Prostate Cancer ISUP Grading on PANDA (5-fold CV test)
0.925AUCUNI2-ABMIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UNI2-ABMILMIL pipeline architecture=ABMIL, Foundation model status=frozen, Foundation model backbone=UNI22025.09 | 0.925 | 71.9 | 66.6 | |
| UNI2Mag=20x, Model size=682M2025.09 | 0.925 | 71.9 | 66.6 | |
| e2e-XMAGMIL pipeline architecture=end-to-end, Foundation model status=frozen, Foundation model backbone=XMAG2025.09 | 0.924 | 71.3 | 65.4 | |
| Phikon-ABMILMIL pipeline architecture=ABMIL, Foundation model status=frozen, Foundation model backbone=Phikon2025.09 | 0.923 | 73.1 | 67.4 | |
| PhikonMag=20x, Model size=86M2025.09 | 0.923 | 73.1 | 67.4 | |
| XMAG-ABMILMIL pipeline architecture=ABMIL, Foundation model status=frozen, Foundation model backbone=XMAG2025.09 | 0.91 | 68.8 | 63.2 | |
| XMAGMag=5x, Model size=86M2025.09 | 0.91 | 68.8 | 63.2 |