Cancer Typing on TCGA-KIDNEY (4-fold cross-validation)
97.08AccuracyWiKG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WiKGvalidation=4-fold cross-validation, Encoder=ViT Small, Pretrained=ImageNet2024.03 | 97.08 | 99.65 | 97.08 | |
| CLAM-MBvalidation=4-fold cross-validation2024.03 | 96.92 | 99.55 | 96.91 | |
| HIPTvalidation=4-fold cross-validation2024.03 | 96.84 | 99.48 | 96.83 | |
| CLAM-SBvalidation=4-fold cross-validation2024.03 | 96.68 | 99.49 | 96.67 | |
| Patch-GCNvalidation=4-fold cross-validation2024.03 | 96.68 | 99.53 | 96.67 | |
| DTFD-MILvalidation=4-fold cross-validation2024.03 | 96.27 | 99.41 | 96.26 | |
| DSMILvalidation=4-fold cross-validation2024.03 | 96.19 | 99.28 | 96.17 | |
| TransMILvalidation=4-fold cross-validation2024.03 | 95.38 | 99.22 | 95.36 | |
| ABMILvalidation=4-fold cross-validation2024.03 | 94.97 | 98.69 | 94.98 | |
| GTPvalidation=4-fold cross-validation2024.03 | 83.54 | 93.71 | 82.76 |