,model_name,pretrained,image_time,text_time,avg_score,image_shape,text_shape,model_memory,output shape,torch_version,cuda_version,device_name,params (M),FLOPs (B)
0,EVA01-g-14,laion400m_s11b_b41k,20.46212863922119,5.626368045806885,0.7003,"[1, 3, 224, 224]","[1, 77]", 7.83GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1136.44,547.36
1,EVA01-g-14-plus,merged2b_s11b_b114k,20.425567626953125,11.545599937438965,0.7231000000000001,"[1, 3, 224, 224]","[1, 77]",10.56GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.62,581.15
2,EVA02-B-16,merged2b_s8b_b131k,10.546800136566162,5.884416103363037,0.6904,"[1, 3, 224, 224]","[1, 77]", 6.72GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.69,41.09
3,EVA02-L-14,merged2b_s4b_b131k,21.30305576324463,5.903359889984131,0.7207000000000001,"[1, 3, 224, 224]","[1, 77]", 3.18GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.76,175.3
4,EVA02-L-14-336,merged2b_s6b_b61k,21.138768196105957,5.933568000793457,0.7235,"[1, 3, 336, 336]","[1, 77]", 4.33GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,428.08,395.16
5,RN101,openai,11.199039936065674,6.222336053848267,0.6249,"[1, 3, 224, 224]","[1, 77]", 1.71GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
6,RN101,yfcc15m,11.416719913482666,5.91974401473999,0.4796,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
7,RN101-quickgelu,openai,11.463871955871582,6.372351884841919,0.6249,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
8,RN101-quickgelu,yfcc15m,11.495551586151123,6.38262414932251,0.48460000000000003,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
9,RN50,cc12m,5.851871967315674,5.939199924468994,0.5475,"[1, 3, 224, 224]","[1, 77]", 1.62GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
10,RN50,openai,6.125471830368042,6.231040000915527,0.6124,"[1, 3, 224, 224]","[1, 77]", 1.21GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
11,RN50,yfcc15m,6.056256055831909,5.913088083267212,0.4709,"[1, 3, 224, 224]","[1, 77]", 1.62GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
12,RN50-quickgelu,cc12m,5.791072130203247,6.308864116668701,0.5531,"[1, 3, 224, 224]","[1, 77]", 1.63GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
13,RN50-quickgelu,openai,5.982032060623169,6.298111915588379,0.6124,"[1, 3, 224, 224]","[1, 77]", 1.62GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
14,RN50-quickgelu,yfcc15m,6.215359926223755,6.387712001800537,0.4716,"[1, 3, 224, 224]","[1, 77]", 1.62GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
15,RN50x16,openai,14.286400318145752,6.360032081604004,0.6518,"[1, 3, 384, 384]","[1, 77]", 2.74GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,290.98,162.69
16,RN50x4,openai,9.516816139221191,6.368767976760864,0.6373,"[1, 3, 288, 288]","[1, 77]", 2.08GB,"[1, 640]",2.1.0,12.1,NVIDIA A10G,178.3,51.82
17,RN50x64,openai,22.495408058166504,6.321184158325195,0.6563,"[1, 3, 448, 448]","[1, 77]", 4.54GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,623.26,552.65
18,ViT-B-16,commonpool_l_basic_s1b_b8k,4.786767959594727,5.823520183563232,0.6132,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
19,ViT-B-16,commonpool_l_clip_s1b_b8k,4.797664165496826,5.7487359046936035,0.6054,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
20,ViT-B-16,commonpool_l_image_s1b_b8k,4.948832035064697,5.778432130813599,0.6164,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
21,ViT-B-16,commonpool_l_laion_s1b_b8k,4.778656005859375,5.79532790184021,0.6274,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
22,ViT-B-16,commonpool_l_s1b_b8k,5.104079961776733,5.92742395401001,0.5635,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
23,ViT-B-16,commonpool_l_text_s1b_b8k,4.7686240673065186,5.8521599769592285,0.6126,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
24,ViT-B-16,datacomp_l_s1b_b8k,4.777055978775024,5.822464227676392,0.6267,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
25,ViT-B-16,datacomp_xl_s13b_b90k,4.7882239818573,5.794303894042969,0.6867,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
26,ViT-B-16,dfn2b,4.817919969558716,5.82809591293335,0.7158,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
27,ViT-B-16,laion2b_s34b_b88k,4.782991886138916,5.818880081176758,0.6884,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
28,ViT-B-16,laion400m_e31,4.821023941040039,5.844448089599609,0.6621000000000001,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
29,ViT-B-16,laion400m_e32,4.761600017547607,5.80348801612854,0.6638,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
30,ViT-B-16,openai,5.240463972091675,6.120959997177124,0.6507,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
31,ViT-B-16-SigLIP,webli,4.85966420173645,5.544480085372925,0.7442,"[1, 3, 224, 224]","[1, 64]",19.50GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.16,46.44
32,ViT-B-16-SigLIP-256,webli,4.997040033340454,5.413376092910767,0.7462000000000001,"[1, 3, 256, 256]","[1, 64]", 2.58GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.2,57.84
33,ViT-B-16-SigLIP-384,webli,5.633455991744995,5.658143997192383,0.7542,"[1, 3, 384, 384]","[1, 64]", 3.12GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.45,123.15
34,ViT-B-16-SigLIP-512,webli,7.607215881347656,5.602816104888916,0.7554,"[1, 3, 512, 512]","[1, 64]", 2.50GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.79,227.26
35,ViT-B-16-SigLIP-i18n-256,webli,5.00489616394043,5.628416061401367,0.7347,"[1, 3, 256, 256]","[1, 64]", 3.12GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,370.63,57.84
36,ViT-B-16-plus-240,laion400m_e31,4.956000089645386,5.9555840492248535,0.6671,"[1, 3, 240, 240]","[1, 77]", 2.32GB,"[1, 640]",2.1.0,12.1,NVIDIA A10G,208.38,64.03
37,ViT-B-16-plus-240,laion400m_e32,5.141632080078125,5.975008010864258,0.6675999999999999,"[1, 3, 240, 240]","[1, 77]", 2.52GB,"[1, 640]",2.1.0,12.1,NVIDIA A10G,208.38,64.03
38,ViT-B-16-quickgelu,metaclip_400m,5.115919828414917,6.156288146972656,0.6962,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
39,ViT-B-16-quickgelu,metaclip_fullcc,5.131376028060913,6.186527967453003,0.7077,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
40,ViT-B-32,commonpool_m_basic_s128m_b4k,5.40777587890625,5.860352039337158,0.3907,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
41,ViT-B-32,commonpool_m_clip_s128m_b4k,5.249824047088623,5.813760042190552,0.3923,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
42,ViT-B-32,commonpool_m_image_s128m_b4k,5.316256046295166,5.82860803604126,0.39759999999999995,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
43,ViT-B-32,commonpool_m_laion_s128m_b4k,5.119215965270996,5.7876482009887695,0.3741,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
44,ViT-B-32,commonpool_m_s128m_b4k,5.1850879192352295,5.77945613861084,0.34489999999999993,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
45,ViT-B-32,commonpool_m_text_s128m_b4k,5.115648031234741,5.790719985961914,0.3917,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
46,ViT-B-32,commonpool_s_basic_s13m_b4k,5.455631971359253,5.563904047012329,0.1874,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
47,ViT-B-32,commonpool_s_clip_s13m_b4k,5.293855905532837,5.780479907989502,0.1857,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
48,ViT-B-32,commonpool_s_image_s13m_b4k,5.106912136077881,5.824512004852295,0.1536,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
49,ViT-B-32,commonpool_s_laion_s13m_b4k,5.135024070739746,5.77126407623291,0.1527,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
50,ViT-B-32,commonpool_s_s13m_b4k,5.353088140487671,5.924351930618286,0.1789,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
51,ViT-B-32,commonpool_s_text_s13m_b4k,5.103744029998779,5.841919898986816,0.19220000000000004,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
52,ViT-B-32,datacomp_m_s128m_b4k,5.165888071060181,5.782016038894653,0.37560000000000004,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
53,ViT-B-32,datacomp_s_s13m_b4k,5.128367900848389,5.775871992111206,0.1536,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
54,ViT-B-32,datacomp_xl_s13b_b90k,5.4832799434661865,5.913600206375122,0.6594,"[1, 3, 224, 224]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
55,ViT-B-32,laion2b_e16,5.503423929214478,5.9407360553741455,0.6777,"[1, 3, 224, 224]","[1, 77]", 2.05GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
56,ViT-B-32,laion2b_s34b_b79k,5.390496015548706,5.868544101715088,0.675,"[1, 3, 224, 224]","[1, 77]", 2.05GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
57,ViT-B-32,laion400m_e31,5.492624044418335,5.965856075286865,0.6412,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
58,ViT-B-32,laion400m_e32,5.142640113830566,5.831680059432983,0.6412,"[1, 3, 224, 224]","[1, 77]", 2.05GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
59,ViT-B-32,openai,5.514863967895508,6.236159801483154,0.6321,"[1, 3, 224, 224]","[1, 77]", 3.90GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
60,ViT-B-32-256,datacomp_s34b_b86k,5.423919916152954,5.895167827606201,0.6712,"[1, 3, 256, 256]","[1, 77]", 2.08GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.29,17.46
61,ViT-B-32-quickgelu,laion400m_e31,5.882735967636108,6.308864116668701,0.6389,"[1, 3, 224, 224]","[1, 77]", 2.04GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
62,ViT-B-32-quickgelu,laion400m_e32,5.766527891159058,6.259200096130371,0.6394,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
63,ViT-B-32-quickgelu,metaclip_400m,5.6994240283966064,5.917711973190308,0.671,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
64,ViT-B-32-quickgelu,metaclip_fullcc,5.425440073013306,6.128624200820923,0.6879,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
65,ViT-B-32-quickgelu,openai,5.600415945053101,6.252544164657593,0.6321,"[1, 3, 224, 224]","[1, 77]", 2.06GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
66,ViT-H-14,laion2b_s32b_b79k,14.026944160461426,11.556895732879639,0.7056999999999999,"[1, 3, 224, 224]","[1, 77]", 6.33GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
67,ViT-H-14-378-quickgelu,dfn5b,31.21939182281494,12.274176120758057,0.7719,"[1, 3, 378, 378]","[1, 77]", 8.47GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.71,1054.05
68,ViT-H-14-CLIPA,datacomp1b,13.99728012084961,10.644991874694824,0.7178,"[1, 3, 224, 224]","[1, 32]", 6.21GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.24,354.02
69,ViT-H-14-CLIPA-336,datacomp1b,22.28190326690674,11.02233600616455,0.7192000000000001,"[1, 3, 336, 336]","[1, 32]", 8.31GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.64,800.88
70,ViT-H-14-CLIPA-336,laion2b,22.14639949798584,10.993151664733887,0.7289,"[1, 3, 336, 336]","[1, 32]", 8.37GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.64,800.88
71,ViT-H-14-quickgelu,dfn5b,14.679200172424316,12.693503856658936,0.764,"[1, 3, 224, 224]","[1, 77]", 8.48GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
72,ViT-H-14-quickgelu,metaclip_fullcc,14.7642240524292,12.345343589782717,0.7411999999999999,"[1, 3, 224, 224]","[1, 77]", 8.51GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
73,ViT-L-14,commonpool_xl_clip_s13b_b90k,9.568511962890625,5.914623975753784,0.6956,"[1, 3, 224, 224]","[1, 77]", 4.15GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
74,ViT-L-14,commonpool_xl_laion_s13b_b90k,9.683328151702883,5.940224170684815,0.7206,"[1, 3, 224, 224]","[1, 77]", 4.15GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
75,ViT-L-14,commonpool_xl_s13b_b90k,9.71174430847168,5.970943927764893,0.6817,"[1, 3, 224, 224]","[1, 77]", 4.17GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
76,ViT-L-14,datacomp_xl_s13b_b90k,9.667455673217773,5.974016189575195,0.7091,"[1, 3, 224, 224]","[1, 77]", 4.17GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
77,ViT-L-14,laion2b_s32b_b82k,9.479231834411621,5.942271947860718,0.701,"[1, 3, 224, 224]","[1, 77]", 4.16GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
78,ViT-L-14,laion400m_e31,9.430671691894531,5.856767892837524,0.6728000000000001,"[1, 3, 224, 224]","[1, 77]", 4.15GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
79,ViT-L-14,laion400m_e32,9.423408031463623,5.615583896636963,0.6734,"[1, 3, 224, 224]","[1, 77]", 4.12GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
80,ViT-L-14,openai,9.714959621429443,6.268415927886963,0.6588,"[1, 3, 224, 224]","[1, 77]", 3.41GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
81,ViT-L-14-336,openai,11.794464111328125,6.461951971054077,0.6666,"[1, 3, 336, 336]","[1, 77]", 4.23GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.94,395.22
82,ViT-L-14-CLIPA,datacomp1b,9.326303958892822,5.700608015060425,0.7044,"[1, 3, 224, 224]","[1, 32]", 5.88GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,414.21,167.5
83,ViT-L-14-CLIPA-336,datacomp1b,10.515056133270264,5.506048202514648,0.7092,"[1, 3, 336, 336]","[1, 32]", 4.08GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,414.54,387.39
84,ViT-L-14-quickgelu,dfn2b,10.100831985473633,6.162432193756104,0.7406,"[1, 3, 224, 224]","[1, 77]", 4.16GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
85,ViT-L-14-quickgelu,metaclip_400m,9.7052640914917,6.2320640087127686,0.7137,"[1, 3, 224, 224]","[1, 77]", 4.16GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
86,ViT-L-14-quickgelu,metaclip_fullcc,9.760863780975342,6.166576147079468,0.7325,"[1, 3, 224, 224]","[1, 77]", 4.16GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
87,ViT-L-16-SigLIP-256,webli,9.957216262817383,10.980352401733398,0.7619,"[1, 3, 256, 256]","[1, 64]", 4.14GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,652.15,201.62
88,ViT-L-16-SigLIP-384,webli,10.761919975280762,11.013120174407959,0.7642,"[1, 3, 384, 384]","[1, 64]", 5.76GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,652.48,422.91
89,ViT-SO400M-14-SigLIP,webli,10.75823974609375,11.596799850463867,0.7567,"[1, 3, 224, 224]","[1, 16]", 6.83GB,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,877.36,233.54
90,ViT-SO400M-14-SigLIP-384,webli,21.60688018798828,12.261375904083252,0.7721000000000001,"[1, 3, 384, 384]","[1, 64]", 7.88GB,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,877.96,723.48
91,ViT-bigG-14,laion2b_s39b_b160k,34.02823829650879,15.358464241027832,0.7213,"[1, 3, 224, 224]","[1, 77]",15.83GB,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2539.57,1065.36
92,ViT-bigG-14-CLIPA,datacomp1b,33.990848541259766,14.56281566619873,0.7175,"[1, 3, 224, 224]","[1, 32]",14.20GB,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2517.22,1007.93
93,ViT-bigG-14-CLIPA-336,datacomp1b,52.21201515197754,14.736368179321289,0.722,"[1, 3, 336, 336]","[1, 32]",20.09GB,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2517.76,2271.58
94,ViT-g-14,laion2b_s12b_b42k,20.69660758972168,11.706847667694092,0.7085000000000001,"[1, 3, 224, 224]","[1, 77]",10.03GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.68,581.15
95,ViT-g-14,laion2b_s34b_b88k,20.605039596557617,11.433984279632568,0.7038,"[1, 3, 224, 224]","[1, 77]",11.39GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.68,581.15
96,coca_ViT-B-32,laion2b_s13b_b90k,5.72873592376709,6.048768043518066,0.6689,"[1, 3, 224, 224]","[1, 76]", 6.32GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,253.56,33.34
97,coca_ViT-B-32,mscoco_finetuned_laion2b_s13b_b90k,5.838735818862915,6.045183897018433,0.1306,"[1, 3, 224, 224]","[1, 76]", 2.84GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,253.56,33.34
98,coca_ViT-L-14,laion2b_s13b_b90k,9.726208209991455,5.987328052520752,0.7085000000000001,"[1, 3, 224, 224]","[1, 76]", 4.34GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,638.45,214.52
99,coca_ViT-L-14,mscoco_finetuned_laion2b_s13b_b90k,9.84883165359497,6.072319984436035,0.7432,"[1, 3, 224, 224]","[1, 76]", 5.81GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,638.45,214.52
100,convnext_base,laion400m_s13b_b51k,10.952799797058105,5.843968152999878,0.6541,"[1, 3, 224, 224]","[1, 77]", 6.02GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.52,36.67
101,convnext_base_w,laion2b_s13b_b82k,10.53713607788086,5.6744959354400635,0.6976,"[1, 3, 256, 256]","[1, 77]", 2.18GB,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
102,convnext_base_w,laion2b_s13b_b82k_augreg,9.993855953216553,5.880367994308472,0.6922,"[1, 3, 256, 256]","[1, 77]", 2.27GB,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
103,convnext_base_w,laion_aesthetic_s13b_b82k,9.997456073760986,5.889023780822754,0.7047,"[1, 3, 256, 256]","[1, 77]", 2.26GB,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
104,convnext_base_w_320,laion_aesthetic_s13b_b82k,10.429872035980225,5.764095783233643,0.703,"[1, 3, 320, 320]","[1, 77]", 2.26GB,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,71.94
105,convnext_base_w_320,laion_aesthetic_s13b_b82k_augreg,10.6287522315979,5.627392053604126,0.687,"[1, 3, 320, 320]","[1, 77]", 2.24GB,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,71.94
106,convnext_large_d,laion2b_s26b_b102k_augreg,10.50500774383545,7.404543876647949,0.7102,"[1, 3, 256, 256]","[1, 77]", 2.96GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,107.5
107,convnext_large_d_320,laion2b_s29b_b131k_ft,10.4760479927063,7.656447887420654,0.7121999999999999,"[1, 3, 320, 320]","[1, 77]", 3.75GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,157.98
108,convnext_large_d_320,laion2b_s29b_b131k_ft_soup,10.406496047973635,7.352320194244385,0.7148,"[1, 3, 320, 320]","[1, 77]", 3.66GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,157.98
109,convnext_xxlarge,laion2b_s34b_b82k_augreg,14.751791954040527,11.636208057403564,0.7201,"[1, 3, 256, 256]","[1, 77]", 6.85GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
110,convnext_xxlarge,laion2b_s34b_b82k_augreg_rewind,14.755663871765137,11.485695838928223,0.7238,"[1, 3, 256, 256]","[1, 77]", 9.89GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
111,convnext_xxlarge,laion2b_s34b_b82k_augreg_soup,14.752992153167725,11.174912452697754,0.7232,"[1, 3, 256, 256]","[1, 77]", 9.87GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
112,nllb-clip-base,v1,5.364271879196167,8.377856254577637,0.5562,"[1, 3, 224, 224]","[1, 77]",12.36GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,501.89,369.6
113,nllb-clip-base-siglip,v1,5.635439872741699,8.315392017364502,0.6545000000000001,"[1, 3, 384, 384]","[1, 77]", 8.10GB,"[1, 768]",2.1.0,12.1,NVIDIA A10G,507.47,472.91
114,nllb-clip-large,v1,14.02905559539795,16.052223205566406,0.6346,"[1, 3, 224, 224]","[1, 77]", 8.11GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1399.22,1468.46
115,nllb-clip-large-siglip,v1,21.59932804107666,15.393311977386475,0.6738,"[1, 3, 384, 384]","[1, 77]", 7.38GB,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,1195.5,1804.22
116,roberta-ViT-B-32,laion2b_s12b_b32k,5.731600046157837,8.336383819580078,0.6640999999999999,"[1, 3, 224, 224]","[1, 77]",11.36GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,212.72,105.87
117,xlm-roberta-base-ViT-B-32,laion5b_s13b_b90k,5.475311994552612,8.456704139709473,0.6759,"[1, 3, 224, 224]","[1, 77]", 3.13GB,"[1, 512]",2.1.0,12.1,NVIDIA A10G,366.12,105.87
118,xlm-roberta-large-ViT-H-14,frozen_laion5b_s13b_b90k,14.092000007629395,16.077311515808105,0.7363,"[1, 3, 224, 224]","[1, 77]", 6.85GB,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1193.01,671.01