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ResearchFormerly WizWand

Instance-level classification on NCT-CRC

0.9898AUCDSAGL
0.5255440.6460720.76660.887128May 29, 2025
Updated 4mo ago

Evaluation results

MethodLinks
DSAGLPositive patch ratio=70%2025.050.9898
DSAGLPositive patch ratio=50%2025.050.9737
DSAGLPositive patch ratio=10%2025.050.9714
DSAGLPositive patch ratio=20%2025.050.952
R2T-MILPositive patch ratio=20%2025.050.8702
IBMILPositive patch ratio=20%2025.050.8524
TransMILPositive patch ratio=20%2025.050.8512
CLAMPositive patch ratio=20%2025.050.8507
R2T-MILPositive patch ratio=10%2025.050.8224
IBMILPositive patch ratio=70%2025.050.8194
R2T-MILPositive patch ratio=70%2025.050.8006
R2T-MILPositive patch ratio=50%2025.050.7638
IBMILPositive patch ratio=10%2025.050.7515
IBMILPositive patch ratio=50%2025.050.7506
Gated-ABMILPositive patch ratio=70%2025.050.7209
TransMILPositive patch ratio=10%2025.050.6996
MI-NetPositive patch ratio=50%2025.050.6978
MI-NetPositive patch ratio=20%2025.050.6933
MI-NetPositive patch ratio=70%2025.050.6881
Gated-ABMILPositive patch ratio=50%2025.050.6812
Gated-ABMILPositive patch ratio=10%2025.050.6736
TransMILPositive patch ratio=70%2025.050.6705
MI-NetPositive patch ratio=10%2025.050.6631
ABMILPositive patch ratio=10%2025.050.6604
ABMILPositive patch ratio=70%2025.050.653
CLAMPositive patch ratio=10%2025.050.6508
CLAMPositive patch ratio=70%2025.050.6429
ABMILPositive patch ratio=20%2025.050.6407
ABMILPositive patch ratio=50%2025.050.6391
RNN-MILPositive patch ratio=70%2025.050.6317
Gated-ABMILPositive patch ratio=20%2025.050.6316
RNN-MILPositive patch ratio=50%2025.050.6226
RNN-MILPositive patch ratio=20%2025.050.6217
RNN-MILPositive patch ratio=10%2025.050.6131
TransMILPositive patch ratio=50%2025.050.6026
CLAMPositive patch ratio=50%2025.050.5434