SUPPORT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Survival Analysis | SUPPORT | Time-dependent C-index0.894 | 23 | |
| Survival prediction | SUPPORT | C-index (%)66.9 | 21 | |
| IBS Estimation | SUPPORT | Mean Absolute Error0.093 | 20 | |
| Survival Analysis | SUPPORT (test) | Brier Score0.0042 | 18 | |
| Survival Analysis | SUPPORT | C-Index0.9609 | 18 | |
| Survival Analysis | SUPPORT | IBS0.098 | 16 | |
| Conformal Prediction | SUPPORT | Coverage (COV)98.8 | 15 | |
| Survival prediction | SUPPORT | IBS18.97 | 14 | |
| Survival Analysis | SUPPORT | C-idx0.616 | 12 | |
| Survival Analysis | SUPPORT (5-fold cross-validation) | Concordance Index0.639 | 11 | |
| Survival Analysis | SUPPORT (5-fold cross-val) | Integrated Brier Score0.212 | 11 | |
| Survival Analysis | SUPPORT | ICI Q20.2616 | 10 | |
| Survival Analysis | SUPPORT | D-Calibration Pass Count9 | 10 | |
| Survival Analysis | SUPPORT | Mean C-index0.898 | 9 | |
| Survival Analysis | SUPPORT2 | Ctd (Full)0.695 | 7 | |
| Classification | support2 (UCI) (test) | Accuracy65.6 | 7 | |
| Survival Subtype Discovery | SUPPORT | LogRank statistic1,047.17 | 6 | |
| Survival Analysis | SUPPORT (test) | Global C-Index0.8414 | 6 | |
| Clinical Data Classification | SUPPORT (test) | ROC-AUC67 | 6 | |
| Survival Analysis | SUPPORT | Integrated Time-Dependent AUC95.1 | 6 | |
| Survival Analysis | SUPPORT Low Censoring | C-Index0.6143 | 6 | |
| Survival model ranking recovery | SUPPORT | Oracle Top-3 Recovery Frequency37 | 5 | |
| Survival Analysis | SUPPORT (test) | Median Excess Test Loss0.0051 | 5 | |
| Accuracy Estimation | Support | Mean Error (Mean)2 | 3 | |
| Survival modeling | SUPPORT | ICI0.0433 | 2 |
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