Slide-level classification on TCGA-NSCLC
0.979AUCMean
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MeanParams (M)=0.130, FLOPs (G)=0.2602025.12 | 0.979 | 0.041 | |
| CAPRMIL +MeanParams (M)=0.314, FLOPs (G)=0.6282025.12 | 0.978 | 0.033 | |
| DGRMILParams (M)=4.34, FLOPs (G)=79.882025.12 | 0.974 | 0.038 | |
| ABMILParams (M)=0.660, FLOPs (G)=1.312025.12 | 0.973 | 0.039 | |
| BayesMILParams (M)=1.32, FLOPs (G)=2.632025.12 | 0.973 | 0.033 | |
| SGPMILParams (M)=1.21, FLOPs (G)=2.442025.12 | 0.973 | 0.047 | |
| TransMILParams (M)=2.67, FLOPs (G)=85.022025.12 | 0.97 | 0.046 | |
| CLAMParams (M)=0.920, FLOPs (G)=1.842025.12 | 0.953 | 0.056 |