| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Survival Prediction | TCGA-COADREAD | C-index72.5 | 87 | |
| Tumor stage classification | TCGA-COADREAD | Accuracy33.5 | 5 | |
| Image Generation | TCGA-COADREAD 20x patches (256x256) | FID7.68 | 5 | |
| Image Reconstruction | TCGA-COADREAD 20x patches (256x256) | FID2.58 | 5 | |
| MSI Status Classification | TCGA-COADREAD (external independent dataset) | Score (MSI-H)0.719 | 5 |