Zero-shot Image Classification on DataComp Small scale 12.8M sample pool
16.5Average Accuracy (Zero-shot)CLIP Score (B/32 Top 30%)
Evaluation results
| Method | Links | |
|---|---|---|
| CLIP Score (B/32 Top 30%)Scale=Small, Filtering Strategy=CLIP Score (B/32 Top 30%), Training Dataset Size=3M2025.01 | 16.5 | |
| CLIP Score \ Mimic Score Bottom 20%Scale=Small, Filtering Strategy=CLIP Score \ Mimic Score Bottom 20%, Training Dataset Size=2.6M (0.4M ↓)2025.01 | 16.4 | |
| CLIP Score \ Mimic Score Bottom 15%Scale=Small, Filtering Strategy=CLIP Score \ Mimic Score Bottom 15%, Training Dataset Size=2.7M (0.3M ↓)2025.01 | 16.3 | |
| No FilteringScale=Small, Filtering Strategy=No Filtering, Training Dataset Size=10.7M2025.01 | 13.1 |