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Bag-level classification on NCT-CRC 50% positive patch ratio
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100
AUC
ABMIL
74.8528
81.3814
87.91
94.4386
May 29, 2025
AUC
Updated 1mo ago
Evaluation Results
Method
Method
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AUC
ABMIL
Model Category=Attenti...
2025.05
100
Gated-ABMIL
Model Category=Attenti...
2025.05
100
CLAM
Model Category=Attenti...
2025.05
100
TransMIL
Model Category=Transfo...
2025.05
100
IBMIL
Model Category=Transfo...
2025.05
100
DSAGL
Model Category=Transfo...
2025.05
100
R^2T-MIL
Model Category=Transfo...
2025.05
99.8
RNN-MIL
Model Category=Classic...
2025.05
99.15
MI-Net
Model Category=Classic...
2025.05
75.82
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