Confidence Calibration on DonkeyCar OOD (Latency)
0.127ECEAnomaly-Informed Online Calibration
Evaluation results
| Method | Links | |
|---|---|---|
| Anomaly-Informed Online CalibrationComponents=TTA+ρ+δ2026.05 | 0.127 | |
| DAC2026.05 | 0.181 | |
| Platt2026.05 | 0.205 | |
| Temp. Scaling2026.05 | 0.206 | |
| Isotonic2026.05 | 0.208 | |
| Hist. Binning2026.05 | 0.238 | |
| Uncalibrated2026.05 | 0.259 |