Whole Slide Image Classification on TCGA-NSCLC (five-fold cross-validation)
0.8983AccuracySlideGCD-DTFDMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SlideGCD-DTFDMILProtocol=Five-fold CV, Collaborator=DTFDMIL2024.07 | 0.8983 | 0.9636 | 0.8982 | |
| SlideGCD-ABMILProtocol=Five-fold CV, Collaborator=ABMIL2024.07 | 0.8957 | 0.9568 | 0.8956 | |
| SlideGCD-PatchGCNProtocol=Five-fold CV, Collaborator=PatchGCN2024.07 | 0.8829 | 0.9521 | 0.8826 | |
| ABMILProtocol=Five-fold CV, Mode=Baseline2024.07 | 0.8696 | 0.9514 | 0.8689 | |
| SlideGCD-TransMILProtocol=Five-fold CV, Collaborator=TransMIL2024.07 | 0.8682 | 0.9559 | 0.8678 | |
| PatchGCNProtocol=Five-fold CV, Mode=Baseline2024.07 | 0.8662 | 0.9481 | 0.8659 | |
| DTFDMILProtocol=Five-fold CV, Mode=Baseline2024.07 | 0.8642 | 0.9559 | 0.864 | |
| TransMILProtocol=Five-fold CV, Mode=Baseline2024.07 | 0.8582 | 0.9482 | 0.8577 |