Continual Survival Prediction on TCGA Multi-Cancer Cohorts
0.6773Average C-IndexMergeSurv (VEA)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MergeSurv (VEA)2026.07 | 0.6773 | 0.0138 | -0.0097 | |
| Joint training2026.07 | 0.6739 | — | — | |
| MergeSurv (OFA)2026.07 | 0.6693 | 0.0262 | -0.0054 | |
| DERBuffer=32 WSIs2026.07 | 0.663 | 0.0386 | -0.0196 | |
| DER++Buffer=32 WSIs2026.07 | 0.662 | 0.05 | -0.0445 | |
| Naive fine-tuning2026.07 | 0.6618 | 0.0303 | -0.0161 | |
| EWC2026.07 | 0.6596 | 0.0489 | -0.0363 | |
| ERBuffer=32 WSIs2026.07 | 0.6535 | 0.0549 | -0.0468 | |
| LwF2026.07 | 0.6531 | 0.0236 | -0.0123 |