Multi-class classification on AICS Perturbation Dataset (5-fold cross-val)
45.6AccuracyHASSL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HASSLmode=full2026.07 | 45.6 | 48.8 | 43.6 | |
| Baseline DINOv32026.07 | 44.9 | 47.6 | 42.8 | |
| HASSLDT (Decision Tree)=false2026.07 | 44.8 | 46.5 | 42.9 | |
| HASSLHDBSCAN=false2026.07 | 44.6 | 47.8 | 42.6 | |
| Cellpaint-DINO2026.07 | 43.4 | 49.4 | 41.4 | |
| ChadaViT2026.07 | 42.6 | 46.1 | 40.6 | |
| HCSC2026.07 | 41.9 | 43.1 | 41.9 | |
| scDINO2026.07 | 37.6 | 37.7 | 34.4 | |
| OpenPhenom2026.07 | 34.7 | 28.6 | 31.7 |