Confidence Calibration on DonkeyCar OOD Mean All Shifts
0.116ECEAnomaly-Informed Online Calibration
Evaluation results
| Method | Links | |
|---|---|---|
| Anomaly-Informed Online CalibrationComponents=TTA+ρ+δ2026.05 | 0.116 | |
| DAC2026.05 | 0.184 | |
| Temp. Scaling2026.05 | 0.218 | |
| Platt2026.05 | 0.22 | |
| Isotonic2026.05 | 0.233 | |
| Hist. Binning2026.05 | 0.254 | |
| Uncalibrated2026.05 | 0.274 |