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Benchmarks
Bag-level whole-scan classification on Semi-Synthetic (test)
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0.81
AUROC
Best-in-Class Ceiling
0.61656
0.66678
0.717
0.76722
May 26, 2026
AUROC
Updated 7d ago
Evaluation Results
Method
Method
Links
AUROC
Best-in-Class Ceiling
2026.05
0.81
Smooth Operator
Base Model=ABMIL
2026.05
0.771
Smooth Operator
Base Model=TransMIL
2026.05
0.768
Multi-Head Normal Guidance
Base Model=TransMIL
2026.05
0.766
TransMIL
2026.05
0.763
Mean pooling
2026.05
0.752
ABMIL
2026.05
0.751
Normal Guidance
Base Model=ABMIL
2026.05
0.751
Max pooling
2026.05
0.624
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