Survival Analysis on SUPPORT (C-index, IBS, AUC)
0.898Mean C-indexTabSurvLAS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TabSurvLAS2026.05 | 0.898 | 2.4 | 0.1 | 4.6 | 0.953 | 3 | |
| TabSurvWAS2026.05 | 0.898 | 1.6 | 0.097 | 3 | 0.955 | 1.4 | |
| TabSurvWSA2026.05 | 0.898 | 2.1 | 0.096 | 2.6 | 0.954 | 1.9 | |
| TabSurvLSBackbone=MLP2026.05 | 0.897 | 3.9 | 0.096 | 2.7 | 0.952 | 4 | |
| TabSurvLSBackbone=RealMLP2026.05 | 0.895 | 5 | 0.099 | 4.5 | 0.951 | 5.5 | |
| SurvTRACE2026.05 | 0.893 | 6 | 0.1 | 4.8 | 0.951 | 5.2 | |
| DeepSurv2026.05 | 0.886 | 7 | 0.103 | 6.5 | 0.945 | 7.8 | |
| DeepHit2026.05 | 0.879 | 8 | 0.107 | 8.4 | 0.945 | 8.3 | |
| RSF2026.05 | 0.858 | 9 | 0.105 | 7.8 | 0.945 | 7.8 |