Survival Prediction on CPTAC-LUAD (external val)
0.663C-indexSAEFS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAEFSSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.663 | 0.376 | 0.91 | |
| OTSurvSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.529 | 0.57 | 1.432 | |
| ILRASetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.519 | 0.974 | 6.553 | |
| TransMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.5 | 0.946 | 5.081 | |
| DSMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.469 | 0.613 | 1.575 | |
| ABMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.464 | 0.702 | 1.962 | |
| UMSASetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.435 | 0.709 | 1.979 | |
| ACMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.405 | 0.679 | 1.895 | |
| BayesMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.402 | 0.619 | 1.578 |