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Benchmarks
Tissue Subtype Classification on NSCLC TYPE OOD (test)
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0.957
AUC
HyperPath
0.93724
0.94237
0.9475
0.95263
Jun 19, 2025
AUC
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
F1 Score
HyperPath
Feature Extractor=CONC...
2025.06
0.957
88.3
HIPT
Feature Extractor=CONC...
2025.06
0.948
86.7
CLAM-SB
Feature Extractor=CONC...
2025.06
0.947
87.4
DTFD-MIL
Feature Extractor=CONC...
2025.06
0.947
87.1
ACMIL
Feature Extractor=CONC...
2025.06
0.944
86.3
ABMIL
Feature Extractor=CONC...
2025.06
0.94
86.6
TransMIL
Feature Extractor=CONC...
2025.06
0.938
85.7
HIT
Feature Extractor=CONC...
2025.06
0.938
86.4
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