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ResearchFormerly WizWand

Regression on airfoil (Quantile Loss)

0.097Quantile LossCLEAR
0.093160.119080.1450.17092Jul 10, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CLEAR2025.070.097
CLEARConformalized variant (c)=false, Prediction intervals=95%2025.070.107
CLEAR-cConformalized variant (c)=true, Prediction intervals=95%2025.070.11
PCS-EPISTEMIC-cConformalized variant (c)=true, Prediction intervals=95%2025.070.111
DE2025.070.117
DE-conformalcalibrated=true2025.070.117
ALEATORIC-R-cConformalized variant (c)=true, Prediction intervals=95%2025.070.131
SQR-conformalcalibrated=true2025.070.153
SQR2025.070.162
UACQR-PConformalized variant (c)=false, Prediction intervals=95%2025.070.189
UACQR-SConformalized variant (c)=false, Prediction intervals=95%2025.070.193