"('Model', 'family')","('Model', 'model')","('Model', 'tag')","('length_group', 'XS')","('length_group', 'S')","('length_group', 'M')","('length_group', 'L')","('neg_type', 'relation')","('neg_type', 'attribute')","('Avg', 'Avg')"
ALIGN,align-base,coyo700m,60.883668903803134,50.0,50.0,50.0,51.66666666666667,53.7751677852349,52.720917225950785
CLIPS,CLIPS-Large-14-224,recap-datacomp1b,62.12527964205816,50.26041666666667,50.0,50.0,52.916666666666664,53.27618148769575,53.096424077181204
CLIPS,CLIPS-Large-14-336,recap-datacomp1b,59.45190156599553,50.072446741854634,50.0,50.0,51.98934837092732,52.772825782997764,52.38108707696254
CLIPS,CLIPS-Huge-14-224,recap-datacomp1b,60.02982848620432,49.551613408521305,50.0,50.0,50.60045948203843,54.19026146532438,52.395360473681414
DreamLIP,dreamlip-vitb16,cc3m-long,59.05853840417599,50.0,50.0,50.0,52.22222222222222,52.307046979865774,52.264634601043994
DreamLIP,dreamlip-vitb16,cc12m-long,57.004101416853096,50.0,50.0,50.0,51.111111111111114,52.39093959731544,51.751025354213276
DreamLIP,dreamlip-vitb16,yfcc15m-long,57.45525727069351,50.0,50.0,50.0,50.83333333333333,52.89429530201342,51.86381431767337
DreamLIP,dreamlip-vitb16,cc30m-long,63.033184190902304,50.0,50.0,50.0,51.94444444444444,54.57214765100671,53.25829604772558
FLAIR,flair-vitb16,cc3m-recap,64.63646532438479,50.0,50.0,50.0,53.333333333333336,53.98489932885906,53.6591163310962
FLAIR,flair-vitb16,cc12m-recap,62.02647278150634,50.0,50.0,50.0,51.94444444444444,54.06879194630872,53.00661819537658
FLAIR,flair-vitb16,yfcc15m-recap,62.7386278896346,50.0,50.0,50.0,53.05555555555556,53.31375838926175,53.18465697240865
FLAIR,flair-vitb16,cc30m-recap,62.362043251304996,50.0,50.0,50.0,51.94444444444444,54.236577181208055,53.09051081282625
FSC-CLIP,fsc-clip-ViT-B-32,laioncoco-ft,61.176360924683074,50.0,50.0,50.0,52.77777777777778,52.810402684563755,52.79409023117077
FSC-CLIP,fsc-clip-ViT-B-16,laioncoco-ft,59.22632363907532,50.0,50.0,50.0,52.22222222222222,52.39093959731544,52.306580909768826
FSC-CLIP,fsc-clip-ViT-L-14,laioncoco-ft,62.056301267710666,50.0,50.0,50.0,53.888888888888886,52.13926174496645,53.014075316927666
Jina-CLIP,jina-clip-v1,jinaai,63.77703206562267,59.40241228070175,56.93813540990699,59.803921568627445,55.76169719000457,64.19905347242485,59.98037533121472
Jina-CLIP,jina-clip-v2,jinaai,64.94593586875466,64.09480733082707,56.61799697166342,54.064542483660134,57.58474072399318,62.27690060345945,59.93082066372632
LoTLIP,LoTLIP-ViT-B-32,lotlip100m,66.72259507829978,53.81226503759399,50.09057971014492,50.0,54.11967418546366,56.193045727555685,55.156359956509675
LoTLIP,LoTLIP-ViT-B-16,lotlip100m,59.1648023862789,50.68726503759399,49.90942028985507,50.0,50.50856307435255,54.37218078251143,52.440371928431986
LongCLIP,longclip-vitb32,sharegpt4v-1m,51.347874720357936,53.75352443609023,55.00297425913909,50.0,50.0270265215277,55.02516018626593,52.52609335389681
LongCLIP,longclip-vitb16,sharegpt4v-1m,53.57568978374348,55.200501253132835,53.505299589011464,50.0,50.01111298145862,56.12963233148526,53.07037265647194
LongCLIP,longclip-vitl14,sharegpt4v-1m,59.55070842654736,60.68785244360902,56.06992212848799,50.0,57.519700993777974,55.63454050554421,56.57712074966109
LongCLIP,longclip-vitl14_336px,sharegpt4v-1m,57.87285607755406,59.41513941102757,53.89033095392602,50.0,56.733313382959885,53.855849838293935,55.294581610626906
OpenCLIP,roberta-ViT-B-32,laion2b_s12b_b32k,66.3758389261745,50.0,50.0,50.0,55.0,53.18791946308725,54.09395973154362
OpenCLIP,coca_ViT-B-32,laion2b_s13b_b90k,65.15473527218494,50.0,50.0,50.0,54.30555555555556,53.27181208053691,53.78868381804624
OpenCLIP,coca_ViT-L-14,laion2b_s13b_b90k,60.4269202087994,50.0,50.0,50.0,52.361111111111114,52.85234899328859,52.60673005219985
OpenCLIP,ViT-H-14,laion2b_s32b_b79k,66.69090231170767,50.0,50.0,50.0,54.44444444444444,53.901006711409394,54.17272557792692
OpenCLIP,ViT-L-14,laion2b_s32b_b82k,61.00857568978375,50.0,50.0,50.0,52.77777777777778,52.72651006711409,52.75214392244594
OpenCLIP,ViT-B-32,laion2b_s34b_b79k,61.23974645786726,50.0,50.0,50.0,52.22222222222222,53.39765100671141,52.809936614466814
OpenCLIP,ViT-B-16,laion2b_s34b_b88k,61.11297539149888,50.0,50.0,50.0,53.333333333333336,52.22315436241611,52.77824384787472
OpenCLIP,ViT-g-14,laion2b_s34b_b88k,61.00857568978375,50.0,50.0,50.0,52.77777777777778,52.72651006711409,52.75214392244594
OpenCLIP,ViT-B-16,openai,60.169649515287105,50.0,50.0,50.0,52.77777777777778,52.307046979865774,52.54241237882177
OpenCLIP,ViT-B-32,openai,60.89299030574199,50.0,50.0,50.0,53.05555555555556,52.39093959731544,52.7232475764355
OpenCLIP,ViT-L-14,openai,58.555182699478,50.0,50.0,50.0,52.22222222222222,52.055369127516784,52.1387956748695
OpenCLIP,ViT-L-14-336,openai,60.84079045488442,50.0,50.0,50.0,52.77777777777778,52.64261744966443,52.71019761372111
OpenCLIP,ViT-B-16-SigLIP,webli,55.36912751677852,50.0,50.0,50.0,50.0,52.68456375838926,51.34228187919463
OpenCLIP,ViT-B-16-SigLIP-384,webli,55.20134228187919,50.0,50.0,50.0,50.0,52.600671140939596,51.3003355704698
OpenCLIP,ViT-L-16-SigLIP-256,webli,57.42356450410142,50.0,50.0,50.0,51.111111111111114,52.600671140939596,51.855891126025355
OpenCLIP,ViT-L-16-SigLIP-384,webli,56.31245339299031,50.0,50.0,50.0,50.55555555555556,52.600671140939596,51.57811334824758
OpenCLIP,ViT-SO400M-14-SigLIP,webli,50.0,50.0,50.0,50.0,50.0,50.0,50.0
Recap-CLIP,ViT-L-16-HTxt-Recap-CLIP,recap-datacomp1b,61.87919463087248,55.31602443609023,50.09057971014492,50.0,53.204887218045116,55.438012170508706,54.321449694276914
StructuredCLIP,NegCLIP-ViT-B-32,coco-ft,64.66629381058911,50.0,50.0,50.0,55.27777777777778,52.055369127516784,53.66657345264728
StructuredCLIP,CE-CLIP-ViT-B-32,coco-ft,65.06524981357197,50.0,50.0,50.0,54.72222222222222,52.810402684563755,53.76631245339299
StructuredCLIP,DAC-LLM-ViT-B-32,cc3m-ft,64.72967934377331,50.0,50.0,50.0,54.72222222222222,52.64261744966443,53.68241983594333
StructuredCLIP,DAC-SAM-ViT-B-32,cc3m-ft,58.76398210290827,50.0,50.0,50.0,53.333333333333336,51.04865771812081,52.19099552572707