Multi-class Post-hoc Calibration on TabRepo 1365 multi-class experiments (test)
-0.0046Brier Score DifferenceSMS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SMSType=MS2025.11 | -0.0046 | -0.021 | |
| SVSType=VS2025.11 | -0.0034 | -0.0174 | |
| torchcalType=VS2025.11 | -0.0032 | -0.0053 | |
| Isotonic regressionType=Non param.2025.11 | -0.0026 | 0.1893 | |
| torchcalType=TS2025.11 | -0.0024 | -0.0116 | |
| probmetricsType=TS2025.11 | -0.0024 | -0.0148 | |
| DirichletType=MS2025.11 | -0.0023 | -0.0089 | |
| torchcalType=MS2025.11 | 0.0018 | 0.0642 | |
| Guo et al.Type=TS2025.11 | 0.0112 | 0.0278 |