Slide-level classification on CAMELYON16 held-out (test)
99.3AUCVirchow2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Virchow2Method Category=Single PFMs2026.06 | 99.3 | 96.3 | |
| Late Fusion (homog)Method Category=Fusion Methods, PFM Usage=highest test F1 PFM2026.06 | 99.3 | 95.8 | |
| MC DropoutMethod Category=Single PFMs, PFM Usage=highest test F1 PFM2026.06 | 99.1 | 95.2 | |
| UNI2-hMethod Category=Single PFMs2026.06 | 98.7 | 95.7 | |
| DICEPFM Usage=all five PFMs2026.06 | 98.7 | 96.4 | |
| DICE (w/o reg)PFM Usage=all five PFMs2026.06 | 98.5 | 96.2 | |
| Late Fusion (heterog)Method Category=Fusion Methods, PFM Usage=all five PFMs2026.06 | 98.3 | 96.2 | |
| Early FusionMethod Category=Fusion Methods2026.06 | 98.1 | 95.7 | |
| H-optimus-1Method Category=Single PFMs2026.06 | 97.9 | 94.4 | |
| Hibou-LMethod Category=Single PFMs2026.06 | 96.2 | 92.4 | |
| CONCHv1.5Method Category=Single PFMs2026.06 | 96.1 | 94.5 |