Zero-shot Image Classification on DataComp Medium scale 128M sample pool
32.3Average Accuracy (38 Datasets)CLIP Score \ Mimic Score Bottom 5%
Evaluation results
| Method | Links | |
|---|---|---|
| CLIP Score \ Mimic Score Bottom 5%Scale=Medium, Filtering Strategy=CLIP Score \ Mimic Score Bottom 5%, Training Dataset Size=28.1M (1.9M ↓)2025.01 | 32.3 | |
| CLIP Score \ Mimic Score Bottom 10%Scale=Medium, Filtering Strategy=CLIP Score \ Mimic Score Bottom 10%, Training Dataset Size=27.7M (2.3M ↓)2025.01 | 32.3 | |
| CLIP Score \ Mimic Score Bottom 30%Scale=Medium, Filtering Strategy=CLIP Score \ Mimic Score Bottom 30%, Training Dataset Size=25.3M (4.7M ↓)2025.01 | 32.2 | |
| CLIP Score (B/32 Top 30%)Scale=Medium, Filtering Strategy=CLIP Score (B/32 Top 30%), Training Dataset Size=30M2025.01 | 32.1 | |
| No FilteringScale=Medium, Filtering Strategy=No Filtering, Training Dataset Size=101.9M2025.01 | 25.4 |