Data Membership Prediction on DataComp
27.1Jaccard SimilarityMimic Score Selection
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Mimic Score SelectionFiltering Strategy=DataComp’23 Top-ranked2025.01 | 27.1 | 42.6 | |
| Mimic Score SelectionFiltering Strategy=CLIP-ViT L/14 Top 30%2025.01 | 23.6 | 38.2 | |
| Mimic Score SelectionFiltering Strategy=CLIP-ViT B/32 Top 30%2025.01 | 23.2 | 37.6 | |
| Random SelectionFiltering Strategy=DataComp’23 Top-ranked2025.01 | 16.6 | 28.4 | |
| Random SelectionFiltering Strategy=CLIP-ViT L/14 Top 30%2025.01 | 15 | 26 | |
| Random SelectionFiltering Strategy=CLIP-ViT B/32 Top 30%2025.01 | 14.9 | 25.8 |