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Benchmarks
Tissue Subtype Classification on BRCA TYPE OOD (test)
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0.933
AUC
HyperPath
0.89556
0.90528
0.915
0.92472
Jun 19, 2025
AUC
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
F1 Score
HyperPath
Feature Extractor=CONC...
2025.06
0.933
0.696
HIT
Feature Extractor=CONC...
2025.06
0.922
0.679
TransMIL
Feature Extractor=CONC...
2025.06
0.914
0.667
HIPT
Feature Extractor=CONC...
2025.06
0.914
0.661
CLAM-SB
Feature Extractor=CONC...
2025.06
0.911
0.695
DTFD-MIL
Feature Extractor=CONC...
2025.06
0.904
0.634
ABMIL
Feature Extractor=CONC...
2025.06
0.898
0.653
ACMIL
Feature Extractor=CONC...
2025.06
0.897
0.645
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