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Prostate Cancer ISUP Grading on PANDA (5-fold CV test)
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0.925
AUC
UNI2-ABMIL
0.9094
0.91345
0.9175
0.92155
Sep 27, 2025
AUC
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
Accuracy
F1 Score
UNI2-ABMIL
MIL pipeline architect...
2025.09
0.925
71.9
66.6
UNI2
Mag=20x, Model size=682M
2025.09
0.925
71.9
66.6
e2e-XMAG
MIL pipeline architect...
2025.09
0.924
71.3
65.4
Phikon-ABMIL
MIL pipeline architect...
2025.09
0.923
73.1
67.4
Phikon
Mag=20x, Model size=86M
2025.09
0.923
73.1
67.4
XMAG-ABMIL
MIL pipeline architect...
2025.09
0.91
68.8
63.2
XMAG
Mag=5x, Model size=86M
2025.09
0.91
68.8
63.2
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