Prediction Interval Estimation on 17 real-world and simulated datasets (aggregated)
-66PICP ErrorCLEAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CLEARBaseline comparison model=SQR, Target coverage percentage=95%2025.07 | -66 | 17.38 | 13.36 | 13.66 | |
| CLEARBaseline comparison model=SQR-conformal, Target coverage percentage=95%2025.07 | -15 | 14.07 | 13.23 | 10.12 | |
| CLEARBaseline comparison model=DE-conformal, Target coverage percentage=95%2025.07 | -9 | 29.55 | 27.9 | 24.08 | |
| CLEARBaseline comparison model=DE, Target coverage percentage=95%2025.07 | 5 | 28.81 | 28.57 | 23.98 |