Conformal Calibration on Protein OOD
0.058Expected Calibration Error (ECE)Std CP (ICG-I)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Std CP (ICG-I)Nominal alpha=0.20, Inference time (s)=0.552026.06 | 0.058 | 78.5 | 3.45 | |
| WCP (ICG-I)Nominal alpha=0.20, Effective sample size (neff)=315, Inference time (s)=0.582026.06 | 0.058 | 81.5 | 3.85 | |
| Std CP (Deep Ensemble)Nominal alpha=0.20, Inference time (s)=1.452026.06 | 0.215 | 72.5 | 4.85 | |
| Std CP (LBP)Nominal alpha=0.20, Inference time (s)=8.452026.06 | 0.312 | 68.5 | 5.45 |