Survival Analysis on Synthetic (test)
16.31IBS (Primary)NeuralFG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NeuralFGModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 16.31 | 16.06 | 74.79 | 75.18 | |
| DKAJModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 16.72 | 16.47 | 73.18 | 73.46 | |
| DeepHitModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 17.32 | 17.02 | 72.14 | 72.33 | |
| SurvivalBoostModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 17.34 | 17.12 | 70.62 | 71.2 | |
| DSMModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 17.43 | 17.15 | 72.55 | 72.95 | |
| RSF-CRModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 17.45 | 17.39 | 72.17 | 71.69 | |
| DKAJ + SFTModel selection=best validation IBS, Evaluation protocol=10 random splits, SFT=true2025.12 | 17.77 | 17.29 | 72.72 | 73.1 | |
| Fine-GrayModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 18.51 | 18.27 | 58.23 | 59.17 | |
| cs-CoxModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 18.51 | 18.27 | 58.09 | 59.02 |