Confidence Calibration on DonkeyCar OOD (Dark)
0.165ECEAnomaly-Informed Online Calibration
Evaluation Results
| Method | Links | |
|---|---|---|
| Anomaly-Informed Online CalibrationComponents=TTA+ρ+δ2026.05 | 0.165 | |
| DAC2026.05 | 0.266 | |
| Temp. Scaling2026.05 | 0.305 | |
| Platt2026.05 | 0.311 | |
| Isotonic2026.05 | 0.332 | |
| Hist. Binning2026.05 | 0.345 | |
| Uncalibrated2026.05 | 0.365 |