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Benchmarks
Bag-level whole-scan classification on Abdomen CT (test)
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0.776
AUROC
Best-in-Class Ceiling
0.61896
0.65973
0.7005
0.74127
May 26, 2026
AUROC
Updated 7d ago
Evaluation Results
Method
Method
Links
AUROC
Best-in-Class Ceiling
2026.05
0.776
TransMIL
2026.05
0.684
Multi-Head Normal Guidance
Base Model=TransMIL
2026.05
0.677
Smooth Operator
Base Model=TransMIL
2026.05
0.664
Normal Guidance
Base Model=ABMIL
2026.05
0.651
Smooth Operator
Base Model=ABMIL
2026.05
0.648
Max pooling
2026.05
0.643
ABMIL
2026.05
0.639
Mean pooling
2026.05
0.625
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