Demystifying CLIP Data

Benchmark Model Rank Results
zero-shot-transfer-image-classification-on-fgvc-aircraftMetaCLIP ViT-bigG/14#1Accuracy: 52.7
zero-shot-image-classification-on-imagenet-oMetaCLIP ViT-B/32 (2.5B data)#2Accuracy: 48.3
zero-shot-transfer-image-classification-on-caltech-101MetaCLIP ViT-bigG/14#2Accuracy: 95.7
zero-shot-transfer-image-classification-on-sunMetaCLIP ViT-bigG/14#3Accuracy: 75.1
zero-shot-transfer-image-classification-on-imagenet-sketchMetaCLIP ViT-bigG/14#5Accuracy (Private): 72.8
zero-shot-transfer-image-classification-on-food-101MetaCLIP ViT-bigG/14#6Top 1 Accuracy: 94.8
zero-shot-transfer-image-classification-on-imagenet-rMetaCLIP ViT-bigG/14#7Accuracy: 94.1
zero-shot-transfer-image-classification-on-imagenet-aMetaCLIP ViT-bigG/14#9Accuracy (Private): 78.4
image-classification-on-objectnetMetaCLIP ViT-bigG/14#12Top-1 Accuracy: 77.2
image-classification-on-imagenet-v2MetaCLIP ViT-bigG/14#29Top 1 Accuracy: 76.0