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Prostate Cancer Grading on PANDA
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0.963
AUC
Proposed (Graph Laplacian Transformer)
0.59068
0.68734
0.784
0.88066
Dec 11, 2025
AUC
CK
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
CK
Proposed (Graph Laplacian Transformer)
2025.12
0.963
0.936
SMAHM
2025.12
0.958
0.913
HEAT
2025.12
0.946
0.909
MaskHIT
2025.12
0.922
0.901
DASMIL
2025.12
0.897
0.846
MST
2025.12
0.895
0.851
WSDMPC
2025.12
0.86
0.806
ABMIL
2025.12
0.631
0.605
TranMIL
2025.12
0.605
0.58
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