Slide-level classification on BRACS (AUC, ACE)
0.87AUCSGPMIL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SGPMILParams (M)=1.21, FLOPs (G)=2.442025.12 | 0.87 | 0.142 | |
| ABMILParams (M)=0.660, FLOPs (G)=1.312025.12 | 0.852 | 0.175 | |
| CLAMParams (M)=0.920, FLOPs (G)=1.842025.12 | 0.85 | 0.183 | |
| CAPRMIL +MeanParams (M)=0.314, FLOPs (G)=0.6282025.12 | 0.85 | 0.189 | |
| BayesMILParams (M)=1.32, FLOPs (G)=2.632025.12 | 0.829 | 0.183 | |
| TransMILParams (M)=2.67, FLOPs (G)=85.022025.12 | 0.826 | 0.186 | |
| DGRMILParams (M)=4.34, FLOPs (G)=79.882025.12 | 0.818 | 0.186 | |
| MeanParams (M)=0.130, FLOPs (G)=0.2602025.12 | 0.738 | 0.223 |