.05	12.06
283	rexnetr_130	224	4600.81	222.56	1024	7.61	0.68	9.81
284	deit_small_distilled_patch16_224	224	4599.62	222.617	1024	22.44	4.63	12.02
285	gc_efficientnetv2_rw_t	224	4586.63	223.247	1024	13.68	1.94	9.97
286	eca_resnext26ts	256	4583.46	223.402	1024	10.3	2.43	10.52
287	seresnext26ts	256	4576.49	223.742	1024	10.39	2.43	10.52
288	tf_efficientnetv2_b3	240	4549.81	225.054	1024	14.36	1.93	9.95
289	legacy_seresnext26_32x4d	224	4538.76	225.601	1024	16.79	2.49	9.39
290	gcresnext26ts	256	4524.04	226.336	1024	10.48	2.43	10.53
291	tf_efficientnet_b1	240	4521.51	226.463	1024	7.79	0.71	10.88
292	gernet_l	256	4517.69	226.654	1024	31.08	4.57	8.0
293	resnet101	160	4424.84	231.411	1024	44.55	4.0	8.28
294	convnext_nano	224	4416.52	231.847	1024	15.59	2.46	8.37
295	tf_efficientnet_lite2	260	4392.9	233.093	1024	6.09	0.89	12.9
296	efficientnet_b1	256	4384.99	233.513	1024	7.79	0.77	12.22
297	rexnet_130	224	4380.06	233.776	1024	7.56	0.68	9.71
298	efficientvit_b1	288	4359.22	234.894	1024	9.1	0.87	11.96
299	ghostnetv2_130	224	4355.29	235.105	1024	8.96	0.28	5.9
300	mobilenetv4_conv_large	256	4341.06	235.877	1024	32.59	2.86	12.14
301	tf_efficientnet_cc_b0_4e	224	4338.57	236.012	1024	13.31	0.41	9.42
302	mobilenetv2_120d	224	4324.07	236.803	1024	5.83	0.69	11.97
303	tf_efficientnet_cc_b0_8e	224	4315.19	237.291	1024	24.01	0.42	9.42
304	deit3_small_patch16_224	224	4283.7	239.035	1024	22.06	4.61	11.95
305	vit_relpos_small_patch16_rpn_224	224	4272.39	239.667	1024	21.97	4.59	13.05
306	vit_wee_patch16_reg1_gap_256	256	4262.7	240.213	1024	13.42	3.83	13.9
307	cs3darknet_focus_l	256	4254.84	240.657	1024	21.15	4.66	8.03
308	vit_relpos_small_patch16_224	224	4248.63	241.008	1024	21.98	4.59	13.05
309	vit_pwee_patch16_reg1_gap_256	256	4244.05	241.269	1024	15.25	4.37	15.87
310	regnetx_016	224	4239.24	241.54	1024	9.19	1.62	7.93
311	edgenext_x_small	288	4233.57	241.864	1024	2.34	0.68	7.5
312	vit_srelpos_small_patch16_224	224	4224.03	242.412	1024	21.97	4.59	12.16
313	nf_regnet_b1	288	4209.65	243.24	1024	10.22	1.02	9.2
314	nf_ecaresnet26	224	4182.26	244.834	1024	16.0	2.41	7.36
315	efficientnet_b2	256	4174.44	245.292	1024	9.11	0.89	12.81
316	nf_seresnet26	224	4174.23	245.305	1024	17.4	2.41	7.36
317	mobilenetv4_hybrid_large_075	256	4171.98	245.436	1024	22.75	2.06	11.64
318	nf_regnet_b2	272	4148.23	246.842	1024	14.31	1.22	9.27
319	cs3darknet_l	256	4138.17	247.442	1024	21.16	4.86	8.55
320	convnext_nano_ols	224	4136.46	247.544	1024	15.65	2.65	9.38
321	rexnetr_150	224	4135.64	247.594	1024	9.78	0.89	11.13
322	ecaresnext50t_32x4d	224	4123.94	248.296	1024	15.41	2.7	10.09
323	ecaresnext26t_32x4d	224	4122.74	248.367	1024	15.41	2.7	10.09
324	seresnext26t_32x4d	224	4117.08	248.709	1024	16.81	2.7	10.09
325	poolformer_s12	224	4088.18	250.468	1024	11.92	1.82	5.53
326	repvgg_a2	224	4084.78	250.676	1024	28.21	5.7	6.26
327	seresnext26d_32x4d	224	4078.22	251.079	1024	16.81	2.73	10.19
328	resnet26t	256	4062.55	252.048	1024	16.01	3.35	10.52
329	hgnet_tiny	224	4057.65	252.352	1024	14.74	4.54	6.36
330	hgnetv2_b1	288	4056.18	252.444	1024	6.34	0.82	4.51
331	flexivit_small	240	4044.24	253.19	1024	22.06	5.35	14.18
332	repvit_m3	224	4026.3	254.31	1024	10.68	1.89	13.94
333	edgenext_small	256	4025.36	254.377	1024	5.59	1.26	9.07
334	mobileone_s1	224	4001.06	255.921	1024	4.83	0.86	9.67
335	vit_base_patch32_clip_256	256	3985.68	256.91	1024	87.86	5.76	6.65
336	resnetv2_50	224	3927.67	260.703	1024	25.55	4.11	11.11
337	eca_botnext26ts_256	256	3922.63	261.039	1024	10.59	2.46	11.6
338	regnety_016	224	3879.4	263.947	1024	11.2	1.63	8.04
339	pvt_v2_b1	224	3876.64	264.136	1024	14.01	2.12	15.39
340	cs3sedarknet_l	256	3859.41	265.314	1024	21.91	4.86	8.56
341	mobilenetv4_conv_blur_medium	256	3857.99	265.413	1024	9.72	1.59	11.2
342	dpn68	224	3853.11	265.748	1024	12.61	2.35	10.47
343	ese_vovnet19b_dw	288	3852.02	265.825	1024	6.54	2.22	13.63
344	fbnetv3_g	240	3837.93	266.791	1024	16.62	1.28	14.87
345	resnet34	288	3825.08	267.697	1024	21.8	6.07	6.18
346	convnext_pico	288	3802.68	269.273	1024	9.05	2.27	10.08
347	eca_halonext26ts	256	3798.67	269.558	1024	10.76	2.44	11.46
348	ecaresnetlight	224	3794.95	269.822	1024	30.16	4.11	8.42
349	dpn68b	224	3764.97	271.97	1024	12.61	2.35	10.47
350	efficientnet_em	240	3750.15	273.045	1024	6.9	3.04	14.34
351	mixnet_m	224	3745.46	273.387	1024	5.01	0.36	8.19
352	hgnetv2_b3	224	3744.03	273.492	1024	16.29	1.78	5.07
353	resnet50	224	3729.86	274.531	1024	25.56	4.11	11.11
354	efficientnet_b3_pruned	300	3729.22	274.578	1024	9.86	1.04	11.86
355	bat_resnext26ts	256	3705.73	276.319	1024	10.73	2.53	12.51
356	convnext_pico_ols	288	3702.45	276.564	1024	9.06	2.37	10.74
357	rexnet_150	224	3700.42	276.715	1024	9.73	0.9	11.21
358	botnet26t_256	256	3668.77	279.103	1024	12.49	3.32	11.98
359	hrnet_w18_small_v2	224	3662.73	279.553	1024	15.6	2.62	9.65
360	resnest14d	224	3658.62	279.877	1024	10.61	2.76	7.33
361	resnet32ts	256	3655.47	280.118	1024	17.96	4.63	11.58
362	ecaresnet26t	256	3636.71	281.563	1024	16.01	3.35	10.53
363	resnet101	176	3629.67	282.109	1024	44.55	4.92	10.08
364	mobilenetv4_hybrid_medium	320	3627.2	282.301	1024	11.07	2.05	14.36
365	resnext26ts	288	3614.6	283.286	1024	10.3	3.07	13.31
366	resnetv2_50t	224	3605.27	284.018	1024	25.57	4.32	11.82
367	resnet33ts	256	3596.87	284.683	1024	19.68	4.76	11.66
368	tf_efficientnet_em	240	3593.09	284.981	1024	6.9	3.04	14.34
369	resnetv2_50d	224	3590.41	285.193	1024	25.57	4.35	11.92
370	seresnet34	288	3587.79	285.399	1024	21.96	6.07	6.18
371	regnetv_040	224	3583.87	285.714	1024	20.64	4.0	12.29
372	tf_mixnet_m	224	3580.97	285.946	1024	5.01	0.36	8.19
373	halonet26t	256	3578.92	286.11	1024	12.48	3.19	11.69
374	edgenext_small_rw	256	3571.34	286.716	1024	7.83	1.58	9.51
375	ecaresnet101d_pruned	224	3571.05	286.74	1024	24.88	3.48	7.69
376	dla60	224	3563.95	287.311	1024	22.04	4.26	10.16
377	coat_lite_tiny	224	3562.29	287.445	1024	5.72	1.6	11.65
378	regnety_040	224	3558.64	287.74	1024	20.65	4.0	12.29
379	resnet50c	224	3552.9	288.205	1024	25.58	4.35	11.92
380	convnextv2_pico	224	3531.58	289.945	1024	9.07	1.37	6.1
381	vit_small_resnet26d_224	224	3508.49	291.853	1024	63.61	5.07	11.12
382	resnet26	288	3505.0	292.144	1024	16.0	3.9	12.15
383	eca_resnext26ts	288	3503.71	292.25	1024	10.3	3.07	13.32
384	seresnext26ts	288	3501.42	292.44	1024	10.39	3.07	13.32
385	tf_efficientnet_b2	260	3496.2	292.88	1024	9.11	1.02	13.83
386	resnet34d	288	3493.39	293.114	1024	21.82	6.47	7.51
387	eca_resnet33ts	256	3492.62	293.179	1024	19.68	4.76	11.66
388	efficientnet_b1	288	3488.73	293.505	1024	7.79	0.97	15.46
389	seresnet33ts	256	3486.45	293.698	1024	19.78	4.76	11.66
390	gcresnext26ts	288	3458.99	296.03	1024	10.48	3.07	13.33
391	tresnet_m	224	3453.12	296.532	1024	31.39	5.75	7.31
392	gcresnet33ts	256	3446.19	297.129	1024	19.88	4.76	11.68
393	coatnet_nano_cc_224	224	3441.88	297.501	1024	13.76	2.24	15.02
394	resnet50t	224	3439.67	297.693	1024	25.57	4.32	11.82
395	ghostnetv2_160	224	3435.57	298.048	1024	12.39	0.42	7.23
396	resnet50d	224	3420.07	299.4	1024	25.58	4.35	11.92
397	efficientvit_b2	224	3405.99	300.636	1024	24.33	1.6	14.62
398	vovnet39a	224	3393.85	301.712	1024	22.6	7.09	6.73
399	coatnext_nano_rw_224	224	3385.52	302.454	1024	14.7	2.47	12.8
400	coatnet_nano_rw_224	224	3380.48	302.905	1024	15.14	2.41	15.41
401	legacy_seresnet50	224	3371.1	303.744	1024	28.09	3.88	10.6
402	efficientnet_b0_gn	224	3367.52	304.072	1024	5.29	0.42	6.75
403	cs3darknet_focus_l	288	3358.65	304.874	1024	21.15	5.9	10.16
404	fastvit_t8	256	3353.24	305.366	1024	4.03	0.7	8.63
405	convit_tiny	224	3349.24	305.73	1024	5.71	1.26	7.94
406	repvit_m1_5	224	3348.79	305.769	1024	14.64	2.31	15.7
407	coat_lite_mini	224	3328.7	307.616	1024	11.01	2.0	12.25
408	selecsls84	224	3309.96	309.357	1024	50.95	5.9	7.57
409	efficientnet_b2	288	3305.5	309.776	1024	9.11	1.12	16.2
410	sam2_hiera_tiny	224	3299.25	310.362	1024	26.85	4.91	17.12
411	haloregnetz_b	224	3297.58	310.52	1024	11.68	1.97	11.94
412	resnetblur18	288	3296.17	310.652	1024	11.69	3.87	5.6
413	resnetaa50	224	3294.4	310.82	1024	25.56	5.15	11.64
414	levit_512	224	3286.88	311.53	1024	95.17	5.64	10.22
415	vit_tiny_patch16_384	384	3281.68	312.024	1024	5.79	4.7	25.39
416	ese_vovnet39b	224	3281.48	312.043	1024	24.57	7.09	6.74
417	mobilevit_xs	256	3279.06	312.274	1024	2.32	1.05	16.33
418	wide_resnet50_2	176	3279.04	312.276	1024	68.88	7.29	8.97
419	eca_vovnet39b	224	3274.47	312.712	1024	22.6	7.09	6.74
420	convnextv2_atto	288	3271.31	313.015	1024	3.71	0.91	6.3
421	mobileone_s2	224	3268.79	313.256	1024	7.88	1.34	11.55
422	cs3darknet_l	288	3263.27	313.785	1024	21.16	6.16	10.83
423	seresnet50	224	3243.29	315.718	1024	28.09	4.11	11.13
424	vit_small_r26_s32_224	224	3242.11	315.833	1024	36.43	3.56	9.85
425	regnetx_032	224	3239.67	316.071	1024	15.3	3.2	11.37
426	nf_regnet_b3	288	3220.95	317.909	1024	18.59	1.67	11.84
427	res2net50_48w_2s	224	3208.95	319.097	1024	25.29	4.18	11.72
428	resnetaa34d	288	3173.49	322.664	1024	21.82	7.33	8.38
429	dla60x	224	3140.94	326.005	1024	17.35	3.54	13.8
430	resnext50_32x4d	224	3135.91	326.53	1024	25.03	4.26	14.4
431	mobileone_s0	224	3126.59	327.503	1024	5.29	1.09	15.48
432	convnext_tiny	224	3120.16	328.178	1024	28.59	4.47	13.44
433	visformer_small	224	3116.52	328.562	1024	40.22	4.88	11.43
434	resnet152	160	3116.12	328.603	1024	60.19	5.9	11.51
435	levit_conv_512	224	3097.94	330.532	1024	95.17	5.64	10.22
436	vit_relpos_base_patch32_plus_rpn_256	256	3096.69	330.659	1024	119.42	7.68	8.01
437	resnet26d	288	3085.16	331.901	1024	16.01	4.29	13.48
438	skresnet34	224	3069.81	333.561	1024	22.28	3.67	5.13
439	levit_512d	224	3062.18	334.39	1024	92.5	5.85	11.3
440	resnet50_clip_gap	224	3051.19	335.595	1024	23.53	5.39	12.44
441	eca_nfnet_l0	224	3050.64	335.658	1024	24.14	4.35	10.47
442	resnetaa50d	224	3048.06	335.941	1024	25.58	5.39	12.44
443	regnetz_c16	256	3040.22	336.807	1024	13.46	2.51	16.57
444	cs3sedarknet_l	288	3038.16	337.035	1024	21.91	6.16	10.83
445	xcit_nano_12_p16_384	384	3035.13	337.372	1024	3.05	1.64	12.15
446	tiny_vit_21m_224	224	3034.37	337.457	1024	33.22	4.29	20.08
447	densenet121	224	3031.71	337.752	1024	7.98	2.87	6.9
448	nfnet_l0	224	3030.88	337.845	1024	35.07	4.36	10.47
449	resnetrs50	224	3023.9	338.625	1024	35.69	4.48	12.14
450	ecaresnet50t	224	3023.88	338.627	1024	25.57	4.32	11.83
451	regnetz_b16	288	3023.06	338.719	1024	9.72	2.39	16.43
452	seresnet50t	224	3021.11	338.934	1024	28.1	4.32	11.83
453	ecaresnet50d	224	3008.25	340.387	1024	25.58	4.35	11.93
454	vit_base_patch32_plus_256	256	3003.41	340.935	1024	119.48	7.79	7.76
455	vit_medium_patch16_clip_224	224	3002.97	340.985	1024	38.59	8.0	15.93
456	hgnetv2_b4	288	3001.56	341.146	1024	19.8	4.54	11.08
457	crossvit_small_240	240	2994.9	341.904	1024	26.86	5.63	18.17
458	resnet50s	224	2990.06	342.458	1024	25.68	5.47	13.52
459	rexnetr_200	224	2981.52	343.438	1024	16.52	1.59	15.11
460	mixnet_l	224	2960.5	345.878	1024	7.33	0.58	10.84
461	efficientnet_cc_b1_8e	240	2957.88	346.183	1024	39.72	0.75	15.44
462	xcit_tiny_24_p16_224	224	2951.65	346.913	1024	12.12	2.34	11.82
463	gcresnext50ts	256	2949.61	347.155	1024	15.67	3.75	15.46
464	lambda_resnet26rpt_256	256	2920.38	350.629	1024	10.99	3.16	11.87
465	hiera_tiny_224	224	2913.8	351.42	1024	27.91	4.91	17.13
466	resnext50d_32x4d	224	2906.09	352.354	1024	25.05	4.5	15.2
467	resnet32ts	288	2900.64	353.016	1024	17.96	5.86	14.65
468	vit_little_patch16_reg1_gap_256	256	2900.54	353.027	1024	22.52	6.27	18.06
469	levit_conv_512d	224	2894.37	353.779	1024	92.5	5.85	11.3
470	res2net50_26w_4s	224	2886.15	354.784	1024	25.7	4.28	12.61
471	resnetv2_50x1_bit	224	2881.41	355.371	1024	25.55	4.23	11.11
472	mobilenetv4_conv_large	320	2873.61	356.335	1024	32.59	4.47	18.97
473	tf_efficientnetv2_b3	300	2870.86	356.676	1024	14.36	3.04	15.74
474	vit_little_patch16_reg4_gap_256	256	2870.27	356.75	1024	22.52	6.35	18.33
475	mobilevitv2_100	256	2869.22	356.881	1024	4.9	1.84	16.08
476	coatnet_pico_rw_224	224	2867.77	357.061	1024	10.85	2.05	14.62
477	efficientnetv2_rw_t	288	2863.9	357.543	1024	13.65	3.19	16.42
478	resnet33ts	288	2854.58	358.712	1024	19.68	6.02	14.75
479	cspresnet50	256	2853.48	358.849	1024	21.62	4.54	11.5
480	inception_next_tiny	224	2844.01	360.044	1024	28.06	4.19	11.98
481	resnet50_clip	224	2836.87	360.947	1024	38.32	6.14	12.98
482	res2next50	224	2827.45	362.148	1024	24.67	4.2	13.71
483	tf_mixnet_l	224	2826.43	362.284	1024	7.33	0.58	10.84
484	dla60_res2next	224	2826.22	362.31	1024	17.03	3.49	13.17
485	vit_base_resnet26d_224	224	2826.06	362.331	1024	101.4	6.97	13.16
486	hgnetv2_b5	224	2824.85	362.487	1024	39.57	6.56	11.19
487	vovnet57a	224	2824.04	362.591	1024	36.64	8.95	7.52
488	deit3_medium_patch16_224	224	2819.68	363.151	1024	38.85	8.0	15.93
489	convnextv2_femto	288	2809.3	364.492	1024	5.23	1.3	7.56
490	res2net50_14w_8s	224	2809.15	364.506	1024	25.06	4.21	13.28
491	gcresnet50t	256	2800.68	365.615	1024	25.9	5.42	14.67
492	crossvit_15_240	240	2793.66	366.534	1024	27.53	5.81	19.77
493	vit_relpos_medium_patch16_rpn_224	224	2791.96	366.75	1024	38.73	7.97	17.02
494	seresnext50_32x4d	224	2785.57	367.599	1024	27.56	4.26	14.42
495	dla60_res2net	224	2784.11	367.789	1024	20.85	4.15	12.34
496	convnext_tiny_hnf	224	2781.72	368.1	1024	28.59	4.47	13.44
497	gc_efficientnetv2_rw_t	288	2780.71	368.241	1024	13.68	3.2	16.45
498	gcvit_xxtiny	224	2779.24	368.435	1024	12.0	2.14	15.36
499	vgg11_bn	224	2779.08	368.458	1024	132.87	7.62	7.44
500	legacy_seresnext50_32x4d	224	2778.41	368.545	1024	27.56	4.26	14.42
501	tf_efficientnet_cc_b1_8e	240	2776.91	368.745	1024	39.72	0.75	15.44
502	vit_relpos_medium_patch16_224	224	2773.12	369.248	1024	38.75	7.97	17.02
503	resmlp_24_224	224	2769.63	369.714	1024	30.02	5.96	10.91
504	crossvit_15_dagger_240	240	2769.4	369.745	1024	28.21	6.13	20.43
505	hgnetv2_b2	288	2767.58	369.987	1024	11.22	1.89	6.8
506	eca_resnet33ts	288	2765.99	370.2	1024	19.68	6.02	14.76
507	vit_srelpos_medium_patch16_224	224	2763.71	370.506	1024	38.74	7.96	16.21
508	seresnet33ts	288	2762.81	370.627	1024	19.78	6.02	14.76
509	twins_svt_small	224	2759.48	371.074	1024	24.06	2.94	13.75
510	vit_relpos_medium_patch16_cls_224	224	2754.95	371.684	1024	38.76	8.03	18.24
511	twins_pcpvt_small	224	2745.95	372.902	1024	24.11	3.83	18.08
512	nextvit_small	224	2739.59	373.768	1024	31.76	5.81	18.44
513	davit_tiny	224	2738.13	280.473	768	28.36	4.54	18.89
514	gcresnet33ts	288	2730.01	375.08	1024	19.88	6.02	14.78
515	cspresnet50d	256	2722.26	376.147	1024	21.64	4.86	12.55
516	fbnetv3_g	288	2718.22	376.707	1024	16.62	1.77	21.09
517	seresnetaa50d	224	2716.73	376.913	1024	28.11	5.4	12.46
518	ese_vovnet57b	224	2715.38	377.101	1024	38.61	8.95	7.52
519	rexnet_200	224	2713.9	377.301	1024	16.37	1.56	14.91
520	resnetblur50	224	2713.18	377.406	1024	25.56	5.16	12.02
521	ecaresnet50d_pruned	288	2709.71	377.889	1024	19.94	4.19	10.61
522	nfnet_f0	192	2708.66	378.036	1024	71.49	7.21	10.16
523	efficientvit_l1	224	2706.35	378.359	1024	52.65	5.27	15.85
524	convnext_nano	288	2696.47	379.744	1024	15.59	4.06	13.84
525	hgnet_small	224	2694.73	379.99	1024	24.36	8.53	8.79
526	res2net50d	224	2694.69	379.989	1024	25.72	4.52	13.41
527	cspresnet50w	256	2694.09	380.081	1024	28.12	5.04	12.19
528	coatnet_0_rw_224	224	2684.42	381.451	1024	27.44	4.43	18.73
529	poolformerv2_s12	224	2665.71	384.127	1024	11.89	1.83	5.53
530	mobileone_s3	224	2662.7	384.561	1024	10.17	1.94	13.85
531	resnest26d	224	2658.83	385.121	1024	17.07	3.64	9.97
532	efficientvit_b2	256	2647.05	386.835	1024	24.33	2.09	19.03
533	regnetx_040	224	2643.92	387.289	1024	22.12	3.99	12.2
534	regnety_032	224	2640.33	387.82	1024	19.44	3.2	11.26
535	resnet51q	256	2620.47	390.76	1024	35.7	6.38	16.55
536	repvgg_b1g4	224	2615.17	391.55	1024	39.97	8.15	10.64
537	nf_regnet_b3	320	2615.09	391.563	1024	18.59	2.05	14.61
538	gmixer_24_224	224	2609.82	392.354	1024	24.72	5.28	14.45
539	densenetblur121d	224	2595.94	394.451	1024	8.0	3.11	7.9
540	edgenext_small	320	2590.64	395.256	1024	5.59	1.97	14.16
541	mobilevit_s	256	2588.55	395.577	1024	5.58	2.03	19.94
542	cs3darknet_focus_x	256	2586.12	395.949	1024	35.02	8.03	10.69
543	inception_v3	299	2561.31	399.784	1024	23.83	5.73	8.97
544	resnet152	176	2560.74	399.874	1024	60.19	7.22	13.99
545	nf_ecaresnet50	224	2541.49	402.904	1024	25.56	4.21	11.13
546	resnetblur50d	224	2541.42	402.913	1024	25.58	5.4	12.82
547	resnet26t	320	2540.06	403.129	1024	16.01	5.24	16.44
548	nf_seresnet50	224	2535.8	403.807	1024	28.09	4.21	11.13
549	convnextv2_nano	224	2534.59	403.998	1024	15.62	2.46	8.37
550	efficientnet_b0_g8_gn	224	2533.38	404.193	1024	6.56	0.66	6.75
551	resnetrs101	192	2519.45	406.427	1024	63.62	6.04	12.7
552	convnext_nano_ols	288	2512.2	407.6	1024	15.65	4.38	15.5
553	vit_medium_patch16_gap_240	240	2499.59	409.656	1024	44.4	9.22	18.81
554	densenet169	224	2499.14	409.729	1024	14.15	3.4	7.3
555	mobilenetv4_hybrid_medium	384	2489.91	411.248	1024	11.07	3.01	21.18
556	xcit_small_12_p16_224	224	2480.75	412.767	1024	26.25	4.82	12.58
557	cs3darknet_x	256	2478.79	413.095	1024	35.05	8.38	11.35
558	cspresnext50	256	2475.13	413.705	1024	20.57	4.05	15.86
559	darknetaa53	256	2444.37	418.912	1024	36.02	7.97	12.39
560	darknet53	256	2438.24	419.962	1024	41.61	9.31	12.39
561	seresnext26t_32x4d	288	2437.82	420.035	1024	16.81	4.46	16.68
562	maxvit_pico_rw_256	256	2433.04	315.645	768	7.46	1.83	22.3
563	sehalonet33ts	256	2426.84	421.938	1024	13.69	3.55	14.7
564	maxvit_rmlp_pico_rw_256	256	2425.78	316.588	768	7.52	1.85	24.86
565	seresnext26d_32x4d	288	2422.58	422.677	1024	16.81	4.51	16.85
566	vit_base_r26_s32_224	224	2414.03	424.176	1024	101.38	6.81	12.36
567	hgnet_tiny	288	2409.6	424.956	1024	14.74	7.51	10.51
568	focalnet_tiny_srf	224	2408.09	425.223	1024	28.43	4.42	16.32
569	fastvit_t12	256	2389.89	428.462	1024	7.55	1.42	12.42
570	coatnet_rmlp_nano_rw_224	224	2375.1	431.128	1024	15.15	2.62	20.34
571	resnet61q	256	2368.57	432.318	1024	36.85	7.8	17.01
572	edgenext_base	256	2365.56	432.866	1024	18.51	3.85	15.58
573	resnetv2_101	224	2358.08	434.239	1024	44.54	7.83	16.23
574	hiera_small_224	224	2356.28	434.571	1024	35.01	6.42	20.75
575	nf_resnet50	256	2351.74	435.412	1024	25.56	5.46	14.52
576	cs3sedarknet_x	256	2344.23	436.807	1024	35.4	8.38	11.35
577	resnet50_mlp	256	2333.79	438.762	1024	26.65	7.05	16.25
578	ecaresnet50t	256	2331.13	439.262	1024	25.57	5.64	15.45
579	resnetv2_50	288	2330.51	439.377	1024	25.55	6.79	18.37
580	xcit_nano_12_p8_224	224	2328.05	439.842	1024	3.05	2.16	15.71
581	efficientnet_lite3	300	2314.24	442.468	1024	8.2	1.65	21.85
582	resnest50d_1s4x24d	224	2310.08	443.264	1024	25.68	4.43	13.57
583	resnet101	224	2287.55	447.629	1024	44.55	7.83	16.23
584	dm_nfnet_f0	192	2284.54	448.22	1024	71.49	7.21	10.16
585	efficientnetv2_s	288	2283.97	448.33	1024	21.46	4.75	20.13
586	ecaresnet26t	320	2283.24	448.474	1024	16.01	5.24	16.44
587	pvt_v2_b2	224	2282.41	448.635	1024	25.36	4.05	27.53
588	gcresnext50ts	288	2276.49	449.804	1024	15.67	4.75	19.57
589	dla102	224	2270.79	450.932	1024	33.27	7.19	14.18
590	dpn68b	288	2266.47	451.792	1024	12.61	3.89	17.3
591	fastvit_s12	256	2263.12	452.46	1024	9.47	1.82	13.67
592	gmlp_s16_224	224	2262.28	452.629	1024	19.42	4.42	15.1
593	skresnet50	224	2261.97	452.692	1024	25.8	4.11	12.5
594	ecaresnetlight	288	2258.94	453.299	1024	30.16	6.79	13.91
595	rdnet_tiny	224	2257.25	453.639	1024	23.86	5.06	15.98
596	fastvit_sa12	256	2256.89	453.711	1024	11.58	1.96	14.03
597	focalnet_tiny_lrf	224	2250.45	455.008	1024	28.65	4.49	17.76
598	regnetx_080	224	2241.1	456.908	1024	39.57	8.02	14.06
599	resnetv2_101d	224	2230.6	459.058	1024	44.56	8.07	17.04
600	hgnetv2_b3	288	2229.64	459.256	1024	16.29	2.94	8.38
601	resnet101c	224	2225.59	460.093	1024	44.57	8.08	17.04
602	vit_medium_patch16_gap_256	256	2220.07	461.236	1024	38.86	10.59	22.15
603	resnet50	288	2211.87	462.946	1024	25.56	6.8	18.37
604	edgenext_small_rw	320	2206.45	464.081	1024	7.83	2.46	14.85
605	gcresnet50t	288	2205.25	464.336	1024	25.9	6.86	18.57
606	vit_base_resnet50d_224	224	2196.36	466.215	1024	110.97	8.73	16.92
607	regnetv_040	288	2184.78	468.687	1024	20.64	6.6	20.3
608	eva02_tiny_patch14_336	336	2169.41	472.008	1024	5.76	4.68	27.16
609	regnety_040	288	2169.12	472.071	1024	20.65	6.61	20.3
610	efficientnetv2_rw_s	288	2168.46	472.214	1024	23.94	4.91	21.41
611	eva02_small_patch14_224	224	2168.12	472.287	1024	21.62	6.14	18.28
612	resnet101d	224	2168.0	472.315	1024	44.57	8.08	17.04
613	vgg13	224	2160.71	473.907	1024	133.05	11.31	12.25
614	gcvit_xtiny	224	2157.88	474.529	1024	19.98	2.93	20.26
615	mobilevitv2_125	256	2156.6	474.811	1024	7.48	2.86	20.1
616	convnextv2_pico	288	2147.68	476.783	1024	9.07	2.27	10.08
617	skresnet50d	224	2140.48	478.386	1024	25.82	4.36	13.31
618	res2net50_26w_6s	224	2137.67	479.014	1024	37.05	6.33	15.28
619	ecaresnet101d_pruned	288	2127.79	481.24	1024	24.88	5.75	12.71
620	hrnet_w18_ssld	224	2127.32	481.346	1024	21.3	4.32	16.31
621	efficientvit_l2	224	2122.96	482.334	1024	63.71	6.97	19.58
622	hieradet_small	256	2119.77	362.292	768	34.72	8.51	27.76
623	tf_efficientnet_lite3	300	2115.57	484.019	1024	8.2	1.65	21.85
624	hrnet_w18	224	2115.21	484.101	1024	21.3	4.32	16.31
625	efficientformer_l3	224	2095.8	488.585	1024	31.41	3.93	12.01
626	efficientvit_b2	288	2095.12	488.743	1024	24.33	2.64	24.03
627	wide_resnet50_2	224	2093.41	489.145	1024	68.88	11.43	14.4
628	sebotnet33ts_256	256	2091.61	244.778	512	13.7	3.89	17.46
629	poolformer_s24	224	2090.86	489.741	1024	21.39	3.41	10.68
630	resnet51q	288	2086.73	490.708	1024	35.7	8.07	20.94
631	vit_medium_patch16_reg1_gap_256	256	2074.81	493.527	1024	38.88	10.63	22.26
632	cspdarknet53	256	2060.68	496.914	1024	27.64	6.57	16.81
633	nextvit_base	224	2056.15	498.007	1024	44.82	8.29	23.71
634	vit_medium_patch16_reg4_gap_256	256	2054.73	498.351	1024	38.88	10.76	22.6
635	efficientnet_b3	288	2053.58	498.63	1024	12.23	1.63	21.49
636	resnet50t	288	2045.49	500.603	1024	25.57	7.14	19.53
637	dla102x	224	2042.36	501.368	1024	26.31	5.89	19.42
638	pvt_v2_b2_li	224	2034.87	503.215	1024	22.55	3.91	27.6
639	legacy_seresnet101	224	2032.63	503.771	1024	49.33	7.61	15.74
640	resnet50d	288	2031.97	503.934	1024	25.58	7.19	19.7
641	mixnet_xl	224	2030.61	504.271	1024	11.9	0.93	14.57
642	resnet101_clip_gap	224	2015.07	508.159	1024	42.52	9.11	17.56
643	resnetaa101d	224	2013.22	508.627	1024	44.57	9.12	17.56
644	swin_tiny_patch4_window7_224	224	2008.94	509.712	1024	28.29	4.51	17.06
645	repvgg_b1	224	2004.0	510.966	1024	57.42	13.16	10.64
646	coatnet_bn_0_rw_224	224	2002.05	511.465	1024	27.44	4.67	22.04
647	cs3edgenet_x	256	1996.96	512.768	1024	47.82	11.53	12.92
648	coatnet_rmlp_0_rw_224	224	1995.05	513.261	1024	27.45	4.72	24.89
649	maxxvit_rmlp_nano_rw_256	256	1993.93	385.157	768	16.78	4.37	26.05
650	cs3sedarknet_xdw	256	1988.81	514.859	1024	21.6	5.97	17.18
651	seresnet101	224	1987.57	515.192	1024	49.33	7.84	16.27
652	resnetaa50	288	1985.73	515.67	1024	25.56	8.52	19.24
653	resnet101s	224	1984.65	515.949	1024	44.67	9.19	18.64
654	mobilenetv4_conv_large	384	1984.05	516.104	1024	32.59	6.43	27.31
655	regnetx_064	224	1979.8	517.214	1024	26.21	6.49	16.37
656	regnetz_d32	256	1973.2	518.943	1024	27.58	5.98	23.74
657	nest_tiny	224	1968.18	520.267	1024	17.06	5.83	25.48
658	tf_efficientnetv2_s	300	1966.15	520.804	1024	21.46	5.35	22.73
659	regnetz_d8	256	1964.69	521.191	1024	23.37	3.97	23.74
660	regnetz_c16	320	1962.44	521.788	1024	13.46	3.92	25.88
661	tresnet_v2_l	224	1957.54	523.094	1024	46.17	8.85	16.34
662	cs3darknet_x	288	1954.84	523.818	1024	35.05	10.6	14.36
663	ese_vovnet39b	288	1951.57	524.694	1024	24.57	11.71	11.13
664	mobileone_s4	224	1950.42	525.005	1024	14.95	3.04	17.74
665	crossvit_18_240	240	1944.91	526.492	1024	43.27	9.05	26.26
666	nest_tiny_jx	224	1943.83	526.786	1024	17.06	5.83	25.48
667	convnext_tiny	288	1942.31	527.195	1024	28.59	7.39	22.21
668	resnext101_32x4d	224	1940.6	527.66	1024	44.18	8.01	21.23
669	xcit_tiny_12_p16_384	384	1933.82	529.511	1024	6.72	3.64	18.26
670	seresnet50	288	1928.14	531.071	1024	28.09	6.8	18.39
671	darknetaa53	288	1927.58	531.226	1024	36.02	10.08	15.68
672	densenet201	224	1923.55	532.337	1024	20.01	4.34	7.85
673	regnetz_040	256	1923.5	532.341	1024	27.12	4.06	24.19
674	nf_regnet_b4	320	1923.32	532.402	1024	30.21	3.29	19.88
675	resnet101_clip	224	1921.47	532.914	1024	56.26	9.81	18.08
676	crossvit_18_dagger_240	240	1916.57	534.275	1024	44.27	9.5	27.03
677	darknet53	288	1911.52	535.684	1024	41.61	11.78	15.68
678	regnetz_040_h	256	1907.32	536.868	1024	28.94	4.12	24.29
679	resnext101_32x8d	176	1906.27	537.164	1024	88.79	10.33	19.37
680	halonet50ts	256	1904.72	537.602	1024	22.73	5.3	19.2
681	repvit_m2_3	224	1903.75	537.874	1024	23.69	4.57	26.21
682	ecaresnet101d	224	1900.31	538.848	1024	44.57	8.08	17.07
683	coat_lite_small	224	1894.79	540.417	1024	19.84	3.96	22.09
684	vgg13_bn	224	1891.12	541.467	1024	133.05	11.33	12.25
685	resnet61q	288	1890.53	541.637	1024	36.85	9.87	21.52
686	nf_resnet101	224	1888.17	542.312	1024	44.55	8.01	16.23
687	twins_pcpvt_base	224	1884.87	543.263	1024	43.83	6.68	25.25
688	convnext_small	224	1878.13	545.211	1024	50.22	8.71	21.56
689	cs3se_edgenet_x	256	1863.97	549.353	1024	50.72	11.53	12.94
690	resnext50_32x4d	288	1862.16	549.888	1024	25.03	7.04	23.81
691	wide_resnet101_2	176	1861.75	550.01	1024	126.89	14.31	13.18
692	resmlp_36_224	224	1860.14	550.485	1024	44.69	8.91	16.33
693	volo_d1_224	224	1858.16	551.072	1024	26.63	6.94	24.43
694	eca_nfnet_l0	288	1849.16	553.756	1024	24.14	7.12	17.29
695	nfnet_l0	288	1843.23	555.536	1024	35.07	7.13	17.29
696	cs3sedarknet_x	288	1842.15	555.861	1024	35.4	10.6	14.37
697	resnetaa50d	288	1841.55	556.042	1024	25.58	8.92	20.57
698	resnetv2_50d_gn	224	1829.87	559.59	1024	25.57	4.38	11.92
699	swin_s3_tiny_224	224	1829.63	559.665	1024	28.33	4.64	19.13
700	sequencer2d_s	224	1819.49	562.785	1024	27.65	4.96	11.31
701	nf_resnet50	288	1819.2	562.875	1024	25.56	6.88	18.37
702	ecaresnet50t	288	1803.63	567.733	1024	25.57	7.14	19.55
703	resnest50d	224	1801.69	568.346	1024	27.48	5.4	14.36
704	seresnet50t	288	1799.96	568.892	1024	28.1	7.14	19.55
705	densenet121	288	1797.45	569.685	1024	7.98	4.74	11.41
706	rexnetr_200	288	1796.89	427.395	768	16.52	2.62	24.96
707	ecaresnet50d	288	1794.35	570.669	1024	25.58	7.19	19.72
708	res2net101_26w_4s	224	1792.61	571.216	1024	45.21	8.1	18.45
709	maxxvitv2_nano_rw_256	256	1787.4	429.664	768	23.7	6.26	23.05
710	resnetblur101d	224	1777.64	576.032	1024	44.57	9.12	17.94
711	resnet50_gn	224	1775.58	576.701	1024	25.56	4.14	11.11
712	cait_xxs24_224	224	1772.36	577.749	1024	11.96	2.53	20.29
713	maxvit_nano_rw_256	256	1770.91	433.665	768	15.45	4.46	30.28
714	mixer_b16_224	224	1768.46	579.024	1024	59.88	12.62	14.53
715	maxvit_rmlp_nano_rw_256	256	1766.45	434.761	768	15.5	4.47	31.92
716	vit_large_patch32_224	224	1766.19	579.765	1024	305.51	15.39	13.3
717	vit_base_patch32_clip_384	384	1763.15	580.767	1024	88.3	13.06	16.5
718	pit_b_224	224	1762.75	580.9	1024	73.76	12.42	32.94
719	vit_base_patch32_384	384	1762.38	581.02	1024	88.3	13.06	16.5
720	mobilevitv2_150	256	1758.79	436.653	768	10.59	4.09	24.11
721	regnety_064	224	1758.25	582.385	1024	30.58	6.39	16.41
722	res2net50_26w_8s	224	1757.77	582.547	1024	48.4	8.37	17.95
723	pit_b_distilled_224	224	1754.34	583.684	1024	74.79	12.5	33.07
724	rexnetr_300	224	1740.52	588.318	1024	34.81	3.39	22.16
725	regnetv_064	224	1737.51	589.338	1024	30.58	6.39	16.41
726	tresnet_l	224	1735.02	590.182	1024	55.99	10.9	11.9
727	resnext50d_32x4d	288	1734.0	590.533	1024	25.05	7.44	25.13
728	resnetv2_101x1_bit	224	1730.09	591.866	1024	44.54	8.04	16.23
729	resnetv2_50d_frn	224	1729.39	592.103	1024	25.59	4.33	11.92
730	vgg16	224	1729.39	592.106	1024	138.36	15.47	13.56
731	seresnext101_32x4d	224	1725.09	593.58	1024	48.96	8.02	21.26
732	legacy_seresnext101_32x4d	224	1721.49	594.81	1024	48.96	8.02	21.26
733	res2net101d	224	1716.39	596.589	1024	45.23	8.35	19.25
734	tf_efficientnet_b3	300	1715.74	596.818	1024	12.23	1.87	23.83
735	hgnetv2_b5	288	1704.12	600.886	1024	39.57	10.84	18.5
736	convnext_tiny_hnf	288	1697.32	603.29	1024	28.59	7.39	22.21
737	vitamin_small_224	224	1687.84	606.683	1024	22.03	5.92	26.38
738	ese_vovnet39b_evos	224	1686.51	607.159	1024	24.58	7.07	6.74
739	regnety_080	224	1686.26	607.249	1024	39.18	8.0	17.97
740	coatnet_0_224	224	1678.81	304.968	512	25.04	4.58	24.01
741	convnextv2_tiny	224	1674.96	611.347	1024	28.64	4.47	13.44
742	regnetz_b16_evos	224	1670.61	612.94	1024	9.74	1.43	9.95
743	resnet101d	256	1668.7	613.64	1024	44.57	10.55	22.25
744	botnet50ts_256	256	1666.23	307.27	512	22.74	5.54	22.23
745	fastvit_mci0	256	1665.78	614.716	1024	11.41	2.42	18.29
746	efficientnet_b3	320	1664.16	615.315	1024	12.23	2.01	26.52
747	maxvit_tiny_rw_224	224	1656.79	463.537	768	29.06	5.11	33.11
748	seresnext50_32x4d	288	1655.64	618.482	1024	27.56	7.04	23.82
749	hiera_small_abswin_256	256	1653.07	619.442	1024	34.36	8.29	26.38
750	davit_small	224	1646.59	466.407	768	49.75	8.8	30.49
751	inception_next_small	224	1645.81	622.174	1024	49.37	8.36	19.27
752	nextvit_large	224	1645.06	622.459	1024	57.87	10.78	28.99
753	coatnet_rmlp_1_rw_224	224	1642.36	623.482	1024	41.69	7.85	35.47
754	seresnetaa50d	288	1641.68	623.736	1024	28.11	8.92	20.59
755	swinv2_cr_tiny_224	224	1640.6	624.15	1024	28.33	4.66	28.45
756	efficientvit_b3	224	1640.13	624.331	1024	48.65	3.99	26.9
757	resnetv2_152	224	1638.56	624.928	1024	60.19	11.55	22.56
758	legacy_xception	299	1625.38	472.494	768	22.86	8.4	35.83
759	efficientnet_el	300	1618.59	632.638	1024	10.59	8.0	30.7
760	resnetblur50	288	1611.97	635.236	1024	25.56	8.52	19.87
761	swinv2_cr_tiny_ns_224	224	1611.34	635.485	1024	28.33	4.66	28.45
762	efficientnet_el_pruned	300	1610.86	635.676	1024	10.59	8.0	30.7
763	pvt_v2_b3	224	1608.94	636.429	1024	45.24	6.92	37.7
764	resnet152	224	1606.24	637.501	1024	60.19	11.56	22.56
765	regnety_040_sgn	224	1600.6	639.748	1024	20.65	4.03	12.29
766	hiera_base_224	224	1599.47	640.202	1024	51.52	9.4	30.42
767	hgnet_small	288	1591.36	482.595	768	24.36	14.09	14.53
768	vit_small_resnet50d_s16_224	224	1590.51	643.806	1024	57.53	13.48	24.82
769	cs3edgenet_x	288	1584.3	646.332	1024	47.82	14.59	16.36
770	vit_base_patch16_siglip_gap_224	224	1583.21	646.778	1024	85.8	17.49	23.75
771	mvitv2_tiny	224	1582.77	646.956	1024	24.17	4.7	21.16
772	mixer_l32_224	224	1581.12	647.634	1024	206.94	11.27	19.86
773	deit_base_patch16_224	224	1579.88	648.139	1024	86.57	17.58	23.9
774	halo2botnet50ts_256	256	1579.41	648.334	1024	22.64	5.02	21.78
775	deit_base_distilled_patch16_224	224	1578.79	648.588	1024	87.34	17.68	24.05
776	resnetv2_152d	224	1578.66	648.638	1024	60.2	11.8	23.36
777	regnety_032	288	1575.76	649.833	1024	19.44	5.29	18.61
778	vit_base_patch16_224_miil	224	1573.4	650.81	1024	94.4	17.59	23.91
779	vit_base_patch16_224	224	1572.08	651.357	1024	86.57	17.58	23.9
780	resnet152c	224	1571.84	651.453	1024	60.21	11.8	23.36
781	regnety_080_tv	224	1571.53	651.584	1024	39.38	8.51	19.73
782	nf_seresnet101	224	1570.7	651.927	1024	49.33	8.02	16.27
783	vit_base_patch16_clip_224	224	1570.62	651.96	1024	86.57	17.58	23.9
784	nf_ecaresnet101	224	1570.49	652.017	1024	44.55	8.01	16.27
785	tf_efficientnet_el	300	1566.79	653.554	1024	10.59	8.0	30.7
786	vit_base_patch16_siglip_224	224	1566.04	653.867	1024	92.88	17.73	24.06
787	mobilenetv4_conv_aa_large	384	1562.44	655.376	1024	32.59	7.07	32.29
788	vit_base_mci_224	224	1562.31	655.429	1024	86.35	17.73	24.65
789	ese_vovnet99b	224	1559.84	656.466	1024	63.2	16.51	11.27
790	vit_base_patch16_gap_224	224	1554.04	658.919	1024	86.57	17.49	25.59
791	caformer_s18	224	1550.47	660.434	1024	26.34	4.13	19.39
792	rexnet_300	224	1550.16	660.567	1024	34.71	3.44	22.4
793	hrnet_w32	224	1547.9	661.528	1024	41.23	8.97	22.02
794	efficientvit_l2	256	1547.32	661.778	1024	63.71	9.09	25.49
795	repvgg_b2g4	224	1545.72	662.466	1024	61.76	12.63	12.9
796	densenetblur121d	288	1544.46	663.005	1024	8.0	5.14	13.06
797	resnet152d	224	1541.31	664.361	1024	60.21	11.8	23.36
798	convnextv2_nano	288	1537.16	499.612	768	15.62	4.06	13.84
799	beit_base_patch16_224	224	1536.2	666.568	1024	86.53	17.58	23.9
800	vgg16_bn	224	1534.81	667.174	1024	138.37	15.5	13.56
801	rdnet_small	224	1534.32	667.385	1024	50.44	8.74	22.55
802	nfnet_f0	256	1532.99	667.963	1024	71.49	12.62	18.05
803	vit_medium_patch16_rope_reg1_gap_256	256	1531.11	668.785	1024	38.74	10.63	22.26
804	beitv2_base_patch16_224	224	1520.92	673.265	1024	86.53	17.58	23.9
805	resnetblur50d	288	1515.28	675.773	1024	25.58	8.92	21.19
806	vit_base_patch16_rpn_224	224	1513.98	676.348	1024	86.54	17.49	23.75
807	edgenext_base	320	1511.01	677.677	1024	18.51	6.01	24.32
808	convit_small	224	1505.94	679.963	1024	27.78	5.76	17.87
809	dla169	224	1503.13	681.233	1024	53.39	11.6	20.2
810	deit3_base_patch16_224	224	1496.23	684.377	1024	86.59	17.58	23.9
811	vit_relpos_base_patch16_rpn_224	224	1482.24	690.829	1024	86.41	17.51	24.97
812	vit_relpos_base_patch16_224	224	1477.58	693.015	1024	86.43	17.51	24.97
813	xcit_tiny_12_p8_224	224	1475.49	693.994	1024	6.71	4.81	23.6
814	skresnext50_32x4d	224	1475.1	694.179	1024	27.48	4.5	17.18
815	vit_relpos_base_patch16_clsgap_224	224	1468.63	697.236	1024	86.43	17.6	25.12
816	vit_small_patch16_384	384	1467.92	697.574	1024	22.2	15.52	50.78
817	ecaresnet50t	320	1467.5	697.775	1024	25.57	8.82	24.13
818	vit_relpos_base_patch16_cls_224	224	1467.04	697.995	1024	86.43	17.6	25.12
819	mobilevitv2_175	256	1465.89	349.264	512	14.25	5.54	28.13
820	vit_small_patch16_36x1_224	224	1461.67	700.555	1024	64.67	13.71	35.69
821	gcvit_tiny	224	1457.43	702.592	1024	28.22	4.79	29.82
822	convformer_s18	224	1455.15	703.698	1024	26.77	3.96	15.82
823	vit_betwixt_patch16_reg1_gap_256	256	1449.59	706.394	1024	60.4	16.32	27.83
824	resnetv2_50d_evos	224	1447.75	707.29	1024	25.59	4.33	11.92
825	focalnet_small_srf	224	1446.06	708.111	1024	49.89	8.62	26.26
826	resnet152s	224	1444.93	708.675	1024	60.32	12.92	24.96
827	vgg19	224	1441.62	710.3	1024	143.67	19.63	14.86
828	vit_betwixt_patch16_reg4_gap_256	256	1434.73	713.713	1024	60.4	16.52	28.24
829	dpn92	224	1422.77	719.712	1024	37.67	6.54	18.21
830	regnetx_120	224	1419.34	721.451	1024	46.11	12.13	21.37
831	sequencer2d_m	224	1415.18	723.57	1024	38.31	6.55	14.26
832	resnetv2_101	288	1410.42	726.012	1024	44.54	12.94	26.83
833	vit_small_patch16_18x2_224	224	1410.32	726.067	1024	64.67	13.71	35.69
834	dla102x2	224	1408.31	727.1	1024	41.28	9.34	29.91
835	legacy_seresnet152	224	1405.68	728.463	1024	66.82	11.33	22.08
836	poolformer_s36	224	1403.92	729.375	1024	30.86	5.0	15.82
837	densenet161	224	1400.64	731.082	1024	28.68	7.79	11.06
838	mobilenetv4_hybrid_large	384	1400.4	731.209	1024	37.76	7.77	34.52
839	maxvit_tiny_tf_224	224	1398.62	549.103	768	30.92	5.6	35.78
840	vit_base_patch16_clip_quickgelu_224	224	1393.62	734.768	1024	86.19	17.58	23.9
841	flexivit_base	240	1387.12	738.211	1024	86.59	20.29	28.36
842	seresnet152	224	1385.77	738.93	1024	66.82	11.57	22.61
843	mobilenetv4_hybrid_medium	448	1381.87	741.016	1024	11.07	4.2	29.64
844	poolformerv2_s24	224	1380.23	741.894	1024	21.34	3.42	10.68
845	efficientformerv2_s0	224	1376.45	743.934	1024	3.6	0.41	5.3
846	deit3_small_patch16_384	384	1372.21	746.232	1024	22.21	15.52	50.78
847	repvgg_b2	224	1368.31	748.357	1024	89.02	20.45	12.9
848	resnet101	288	1367.0	749.076	1024	44.55	12.95	26.83
849	coatnet_1_rw_224	224	1362.79	751.389	1024	41.72	8.04	34.6
850	coatnet_rmlp_1_rw2_224	224	1362.11	751.762	1024	41.72	8.11	40.13
851	focalnet_small_lrf	224	1356.15	755.049	1024	50.34	8.74	28.61
852	twins_pcpvt_large	224	1355.77	755.28	1024	60.99	9.84	35.82
853	inception_v4	299	1352.8	756.936	1024	42.68	12.28	15.09
854	maxxvit_rmlp_tiny_rw_256	256	1347.99	569.726	768	29.64	6.66	39.76
855	regnetx_160	224	1347.67	759.82	1024	54.28	15.99	25.52
856	regnety_120	224	1342.31	762.851	1024	51.82	12.14	21.38
857	eca_nfnet_l1	256	1339.38	764.526	1024	41.41	9.62	22.04
858	nf_regnet_b4	384	1338.66	764.931	1024	30.21	4.7	28.61
859	fastvit_sa24	256	1331.86	768.836	1024	21.55	3.8	24.32
860	xcit_small_24_p16_224	224	1319.85	775.833	1024	47.67	9.1	23.64
861	vit_base_patch32_clip_448	448	1316.78	777.646	1024	88.34	17.93	23.9
862	convnext_base	224	1309.55	781.937	1024	88.59	15.38	28.75
863	hrnet_w30	224	1307.0	783.46	1024	37.71	8.15	21.21
864	vit_base_patch16_xp_224	224	1302.22	786.337	1024	86.51	17.56	23.9
865	mixnet_xxl	224	1300.49	590.535	768	23.96	2.04	23.43
866	efficientnet_b4	320	1298.17	591.59	768	19.34	3.13	34.76
867	vgg19_bn	224	1292.29	792.382	1024	143.68	19.66	14.86
868	dm_nfnet_f0	256	1291.37	792.948	1024	71.49	12.62	18.05
869	hrnet_w18_ssld	288	1289.07	794.359	1024	21.3	7.14	26.96
870	efficientnetv2_s	384	1287.98	795.031	1024	21.46	8.44	35.77
871	efficientvit_b3	256	1282.51	798.417	1024	48.65	5.2	35.01
872	mobilevitv2_200	256	1277.35	400.82	512	18.45	7.22	32.15
873	maxvit_tiny_rw_256	256	1275.72	601.999	768	29.07	6.74	44.35
874	maxvit_rmlp_tiny_rw_256	256	1275.02	602.33	768	29.15	6.77	46.92
875	efficientformerv2_s1	224	1269.21	806.789	1024	6.19	0.67	7.66
876	hiera_base_plus_224	224	1266.71	808.384	1024	69.9	12.67	37.98
877	twins_svt_base	224	1264.21	809.978	1024	56.07	8.59	26.33
878	regnetz_d32	320	1259.82	812.801	1024	27.58	9.33	37.08
879	regnetz_d8	320	1256.35	815.05	1024	23.37	6.19	37.08
880	nest_small	224	1255.15	815.828	1024	38.35	10.35	40.04
881	wide_resnet50_2	288	1252.17	817.768	1024	68.88	18.89	23.81
882	repvgg_b3g4	224	1248.83	819.957	1024	83.83	17.89	15.1
883	vit_mediumd_patch16_reg4_gap_256	256	1247.91	820.557	1024	64.11	17.87	37.57
884	tf_efficientnetv2_s	384	1246.18	821.699	1024	21.46	8.44	35.77
885	regnetz_040	320	1245.23	411.16	512	27.12	6.35	37.78
886	nest_small_jx	224	1245.09	822.421	1024	38.35	10.35	40.04
887	hgnetv2_b6	224	1242.11	824.392	1024	75.26	16.88	21.23
888	regnetz_040_h	320	1240.62	412.685	512	28.94	6.43	37.94
889	swin_small_patch4_window7_224	224	1233.81	829.94	1024	49.61	8.77	27.47
890	vit_base_patch16_siglip_gap_256	256	1230.86	831.929	1024	85.84	23.13	33.23
891	efficientnetv2_rw_s	384	1225.62	835.482	1024	23.94	8.72	38.03
892	efficientvit_l2	288	1223.9	836.657	1024	63.71	11.51	32.19
893	resnetaa101d	288	1218.62	840.281	1024	44.57	15.07	29.03
894	vit_base_patch16_siglip_256	256	1217.35	841.156	1024	92.93	23.44	33.63
895	swinv2_tiny_window8_256	256	1216.18	841.967	1024	28.35	5.96	24.57
896	dpn98	224	1216.04	842.062	1024	61.57	11.73	25.2
897	resnext101_64x4d	224	1205.34	849.54	1024	83.46	15.52	31.21
898	resnest50d_4s2x40d	224	1202.36	851.648	1024	30.42	4.4	17.94
899	cs3se_edgenet_x	320	1198.22	854.587	1024	50.72	18.01	20.21
900	cait_xxs36_224	224	1195.59	856.47	1024	17.3	3.77	30.34
901	resnext101_32x8d	224	1193.92	857.665	1024	88.79	16.48	31.21
902	seresnet101	288	1192.86	858.428	1024	49.33	12.95	26.87
903	resnet152d	256	1185.38	863.846	1024	60.21	15.41	30.51
904	mobilenetv4_conv_large	448	1178.81	868.664	1024	32.59	8.75	37.17
905	wide_resnet101_2	224	1175.48	871.125	1024	126.89	22.8	21.23
906	mvitv2_small	224	1171.19	874.316	1024	34.87	7.0	28.08
907	resnet200	224	1170.95	874.489	1024	64.67	15.07	32.19
908	tnt_s_patch16_224	224	1170.11	875.118	1024	23.76	5.24	24.37
909	inception_resnet_v2	299	1170.1	875.124	1024	55.84	13.18	25.06
910	davit_base	224	1167.76	657.658	768	87.95	15.51	40.66
911	resnext101_32x4d	288	1162.51	880.842	1024	44.18	13.24	35.09
912	maxvit_tiny_pm_256	256	1161.84	661.01	768	30.09	6.61	47.9
913	convnext_small	288	1159.49	883.132	1024	50.22	14.39	35.65
914	rexnetr_300	288	1159.12	441.698	512	34.81	5.59	36.61
915	coat_tiny	224	1155.52	886.171	1024	5.5	4.35	27.2
916	vit_base_patch16_reg4_gap_256	256	1154.66	886.829	1024	86.62	23.5	33.89
917	resnetrs101	288	1154.54	886.919	1024	63.62	13.56	28.53
918	samvit_base_patch16_224	224	1151.9	888.955	1024	86.46	17.54	24.54
919	pvt_v2_b4	224	1149.9	890.501	1024	62.56	10.14	53.74
920	mobilenetv4_conv_aa_large	448	1147.75	669.124	768	32.59	9.63	43.94
921	coatnet_1_224	224	1146.63	446.514	512	42.23	8.7	39.0
922	ecaresnet101d	288	1141.31	897.207	1024	44.57	13.35	28.19
923	tresnet_xl	224	1138.85	899.141	1024	78.44	15.2	15.34
924	regnety_160	224	1136.53	900.98	1024	83.59	15.96	23.04
925	crossvit_base_240	240	1135.75	901.594	1024	105.03	21.22	36.33
926	mvitv2_small_cls	224	1134.19	902.839	1024	34.87	7.04	28.17
927	efficientnet_lite4	380	1132.94	677.871	768	13.01	4.04	45.66
928	seresnext101_64x4d	224	1117.32	916.471	1024	88.23	15.53	31.25
929	hiera_base_abswin_256	256	1113.82	919.348	1024	51.27	12.46	40.7
930	vit_small_r26_s32_384	384	1112.62	920.336	1024	36.47	10.43	29.85
931	eva02_base_patch16_clip_224	224	1111.45	921.303	1024	86.26	17.62	26.32
932	seresnext101_32x8d	224	1107.29	924.747	1024	93.57	16.48	31.25
933	nfnet_f1	224	1107.23	924.822	1024	132.63	17.87	22.94
934	resnetv2_50d_gn	288	1101.48	929.642	1024	25.57	7.24	19.7
935	convnext_tiny	384	1100.29	697.987	768	28.59	13.14	39.48
936	vit_betwixt_patch16_rope_reg4_gap_256	256	1097.57	932.963	1024	60.23	16.52	28.24
937	vit_large_r50_s32_224	224	1097.32	933.175	1024	328.99	19.58	24.41
938	pvt_v2_b5	224	1091.19	938.413	1024	81.96	11.76	50.92
939	inception_next_base	224	1084.8	943.94	1024	86.67	14.85	25.69
940	efficientnetv2_m	320	1081.64	946.698	1024	54.14	11.01	39.97
941	seresnext101d_32x8d	224	1078.94	949.057	1024	93.59	16.72	32.05
942	resnet50_gn	288	1076.3	951.392	1024	25.56	6.85	18.37
943	hrnet_w40	224	1068.64	958.191	1024	57.56	12.75	25.29
944	resnetblur101d	288	1065.75	960.81	1024	44.57	15.07	29.65
945	regnety_064	288	1059.2	966.744	1024	30.58	10.56	27.11
946	hgnet_base	224	1056.26	727.083	768	71.58	25.14	15.47
947	resnet101d	320	1056.02	969.668	1024	44.57	16.48	34.77
948	tf_efficientnet_lite4	380	1054.8	728.091	768	13.01	4.04	45.66
949	regnetz_e8	256	1047.73	977.344	1024	57.7	9.91	40.94
950	regnetv_064	288	1046.59	978.402	1024	30.58	10.55	27.11
951	xception41p	299	1040.78	737.896	768	26.91	9.25	39.86
952	xcit_tiny_24_p16_384	384	1037.06	987.399	1024	12.12	6.87	34.29
953	seresnext101_32x4d	288	1034.95	989.41	1024	48.96	13.25	35.12
954	vit_small_patch8_224	224	1034.54	989.803	1024	21.67	22.44	80.84
955	resnetrs152	256	1034.09	990.227	1024	86.62	15.59	30.83
956	repvgg_b3	224	1033.07	991.212	1024	123.09	29.16	15.1
957	seresnet152d	256	1030.66	993.53	1024	66.84	15.42	30.56
958	rdnet_base	224	1021.45	751.859	768	87.45	15.4	31.14
959	convnextv2_tiny	288	1017.72	754.62	768	28.64	7.39	22.21
960	convnextv2_small	224	1015.43	1008.427	1024	50.32	8.71	21.56
961	volo_d2_224	224	1012.98	1010.867	1024	58.68	14.34	41.34
962	regnety_080	288	1011.46	1012.381	1024	39.18	13.22	29.69
963	seresnextaa101d_32x8d	224	1009.83	1014.006	1024	93.59	17.25	34.16
964	regnetz_b16_evos	288	1009.35	760.872	768	9.74	2.36	16.43
965	vit_base_patch16_plus_240	240	1008.65	1015.202	1024	117.56	27.41	33.08
966	efficientvit_b3	288	1004.87	1019.022	1024	48.65	6.58	44.2
967	swinv2_cr_small_224	224	1004.71	1019.185	1024	49.7	9.07	50.27
968	convnext_base	256	1004.59	1019.308	1024	88.59	20.09	37.55
969	mobilenetv4_conv_aa_large	480	1000.68	767.464	768	32.59	11.05	50.45
970	mobilenetv4_hybrid_large	448	998.89	768.844	768	37.76	10.74	48.61
971	focalnet_base_srf	224	997.56	1026.494	1024	88.15	15.28	35.01
972	swinv2_cr_small_ns_224	224	993.8	1030.379	1024	49.7	9.08	50.27
973	vit_relpos_base_patch16_plus_240	240	992.65	1031.568	1024	117.38	27.3	34.33
974	maxvit_rmlp_small_rw_224	224	992.28	773.964	768	64.9	10.75	49.3
975	regnetz_c16_evos	256	990.18	775.606	768	13.49	2.48	16.57
976	vit_base_r50_s16_224	224	987.34	1037.117	1024	97.89	21.66	35.28
977	efficientformer_l7	224	979.35	1045.575	1024	82.23	10.17	24.45
978	regnety_040_sgn	288	975.23	1050.001	1024	20.65	6.67	20.3
979	poolformer_m36	224	970.83	1054.753	1024	56.17	8.8	22.02
980	resnet152	288	962.0	1064.442	1024	60.19	19.11	37.28
981	hrnet_w44	224	953.42	1073.994	1024	67.06	14.94	26.92
982	tiny_vit_21m_384	384	953.33	537.052	512	21.23	13.77	77.83
983	cait_s24_224	224	953.06	1074.42	1024	46.92	9.35	40.58
984	eva02_small_patch14_336	336	952.08	1075.525	1024	22.13	15.48	54.33
985	efficientnetv2_rw_m	320	945.61	1082.891	1024	53.24	12.72	47.14
986	dm_nfnet_f1	224	944.0	1084.735	1024	132.63	17.87	22.94
987	fastvit_sa36	256	943.99	1084.735	1024	31.53	5.64	34.61
988	coat_lite_medium	224	942.72	1086.203	1024	44.57	9.81	40.06
989	fastvit_mci1	256	940.13	1089.203	1024	21.54	4.72	32.84
990	gmlp_b16_224	224	938.67	1090.888	1024	73.08	15.78	30.21
991	resnet50x4_clip_gap	288	935.82	1094.209	1024	65.62	19.57	34.11
992	focalnet_base_lrf	224	935.6	1094.47	1024	88.75	15.43	38.13
993	xception41	299	934.86	821.502	768	26.97	9.28	39.86
994	hrnet_w48_ssld	224	933.73	1096.663	1024	77.47	17.34	28.56
995	hrnet_w48	224	931.73	1098.99	1024	77.47	17.34	28.56
996	poolformerv2_s36	224	930.29	1100.715	1024	30.79	5.01	15.82
997	nextvit_small	384	927.23	1104.355	1024	31.76	17.26	57.14
998	vit_mediumd_patch16_rope_reg1_gap_256	256	926.86	1104.797	1024	63.95	17.65	37.02
999	sequencer2d_l	224	919.78	1113.292	1024	54.3	9.74	22.12
1000	vit_medium_patch16_gap_384	384	912.37	1122.341	1024	39.03	26.08	67.54
1001	xcit_medium_24_p16_224	224	909.28	1126.152	1024	84.4	16.13	31.71
1002	coat_mini	224	907.22	1128.715	1024	10.34	6.82	33.68
1003	swin_s3_small_224	224	903.85	849.69	768	49.74	9.43	37.84
1004	nest_base	224	893.55	1145.979	1024	67.72	17.96	53.39
1005	levit_384_s8	224	892.81	573.461	512	39.12	9.98	35.86
1006	resnet50x4_clip	288	889.34	1151.399	1024	87.14	21.35	35.27
1007	efficientnet_b4	384	888.84	576.021	512	19.34	4.51	50.04
1008	maxvit_small_tf_224	224	888.54	576.215	512	68.93	11.66	53.17
1009	dpn131	224	887.08	1154.334	1024	79.25	16.09	32.97
1010	nest_base_jx	224	886.64	1154.915	1024	67.72	17.96	53.39
1011	swin_base_patch4_window7_224	224	882.78	1159.955	1024	87.77	15.47	36.63
1012	nf_regnet_b5	384	882.37	1160.502	1024	49.74	7.95	42.9
1013	crossvit_15_dagger_408	408	874.39	1171.086	1024	28.5	21.45	95.05
1014	resnet200d	256	873.65	1172.086	1024	64.69	20.0	43.09
1015	gcvit_small	224	870.49	1176.332	1024	51.09	8.57	41.61
1016	vit_base_patch16_rope_reg1_gap_256	256	869.32	1177.92	1024	86.43	23.22	33.39
1017	xcit_small_12_p16_384	384	868.03	1179.666	1024	26.25	14.14	36.51
1018	resnetv2_50d_evos	288	866.61	1181.605	1024	25.59	7.15	19.7
1019	convnextv2_nano	384	866.13	591.121	512	15.62	7.22	24.61
1020	resnest101e	256	860.16	1190.459	1024	48.28	13.38	28.66
1021	eca_nfnet_l1	320	858.93	1192.174	1024	41.41	14.92	34.42
1022	efficientnet_b3_gn	288	854.4	599.243	512	11.73	1.74	23.35
1023	tf_efficientnet_b4	380	850.07	602.294	512	19.34	4.49	49.49
1024	levit_conv_384_s8	224	845.53	605.525	512	39.12	9.98	35.86
1025	maxxvit_rmlp_small_rw_256	256	843.15	910.843	768	66.01	14.67	58.38
1026	twins_svt_large	224	838.5	1221.219	1024	99.27	15.15	35.1
1027	tresnet_m	448	836.12	1224.695	1024	31.39	22.99	29.21
1028	coatnet_2_rw_224	224	834.11	613.819	512	73.87	15.09	49.22
1029	seresnet152	288	833.68	1228.27	1024	66.82	19.11	37.34
1030	xception65p	299	833.2	921.738	768	39.82	13.91	52.48
1031	eva02_base_patch14_224	224	826.02	1239.671	1024	85.76	23.22	36.55
1032	caformer_s36	224	824.15	1242.486	1024	39.3	8.0	37.53
1033	mvitv2_base	224	821.61	1246.318	1024	51.47	10.16	40.5
1034	swinv2_base_window12_192	192	807.64	1267.884	1024	109.28	11.9	39.72
1035	regnety_120	288	807.16	951.468	768	51.82	20.06	35.34
1036	densenet264d	224	799.46	1280.857	1024	72.74	13.57	14.0
1037	mvitv2_base_cls	224	796.2	1286.102	1024	65.44	10.23	40.65
1038	xcit_nano_12_p8_384	384	796.01	1286.403	1024	3.05	6.34	46.08
1039	convnext_base	288	793.66	1290.212	1024	88.59	25.43	47.53
1040	dpn107	224	793.14	1291.05	1024	86.92	18.38	33.46
1041	coatnet_rmlp_2_rw_224	224	791.99	646.464	512	73.88	15.18	54.78
1042	swinv2_tiny_window16_256	256	787.77	649.922	512	28.35	6.68	39.02
1043	coatnet_2_224	224	782.4	490.788	384	74.68	16.5	52.67
1044	xcit_tiny_24_p8_224	224	775.98	1319.614	1024	12.11	9.21	45.39
1045	mobilenetv4_conv_aa_large	544	775.96	659.818	512	32.59	14.19	64.79
1046	convformer_s36	224	772.54	1325.489	1024	40.01	7.67	30.5
1047	mobilevitv2_150	384	765.57	668.772	512	10.59	9.2	54.25
1048	convit_base	224	764.45	1339.509	1024	86.54	17.52	31.77
1049	maxvit_rmlp_small_rw_256	256	758.54	1012.461	768	64.9	14.15	66.09
1050	seresnet200d	256	754.06	1357.971	1024	71.86	20.01	43.15
1051	ecaresnet200d	256	752.58	1360.633	1024	64.69	20.0	43.15
1052	resnet152d	320	751.68	1362.271	1024	60.21	24.08	47.67
1053	resnetrs200	256	751.62	1362.376	1024	93.21	20.18	43.42
1054	tnt_b_patch16_224	224	750.18	1364.987	1024	65.41	14.09	39.01
1055	hgnetv2_b6	288	749.26	1366.662	1024	75.26	27.9	35.09
1056	swinv2_small_window8_256	256	744.35	1375.689	1024	49.73	11.58	40.14
1057	xception65	299	743.1	1033.5	768	39.92	13.96	52.48
1058	fastvit_ma36	256	742.03	1379.991	1024	44.07	7.88	41.09
1059	swinv2_cr_small_ns_256	256	739.27	1385.138	1024	49.7	12.07	76.21
1060	senet154	224	737.86	1387.783	1024	115.09	20.77	38.69
1061	tf_efficientnetv2_m	384	737.21	1389.018	1024	54.14	15.85	57.52
1062	legacy_senet154	224	736.68	1390.006	1024	115.09	20.77	38.69
1063	convnextv2_base	224	731.86	1049.374	768	88.72	15.38	28.75
1064	poolformer_m48	224	730.8	1401.19	1024	73.47	11.59	29.17
1065	swin_s3_base_224	224	729.12	1404.418	1024	71.13	13.69	48.26
1066	vit_so150m_patch16_reg4_gap_256	256	727.23	1408.073	1024	134.13	36.75	53.21
1067	vitamin_base_224	224	725.26	705.946	512	87.72	22.68	52.77
1068	swinv2_cr_base_224	224	723.86	1414.624	1024	87.88	15.86	59.66
1069	volo_d3_224	224	723.01	1416.293	1024	86.33	20.78	60.09
1070	resnext101_64x4d	288	722.92	1416.456	1024	83.46	25.66	51.59
1071	hrnet_w64	224	719.74	1422.726	1024	128.06	28.97	35.09
1072	vit_so150m_patch16_reg4_map_256	256	718.73	1424.714	1024	141.48	37.18	53.68
1073	efficientvit_l3	224	718.02	1426.124	1024	246.04	27.62	39.16
1074	swinv2_cr_base_ns_224	224	717.54	1427.086	1024	87.88	15.86	59.66
1075	convnext_large	224	705.3	1451.859	1024	197.77	34.4	43.13
1076	efficientnet_b3_g8_gn	288	703.78	727.494	512	14.25	2.59	23.35
1077	resnet200	288	703.42	1455.726	1024	64.67	24.91	53.21
1078	efficientvit_l2	384	702.19	729.139	512	63.71	20.45	57.01
1079	nextvit_base	384	698.47	1466.053	1024	44.82	24.64	73.95
1080	regnety_320	224	695.21	1472.933	1024	145.05	32.34	30.26
1081	efficientnet_b3_gn	320	695.09	736.585	512	11.73	2.14	28.83
1082	coat_small	224	692.64	1478.393	1024	21.69	12.61	44.25
1083	fastvit_mci2	256	685.53	1493.712	1024	35.82	7.91	43.34
1084	regnety_160	288	685.03	1121.108	768	83.59	26.37	38.07
1085	maxxvitv2_rmlp_base_rw_224	224	675.7	1136.584	768	116.09	24.2	62.77
1086	regnetz_e8	320	668.22	1149.315	768	57.7	15.46	63.94
1087	efficientformerv2_s2	224	667.74	1533.519	1024	12.71	1.27	11.77
1088	resnetrs152	320	662.28	1546.154	1024	86.62	24.34	48.14
1089	xcit_small_12_p8_224	224	660.86	1549.491	1024	26.21	18.69	47.21
1090	seresnext101_32x8d	288	658.56	1554.9	1024	93.57	27.24	51.63
1091	seresnet152d	320	657.78	1556.745	1024	66.84	24.09	47.72
1092	poolformerv2_m36	224	657.37	1557.708	1024	56.08	8.81	22.02
1093	convnext_small	384	656.34	1170.108	768	50.22	25.58	63.37
1094	regnetz_d8_evos	256	642.61	1593.488	1024	23.46	4.5	24.92
1095	resnext101_32x16d	224	642.37	1594.085	1024	194.03	36.27	51.18
1096	convnext_base	320	641.94	1196.37	768	88.59	31.39	58.68
1097	seresnext101d_32x8d	288	641.63	1595.896	1024	93.59	27.64	52.95
1098	regnetx_320	224	641.61	1196.979	768	107.81	31.81	36.3
1099	efficientnetv2_m	416	641.2	1596.999	1024	54.14	18.6	67.5
1100	gcvit_base	224	640.97	1597.568	1024	90.32	14.87	55.48
1101	davit_large	224	640.04	1199.916	768	196.81	34.6	60.99
1102	vit_betwixt_patch16_reg4_gap_384	384	630.92	1623.018	1024	60.6	39.71	85.28
1103	regnetz_c16_evos	320	628.83	814.205	512	13.49	3.86	25.88
1104	mobilevitv2_175	384	624.08	615.295	384	14.25	12.47	63.29
1105	volo_d1_384	384	619.82	1652.09	1024	26.78	22.75	108.55
1106	maxvit_rmlp_base_rw_224	224	618.76	1241.17	768	116.14	23.15	92.64
1107	nf_regnet_b5	456	610.35	838.851	512	49.74	11.7	61.95
1108	vit_large_patch32_384	384	606.96	1687.093	1024	306.63	45.31	43.86
1109	xception71	299	606.18	1266.939	768	42.34	18.09	69.92
1110	crossvit_18_dagger_408	408	605.96	1689.854	1024	44.61	32.47	124.87
1111	seresnextaa101d_32x8d	288	604.03	1695.268	1024	93.59	28.51	56.44
1112	eca_nfnet_l2	320	603.44	1696.93	1024	56.72	20.95	47.43
1113	caformer_m36	224	592.51	1728.235	1024	56.2	13.29	50.48
1114	levit_512_s8	224	591.37	432.884	256	74.05	21.82	52.28
1115	ecaresnet200d	288	590.0	1735.592	1024	64.69	25.31	54.59
1116	seresnet200d	288	589.38	1737.392	1024	71.86	25.32	54.6
1117	seresnet269d	256	588.18	1740.943	1024	113.67	26.59	53.6
1118	nfnet_f2	256	586.41	1746.208	1024	193.78	33.76	41.85
1119	convmixer_768_32	224	584.59	1751.632	1024	21.11	19.55	25.95
1120	efficientnet_b3_g8_gn	320	582.54	878.901	512	14.25	3.2	28.83
1121	resnetv2_50x3_bit	224	579.63	1324.974	768	217.32	37.06	33.34
1122	rdnet_large	224	573.58	892.627	512	186.27	34.74	46.67
1123	convnextv2_tiny	384	573.01	670.132	384	28.64	13.14	39.48
1124	hrnet_w48_ssld	288	572.81	1787.672	1024	77.47	28.66	47.21
1125	resnetrs270	256	572.18	1789.62	1024	129.86	27.06	55.84
1126	nextvit_large	384	560.44	1827.129	1024	57.87	32.03	90.76
1127	efficientnetv2_rw_m	416	559.01	1831.797	1024	53.24	21.49	79.62
1128	convformer_m36	224	558.16	1834.58	1024	57.05	12.89	42.05
1129	levit_conv_512_s8	224	557.74	458.984	256	74.05	21.82	52.28
1130	efficientvit_l3	256	556.67	1379.617	768	246.04	36.06	50.98
1131	mixer_l16_224	224	555.85	1842.224	1024	208.2	44.6	41.69
1132	resnet200d	320	554.61	1846.322	1024	64.69	31.25	67.33
1133	efficientnet_b5	416	550.64	929.82	512	30.39	8.27	80.68
1134	mobilevitv2_200	384	550.58	697.44	384	18.45	16.24	72.34
1135	vit_mediumd_patch16_reg4_gap_384	384	547.09	1871.701	1024	64.27	43.67	113.51
1136	nfnet_f1	320	543.04	1885.679	1024	132.63	35.97	46.77
1137	convnext_large_mlp	256	539.44	1898.249	1024	200.13	44.94	56.33
1138	maxvit_base_tf_224	224	535.21	956.621	512	119.47	24.04	95.01
1139	swinv2_base_window8_256	256	534.01	1917.55	1024	87.92	20.37	52.59
1140	caformer_s18	384	520.36	983.918	512	26.34	13.42	77.34
1141	xcit_large_24_p16_224	224	515.87	1985.0	1024	189.1	35.86	47.27
1142	deit_base_patch16_384	384	513.77	1993.08	1024	86.86	55.54	101.56
1143	deit_base_distilled_patch16_384	384	512.49	1998.091	1024	87.63	55.65	101.82
1144	vit_base_patch16_siglip_gap_384	384	511.96	2000.146	1024	86.09	55.43	101.3
1145	vit_base_patch16_384	384	511.64	2001.39	1024	86.86	55.54	101.56
1146	vit_base_patch16_clip_384	384	510.4	2006.249	1024	86.86	55.54	101.56
1147	vit_base_patch16_siglip_384	384	506.36	2022.279	1024	93.18	56.12	102.2
1148	convmixer_1024_20_ks9_p14	224	504.12	2031.237	1024	24.38	5.55	5.51
1149	xcit_tiny_12_p8_384	384	502.99	2035.797	1024	6.71	14.13	69.14
1150	swin_large_patch4_window7_224	224	502.65	1527.895	768	196.53	34.53	54.94
1151	dm_nfnet_f2	256	502.27	2038.737	1024	193.78	33.76	41.85
1152	convformer_s18	384	497.92	1028.262	512	26.77	11.63	46.49
1153	poolformerv2_m48	224	495.47	2066.696	1024	73.35	11.59	29.17
1154	halonet_h1	256	493.49	518.745	256	8.1	3.0	51.17
1155	vit_base_patch16_18x2_224	224	493.39	2075.428	1024	256.73	52.51	71.38
1156	tiny_vit_21m_512	512	491.13	521.239	256	21.27	27.02	177.93
1157	swinv2_small_window16_256	256	490.52	1043.783	512	49.73	12.82	66.29
1158	vit_small_patch14_dinov2	518	490.33	2088.369	1024	22.06	46.76	198.79
1159	seresnextaa101d_32x8d	320	490.0	1567.336	768	93.59	35.19	69.67
1160	vit_small_patch14_reg4_dinov2	518	488.81	2094.862	1024	22.06	46.95	199.77
1161	vit_large_patch16_224	224	487.63	2099.948	1024	304.33	61.6	63.52
1162	deit3_base_patch16_384	384	487.08	2102.295	1024	86.88	55.54	101.56
1163	eva_large_patch14_196	196	485.18	2110.546	1024	304.14	61.57	63.52
1164	swinv2_large_window12_192	192	481.88	1062.49	512	228.77	26.17	56.53
1165	resnetrs200	320	480.76	2129.948	1024	93.21	31.51	67.81
1166	hiera_large_224	224	474.3	2158.945	1024	213.74	40.34	83.37
1167	beit_large_patch16_224	224	473.61	2162.105	1024	304.43	61.6	63.52
1168	tf_efficientnetv2_m	480	473.26	2163.712	1024	54.14	24.76	89.84
1169	beitv2_large_patch16_224	224	473.13	2164.308	1024	304.43	61.6	63.52
1170	beit_base_patch16_384	384	468.5	2185.674	1024	86.74	55.54	101.56
1171	deit3_large_patch16_224	224	466.41	2195.494	1024	304.37	61.6	63.52
1172	dm_nfnet_f1	320	463.2	2210.697	1024	132.63	35.97	46.77
1173	xcit_small_24_p16_384	384	462.31	2214.961	1024	47.67	26.72	68.58
1174	seresnet269d	288	461.93	2216.787	1024	113.67	33.65	67.81
1175	coatnet_3_rw_224	224	456.35	841.443	384	181.81	33.44	73.83
1176	coatnet_rmlp_3_rw_224	224	453.17	564.897	256	165.15	33.56	79.47
1177	efficientnet_b5	448	452.46	1131.585	512	30.39	9.59	93.56
1178	convnext_base	384	448.09	1142.619	512	88.59	45.21	84.49
1179	convnext_xlarge	224	446.11	1721.526	768	350.2	60.98	57.5
1180	coatnet_3_224	224	445.37	574.791	256	166.97	36.56	79.01
1181	convnextv2_base	288	443.59	1154.194	512	88.72	25.43	47.53
1182	resnetv2_152x2_bit	224	442.44	2314.432	1024	236.34	46.95	45.11
1183	efficientformerv2_l	224	442.41	2314.602	1024	26.32	2.59	18.54
1184	maxvit_tiny_tf_384	384	436.14	586.955	256	30.98	17.53	123.42
1185	convnextv2_large	224	429.25	1192.776	512	197.96	34.4	43.13
1186	flexivit_large	240	428.81	2387.973	1024	304.36	70.99	75.39
1187	swinv2_cr_tiny_384	384	428.08	598.01	256	28.33	15.34	161.01
1188	convnext_large	288	426.07	1802.496	768	197.77	56.87	71.29
1189	caformer_b36	224	425.78	1803.715	768	98.75	23.22	67.3
1190	maxxvitv2_rmlp_large_rw_224	224	424.59	1808.787	768	215.42	44.14	87.15
1191	swinv2_cr_large_224	224	423.38	1813.956	768	196.68	35.1	78.42
1192	eca_nfnet_l2	384	418.47	2446.978	1024	56.72	30.05	68.28
1193	volo_d4_224	224	416.41	2459.078	1024	192.96	44.34	80.22
1194	tresnet_l	448	415.17	2466.431	1024	55.99	43.59	47.56
1195	efficientnetv2_l	384	414.62	2469.714	1024	118.52	36.1	101.16
1196	davit_huge	224	411.12	1245.376	512	348.92	61.23	81.32
1197	tf_efficientnetv2_l	384	407.96	1882.523	768	118.52	36.1	101.16
1198	regnetz_d8_evos	320	406.94	1887.237	768	23.46	7.03	38.92
1199	convformer_b36	224	403.51	1903.287	768	99.88	22.69	56.06
1200	tf_efficientnet_b5	456	402.73	953.473	384	30.39	10.46	98.86
1201	regnety_640	224	386.45	1987.327	768	281.38	64.16	42.5
1202	regnety_160	384	386.34	993.924	384	83.59	46.87	67.67
1203	eca_nfnet_l3	352	384.03	2666.457	1024	72.04	32.57	73.12
1204	vit_large_patch16_siglip_gap_256	256	379.1	2701.121	1024	303.36	80.8	88.34
1205	vit_large_patch16_siglip_256	256	376.67	2718.518	1024	315.96	81.34	88.88
1206	ecaresnet269d	320	375.5	2726.992	1024	102.09	41.53	83.69
1207	vit_large_r50_s32_384	384	375.05	2730.266	1024	329.09	57.43	76.52
1208	efficientvit_l3	320	370.4	1036.706	384	246.04	56.32	79.34
1209	maxvit_large_tf_224	224	370.36	1036.83	384	211.79	43.68	127.35
1210	inception_next_base	384	365.73	1399.913	512	86.67	43.64	75.48
1211	vit_base_patch8_224	224	363.97	2110.05	768	86.58	78.22	161.69
1212	nasnetalarge	331	362.83	1058.339	384	88.75	23.89	90.56
1213	resnetrs350	288	359.88	2845.389	1024	163.96	43.67	87.09
1214	vit_large_patch14_224	224	358.73	2854.473	1024	304.2	81.08	88.79
1215	swinv2_base_window16_256	256	358.47	1071.215	384	87.92	22.02	84.71
1216	swinv2_base_window12to16_192to256	256	358.3	1071.718	384	87.92	22.02	84.71
1217	vit_large_patch14_clip_224	224	358.26	2858.236	1024	304.2	81.08	88.79
1218	xcit_small_24_p8_224	224	346.37	2956.368	1024	47.63	35.81	90.78
1219	repvgg_d2se	320	345.41	2964.608	1024	133.33	74.57	46.82
1220	convnext_large_mlp	320	344.64	1485.577	512	200.13	70.21	88.02
1221	volo_d2_384	384	336.68	3041.406	1024	58.87	46.17	184.51
1222	resnetv2_101x3_bit	224	333.65	2301.786	768	387.93	71.23	48.7
1223	vit_base_r50_s16_384	384	328.62	3116.05	1024	98.95	67.43	135.03
1224	vit_large_patch14_clip_quickgelu_224	224	325.79	3143.121	1024	303.97	81.08	88.79
1225	xcit_medium_24_p16_384	384	316.51	3235.266	1024	84.4	47.39	91.64
1226	coat_lite_medium_384	384	316.02	1620.128	512	44.57	28.73	116.7
1227	nfnet_f2	352	310.8	3294.734	1024	193.78	63.22	79.06
1228	vit_large_patch14_xp_224	224	310.69	3295.839	1024	304.06	81.01	88.79
1229	ecaresnet269d	352	310.52	3297.627	1024	102.09	50.25	101.25
1230	resnext101_32x32d	224	302.59	1692.067	512	468.53	87.29	91.12
1231	resnetrs270	352	302.17	3388.822	1024	129.86	51.13	105.48
1232	resnet50x16_clip_gap	384	298.84	1713.264	512	136.2	70.32	100.64
1233	efficientnetv2_xl	384	293.04	3494.359	1024	208.12	52.81	139.2
1234	vitamin_large2_224	224	292.42	1750.92	512	333.58	75.05	112.83
1235	vitamin_large_224	224	291.87	1754.211	512	333.32	75.05	112.83
1236	tf_efficientnetv2_xl	384	290.01	3530.88	1024	208.12	52.81	139.2
1237	cait_xxs24_384	384	288.21	3553.005	1024	12.03	9.63	122.66
1238	nfnet_f3	320	287.11	3566.606	1024	254.92	68.77	83.93
1239	resnet50x16_clip	384	286.91	1784.524	512	167.33	74.9	103.54
1240	coatnet_4_224	224	285.69	896.079	256	275.43	62.48	129.26
1241	caformer_s36	384	276.44	1852.088	512	39.3	26.08	150.33
1242	maxvit_small_tf_384	384	276.03	695.573	192	69.02	35.87	183.65
1243	vit_base_patch16_siglip_gap_512	512	275.47	1858.601	512	86.43	107.0	246.15
1244	tresnet_xl	448	273.68	2806.19	768	78.44	60.77	61.31
1245	vit_base_patch16_siglip_512	512	272.77	1877.039	512	93.52	108.22	247.74
1246	volo_d5_224	224	270.51	3785.389	1024	295.46	72.4	118.11
1247	convnext_xlarge	288	269.09	1902.689	512	350.2	100.8	95.05
1248	vit_so400m_patch14_siglip_gap_224	224	268.96	3807.3	1024	412.44	109.57	106.13
1249	vit_so400m_patch14_siglip_224	224	267.66	3825.774	1024	427.68	110.26	106.73
1250	dm_nfnet_f2	352	265.61	2891.431	768	193.78	63.22	79.06
1251	xcit_tiny_24_p8_384	384	264.93	3865.202	1024	12.11	27.05	132.95
1252	convformer_s36	384	264.39	1936.533	512	40.01	22.54	89.62
1253	efficientnetv2_l	480	263.76	1941.117	512	118.52	56.4	157.99
1254	eva02_large_patch14_224	224	261.32	3918.509	1024	303.27	81.15	97.2
1255	convnextv2_large	288	261.02	1471.122	384	197.96	56.87	71.29
1256	swinv2_cr_small_384	384	260.72	981.882	256	49.7	29.7	298.03
1257	efficientvit_l3	384	260.43	982.964	256	246.04	81.08	114.02
1258	tf_efficientnetv2_l	480	260.17	1967.914	512	118.52	56.4	157.99
1259	eva02_large_patch14_clip_224	224	258.03	3968.464	1024	304.11	81.18	97.2
1260	convnextv2_base	384	250.4	1022.344	256	88.72	45.21	84.49
1261	mvitv2_large	224	250.34	2045.21	512	217.99	43.87	112.02
1262	mvitv2_large_cls	224	249.73	2050.191	512	234.58	42.17	111.69
1263	coatnet_rmlp_2_rw_384	384	248.98	771.136	192	73.88	47.69	209.43
1264	seresnextaa201d_32x8d	320	247.3	3105.549	768	149.39	70.22	138.71
1265	resnetrs420	320	246.64	4151.712	1024	191.89	64.2	126.56
1266	dm_nfnet_f3	320	246.57	4153.037	1024	254.92	68.77	83.93
1267	resmlp_big_24_224	224	242.5	4222.699	1024	129.14	100.23	87.31
1268	convnext_large_mlp	384	240.32	1597.863	384	200.13	101.11	126.74
1269	convnext_large	384	240.31	1597.914	384	197.77	101.1	126.74
1270	eca_nfnet_l3	448	237.13	2159.158	512	72.04	52.55	118.4
1271	xcit_medium_24_p8_224	224	236.47	3247.69	768	84.32	63.53	121.23
1272	regnety_320	384	235.74	1628.925	384	145.05	95.0	88.87
1273	swin_base_patch4_window12_384	384	233.69	1095.46	256	87.9	47.19	134.78
1274	vitamin_large2_256	256	225.68	1701.529	384	333.64	99.0	154.99
1275	vitamin_large_256	256	225.58	1702.259	384	333.38	99.0	154.99
1276	xcit_small_12_p8_384	384	224.77	1708.428	384	26.21	54.92	138.29
1277	maxxvitv2_rmlp_base_rw_384	384	220.85	1738.714	384	116.09	72.98	213.74
1278	swinv2_large_window12to16_192to256	256	218.82	1169.912	256	196.74	47.81	121.53
1279	hiera_huge_224	224	211.71	2418.344	512	672.78	124.85	150.95
1280	efficientnet_b6	528	207.93	1231.18	256	43.04	19.4	167.39
1281	maxvit_xlarge_tf_224	224	203.01	1261.038	256	506.99	97.52	191.04
1282	resnetrs350	384	201.49	5082.03	1024	163.96	77.59	154.74
1283	cait_xs24_384	384	201.32	3814.854	768	26.67	19.28	183.98
1284	tf_efficientnet_b6	528	201.04	955.016	192	43.04	19.4	167.39
1285	caformer_m36	384	199.07	1928.91	384	56.2	42.11	196.35
1286	regnety_1280	224	196.19	2609.667	512	644.81	127.66	71.58
1287	rdnet_large	384	195.92	979.983	192	186.27	102.09	137.13
1288	eva02_base_patch14_448	448	194.43	2633.353	512	87.12	107.11	259.14
1289	maxvit_rmlp_base_rw_384	384	193.23	1324.858	256	116.14	70.97	318.95
1290	cait_xxs36_384	384	193.04	5304.502	1024	17.37	14.35	183.7
1291	focalnet_huge_fl3	224	191.24	2007.947	384	745.28	118.26	104.8
1292	maxvit_tiny_tf_512	512	190.87	670.587	128	31.05	33.49	257.59
1293	convformer_m36	384	190.78	2012.789	384	57.05	37.87	123.56
1294	vit_huge_patch14_gap_224	224	189.67	5398.887	1024	630.76	166.73	138.74
1295	swinv2_cr_base_384	384	186.38	1373.532	256	87.88	50.57	333.68
1296	vit_huge_patch14_224	224	183.75	5572.762	1024	630.76	167.4	139.41
1297	vit_huge_patch14_clip_224	224	183.71	5574.109	1024	632.05	167.4	139.41
1298	sam2_hiera_tiny	896	182.75	350.196	64	26.85	99.86	384.63
1299	vit_base_patch14_dinov2	518	182.34	2807.893	512	86.58	151.71	397.58
1300	vit_base_patch14_reg4_dinov2	518	181.77	2816.806	512	86.58	152.25	399.53
1301	vitamin_xlarge_256	256	181.48	1410.575	256	436.06	130.13	177.37
1302	swinv2_cr_huge_224	224	179.7	2136.905	384	657.83	115.97	121.08
1303	xcit_large_24_p16_384	384	179.28	5711.606	1024	189.1	105.35	137.17
1304	deit3_huge_patch14_224	224	177.3	5775.592	1024	632.13	167.4	139.41
1305	convnextv2_huge	224	176.11	1453.663	256	660.29	115.0	79.07
1306	seresnextaa201d_32x8d	384	170.89	2996.033	512	149.39	101.11	199.72
1307	volo_d3_448	448	169.67	4526.299	768	86.63	96.33	446.83
1308	vit_huge_patch14_clip_quickgelu_224	224	169.19	6052.476	1024	632.08	167.4	139.41
1309	maxvit_base_tf_384	384	167.18	1148.458	192	119.65	73.8	332.9
1310	efficientnetv2_xl	512	165.5	3093.649	512	208.12	93.85	247.32
1311	tf_efficientnetv2_xl	512	163.76	3126.446	512	208.12	93.85	247.32
1312	vit_huge_patch14_xp_224	224	163.24	6273.085	1024	631.8	167.3	139.41
1313	nfnet_f3	416	162.65	4721.794	768	254.92	115.58	141.78
1314	vit_large_patch16_siglip_gap_384	384	159.79	4806.343	768	303.69	190.85	269.55
1315	vit_large_patch16_384	384	159.11	4826.795	768	304.72	191.21	270.24
1316	vit_large_patch16_siglip_384	384	158.55	4843.885	768	316.28	192.07	270.75
1317	eva_large_patch14_336	336	158.23	4853.789	768	304.53	191.1	270.24
1318	vit_large_patch14_clip_336	336	157.81	4866.487	768	304.53	191.11	270.24
1319	vit_giant_patch16_gap_224	224	155.53	6583.864	1024	1011.37	202.46	139.26
1320	cait_s24_384	384	155.15	3299.991	512	47.06	32.17	245.31
1321	nfnet_f4	384	154.55	4969.28	768	316.07	122.14	147.57
1322	coatnet_5_224	224	153.97	1246.972	192	687.47	145.49	194.24
1323	sam2_hiera_small	896	153.37	417.27	64	33.95	123.99	442.63
1324	convnext_xxlarge	256	153.06	2508.801	384	846.47	198.09	124.45
1325	deit3_large_patch16_384	384	152.95	6694.836	1024	304.76	191.21	270.24
1326	convnext_xlarge	384	151.94	1684.898	256	350.2	179.2	168.99
1327	davit_giant	224	151.13	2540.897	384	1406.47	192.92	153.06
1328	beit_large_patch16_384	384	147.11	6960.871	1024	305.0	191.21	270.24
1329	convnextv2_large	384	147.09	1305.273	192	197.96	101.1	126.74
1330	resnetv2_50x3_bit	448	146.43	1311.231	192	217.32	145.7	133.37
1331	resnetrs420	416	145.54	5277.024	768	191.89	108.45	213.79
1332	resnetv2_152x4_bit	224	143.9	3558.113	512	936.53	186.9	90.22
1333	vit_large_patch14_clip_quickgelu_336	336	143.52	5351.207	768	304.29	191.11	270.24
1334	caformer_b36	384	142.98	1790.384	256	98.75	72.33	261.79
1335	dm_nfnet_f3	416	140.7	3638.998	512	254.92	115.58	141.78
1336	convformer_b36	384	137.79	1857.845	256	99.88	66.67	164.75
1337	swin_large_patch4_window12_384	384	136.8	935.679	128	196.74	104.08	202.16
1338	dm_nfnet_f4	384	133.79	5740.467	768	316.07	122.14	147.57
1339	xcit_large_24_p8_224	224	132.99	3849.902	512	188.93	141.23	181.56
1340	regnety_640	384	131.5	1946.681	256	281.38	188.47	124.83
1341	efficientnet_b7	600	129.75	1479.733	192	66.35	38.33	289.94
1342	tf_efficientnet_b7	600	126.11	1522.49	192	66.35	38.33	289.94
1343	vitamin_large2_336	336	125.61	1528.5	192	333.83	175.72	307.47
1344	vitamin_large_336	336	125.56	1529.162	192	333.57	175.72	307.47
1345	focalnet_huge_fl4	224	122.25	3141.078	384	686.46	118.9	113.34
1346	eva_giant_patch14_224	224	119.44	8572.982	1024	1012.56	267.18	192.64
1347	eva_giant_patch14_clip_224	224	119.17	8592.945	1024	1012.59	267.18	192.64
1348	xcit_small_24_p8_384	384	117.9	3256.878	384	47.63	105.24	265.91
1349	vit_giant_patch14_224	224	116.48	8790.872	1024	1012.61	267.18	192.64
1350	maxvit_large_tf_384	384	116.47	1098.959	128	212.03	132.55	445.84
1351	vit_giant_patch14_clip_224	224	116.42	8795.95	1024	1012.65	267.18	192.64
1352	eva02_large_patch14_clip_336	336	113.52	9020.764	1024	304.43	191.34	289.13
1353	maxvit_small_tf_512	512	112.98	849.727	96	69.13	67.26	383.77
1354	swinv2_cr_large_384	384	112.26	1140.169	128	196.68	108.96	404.96
1355	nfnet_f5	416	110.43	6954.526	768	377.21	170.71	204.56
1356	mvitv2_huge_cls	224	108.91	3525.951	384	694.8	120.67	243.63
1357	convnextv2_huge	288	108.51	1769.473	192	660.29	190.1	130.7
1358	cait_s36_384	384	103.84	4930.739	512	68.37	47.99	367.4
1359	resnet50x64_clip_gap	448	101.87	3769.426	384	365.03	253.96	233.22
1360	vitamin_xlarge_336	336	101.39	1262.381	128	436.06	230.18	347.33
1361	resnet50x64_clip	448	98.61	3894.121	384	420.38	265.02	239.13
1362	davit_base_fl	768	98.42	1300.504	128	90.37	190.32	530.15
1363	volo_d4_448	448	96.66	5296.823	512	193.41	197.13	527.35
1364	swinv2_base_window12to24_192to384	384	96.52	663.07	64	87.92	55.25	280.36
1365	dm_nfnet_f5	416	95.55	5358.646	512	377.21	170.71	204.56
1366	focalnet_large_fl3	384	93.71	2731.882	256	239.13	105.06	168.04
1367	focalnet_large_fl4	384	91.08	2810.743	256	239.32	105.2	181.78
1368	vitamin_large_384	384	88.59	2167.247	192	333.71	234.44	440.16
1369	vitamin_large2_384	384	88.51	2169.148	192	333.97	234.44	440.16
1370	vit_so400m_patch14_siglip_gap_384	384	87.19	5872.468	512	412.99	333.46	451.19
1371	nfnet_f4	512	86.87	5893.611	512	316.07	216.26	262.26
1372	vit_so400m_patch14_siglip_384	384	86.75	5902.326	512	428.23	335.4	452.89
1373	efficientnet_b8	672	86.55	1478.838	128	87.41	63.48	442.89
1374	tf_efficientnet_b8	672	84.44	1515.913	128	87.41	63.48	442.89
1375	nfnet_f6	448	82.01	6243.159	512	438.36	229.7	273.62
1376	sam2_hiera_base_plus	896	81.14	788.789	64	68.68	227.48	828.88
1377	xcit_medium_24_p8_384	384	80.95	3162.43	256	84.32	186.67	354.73
1378	vit_huge_patch14_clip_336	336	79.58	6433.526	512	632.46	390.97	407.54
1379	convmixer_1536_20	224	76.93	13310.571	1024	51.63	48.68	33.03
1380	maxvit_base_tf_512	512	76.16	1260.446	96	119.88	138.02	703.99
1381	beit_large_patch16_512	512	75.77	6757.452	512	305.67	362.24	656.39
1382	vitamin_xlarge_384	384	75.69	1691.101	128	436.06	306.38	493.46
1383	dm_nfnet_f4	512	75.3	5099.335	384	316.07	216.26	262.26
1384	dm_nfnet_f6	448	71.01	7210.621	512	438.36	229.7	273.62
1385	vit_gigantic_patch14_224	224	66.82	7662.227	512	1844.44	483.95	275.37
1386	regnety_1280	384	66.8	1916.204	128	644.81	374.99	210.2
1387	vit_gigantic_patch14_clip_224	224	66.79	7665.981	512	1844.91	483.96	275.37
1388	focalnet_xlarge_fl3	384	66.17	2901.53	192	408.79	185.61	223.99
1389	maxvit_xlarge_tf_384	384	64.84	1480.483	96	475.32	292.78	668.76
1390	nfnet_f5	544	64.64	5940.195	384	377.21	290.97	349.71
1391	focalnet_xlarge_fl4	384	63.87	3005.958	192	409.03	185.79	242.31
1392	volo_d5_448	448	63.63	6034.748	384	295.91	315.06	737.92
1393	nfnet_f7	480	62.7	8166.338	512	499.5	300.08	355.86
1394	vit_huge_patch14_clip_378	378	62.12	8241.55	512	632.68	503.79	572.79
1395	vit_so400m_patch14_siglip_gap_448	448	61.76	6217.473	384	413.33	487.18	764.26
1396	eva02_large_patch14_448	448	61.54	8319.155	512	305.08	362.33	689.95
1397	convnextv2_huge	384	61.34	1565.099	96	660.29	337.96	232.35
1398	swinv2_large_window12to24_192to384	384	61.15	785.007	48	196.74	116.15	407.83
1399	vit_large_patch14_dinov2	518	58.81	6529.805	384	304.37	507.15	1058.82
1400	vit_large_patch14_reg4_dinov2	518	58.63	6549.274	384	304.37	508.9	1064.02
1401	vit_huge_patch14_clip_quickgelu_378	378	57.38	6692.182	384	632.68	503.79	572.79
1402	vit_huge_patch16_gap_448	448	57.22	8947.785	512	631.67	544.7	636.83
1403	dm_nfnet_f5	544	55.97	6861.132	384	377.21	290.97	349.71
1404	tf_efficientnet_l2	475	54.83	1750.848	96	480.31	172.11	609.89
1405	maxvit_large_tf_512	512	52.22	1225.553	64	212.33	244.75	942.15
1406	eva_giant_patch14_336	336	51.89	9866.498	512	1013.01	620.64	550.67
1407	swinv2_cr_giant_224	224	51.82	3705.327	192	2598.76	483.85	309.15
1408	nfnet_f6	576	49.54	7751.499	384	438.36	378.69	452.2
1409	volo_d5_512	512	48.79	5246.809	256	296.09	425.09	1105.37
1410	swinv2_cr_huge_384	384	48.61	1316.667	64	657.94	352.04	583.18
1411	xcit_large_24_p8_384	384	45.65	4205.892	192	188.93	415.0	531.82
1412	dm_nfnet_f6	576	42.93	5962.777	256	438.36	378.69	452.2
1413	nfnet_f7	608	39.93	6411.695	256	499.5	480.39	570.85
1414	davit_huge_fl	768	34.49	1391.493	48	360.64	744.84	1060.3
1415	convnextv2_huge	512	34.39	1395.744	48	660.29	600.81	413.07
1416	cait_m36_384	384	33.77	7580.428	256	271.22	173.11	734.81
1417	resnetv2_152x4_bit	480	32.13	2987.397	96	936.53	844.84	414.26
1418	regnety_2560	384	30.14	3185.104	96	1282.6	747.83	296.49
1419	maxvit_xlarge_tf_512	512	29.4	1632.708	48	475.77	534.14	1413.22
1420	sam2_hiera_large	1024	24.86	1930.745	48	212.15	907.48	2190.34
1421	samvit_base_patch16	1024	23.82	671.744	16	89.67	486.43	1343.27
1422	efficientnet_l2	800	19.37	2478.227	48	480.31	479.12	1707.39
1423	tf_efficientnet_l2	800	19.15	2506.394	48	480.31	479.12	1707.39
1424	vit_giant_patch14_dinov2	518	17.69	7234.942	128	1136.48	1784.2	2757.89
1425	vit_giant_patch14_reg4_dinov2	518	17.67	10868.501	192	1136.48	1790.08	2771.21
1426	eva_giant_patch14_560	560	16.99	11301.565	192	1014.45	1906.76	2577.17
1427	swinv2_cr_giant_384	384	14.96	2138.945	32	2598.76	1450.71	1394.86
1428	cait_m48_448	448	14.26	8978.396	128	356.46	329.41	1708.23
1429	samvit_large_patch16	1024	10.89	1101.662	12	308.28	1493.86	2553.78
1430	vit_so400m_patch14_siglip_gap_896	896	10.82	8873.224	96	416.87	2731.49	8492.88
1431	samvit_huge_patch16	1024	6.7	1194.478	8	637.03	2982.23	3428.16