Cancer Typing on TCGA-ESCA (4-fold cross-validation)
90.37AccuracyWiKG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WiKGvalidation=4-fold cross-validation, Encoder=ViT Small, Pretrained=ImageNet2024.03 | 90.37 | 95.23 | 90.4 | |
| HIPTvalidation=4-fold cross-validation2024.03 | 89.24 | 93.79 | 89.27 | |
| DTFD-MILvalidation=4-fold cross-validation2024.03 | 88.81 | 93.79 | 88.88 | |
| Patch-GCNvalidation=4-fold cross-validation2024.03 | 88.3 | 93.98 | 88.37 | |
| CLAM-SBvalidation=4-fold cross-validation2024.03 | 88.27 | 93.56 | 88.28 | |
| CLAM-MBvalidation=4-fold cross-validation2024.03 | 87.21 | 92.83 | 87.27 | |
| DSMILvalidation=4-fold cross-validation2024.03 | 87.2 | 91.91 | 87.25 | |
| TransMILvalidation=4-fold cross-validation2024.03 | 86.7 | 92.85 | 86.81 | |
| ABMILvalidation=4-fold cross-validation2024.03 | 85.61 | 90.74 | 85.7 | |
| GTPvalidation=4-fold cross-validation2024.03 | 78.03 | 84.61 | 77.76 |