Regression on Kin8nm (NCIW)
0.194NCIWCLEAR
Evaluation Results
| Method | Links | |
|---|---|---|
| CLEARPrediction Interval=95%, Seeds=102025.07 | 0.194 | |
| CLEARnominal coverage=95%, seeds=102025.07 | 0.197 | |
| SQRPrediction Interval=95%, Seeds=102025.07 | 0.205 | |
| SQR-conformalPrediction Interval=95%, Seeds=102025.07 | 0.208 | |
| SQR-conformalnominal coverage=95%, seeds=102025.07 | 0.208 | |
| SQRnominal coverage=95%, seeds=102025.07 | 0.246 | |
| DE-conformalPrediction Interval=95%, Seeds=102025.07 | 0.254 | |
| DEPrediction Interval=95%, Seeds=102025.07 | 0.255 | |
| DEnominal coverage=95%, seeds=102025.07 | 0.26 | |
| DE-conformalnominal coverage=95%, seeds=102025.07 | 0.261 | |
| CLEAR-cConfidence Level=95%, Conformalized=true2025.07 | 0.323 | |
| CLEARConfidence Level=95%, Conformalized=false2025.07 | 0.323 | |
| CLEARConfidence Level=95%2025.07 | 0.325 | |
| ALEATORIC-R-cConfidence Level=95%, Conformalized=true2025.07 | 0.327 | |
| PCS-EPISTEMIC-cCalibration Strategy=Validation split2025.07 | 0.327 | |
| ALEATORIC-R-cCalibration Strategy=Validation split2025.07 | 0.327 | |
| CLEAR-cCalibration Strategy=Validation split2025.07 | 0.328 | |
| PCS-EPISTEMIC-cConfidence Level=95%, Conformalized=true2025.07 | 0.331 | |
| UACQR-PConfidence Level=95%, Conformalized=false2025.07 | 0.436 | |
| UACQR-SConfidence Level=95%, Conformalized=false2025.07 | 0.444 | |
| UACQR-PConfidence Level=95%2025.07 | 0.444 | |
| UACQR-SConfidence Level=95%2025.07 | 0.452 |