Survival Prediction on NLST-LUAD (external val)
0.662C-indexSAEFS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAEFSSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.662 | 0.278 | 0.709 | |
| OTSurvSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.644 | 0.523 | 1.307 | |
| ILRASetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.596 | 0.865 | 5.745 | |
| ACMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.559 | 0.793 | 2.577 | |
| ABMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.535 | 0.706 | 2.112 | |
| DSMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.534 | 0.525 | 1.308 | |
| UMSASetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.53 | 0.688 | 2.02 | |
| TransMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.516 | 0.908 | 4.728 | |
| BayesMILSetting=Unimodal, Evaluation=Zero-shot, Source Dataset=TCGA2026.06 | 0.503 | 0.581 | 1.484 |