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Slide-level classification on BRACS (AUC, ACE)
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0.87
AUC
SGPMIL
0.73272
0.76836
0.804
0.83964
Dec 16, 2025
AUC
ACE
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
ACE
SGPMIL
Params (M)=1.21, FLOPs...
2025.12
0.87
0.142
ABMIL
Params (M)=0.660, FLOP...
2025.12
0.852
0.175
CLAM
Params (M)=0.920, FLOP...
2025.12
0.85
0.183
CAPRMIL +Mean
Params (M)=0.314, FLOP...
2025.12
0.85
0.189
BayesMIL
Params (M)=1.32, FLOPs...
2025.12
0.829
0.183
TransMIL
Params (M)=2.67, FLOPs...
2025.12
0.826
0.186
DGRMIL
Params (M)=4.34, FLOPs...
2025.12
0.818
0.186
Mean
Params (M)=0.130, FLOP...
2025.12
0.738
0.223
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