Survival Prediction on FLCHAIN
0.098IBSKAPLAN-HR
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KAPLAN-HR2026.05 | 0.098 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| KAPLAN-HR2026.05 | 0.098 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DSM2026.05 | 0.0981 | — | — | — | — | — | — | — | — | — | — | — | — | — | -0.0001 | 0.8633 | — | |
| DSM2026.05 | 0.0981 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepSurv2026.05 | 0.1004 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxTime2026.05 | 0.1107 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SuMo-Net2026.05 | 0.1126 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxKAN2026.05 | 0.1127 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxPH2026.05 | 0.1168 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GAM2026.05 | 0.1197 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HARE2026.05 | 0.1294 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepHit2026.05 | 0.3008 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NFM-PFvariant=Poisson Frailty2023.03 | 9.9 | — | 32.84 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GBM2023.03 | 9.95 | — | 32.88 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RSF2023.03 | 9.96 | — | 32.92 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxPH2023.03 | 10.05 | — | 33.18 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NFM-FNvariant=Fixed Frailty2023.03 | 10.05 | — | 33.11 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeSurv2023.03 | 10.06 | — | 33.18 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SuMo-net2023.03 | 10.07 | — | 33.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepEH2023.03 | 10.09 | — | 33.28 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepSurv2023.03 | 10.11 | — | 33.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SODEN2023.03 | 10.13 | — | 33.37 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DCM2023.03 | 10.13 | — | 33.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxTime2023.03 | 10.28 | — | 34.18 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SurvNode2023.03 | 10.4 | — | 34.37 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepHit2023.03 | 11.83 | — | 37.72 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxCC2026.05 | — | — | — | — | 0.7967 | 0.0936 | -0.3103 | 0.8024 | 0.068 | -0.2395 | 0.7988 | 0.0861 | -0.2914 | 0.9224 | — | — | — | |
| CoxKAN2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 5 | |
| CoxKAN2026.05 | — | — | — | — | 0.7891 | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxPH2023.03 | — | 0.7909 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxPH2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 8 | |
| CoxPH2026.05 | — | — | — | — | 0.7093 | — | — | — | — | — | — | — | — | — | — | — | — | |
| COXPHEvaluation Protocol=5-fold cross-validation2026.03 | — | — | — | 0.763 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxTime2023.03 | — | 0.7895 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoxTime2026.05 | — | — | — | — | 0.7968 | 0.0936 | -0.31 | 0.8027 | 0.068 | -0.2389 | 0.7989 | 0.0862 | -0.291 | 0.9354 | — | — | — | |
| CoxTime2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 5 | |
| CoxTime2026.05 | — | — | — | — | 0.7899 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DCM2023.03 | — | 0.7861 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepEH2023.03 | — | 0.7871 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepHit2023.03 | — | 0.7848 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepHit2026.05 | — | — | — | — | 0.7883 | 0.1056 | -0.34 | 0.7891 | 0.0755 | -0.2587 | 0.7896 | 0.0974 | -0.319 | 0.0192 | — | — | — | |
| DeepHit2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0 | |
| DeepHit2026.05 | — | — | — | — | 0.7257 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DEEPHITEvaluation Protocol=5-fold cross-validation2026.03 | — | — | — | 0.791 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepSurv2023.03 | — | 0.7904 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepSurv2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10 | |
| DeepSurvDelta=+0.0050, p-value=0.0117*2026.05 | — | — | — | 0.7908 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepSurv2026.05 | — | — | — | — | 0.7908 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DEEPSURVEvaluation Protocol=5-fold cross-validation2026.03 | — | — | — | 0.78 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeSurv2023.03 | — | 0.7897 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeSurv2026.05 | — | — | — | — | 0.7968 | 0.0936 | -0.3106 | 0.803 | 0.068 | -0.2398 | 0.7988 | 0.0862 | -0.2919 | 0.8706 | — | — | — | |
| DSM2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10 | |
| DSM2026.05 | — | — | — | — | 0.7895 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GAM2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10 | |
| GAM2026.05 | — | — | — | — | 0.6663 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GBM2023.03 | — | 0.7947 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HARE2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 9 | |
| HARE2026.05 | — | — | — | — | 0.7782 | — | — | — | — | — | — | — | — | — | — | — | — | |
| KAPLAN-HR2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10 | |
| KAPLAN-HR2026.05 | — | — | — | 0.7959 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| KAPLAN-HR2026.05 | — | — | — | — | 0.7959 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MDN2026.05 | — | — | — | — | 0.7954 | 0.0946 | -0.3142 | 0.8012 | 0.0689 | -0.2425 | 0.7973 | 0.0872 | -0.2949 | 0.46 | — | — | — | |
| NFM-FN2023.03 | — | 0.7929 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NFM-PF2023.03 | — | 0.7945 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NnetSurv2026.05 | — | — | — | — | 0.7887 | 0.0935 | -0.3103 | 0.7898 | 0.0681 | -0.2402 | 0.7903 | 0.0864 | -0.2922 | 0.7866 | — | — | — | |
| QSurv2026.05 | — | — | — | — | 0.7968 | 0.0935 | -0.3097 | 0.8031 | 0.0678 | -0.2387 | 0.7989 | 0.086 | -0.2907 | 0.8819 | — | — | — | |
| RSF2023.03 | — | 0.7875 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SICEvaluation Protocol=5-fold cross-validation2026.03 | — | — | — | 0.79 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SODEN2023.03 | — | 0.79 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SuMo-net2023.03 | — | 0.7928 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SuMo-Net2026.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 1 | |
| SuMo-Net2026.05 | — | — | — | — | 0.7886 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SurvNode2023.03 | — | 0.7611 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| XGBEvaluation Protocol=5-fold cross-validation2026.03 | — | — | — | 0.79 | — | — | — | — | — | — | — | — | — | — | — | — | — |