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ResearchFormerly WizWand

Prostate Cancer ISUP Grading on PANDA (5-fold CV test)

0.925AUCUNI2-ABMIL
0.90940.913450.91750.92155Sep 27, 2025
Updated 7mo ago

Evaluation results

MethodLinks
UNI2-ABMILMIL pipeline architecture=ABMIL, Foundation model status=frozen, Foundation model backbone=UNI22025.090.92571.966.6
UNI2Mag=20x, Model size=682M2025.090.92571.966.6
e2e-XMAGMIL pipeline architecture=end-to-end, Foundation model status=frozen, Foundation model backbone=XMAG2025.090.92471.365.4
Phikon-ABMILMIL pipeline architecture=ABMIL, Foundation model status=frozen, Foundation model backbone=Phikon2025.090.92373.167.4
PhikonMag=20x, Model size=86M2025.090.92373.167.4
XMAG-ABMILMIL pipeline architecture=ABMIL, Foundation model status=frozen, Foundation model backbone=XMAG2025.090.9168.863.2
XMAGMag=5x, Model size=86M2025.090.9168.863.2