Conformal Calibration on EA-3D OOD
4.5ECEStd CP (ICG-I)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Std CP (ICG-I)Nominal alpha=0.10, Inference time (s)=0.222026.06 | 4.5 | 84.5 | 1.75 | |
| WCP (ICG-I)Nominal alpha=0.10, Effective sample size (neff)=525, Inference time (s)=0.252026.06 | 4.5 | 90.2 | 2.05 | |
| Std CP (Deep Ensemble)Nominal alpha=0.10, Inference time (s)=1.152026.06 | 18.8 | 75.5 | 2.15 | |
| Std CP (LBP)Nominal alpha=0.10, Inference time (s)=DNC2026.06 | 28.5 | 71.2 | 2.65 |