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Bag-level classification on NCT-CRC 10% positive patch ratio
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100
AUC
IBMIL
70.2768
77.9934
85.71
93.4266
May 29, 2025
AUC
Updated 1mo ago
Evaluation Results
Method
Method
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AUC
IBMIL
Model Category=Transfo...
2025.05
100
R^2T-MIL
Model Category=Transfo...
2025.05
100
DSAGL
Model Category=Transfo...
2025.05
100
CLAM
Model Category=Attenti...
2025.05
98.11
TransMIL
Model Category=Transfo...
2025.05
97.05
Gated-ABMIL
Model Category=Attenti...
2025.05
94.88
RNN-MIL
Model Category=Classic...
2025.05
81.83
ABMIL
Model Category=Attenti...
2025.05
73.89
MI-Net
Model Category=Classic...
2025.05
71.42
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