Whole Slide Image Classification on TCGA-BRCA (five-fold cross-validation)
90.43ACCSlideGCD-DTFDMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SlideGCD-DTFDMILProtocol=Five-fold CV, Collaborator=DTFDMIL2024.07 | 90.43 | 91.23 | 85.19 | |
| SlideGCD-TransMILProtocol=Five-fold CV, Collaborator=TransMIL2024.07 | 89.37 | 91.14 | 82.68 | |
| DTFDMILProtocol=Five-fold CV, Mode=Baseline2024.07 | 89.3 | 90.08 | 83.17 | |
| SlideGCD-ABMILProtocol=Five-fold CV, Collaborator=ABMIL2024.07 | 89.04 | 90.22 | 85.53 | |
| ABMILProtocol=Five-fold CV, Mode=Baseline2024.07 | 88.97 | 89.87 | 81.61 | |
| TransMILProtocol=Five-fold CV, Mode=Baseline2024.07 | 88.17 | 90.99 | 82.09 | |
| SlideGCD-PatchGCNProtocol=Five-fold CV, Collaborator=PatchGCN2024.07 | 85.13 | 87.36 | 76.08 | |
| PatchGCNProtocol=Five-fold CV, Mode=Baseline2024.07 | 84.8 | 87.18 | 75.11 |