Multi-class classification on HPA (5 folds)
54.8AccuracyCellpaint-DINO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Cellpaint-DINOEmbedding status=frozen2026.07 | 54.8 | 53.5 | 54.8 | |
| HASSLEmbedding status=frozen2026.07 | 54.2 | 52.7 | 54.2 | |
| HASSL (w/o HDBSCAN)Embedding status=frozen2026.07 | 53.9 | 52.2 | 53.9 | |
| Baseline DINOv3Embedding status=frozen2026.07 | 51.5 | 50 | 51.5 | |
| HASSL (w/o DT)Embedding status=frozen2026.07 | 50.1 | 48.4 | 50 | |
| HCSCEmbedding status=frozen2026.07 | 39.6 | 38 | 39.5 | |
| scDINOEmbedding status=frozen2026.07 | 39.5 | 37.4 | 39.3 | |
| ChadaViTEmbedding status=frozen2026.07 | 35.7 | 34.3 | 35.6 | |
| OpenPhenomEmbedding status=frozen2026.07 | 33.4 | 31.5 | 32.9 |