,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,20.438934326171875,5.786422395706177,0.7003,"[1, 3, 224, 224]","(3, 77)",7238275072,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1136.44,547.36
1,EVA01-g-14-plus,merged2b_s11b_b114k,20.466083145141603,11.216083240509032,0.7231,"[1, 3, 224, 224]","(3, 77)",10166002688,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.62,581.15
2,EVA02-B-16,merged2b_s8b_b131k,12.104044818878174,6.654060792922974,0.6904,"[1, 3, 224, 224]","(3, 77)",6163561472,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.69,41.09
3,EVA02-L-14,merged2b_s4b_b131k,20.49614429473877,5.651760053634644,0.7207,"[1, 3, 224, 224]","(3, 77)",2365293568,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.76,175.3
4,EVA02-L-14-336,merged2b_s6b_b61k,20.265907287597656,5.697228813171387,0.7235,"[1, 3, 336, 336]","(3, 77)",3453198336,"[1, 768]",2.1.0,12.1,NVIDIA A10G,428.08,395.16
5,RN101,openai,12.76016960144043,6.066592025756836,0.6249,"[1, 3, 224, 224]","(3, 77)",910373376,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
6,RN101,yfcc15m,11.152579402923584,5.68340482711792,0.4796,"[1, 3, 224, 224]","(3, 77)",979235840,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
7,RN101-quickgelu,openai,10.959942531585693,6.049891138076783,0.6249,"[1, 3, 224, 224]","(3, 77)",979496960,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
8,RN101-quickgelu,yfcc15m,12.781196784973144,6.019379091262818,0.48460000000000003,"[1, 3, 224, 224]","(3, 77)",980546560,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
9,RN50,cc12m,5.798828792572022,5.640912055969238,0.5475,"[1, 3, 224, 224]","(3, 77)",831289344,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
10,RN50,openai,6.8173503398895265,5.972371196746826,0.6124,"[1, 3, 224, 224]","(3, 77)",508009472,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
11,RN50,yfcc15m,6.546364831924438,5.652070379257202,0.4709,"[1, 3, 224, 224]","(3, 77)",839153664,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
12,RN50-quickgelu,cc12m,5.808287954330444,5.993267154693603,0.5531,"[1, 3, 224, 224]","(3, 77)",831158272,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
13,RN50-quickgelu,openai,5.786297559738159,6.002080059051513,0.6124,"[1, 3, 224, 224]","(3, 77)",837056512,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
14,RN50-quickgelu,yfcc15m,5.802550411224365,5.971148824691772,0.4716,"[1, 3, 224, 224]","(3, 77)",836270080,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
15,RN50x16,openai,13.13154878616333,6.004432010650635,0.6518,"[1, 3, 384, 384]","(3, 77)",1914447360,"[1, 768]",2.1.0,12.1,NVIDIA A10G,290.98,162.69
16,RN50x4,openai,9.192614364624024,6.007705640792847,0.6373,"[1, 3, 288, 288]","(3, 77)",1224630784,"[1, 640]",2.1.0,12.1,NVIDIA A10G,178.3,51.82
17,RN50x64,openai,22.408784103393554,6.078665542602539,0.6563,"[1, 3, 448, 448]","(3, 77)",3698862592,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,623.26,552.65
18,ViT-B-16,commonpool_l_basic_s1b_b8k,4.8319295883178714,5.62555193901062,0.6132,"[1, 3, 224, 224]","(3, 77)",1230176256,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
19,ViT-B-16,commonpool_l_clip_s1b_b8k,5.6938880443572994,5.600876808166504,0.6054,"[1, 3, 224, 224]","(3, 77)",1227030528,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
20,ViT-B-16,commonpool_l_image_s1b_b8k,4.79587836265564,5.650649547576904,0.6164,"[1, 3, 224, 224]","(3, 77)",1230176256,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
21,ViT-B-16,commonpool_l_laion_s1b_b8k,4.782550382614136,5.651142358779907,0.6274,"[1, 3, 224, 224]","(3, 77)",1229127680,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
22,ViT-B-16,commonpool_l_s1b_b8k,4.776915168762207,5.637017679214478,0.5635,"[1, 3, 224, 224]","(3, 77)",1230962688,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
23,ViT-B-16,commonpool_l_text_s1b_b8k,5.374604749679565,5.57948489189148,0.6126,"[1, 3, 224, 224]","(3, 77)",1228603392,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
24,ViT-B-16,datacomp_l_s1b_b8k,5.701728057861328,5.662310409545898,0.6267,"[1, 3, 224, 224]","(3, 77)",1225719808,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
25,ViT-B-16,datacomp_xl_s13b_b90k,5.720966386795044,5.641625642776489,0.6867,"[1, 3, 224, 224]","(3, 77)",1224802304,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
26,ViT-B-16,dfn2b,4.805958414077759,5.615100717544555,0.7158,"[1, 3, 224, 224]","(3, 77)",1230438400,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
27,ViT-B-16,laion2b_s34b_b88k,5.696988773345947,5.653196859359741,0.6884,"[1, 3, 224, 224]","(3, 77)",1223753728,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
28,ViT-B-16,laion400m_e31,4.825375986099243,5.686476802825927,0.6621,"[1, 3, 224, 224]","(3, 77)",1228603392,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
29,ViT-B-16,laion400m_e32,4.773785638809204,5.624118375778198,0.6638,"[1, 3, 224, 224]","(3, 77)",1224671232,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
30,ViT-B-16,openai,5.391235113143921,5.974006414413452,0.6507,"[1, 3, 224, 224]","(3, 77)",1237850112,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
31,ViT-B-16-SigLIP,webli,4.860102415084839,5.4749119758605955,0.7442,"[1, 3, 224, 224]","(3, 64)",19772472320,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.16,46.44
32,ViT-B-16-SigLIP-256,webli,5.421679925918579,5.462425613403321,0.7462,"[1, 3, 256, 256]","(3, 64)",1675241472,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.2,57.84
33,ViT-B-16-SigLIP-384,webli,6.166726350784302,5.451775932312012,0.7542,"[1, 3, 384, 384]","(3, 64)",2349512704,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.45,123.15
34,ViT-B-16-SigLIP-512,webli,7.610800075531006,5.470108842849731,0.7554,"[1, 3, 512, 512]","(3, 64)",1681389568,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.79,227.26
35,ViT-B-16-SigLIP-i18n-256,webli,5.9472448348999025,5.4431647777557375,0.7347,"[1, 3, 256, 256]","(3, 64)",2349053952,"[1, 768]",2.1.0,12.1,NVIDIA A10G,370.63,57.84
36,ViT-B-16-plus-240,laion400m_e31,4.962649536132813,5.668556785583496,0.6671,"[1, 3, 240, 240]","(3, 77)",1470380032,"[1, 640]",2.1.0,12.1,NVIDIA A10G,208.38,64.03
37,ViT-B-16-plus-240,laion400m_e32,4.886979246139527,5.6485920429229735,0.6676,"[1, 3, 240, 240]","(3, 77)",1718513664,"[1, 640]",2.1.0,12.1,NVIDIA A10G,208.38,64.03
38,ViT-B-16-quickgelu,metaclip_400m,5.129200029373169,5.971046400070191,0.6962,"[1, 3, 224, 224]","(3, 77)",1229914112,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
39,ViT-B-16-quickgelu,metaclip_fullcc,5.107929658889771,6.000534391403198,0.7077,"[1, 3, 224, 224]","(3, 77)",1227816960,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
40,ViT-B-32,commonpool_m_basic_s128m_b4k,6.139801549911499,5.665897560119629,0.3907,"[1, 3, 224, 224]","(3, 77)",1237137408,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
41,ViT-B-32,commonpool_m_clip_s128m_b4k,5.153920030593872,5.654422426223755,0.3923,"[1, 3, 224, 224]","(3, 77)",1238185984,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
42,ViT-B-32,commonpool_m_image_s128m_b4k,5.146627140045166,5.655353546142578,0.3976,"[1, 3, 224, 224]","(3, 77)",1236875264,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
43,ViT-B-32,commonpool_m_laion_s128m_b4k,5.142582416534424,5.603228759765625,0.3741,"[1, 3, 224, 224]","(3, 77)",1236088832,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
44,ViT-B-32,commonpool_m_s128m_b4k,5.406108808517456,6.940879964828492,0.3449,"[1, 3, 224, 224]","(3, 77)",1239496704,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
45,ViT-B-32,commonpool_m_text_s128m_b4k,6.134956789016724,5.649612712860107,0.3917,"[1, 3, 224, 224]","(3, 77)",1235826688,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
46,ViT-B-32,commonpool_s_basic_s13m_b4k,6.123667192459107,5.620329666137695,0.1874,"[1, 3, 224, 224]","(3, 77)",1243166720,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
47,ViT-B-32,commonpool_s_clip_s13m_b4k,5.169231939315796,5.689446449279785,0.1857,"[1, 3, 224, 224]","(3, 77)",1240020992,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
48,ViT-B-32,commonpool_s_image_s13m_b4k,6.1125696182250975,5.633740758895874,0.1536,"[1, 3, 224, 224]","(3, 77)",1242511360,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
49,ViT-B-32,commonpool_s_laion_s13m_b4k,5.320847988128662,5.657702350616455,0.1527,"[1, 3, 224, 224]","(3, 77)",1242249216,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
50,ViT-B-32,commonpool_s_s13m_b4k,5.1775072574615475,5.811817598342896,0.1789,"[1, 3, 224, 224]","(3, 77)",1244477440,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
51,ViT-B-32,commonpool_s_text_s13m_b4k,6.197983932495117,5.7266144275665285,0.1922,"[1, 3, 224, 224]","(3, 77)",1241593856,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
52,ViT-B-32,datacomp_m_s128m_b4k,5.135212802886963,5.620124816894531,0.3756,"[1, 3, 224, 224]","(3, 77)",1237137408,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
53,ViT-B-32,datacomp_s_s13m_b4k,5.227811193466186,5.690374422073364,0.1536,"[1, 3, 224, 224]","(3, 77)",1241069568,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
54,ViT-B-32,datacomp_xl_s13b_b90k,5.857862424850464,5.649823999404907,0.6594,"[1, 3, 224, 224]","(3, 77)",1235826688,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
55,ViT-B-32,laion2b_e16,5.1528768062591555,5.64489598274231,0.6777,"[1, 3, 224, 224]","(3, 77)",1237137408,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
56,ViT-B-32,laion2b_s34b_b79k,5.918016147613526,5.627500867843628,0.675,"[1, 3, 224, 224]","(3, 77)",1237137408,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
57,ViT-B-32,laion400m_e31,5.178092813491821,5.651254463195801,0.6412,"[1, 3, 224, 224]","(3, 77)",1233598464,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
58,ViT-B-32,laion400m_e32,5.172112035751343,5.642127990722656,0.6412,"[1, 3, 224, 224]","(3, 77)",1235433472,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
59,ViT-B-32,openai,5.516425609588623,5.996339178085327,0.6321,"[1, 3, 224, 224]","(3, 77)",3131771392,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
60,ViT-B-32-256,datacomp_s34b_b86k,5.1441343307495115,5.669996833801269,0.6712,"[1, 3, 256, 256]","(3, 77)",1246096384,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.29,17.46
61,ViT-B-32-quickgelu,laion400m_e31,5.5564319610595705,6.089004802703857,0.6389,"[1, 3, 224, 224]","(3, 77)",1245919232,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
62,ViT-B-32-quickgelu,laion400m_e32,5.474217557907105,5.964383935928344,0.6394,"[1, 3, 224, 224]","(3, 77)",1241724928,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
63,ViT-B-32-quickgelu,metaclip_400m,5.534620761871338,5.992345571517944,0.671,"[1, 3, 224, 224]","(3, 77)",1239365632,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
64,ViT-B-32-quickgelu,metaclip_fullcc,5.499164819717407,5.953129625320434,0.6879,"[1, 3, 224, 224]","(3, 77)",1240020992,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
65,ViT-B-32-quickgelu,openai,5.478467178344727,5.986508798599243,0.6321,"[1, 3, 224, 224]","(3, 77)",1248454656,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
66,ViT-H-14,laion2b_s32b_b79k,14.82935676574707,11.128320121765137,0.7057,"[1, 3, 224, 224]","(3, 77)",5731186688,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
67,ViT-H-14-378-quickgelu,dfn5b,31.18522891998291,11.836624145507812,0.7719,"[1, 3, 378, 378]","(3, 77)",7996008448,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.71,1054.05
68,ViT-H-14-CLIPA,datacomp1b,13.983820915222168,10.70202569961548,0.7178,"[1, 3, 224, 224]","(3, 32)",5573060608,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.24,354.02
69,ViT-H-14-CLIPA-336,datacomp1b,22.175904083251954,10.753635215759278,0.7192,"[1, 3, 336, 336]","(3, 32)",7780482048,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.64,800.88
70,ViT-H-14-CLIPA-336,laion2b,22.0978141784668,10.817747116088867,0.7289,"[1, 3, 336, 336]","(3, 32)",7777102848,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.64,800.88
71,ViT-H-14-quickgelu,dfn5b,14.549804878234863,11.867238426208496,0.764,"[1, 3, 224, 224]","(3, 77)",7996991488,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
72,ViT-H-14-quickgelu,metaclip_fullcc,14.541631984710694,11.848697471618653,0.7412,"[1, 3, 224, 224]","(3, 77)",7999154176,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
73,ViT-L-14,commonpool_xl_clip_s13b_b90k,9.056816101074219,5.673984003067017,0.6956,"[1, 3, 224, 224]","(3, 77)",3463997440,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
74,ViT-L-14,commonpool_xl_laion_s13b_b90k,9.383638286590577,5.751200008392334,0.7206,"[1, 3, 224, 224]","(3, 77)",3463014400,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
75,ViT-L-14,commonpool_xl_s13b_b90k,9.020307159423828,5.657292890548706,0.6817,"[1, 3, 224, 224]","(3, 77)",3463473152,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
76,ViT-L-14,datacomp_xl_s13b_b90k,9.36179838180542,5.640294408798217,0.7091,"[1, 3, 224, 224]","(3, 77)",3463276544,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
77,ViT-L-14,laion2b_s32b_b82k,9.086652755737305,5.66803207397461,0.701,"[1, 3, 224, 224]","(3, 77)",3463473152,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
78,ViT-L-14,laion400m_e31,9.454559898376464,5.69620795249939,0.6728,"[1, 3, 224, 224]","(3, 77)",3463211008,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
79,ViT-L-14,laion400m_e32,9.093452644348144,5.6504415512084964,0.6734,"[1, 3, 224, 224]","(3, 77)",3463211008,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
80,ViT-L-14,openai,9.943584060668945,6.040169620513916,0.6588,"[1, 3, 224, 224]","(3, 77)",2595284480,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
81,ViT-L-14-336,openai,11.693545532226562,5.990294408798218,0.6666,"[1, 3, 336, 336]","(3, 77)",3463737856,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.94,395.22
82,ViT-L-14-CLIPA,datacomp1b,10.853296089172364,5.588169574737549,0.7044,"[1, 3, 224, 224]","(3, 32)",5203976704,"[1, 768]",2.1.0,12.1,NVIDIA A10G,414.21,167.5
83,ViT-L-14-CLIPA-336,datacomp1b,10.916319942474365,5.924560022354126,0.7092,"[1, 3, 336, 336]","(3, 32)",3354416128,"[1, 768]",2.1.0,12.1,NVIDIA A10G,414.54,387.39
84,ViT-L-14-quickgelu,dfn2b,13.028547286987305,7.107385587692261,0.7406,"[1, 3, 224, 224]","(3, 77)",3463473152,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
85,ViT-L-14-quickgelu,metaclip_400m,9.766742420196532,6.005964708328247,0.7137,"[1, 3, 224, 224]","(3, 77)",3460589568,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
86,ViT-L-14-quickgelu,metaclip_fullcc,11.655155181884766,5.980364799499512,0.7325,"[1, 3, 224, 224]","(3, 77)",3460065280,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
87,ViT-L-16-SigLIP-256,webli,9.811945629119872,10.641196632385254,0.7619,"[1, 3, 256, 256]","(3, 64)",3463880704,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,652.15,201.62
88,ViT-L-16-SigLIP-384,webli,11.321190452575683,10.585692596435546,0.7642,"[1, 3, 384, 384]","(3, 64)",5239883776,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,652.48,422.91
89,ViT-SO400M-14-SigLIP,webli,13.04757776260376,11.837135887145996,0.7567,"[1, 3, 224, 224]","(3, 16)",6171413504,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,877.36,233.54
90,ViT-SO400M-14-SigLIP-384,webli,21.628553581237792,11.995033454895019,0.7721,"[1, 3, 384, 384]","(3, 64)",7085895680,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,877.96,723.48
91,ViT-bigG-14,laion2b_s39b_b160k,34.02709426879883,14.68702392578125,0.7213,"[1, 3, 224, 224]","(3, 77)",15739624448,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2539.57,1065.36
92,ViT-bigG-14-CLIPA,datacomp1b,33.98689956665039,14.374406433105468,0.7175,"[1, 3, 224, 224]","(3, 32)",13967388160,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2517.22,1007.93
93,ViT-bigG-14-CLIPA-336,datacomp1b,52.43085060119629,14.378188800811767,0.722,"[1, 3, 336, 336]","(3, 32)",20159203328,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2517.76,2271.58
94,ViT-g-14,laion2b_s12b_b42k,20.773487854003907,11.960729598999023,0.7085,"[1, 3, 224, 224]","(3, 77)",9532269056,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.68,581.15
95,ViT-g-14,laion2b_s34b_b88k,20.734086418151854,11.161503982543945,0.7038,"[1, 3, 224, 224]","(3, 77)",11070823424,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.68,581.15
96,coca_ViT-B-32,laion2b_s13b_b90k,6.668927955627441,5.794816017150879,0.6689,"[1, 3, 224, 224]","(3, 76)",5853056512,"[1, 512]",2.1.0,12.1,NVIDIA A10G,253.56,33.34
97,coca_ViT-B-32,mscoco_finetuned_laion2b_s13b_b90k,6.6182784080505375,5.8454015254974365,0.1306,"[1, 3, 224, 224]","(3, 76)",2085986304,"[1, 512]",2.1.0,12.1,NVIDIA A10G,253.56,33.34
98,coca_ViT-L-14,laion2b_s13b_b90k,11.227734470367432,5.813452863693238,0.7085,"[1, 3, 224, 224]","(3, 76)",3619857408,"[1, 768]",2.1.0,12.1,NVIDIA A10G,638.45,214.52
99,coca_ViT-L-14,mscoco_finetuned_laion2b_s13b_b90k,11.45088005065918,5.829932737350464,0.7432,"[1, 3, 224, 224]","(3, 76)",5170161664,"[1, 768]",2.1.0,12.1,NVIDIA A10G,638.45,214.52
100,convnext_base,laion400m_s13b_b51k,9.997798347473145,5.889337587356567,0.6541,"[1, 3, 224, 224]","(3, 77)",5532046336,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.52,36.67
101,convnext_base_w,laion2b_s13b_b82k,9.99631986618042,5.86024956703186,0.6976,"[1, 3, 256, 256]","(3, 77)",1382386176,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
102,convnext_base_w,laion2b_s13b_b82k_augreg,10.200441646575928,5.749347162246704,0.6922,"[1, 3, 256, 256]","(3, 77)",1481531392,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
103,convnext_base_w,laion_aesthetic_s13b_b82k,10.25314884185791,5.664351940155029,0.7047,"[1, 3, 256, 256]","(3, 77)",1473011712,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
104,convnext_base_w_320,laion_aesthetic_s13b_b82k,11.806175994873048,5.64367356300354,0.703,"[1, 3, 320, 320]","(3, 77)",1467047936,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,71.94
105,convnext_base_w_320,laion_aesthetic_s13b_b82k_augreg,10.136774444580078,5.663228845596313,0.687,"[1, 3, 320, 320]","(3, 77)",1466589184,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,71.94
106,convnext_large_d,laion2b_s26b_b102k_augreg,10.377564716339112,7.464547157287598,0.7102,"[1, 3, 256, 256]","(3, 77)",2157782528,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,107.5
107,convnext_large_d_320,laion2b_s29b_b131k_ft,10.26388168334961,7.448659133911133,0.7122,"[1, 3, 320, 320]","(3, 77)",2855922688,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,157.98
108,convnext_large_d_320,laion2b_s29b_b131k_ft_soup,10.450134563446046,7.444384050369263,0.7148,"[1, 3, 320, 320]","(3, 77)",2860510208,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,157.98
109,convnext_xxlarge,laion2b_s34b_b82k_augreg,14.782979393005371,11.201228713989257,0.7201,"[1, 3, 256, 256]","(3, 77)",6241563648,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
110,convnext_xxlarge,laion2b_s34b_b82k_augreg_rewind,14.761347103118897,11.131392002105713,0.7238,"[1, 3, 256, 256]","(3, 77)",9626024960,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
111,convnext_xxlarge,laion2b_s34b_b82k_augreg_soup,14.804595184326171,11.286012744903564,0.7232,"[1, 3, 256, 256]","(3, 77)",9628122112,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
112,nllb-clip-base,v1,6.200931262969971,9.475897550582886,0.5562,"[1, 3, 224, 224]","(3, 77)",12123373056,"[1, 512]",2.1.0,12.1,NVIDIA A10G,501.89,369.6
113,nllb-clip-base-siglip,v1,5.182438373565674,7.978083229064941,0.6545,"[1, 3, 384, 384]","(3, 77)",7673695744,"[1, 768]",2.1.0,12.1,NVIDIA A10G,507.47,472.91
114,nllb-clip-large,v1,14.0627872467041,15.668336200714112,0.6346,"[1, 3, 224, 224]","(3, 77)",7649823744,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1399.22,1468.46
115,nllb-clip-large-siglip,v1,21.577792167663574,15.516566276550293,0.6738,"[1, 3, 384, 384]","(3, 77)",6862796800,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,1195.5,1804.22
116,roberta-ViT-B-32,laion2b_s12b_b32k,6.527625608444214,8.010847997665405,0.6641,"[1, 3, 224, 224]","(3, 77)",11086010368,"[1, 512]",2.1.0,12.1,NVIDIA A10G,212.72,105.87
117,xlm-roberta-base-ViT-B-32,laion5b_s13b_b90k,5.2199742794036865,8.421071815490723,0.6759,"[1, 3, 224, 224]","(3, 77)",2376531968,"[1, 512]",2.1.0,12.1,NVIDIA A10G,366.12,105.87
118,xlm-roberta-large-ViT-H-14,frozen_laion5b_s13b_b90k,14.957712078094483,18.71902732849121,0.7363,"[1, 3, 224, 224]","(3, 77)",6382899200,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1193.01,671.01