Cancer typing on TCGA-LUNG (4-fold cross-validation)
84.02AccuracyWiKG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WiKGvalidation=4-fold cross-validation, Encoder=ViT Small, Pretrained=ImageNet2024.03 | 84.02 | 90.78 | 83.93 | |
| CLAM-SBvalidation=4-fold cross-validation2024.03 | 82.89 | 89.25 | 82.86 | |
| DTFD-MILvalidation=4-fold cross-validation2024.03 | 82.41 | 88.7 | 82.37 | |
| DSMILvalidation=4-fold cross-validation2024.03 | 81.8 | 88.3 | 81.78 | |
| CLAM-MBvalidation=4-fold cross-validation2024.03 | 80.81 | 88.66 | 80.77 | |
| ABMILvalidation=4-fold cross-validation2024.03 | 80.67 | 84.8 | 80.35 | |
| HIPTvalidation=4-fold cross-validation2024.03 | 80.39 | 86.91 | 80.35 | |
| Patch-GCNvalidation=4-fold cross-validation2024.03 | 79.72 | 87.83 | 79.88 | |
| TransMILvalidation=4-fold cross-validation2024.03 | 78.31 | 85.89 | 78.03 | |
| GTPvalidation=4-fold cross-validation2024.03 | 78.07 | 84.01 | 77.98 |