Confidence Calibration on DonkeyCar OOD (Blur)
0.098ECEAnomaly-Informed Online Calibration
Evaluation results
| Method | Links | |
|---|---|---|
| Anomaly-Informed Online CalibrationComponents=TTA+ρ+δ2026.05 | 0.098 | |
| DAC2026.05 | 0.136 | |
| Temp. Scaling2026.05 | 0.166 | |
| Platt2026.05 | 0.172 | |
| Isotonic2026.05 | 0.189 | |
| Hist. Binning2026.05 | 0.207 | |
| Uncalibrated2026.05 | 0.221 |