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ResearchFormerly WizWand

Uncertainty Quantification (Scalar Regression) on Setting 4 Generative Example

0.01ISCECQR
0.005960.033230.06050.08777Jul 21, 2025
Updated 4mo ago

Evaluation results

MethodLinks
CQR1 - alpha=0.95, n=30002025.070.010.912
Homoscedastic1 - alpha=0.95, n=30002025.070.0120.907
Heteroscedastic1 - alpha=0.95, n=30002025.070.0140.9
Dist1 - alpha=0.95, n=30002025.070.0140.901
Homoscedastic1 - alpha=0.80, n=30002025.070.0150.729
Homoscedastic1 - alpha=0.50, n=30002025.070.0180.421
CQR1 - alpha=0.95, n=10002025.070.0180.904
CQR1 - alpha=0.80, n=30002025.070.020.726
Heteroscedastic1 - alpha=0.80, n=30002025.070.0210.723
Homoscedastic1 - alpha=0.95, n=10002025.070.0210.889
HPD1 - alpha=0.95, n=30002025.070.0210.881
CQR1 - alpha=0.50, n=30002025.070.0220.417
Homoscedastic1 - alpha=0.80, n=10002025.070.0230.734
Dist1 - alpha=0.80, n=30002025.070.0230.729
Heteroscedastic1 - alpha=0.95, n=10002025.070.0240.884
HPD1 - alpha=0.80, n=30002025.070.0240.721
Heteroscedastic1 - alpha=0.50, n=30002025.070.0260.413
Homoscedastic1 - alpha=0.50, n=10002025.070.0270.416
HPD1 - alpha=0.50, n=30002025.070.0280.417
CQR1 - alpha=0.80, n=10002025.070.0290.725
Dist1 - alpha=0.50, n=30002025.070.0290.416
Dist1 - alpha=0.95, n=10002025.070.0290.877
Heteroscedastic1 - alpha=0.80, n=10002025.070.0310.717
CQR1 - alpha=0.50, n=10002025.070.0340.402
Dist1 - alpha=0.80, n=10002025.070.0370.693
Heteroscedastic1 - alpha=0.50, n=10002025.070.040.4
Profile1 - alpha=0.50, n=30002025.070.0460.386
HPD1 - alpha=0.50, n=10002025.070.0460.386
Dist1 - alpha=0.50, n=10002025.070.0490.386
HPD1 - alpha=0.80, n=10002025.070.0490.673
Profile1 - alpha=0.50, n=10002025.070.0530.378
HPD1 - alpha=0.95, n=10002025.070.0640.813
Profile1 - alpha=0.95, n=10002025.070.0830.769
Profile1 - alpha=0.95, n=30002025.070.0840.775
Profile1 - alpha=0.80, n=10002025.070.110.605
Profile1 - alpha=0.80, n=30002025.070.1110.607