Survival Analysis on GBSG2
0.719Time-dependent C-indexTabSurvLS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TabSurvLSBackbone=MLP2026.05 | 0.719 | 2.2 | 0.152 | 2.2 | 0.756 | 5.6 | |
| TabSurvWAS2026.05 | 0.716 | 3.2 | 0.156 | 4.2 | 0.788 | 1.9 | |
| RSF2026.05 | 0.715 | 3.3 | 0.152 | 2.6 | 0.788 | 1.9 | |
| TabSurvLAS2026.05 | 0.714 | 3.9 | 0.159 | 4.5 | 0.765 | 5 | |
| TabSurvWSA2026.05 | 0.714 | 3.8 | 0.169 | 5.4 | 0.784 | 2.4 | |
| TabSurvLSBackbone=RealMLP2026.05 | 0.702 | 6.6 | 0.17 | 6.5 | 0.762 | 5.3 | |
| DeepSurv2026.05 | 0.7 | 6.3 | 0.152 | 2.6 | 0.755 | 6 | |
| SurvTRACE2026.05 | 0.685 | 6.9 | 0.607 | 9 | 0.548 | 9 | |
| SICEvaluation Protocol=5-fold cross-validation2026.03 | 0.681 | — | — | — | — | — | |
| COXPHEvaluation Protocol=5-fold cross-validation2026.03 | 0.68 | — | — | — | — | — | |
| XGBEvaluation Protocol=5-fold cross-validation2026.03 | 0.671 | — | — | — | — | — | |
| DeepHit2026.05 | 0.669 | 8.7 | 0.202 | 8 | 0.689 | 7.9 | |
| DEEPHITEvaluation Protocol=5-fold cross-validation2026.03 | 0.667 | — | — | — | — | — | |
| DEEPSURVEvaluation Protocol=5-fold cross-validation2026.03 | 0.656 | — | — | — | — | — |