Confidence Calibration on DonkeyCar OOD (Bias split)
7.6ECEAnomaly-Informed Online Calibration
Evaluation results
| Method | Links | |
|---|---|---|
| Anomaly-Informed Online CalibrationComponents=TTA+ρ+δ2026.05 | 7.6 | |
| DAC2026.05 | 15.2 | |
| Platt2026.05 | 19.2 | |
| Temp. Scaling2026.05 | 19.4 | |
| Isotonic2026.05 | 20.2 | |
| Hist. Binning2026.05 | 22.5 | |
| Uncalibrated2026.05 | 25.1 |