Survival prediction on SUPPORT
66.9C-index (%)LITT w/o Ind
Evaluation results
| Method | Links | |
|---|---|---|
| LITT w/o IndSurvival probability threshold=50%, Time-scaling coefficients (gamma)=Inactive2026.02 | 66.9 | |
| SurvTraceSurvival probability threshold=50%2026.02 | 64.9 | |
| RSFSurvival probability threshold=50%2026.02 | 63.9 | |
| DSMSurvival probability threshold=50%2026.02 | 63.7 | |
| DeepHit2023.03 | 63.2 | |
| DeepHitSurvival probability threshold=50%2026.02 | 63 | |
| NFM-FN2023.03 | 62.21 | |
| DCM2023.03 | 62.19 | |
| SuMo-net2023.03 | 62.18 | |
| DeepSurvSurvival probability threshold=50%2026.02 | 61.9 | |
| RSF2023.03 | 61.63 | |
| CoxTime2023.03 | 61.54 | |
| DeepEH2023.03 | 61.51 | |
| DeSurv2023.03 | 61.47 | |
| GBM2023.03 | 61.46 | |
| NFM-PF2023.03 | 61.33 | |
| SODEN2023.03 | 61.1 | |
| DeepSurv2023.03 | 60.91 | |
| CPHSurvival probability threshold=50%2026.02 | 59.6 | |
| CoxPH2023.03 | 56.89 | |
| SurvNode2023.03 | 55.37 |