Cross-modal retrieval on AICS (unseen)
54.7Accuracy@1HASSL (ours)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HASSL (ours)variant=full2026.07 | 54.7 | 54.7 | 77.5 | 49.5 | 85.7 | 47.9 | 92.2 | 46.6 | 59.7 | |
| HASSLvariant=w/o HDBSCAN2026.07 | 53.8 | 53.8 | 75.1 | 48.7 | 83.7 | 47.2 | 91.5 | 45.9 | 59.4 | |
| HASSLvariant=w/o DT2026.07 | 52.9 | 52.9 | 75.3 | 48.6 | 84.1 | 47.7 | 91.5 | 46.1 | 59.5 | |
| DINOv3 Baseline2026.07 | 43.7 | 43.7 | 58 | 42.8 | 66.5 | 42.6 | 77.6 | 42.6 | 50.2 | |
| scDINO2026.07 | 37.2 | 37.2 | 50 | 37.2 | 70.1 | 37.1 | 86.8 | 37.2 | 47.1 | |
| OpenPhenom2026.07 | 35.5 | 35.5 | 45.4 | 34 | 46.9 | 33.9 | 49.6 | 34 | 40.1 |