Survival Prediction on SurvSet 22 datasets average across all
0.941C-IndexDeepSurv
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeepSurv2026.06 | 0.941 | 0.741 | 0.595 | |
| SurvPFNTraining configuration=[N], Ablation=true2026.06 | 0.777 | 0.973 | 0.877 | |
| SurvPFNTraining configuration=[O], Ablation=false2026.06 | 0.75 | 0.605 | 0.691 | |
| RSF2026.06 | 0.718 | 0.573 | 0.577 | |
| SurvPFNTraining configuration=[NR], Ablation=true2026.06 | 0.682 | 0.927 | 0.85 | |
| SurvPFNTraining configuration=[O], Ablation=true2026.06 | 0.68 | 0.864 | 0.868 | |
| SurvPFNTraining configuration=[OR], Ablation=true2026.06 | 0.666 | 0.759 | 0.732 | |
| SurvPFNTraining configuration=[NR], Ablation=false2026.06 | 0.577 | 0.4 | 0.409 | |
| BinSurv [MITRA]2026.06 | 0.573 | 0.727 | 0.686 | |
| Cox PH2026.06 | 0.527 | 0.377 | 0.405 | |
| SurvPFNTraining configuration=[N], Ablation=false2026.06 | 0.484 | 0.409 | 0.568 | |
| SurvPFNTraining configuration=[OR], Ablation=false2026.06 | 0.425 | 0.445 | 0.541 |