METABRIC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Survival prediction | METABRIC | C-index0.682 | 21 | |
| Survival Analysis | METABRIC | D-Calibration Score1 | 17 | |
| Active Feature Acquisition | Metabric | Training Runtime (s)2.1 | 16 | |
| Survival Analysis | METABRIC external (test) | C-index0.663 | 15 | |
| Survival prediction | METABRIC | IBS16.11 | 14 | |
| Dynamic Feature Selection | Metabric 5-fold CV | AUAC-F167.49 | 13 | |
| Survival Analysis | METABRIC (test) | C^td0.669 | 13 | |
| Survival Analysis | METABRIC | IBS0.1602 | 12 | |
| Survival Analysis | METABRIC (5-fold cross-validation) | C-Index0.675 | 11 | |
| Survival Analysis | METABRIC (5-fold cross-val) | Integrated Brier Score0.172 | 11 | |
| Survival Analysis | METABRIC | ICI (Q2)0.0742 | 10 | |
| Survival Analysis | METABRIC | Mean C-index0.815 | 9 | |
| Survival Analysis | METABRIC Low Censoring | C-Index0.646 | 6 | |
| Classification | METABRIC | AUROC96.6 | 4 | |
| Progesterone receptor (PR) status prediction | METABRIC (test) | AUROC0.869 | 3 | |
| Survival modeling | METABRIC | ICI0.035 | 2 |
Showing 16 of 16 rows