Survival Analysis on SurvSet 43 datasets static setting (test)
0.686C-Index (Value)XGBoost
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| XGBoostSetting=Static, Time-discretization granularities (K)={4, 5, 10, 15, 20}2026.01 | 0.686 | 3 | 1,029 | 0.724 | 3 | 1,030 | 0.167 | 2.8 | 1,034 | 2.9 | 1,031 | |
| CoxPHSetting=Static, Time-discretization granularities (K)={4, 5, 10, 15, 20}2026.01 | 0.682 | 2.9 | 1,029 | 0.72 | 2.9 | 1,029 | 0.171 | 3.3 | 1,019 | 3.1 | 1,026 | |
| MITRASetting=Static, Time-discretization granularities (K)={4, 5, 10, 15, 20}2026.01 | 0.677 | 2.9 | 1,033 | 0.729 | 2.7 | 1,038 | 0.166 | 2.7 | 1,037 | 2.8 | 1,036 | |
| RSFSetting=Static, Time-discretization granularities (K)={4, 5, 10, 15, 20}2026.01 | 0.666 | 3.8 | 1,007 | 0.716 | 3.8 | 1,004 | 0.168 | 3.6 | 1,013 | 3.7 | 1,008 | |
| DeepSurvSetting=Static, Time-discretization granularities (K)={4, 5, 10, 15, 20}2026.01 | 0.648 | 4.3 | 992 | 0.686 | 4.5 | 986 | 0.18 | 4.8 | 979 | 4.5 | 986 | |
| TabPFNSetting=Static, Time-discretization granularities (K)={4, 5, 10, 15, 20}2026.01 | 0.638 | 4.7 | 981 | 0.696 | 4.6 | 983 | 0.179 | 4.5 | 986 | 4.6 | 983 | |
| DeepHitSetting=Static, Time-discretization granularities (K)={4, 5, 10, 15, 20}2026.01 | 0.574 | 6.5 | 929 | 0.595 | 6.4 | 930 | 0.213 | 6.4 | 931 | 6.4 | 930 |