Slide-level classification on TCGA Lung Cancer dataset
0.9702AUC (Slide)DGMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DGMIL2022.06 | 0.9702 | 92 | |
| DSMILsource=CVPR'212022.06 | 0.9633 | 91.9 | |
| Ab-MILsource=ICML'182022.06 | 0.9488 | 90 | |
| Mean-pooling2022.06 | 0.9369 | 88.57 | |
| RNN-MILsource=Nat. Med.'192022.06 | 0.9107 | 86.19 | |
| Max-pooling2022.06 | 0.9014 | 80.88 |