Survival Analysis on SEER
0.732C-indexZero-Order-DC (COX)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Zero-Order-DC (COX)IPC Level=500, delta=10−52026.03 | 0.732 | 2.92 | — | — | |
| XGBIPC Level=Full, delta=10−52026.03 | 0.731 | — | — | — | |
| COXIPC Level=Full, delta=10−52026.03 | 0.729 | — | — | — | |
| SDPM2026.05 | 0.729 | — | — | — | |
| DeepHit2026.05 | 0.728 | — | — | — | |
| GBM-Weibull2026.05 | 0.727 | — | — | — | |
| Zero-Order-DC (XGB)IPC Level=500, delta=10−52026.03 | 0.725 | 1.916 | — | — | |
| RSF2026.05 | 0.725 | — | — | — | |
| Zero-Order-DC (COX)IPC Level=1000, delta=10−52026.03 | 0.724 | 3.789 | — | — | |
| Zero-Order-DC (XGB)IPC Level=1000, delta=10−52026.03 | 0.724 | 2.317 | — | — | |
| Zero-Order-DC (XGB)IPC Level=100, delta=10−52026.03 | 0.716 | 2.275 | — | — | |
| Zero-Order-DC (COX)IPC Level=100, delta=10−52026.03 | 0.714 | 2.611 | — | — | |
| DeepSurv2026.05 | 0.712 | — | — | — | |
| GBM-KM2026.05 | 0.712 | — | — | — | |
| Zero-Order-DC (COX)IPC Level=50, delta=10−52026.03 | 0.694 | 1.801 | — | — | |
| Zero-Order-DC (XGB)IPC Level=50, delta=10−52026.03 | 0.689 | 1.413 | — | — | |
| COXPHEvaluation Protocol=5-fold cross-validation2026.03 | — | — | 0.82 | — | |
| DeepHit2026.05 | — | — | — | 74.2 | |
| DEEPHITEvaluation Protocol=5-fold cross-validation2026.03 | — | — | 0.853 | — | |
| DeepSurv2026.05 | — | — | — | 72.6 | |
| DEEPSURVEvaluation Protocol=5-fold cross-validation2026.03 | — | — | 0.848 | — | |
| GBM-KM2026.05 | — | — | — | 71.3 | |
| GBM-Weibull2026.05 | — | — | — | 71.7 | |
| RSF2026.05 | — | — | — | 73.7 | |
| SDPM2026.05 | — | — | — | 74 | |
| SICEvaluation Protocol=5-fold cross-validation2026.03 | — | — | 0.833 | — | |
| XGBEvaluation Protocol=5-fold cross-validation2026.03 | — | — | 0.867 | — |