Conformal Calibration on SK OOD beta 2.0
0.052ECEStd CP (ICG-I)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Std CP (ICG-I)Nominal alpha=0.10, Inference time (s)=0.352026.06 | 0.052 | 0.812 | 1.82 | |
| WCP (ICG-I)Nominal alpha=0.10, Effective sample size (neff)=412, Inference time (s)=0.382026.06 | 0.052 | 0.898 | 2.15 | |
| Std CP (Deep Ensemble)Nominal alpha=0.10, Inference time (s)=0.952026.06 | 0.245 | 0.715 | 2.45 | |
| Std CP (LBP)Nominal alpha=0.10, Inference time (s)=DNC2026.06 | 0.355 | 0.655 | 2.88 |