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,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,37.79160118103027,6.120768070220947,0.7003,"[1, 3, 224, 224]","[1, 77]", 7.56GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1136.44,547.36
1,EVA01-g-14-plus,merged2b_s11b_b114k,37.8059024810791,11.666768074035645,0.7231000000000001,"[1, 3, 224, 224]","[1, 77]",10.27GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1366.62,581.15
2,EVA02-B-16,merged2b_s8b_b131k,10.733727931976318,6.142303943634033,0.6904,"[1, 3, 224, 224]","[1, 77]", 6.45GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.69,41.09
3,EVA02-L-14,merged2b_s4b_b131k,21.63033676147461,6.1605918407440186,0.7207000000000001,"[1, 3, 224, 224]","[1, 77]", 2.90GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.76,175.3
4,EVA02-L-14-336,merged2b_s6b_b61k,38.77265739440918,6.185583829879761,0.7235,"[1, 3, 336, 336]","[1, 77]", 4.06GB,"[1, 768]",2.1.0,12.1,Tesla T4,428.08,395.16
5,RN101,openai,11.294672012329102,6.5556960105896,0.6249,"[1, 3, 224, 224]","[1, 77]", 1.44GB,"[1, 512]",2.1.0,12.1,Tesla T4,119.69,25.5
6,RN101,yfcc15m,11.466815948486328,6.182032108306885,0.4796,"[1, 3, 224, 224]","[1, 77]", 1.51GB,"[1, 512]",2.1.0,12.1,Tesla T4,119.69,25.5
7,RN101-quickgelu,openai,11.362783908843994,6.604543924331665,0.6249,"[1, 3, 224, 224]","[1, 77]", 1.53GB,"[1, 512]",2.1.0,12.1,Tesla T4,119.69,25.5
8,RN101-quickgelu,yfcc15m,11.415472030639648,6.579023838043213,0.48460000000000003,"[1, 3, 224, 224]","[1, 77]", 1.52GB,"[1, 512]",2.1.0,12.1,Tesla T4,119.69,25.5
9,RN50,cc12m,6.202415943145752,6.064255952835083,0.5475,"[1, 3, 224, 224]","[1, 77]", 1.36GB,"[1, 1024]",2.1.0,12.1,Tesla T4,102.01,18.18
10,RN50,openai,10.760144233703613,6.43452787399292,0.6124,"[1, 3, 224, 224]","[1, 77]", 0.95GB,"[1, 1024]",2.1.0,12.1,Tesla T4,102.01,18.18
11,RN50,yfcc15m,6.175440073013306,6.16155219078064,0.4709,"[1, 3, 224, 224]","[1, 77]", 1.36GB,"[1, 1024]",2.1.0,12.1,Tesla T4,102.01,18.18
12,RN50-quickgelu,cc12m,6.243920087814331,6.501904010772705,0.5531,"[1, 3, 224, 224]","[1, 77]", 1.37GB,"[1, 1024]",2.1.0,12.1,Tesla T4,102.01,18.18
13,RN50-quickgelu,openai,6.253904104232788,6.51911997795105,0.6124,"[1, 3, 224, 224]","[1, 77]", 1.36GB,"[1, 1024]",2.1.0,12.1,Tesla T4,102.01,18.18
14,RN50-quickgelu,yfcc15m,6.25654411315918,6.513776063919067,0.4716,"[1, 3, 224, 224]","[1, 77]", 1.36GB,"[1, 1024]",2.1.0,12.1,Tesla T4,102.01,18.18
15,RN50x16,openai,16.951600074768066,6.551408052444458,0.6518,"[1, 3, 384, 384]","[1, 77]", 2.48GB,"[1, 768]",2.1.0,12.1,Tesla T4,290.98,162.69
16,RN50x4,openai,9.57257604598999,6.5382080078125,0.6373,"[1, 3, 288, 288]","[1, 77]", 1.80GB,"[1, 640]",2.1.0,12.1,Tesla T4,178.3,51.82
17,RN50x64,openai,47.03169631958008,6.513200044631958,0.6563,"[1, 3, 448, 448]","[1, 77]", 4.26GB,"[1, 1024]",2.1.0,12.1,Tesla T4,623.26,552.65
18,ViT-B-16,commonpool_l_basic_s1b_b8k,5.189791917800903,6.094048023223877,0.6132,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
19,ViT-B-16,commonpool_l_clip_s1b_b8k,5.220288038253784,6.157503843307495,0.6054,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
20,ViT-B-16,commonpool_l_image_s1b_b8k,5.253728151321411,6.163376092910767,0.6164,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
21,ViT-B-16,commonpool_l_laion_s1b_b8k,5.1632959842681885,6.205631971359253,0.6274,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
22,ViT-B-16,commonpool_l_s1b_b8k,5.238224029541016,6.170719861984253,0.5635,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
23,ViT-B-16,commonpool_l_text_s1b_b8k,5.21724796295166,6.131903886795044,0.6126,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
24,ViT-B-16,datacomp_l_s1b_b8k,5.173680067062378,6.194191932678223,0.6267,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
25,ViT-B-16,datacomp_xl_s13b_b90k,5.182799816131592,6.116879940032959,0.6867,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
26,ViT-B-16,dfn2b,5.245183944702148,6.180400133132935,0.7158,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
27,ViT-B-16,laion2b_s34b_b88k,5.212496042251587,6.144896030426025,0.6884,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
28,ViT-B-16,laion400m_e31,5.11297607421875,6.178976058959961,0.6621000000000001,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
29,ViT-B-16,laion400m_e32,5.178352117538452,6.107696056365967,0.6638,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
30,ViT-B-16,openai,5.523072004318237,6.493808031082153,0.6507,"[1, 3, 224, 224]","[1, 77]", 1.85GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
31,ViT-B-16-SigLIP,webli,5.145024061203003,5.687727928161621,0.7442,"[1, 3, 224, 224]","[1, 64]", 3.16GB,"[1, 768]",2.1.0,12.1,Tesla T4,203.16,46.44
32,ViT-B-16-SigLIP-256,webli,5.161679983139038,5.790879964828491,0.7462000000000001,"[1, 3, 256, 256]","[1, 64]", 2.24GB,"[1, 768]",2.1.0,12.1,Tesla T4,203.2,57.84
33,ViT-B-16-SigLIP-384,webli,8.040928363800049,5.794159889221191,0.7542,"[1, 3, 384, 384]","[1, 64]", 2.87GB,"[1, 768]",2.1.0,12.1,Tesla T4,203.45,123.15
34,ViT-B-16-SigLIP-512,webli,13.41979169845581,5.798799991607666,0.7554,"[1, 3, 512, 512]","[1, 64]", 2.24GB,"[1, 768]",2.1.0,12.1,Tesla T4,203.79,227.26
35,ViT-B-16-SigLIP-i18n-256,webli,5.110383987426758,5.6955201625823975,0.7347,"[1, 3, 256, 256]","[1, 64]", 2.87GB,"[1, 768]",2.1.0,12.1,Tesla T4,370.63,57.84
36,ViT-B-16-plus-240,laion400m_e31,5.224447965621948,6.202352046966553,0.6671,"[1, 3, 240, 240]","[1, 77]", 2.07GB,"[1, 640]",2.1.0,12.1,Tesla T4,208.38,64.03
37,ViT-B-16-plus-240,laion400m_e32,5.225712060928345,6.12721586227417,0.6675999999999999,"[1, 3, 240, 240]","[1, 77]", 2.27GB,"[1, 640]",2.1.0,12.1,Tesla T4,208.38,64.03
38,ViT-B-16-quickgelu,metaclip_400m,5.537583827972412,6.577872037887573,0.6962,"[1, 3, 224, 224]","[1, 77]", 1.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
39,ViT-B-16-quickgelu,metaclip_fullcc,5.502399921417236,6.51967978477478,0.7077,"[1, 3, 224, 224]","[1, 77]", 1.85GB,"[1, 512]",2.1.0,12.1,Tesla T4,149.62,41.09
40,ViT-B-32,commonpool_m_basic_s128m_b4k,5.477887868881226,6.070512056350708,0.3907,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
41,ViT-B-32,commonpool_m_clip_s128m_b4k,5.4521119594573975,6.160655975341797,0.3923,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
42,ViT-B-32,commonpool_m_image_s128m_b4k,5.454767942428589,6.147984027862549,0.39759999999999995,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
43,ViT-B-32,commonpool_m_laion_s128m_b4k,5.466495990753174,6.0619518756866455,0.3741,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
44,ViT-B-32,commonpool_m_s128m_b4k,5.471231937408447,6.274512052536011,0.34489999999999993,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
45,ViT-B-32,commonpool_m_text_s128m_b4k,5.444352149963379,6.132832050323486,0.3917,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
46,ViT-B-32,commonpool_s_basic_s13m_b4k,5.45747184753418,6.069728136062622,0.1874,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
47,ViT-B-32,commonpool_s_clip_s13m_b4k,5.5439839363098145,6.178960084915161,0.1857,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
48,ViT-B-32,commonpool_s_image_s13m_b4k,5.62719988822937,6.157024145126343,0.1536,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
49,ViT-B-32,commonpool_s_laion_s13m_b4k,5.848639965057373,6.288255929946899,0.1527,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
50,ViT-B-32,commonpool_s_s13m_b4k,5.466416120529175,6.124815940856934,0.1789,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
51,ViT-B-32,commonpool_s_text_s13m_b4k,5.477519989013672,6.156256198883057,0.19220000000000004,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
52,ViT-B-32,datacomp_m_s128m_b4k,5.500416040420532,6.091904163360596,0.37560000000000004,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
53,ViT-B-32,datacomp_s_s13m_b4k,5.712400197982788,6.3947038650512695,0.1536,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
54,ViT-B-32,datacomp_xl_s13b_b90k,5.446143865585327,6.1095359325408936,0.6594,"[1, 3, 224, 224]","[1, 77]", 1.79GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
55,ViT-B-32,laion2b_e16,5.494415998458862,6.173216104507446,0.6777,"[1, 3, 224, 224]","[1, 77]", 1.79GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
56,ViT-B-32,laion2b_s34b_b79k,5.502527952194214,6.09225606918335,0.675,"[1, 3, 224, 224]","[1, 77]", 1.79GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
57,ViT-B-32,laion400m_e31,5.59171199798584,6.183743953704834,0.6412,"[1, 3, 224, 224]","[1, 77]", 1.81GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
58,ViT-B-32,laion400m_e32,5.502432107925415,6.141232013702393,0.6412,"[1, 3, 224, 224]","[1, 77]", 1.79GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
59,ViT-B-32,openai,5.921231985092163,6.5880961418151855,0.6321,"[1, 3, 224, 224]","[1, 77]", 3.62GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
60,ViT-B-32-256,datacomp_s34b_b86k,5.4269280433654785,6.0625598430633545,0.6712,"[1, 3, 256, 256]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.29,17.46
61,ViT-B-32-quickgelu,laion400m_e31,5.798991918563843,6.410224199295044,0.6389,"[1, 3, 224, 224]","[1, 77]", 1.78GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
62,ViT-B-32-quickgelu,laion400m_e32,5.832704067230225,6.4405601024627686,0.6394,"[1, 3, 224, 224]","[1, 77]", 1.85GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
63,ViT-B-32-quickgelu,metaclip_400m,5.825536012649536,6.466367959976196,0.671,"[1, 3, 224, 224]","[1, 77]", 1.85GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
64,ViT-B-32-quickgelu,metaclip_fullcc,5.842144012451172,6.434815883636475,0.6879,"[1, 3, 224, 224]","[1, 77]", 1.85GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
65,ViT-B-32-quickgelu,openai,5.817872047424316,6.485215902328491,0.6321,"[1, 3, 224, 224]","[1, 77]", 1.80GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.28,14.78
66,ViT-H-14,laion2b_s32b_b79k,24.85916805267334,11.844128131866455,0.7056999999999999,"[1, 3, 224, 224]","[1, 77]", 6.04GB,"[1, 1024]",2.1.0,12.1,Tesla T4,986.11,381.68
67,ViT-H-14-378-quickgelu,dfn5b,61.84059143066406,12.499215602874756,0.7719,"[1, 3, 378, 378]","[1, 77]", 8.20GB,"[1, 1024]",2.1.0,12.1,Tesla T4,986.71,1054.05
68,ViT-H-14-CLIPA,datacomp1b,24.926831245422363,11.011039733886719,0.7178,"[1, 3, 224, 224]","[1, 32]", 5.96GB,"[1, 1024]",2.1.0,12.1,Tesla T4,968.24,354.02
69,ViT-H-14-CLIPA-336,datacomp1b,43.77446365356445,11.700000286102295,0.7192000000000001,"[1, 3, 336, 336]","[1, 32]", 8.06GB,"[1, 1024]",2.1.0,12.1,Tesla T4,968.64,800.88
70,ViT-H-14-CLIPA-336,laion2b,43.6694393157959,10.972959995269775,0.7289,"[1, 3, 336, 336]","[1, 32]", 8.09GB,"[1, 1024]",2.1.0,12.1,Tesla T4,968.64,800.88
71,ViT-H-14-quickgelu,dfn5b,26.005887985229492,12.726239681243896,0.764,"[1, 3, 224, 224]","[1, 77]", 8.22GB,"[1, 1024]",2.1.0,12.1,Tesla T4,986.11,381.68
72,ViT-H-14-quickgelu,metaclip_fullcc,26.078768730163574,12.589887619018555,0.7411999999999999,"[1, 3, 224, 224]","[1, 77]", 8.25GB,"[1, 1024]",2.1.0,12.1,Tesla T4,986.11,381.68
73,ViT-L-14,commonpool_xl_clip_s13b_b90k,10.736288070678711,6.0797278881073,0.6956,"[1, 3, 224, 224]","[1, 77]", 3.92GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
74,ViT-L-14,commonpool_xl_laion_s13b_b90k,10.711024284362793,6.192944049835205,0.7206,"[1, 3, 224, 224]","[1, 77]", 3.92GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
75,ViT-L-14,commonpool_xl_s13b_b90k,10.649712085723877,6.438256025314331,0.6817,"[1, 3, 224, 224]","[1, 77]", 3.92GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
76,ViT-L-14,datacomp_xl_s13b_b90k,10.671216011047363,6.105839967727661,0.7091,"[1, 3, 224, 224]","[1, 77]", 3.90GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
77,ViT-L-14,laion2b_s32b_b82k,10.637199878692627,6.1260480880737305,0.701,"[1, 3, 224, 224]","[1, 77]", 3.91GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
78,ViT-L-14,laion400m_e31,10.66219186782837,6.064015865325928,0.6728000000000001,"[1, 3, 224, 224]","[1, 77]", 3.87GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
79,ViT-L-14,laion400m_e32,10.625408172607422,6.123983860015869,0.6734,"[1, 3, 224, 224]","[1, 77]", 3.85GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
80,ViT-L-14,openai,11.314863681793213,6.479008197784424,0.6588,"[1, 3, 224, 224]","[1, 77]", 3.13GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
81,ViT-L-14-336,openai,23.065024375915527,6.47652792930603,0.6666,"[1, 3, 336, 336]","[1, 77]", 4.00GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.94,395.22
82,ViT-L-14-CLIPA,datacomp1b,10.889984130859375,5.672080039978027,0.7044,"[1, 3, 224, 224]","[1, 32]", 5.64GB,"[1, 768]",2.1.0,12.1,Tesla T4,414.21,167.5
83,ViT-L-14-CLIPA-336,datacomp1b,20.8055362701416,5.691295862197876,0.7092,"[1, 3, 336, 336]","[1, 32]", 3.80GB,"[1, 768]",2.1.0,12.1,Tesla T4,414.54,387.39
84,ViT-L-14-quickgelu,dfn2b,11.29423999786377,6.467087984085083,0.7406,"[1, 3, 224, 224]","[1, 77]", 3.92GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
85,ViT-L-14-quickgelu,metaclip_400m,11.306384086608887,6.479487895965576,0.7137,"[1, 3, 224, 224]","[1, 77]", 3.92GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
86,ViT-L-14-quickgelu,metaclip_fullcc,11.320256233215332,6.430624008178711,0.7325,"[1, 3, 224, 224]","[1, 77]", 3.92GB,"[1, 768]",2.1.0,12.1,Tesla T4,427.62,175.33
87,ViT-L-16-SigLIP-256,webli,10.298976421356201,10.997920036315918,0.7619,"[1, 3, 256, 256]","[1, 64]", 4.04GB,"[1, 1024]",2.1.0,12.1,Tesla T4,652.15,201.62
88,ViT-L-16-SigLIP-384,webli,23.64249610900879,11.142863750457764,0.7642,"[1, 3, 384, 384]","[1, 64]", 5.64GB,"[1, 1024]",2.1.0,12.1,Tesla T4,652.48,422.91
89,ViT-SO400M-14-SigLIP,webli,13.705520153045654,12.37177562713623,0.7567,"[1, 3, 224, 224]","[1, 16]", 6.57GB,"[1, 1152]",2.1.0,12.1,Tesla T4,877.36,233.54
90,ViT-SO400M-14-SigLIP-384,webli,45.130096435546875,12.43508768081665,0.7721000000000001,"[1, 3, 384, 384]","[1, 64]", 7.61GB,"[1, 1152]",2.1.0,12.1,Tesla T4,877.96,723.48
91,ViT-bigG-14-CLIPA,datacomp1b,68.31182479858398,14.598559856414795,0.7175,"[1, 3, 224, 224]","[1, 32]",13.95GB,"[1, 1280]",2.1.0,12.1,Tesla T4,2517.22,1007.93
92,ViT-g-14,laion2b_s12b_b42k,38.83014488220215,11.763631820678711,0.7085000000000001,"[1, 3, 224, 224]","[1, 77]", 9.74GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1366.68,581.15
93,ViT-g-14,laion2b_s34b_b88k,38.52374458312988,12.187520027160645,0.7038,"[1, 3, 224, 224]","[1, 77]",11.17GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1366.68,581.15
94,coca_ViT-B-32,laion2b_s13b_b90k,5.919167995452881,6.34169602394104,0.6689,"[1, 3, 224, 224]","[1, 76]", 6.07GB,"[1, 512]",2.1.0,12.1,Tesla T4,253.56,33.34
95,coca_ViT-B-32,mscoco_finetuned_laion2b_s13b_b90k,5.983183860778809,6.366767883300781,0.1306,"[1, 3, 224, 224]","[1, 76]", 2.58GB,"[1, 512]",2.1.0,12.1,Tesla T4,253.56,33.34
96,coca_ViT-L-14,laion2b_s13b_b90k,10.826111793518066,6.336384057998657,0.7085000000000001,"[1, 3, 224, 224]","[1, 76]", 4.07GB,"[1, 768]",2.1.0,12.1,Tesla T4,638.45,214.52
97,coca_ViT-L-14,mscoco_finetuned_laion2b_s13b_b90k,10.816559791564941,6.302608013153076,0.7432,"[1, 3, 224, 224]","[1, 76]", 5.54GB,"[1, 768]",2.1.0,12.1,Tesla T4,638.45,214.52
98,convnext_base,laion400m_s13b_b51k,10.684368133544922,6.242271900177002,0.6541,"[1, 3, 224, 224]","[1, 77]", 5.76GB,"[1, 512]",2.1.0,12.1,Tesla T4,151.52,36.67
99,convnext_base_w,laion2b_s13b_b82k,10.67465591430664,6.076495885848999,0.6976,"[1, 3, 256, 256]","[1, 77]", 1.91GB,"[1, 640]",2.1.0,12.1,Tesla T4,179.39,49.38
100,convnext_base_w,laion2b_s13b_b82k_augreg,10.77617597579956,6.145296096801758,0.6922,"[1, 3, 256, 256]","[1, 77]", 1.96GB,"[1, 640]",2.1.0,12.1,Tesla T4,179.39,49.38
101,convnext_base_w,laion_aesthetic_s13b_b82k,10.973567962646484,6.2034080028533936,0.7047,"[1, 3, 256, 256]","[1, 77]", 1.96GB,"[1, 640]",2.1.0,12.1,Tesla T4,179.39,49.38
102,convnext_base_w_320,laion_aesthetic_s13b_b82k,10.768767833709717,6.151008129119873,0.703,"[1, 3, 320, 320]","[1, 77]", 1.96GB,"[1, 640]",2.1.0,12.1,Tesla T4,179.39,71.94
103,convnext_base_w_320,laion_aesthetic_s13b_b82k_augreg,10.766960144042969,6.119280099868774,0.687,"[1, 3, 320, 320]","[1, 77]", 1.96GB,"[1, 640]",2.1.0,12.1,Tesla T4,179.39,71.94
104,convnext_large_d,laion2b_s26b_b102k_augreg,10.980064392089844,8.051136016845703,0.7102,"[1, 3, 256, 256]","[1, 77]", 2.68GB,"[1, 768]",2.1.0,12.1,Tesla T4,351.77,107.5
105,convnext_large_d_320,laion2b_s29b_b131k_ft,13.056431770324707,8.04475212097168,0.7121999999999999,"[1, 3, 320, 320]","[1, 77]", 3.42GB,"[1, 768]",2.1.0,12.1,Tesla T4,351.77,157.98
106,convnext_large_d_320,laion2b_s29b_b131k_ft_soup,13.020975589752197,8.022319793701172,0.7148,"[1, 3, 320, 320]","[1, 77]", 3.42GB,"[1, 768]",2.1.0,12.1,Tesla T4,351.77,157.98
107,convnext_xxlarge,laion2b_s34b_b82k_augreg,27.29798412322998,11.844511985778809,0.7201,"[1, 3, 256, 256]","[1, 77]", 6.54GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1200.58,443.03
108,convnext_xxlarge,laion2b_s34b_b82k_augreg_rewind,27.44865608215332,12.036992073059082,0.7238,"[1, 3, 256, 256]","[1, 77]", 9.61GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1200.58,443.03
109,convnext_xxlarge,laion2b_s34b_b82k_augreg_soup,27.375776290893555,11.904032230377195,0.7232,"[1, 3, 256, 256]","[1, 77]", 9.60GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1200.58,443.03
110,nllb-clip-base,v1,5.556336164474487,8.21295976638794,0.5562,"[1, 3, 224, 224]","[1, 77]",12.07GB,"[1, 512]",2.1.0,12.1,Tesla T4,501.89,369.6
111,nllb-clip-base-siglip,v1,8.044528007507324,8.226111888885498,0.6545000000000001,"[1, 3, 384, 384]","[1, 77]", 7.83GB,"[1, 768]",2.1.0,12.1,Tesla T4,507.47,472.91
112,nllb-clip-large,v1,24.79801654815674,15.95579195022583,0.6346,"[1, 3, 224, 224]","[1, 77]", 7.87GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1399.22,1468.46
113,nllb-clip-large-siglip,v1,45.0307674407959,15.78283166885376,0.6738,"[1, 3, 384, 384]","[1, 77]", 7.09GB,"[1, 1152]",2.1.0,12.1,Tesla T4,1195.5,1804.22
114,roberta-ViT-B-32,laion2b_s12b_b32k,5.817871809005737,8.871471881866455,0.6640999999999999,"[1, 3, 224, 224]","[1, 77]", 6.67GB,"[1, 512]",2.1.0,12.1,Tesla T4,212.72,105.87
115,xlm-roberta-base-ViT-B-32,laion5b_s13b_b90k,5.521071910858154,8.988368034362793,0.6759,"[1, 3, 224, 224]","[1, 77]", 2.86GB,"[1, 512]",2.1.0,12.1,Tesla T4,366.12,105.87
116,xlm-roberta-large-ViT-H-14,frozen_laion5b_s13b_b90k,24.8222074508667,17.085296630859375,0.7363,"[1, 3, 224, 224]","[1, 77]", 6.62GB,"[1, 1024]",2.1.0,12.1,Tesla T4,1193.01,671.01
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