Prostate Cancer Grading on PANDA

0.963AUCProposed (Graph Laplacian Transformer)

Evaluation results

Method
Proposed (Graph Laplacian Transformer)2025.12	0.963	0.936
SMAHM2025.12	0.958	0.913
HEAT2025.12	0.946	0.909
MaskHIT2025.12	0.922	0.901
DASMIL2025.12	0.897	0.846
MST2025.12	0.895	0.851
WSDMPC2025.12	0.86	0.806
ABMIL2025.12	0.631	0.605
TranMIL2025.12	0.605	0.58