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Benchmarks
Diagnostic Classification on BRCA-Subtyping
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95.3
AUC
MambaMIL+
78.348
82.749
87.15
91.551
Dec 19, 2025
AUC
ACC
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
ACC
F1 Score
MambaMIL+
Backbone=CONCH
2025.12
95.3
90
89
MeanMIL
Backbone=CONCH
2025.12
94.1
81
83.9
MambaMIL+
Backbone=ResNet-50
2025.12
90
80.5
81.8
MambaMIL+
Backbone=PLIP
2025.12
88.7
79.8
78.8
MeanMIL
Backbone=PLIP
2025.12
87.8
74.2
75.5
MeanMIL
Backbone=ResNet-50
2025.12
79
62.6
64.2
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