Model Type
Select Models
CLIP-ViT-S/32
CLIP-ViT-B/32
Data Pool Size
Select Pool Sizes
256M
512M
1024M
Curation Type
Select Curations
Classification
Retrieval
Evaluation
Avg All
Avg Classification (All)
Avg Object Classification
Avg Scene Classification
Avg Retrieval (MSCOCO, Flickr, SugarCrepe)
Retrieval Average Recall (MSCOCO, Flickr)
SugarCrepe
Avg OCR
CIFAR-10
CIFAR-100
CLEVR Counts*
CLEVR Distance*
Caltech-101
Camelyon17*
Country211
Describable Textures
Dollar Street
EuroSAT
FGVC Aircraft
FMoW*
Flickr
Food-101
GTSRB
GeoDE
ImageNet 1k
ImageNet Distribution Shifts
ImageNet Sketch
ImageNet v2
ImageNet-A
ImageNet-O
ImageNet-R
KITTI Vehicle Distance*
MNIST
MSCOCO
Noisy
ObjectNet
Oxford Flowers-102
Oxford-IIIT Pet
Pascal VOC 2007
PatchCamelyon*
RESISC45
Rendered SST2*
STL-10
SUN397
SVHN
Stanford Cars
SugarCrepe Add Att
SugarCrepe Add Obj
SugarCrepe Replace Att
SugarCrepe Replace Obj
SugarCrepe Replace Rel
SugarCrepe Swap Att
SugarCrepe Swap Obj
VTAB
WinoGAViL
iWildCam
X-Axis
Number of Samples
FLOPS
Hover Type
Iso-Compute (x-axis)
Iso-Accuracy (y-axis)