Survival Analysis on Framingham (test)
0.0814IBS Primarycs-Cox
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| cs-CoxModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 0.0814 | 0.0566 | 0.7753 | 0.716 | |
| cs-Cox2025.12 | 0.0814 | 0.0566 | 0.7753 | 0.716 | |
| RSF-CRModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 0.0815 | 0.0573 | 0.7691 | 0.6924 | |
| RSF-CR2025.12 | 0.0818 | 0.0574 | 0.772 | 0.6982 | |
| Fine-GrayModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 0.0819 | 0.0566 | 0.7733 | 0.7144 | |
| Fine-Gray2025.12 | 0.0819 | 0.0566 | 0.7733 | 0.7144 | |
| SurvivalBoostModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 0.0824 | 0.0573 | 0.764 | 0.6975 | |
| SurvivalBoost2025.12 | 0.083 | 0.0571 | 0.7645 | 0.7031 | |
| DKAJModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 0.0844 | 0.0578 | 0.7613 | 0.687 | |
| DSMModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 0.0847 | 0.061 | 0.7657 | 0.7119 | |
| DKAJ + SFTModel selection=best validation IBS, Evaluation protocol=10 random splits, SFT=true2025.12 | 0.0853 | 0.0579 | 0.7629 | 0.6882 | |
| NeuralFGModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 0.088 | 0.0624 | 0.706 | 0.5164 | |
| DSM2025.12 | 0.089 | 0.0689 | 0.7664 | 0.7095 | |
| DKAJSFT=false2025.12 | 0.0899 | 0.0579 | 0.7677 | 0.7076 | |
| DKAJSFT=true2025.12 | 0.0928 | 0.0588 | 0.7681 | 0.7088 | |
| DeepHitModel selection=best validation IBS, Evaluation protocol=10 random splits2025.12 | 0.0941 | 0.0645 | 0.7099 | 0.6464 | |
| NeuralFG2025.12 | 0.0992 | 0.0628 | 0.6833 | 0.6978 | |
| DeepHit2025.12 | 0.1168 | 0.088 | 0.7423 | 0.6957 |