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ResearchFormerly WizWand

Error Prediction on Euler 2D (test)

0.98AUROCStep-doubling
0.05440.29470.5350.7753May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Step-doublinghorizon (h)=322026.050.98
Gradient magnitudehorizon (h)=642026.050.96
Step-doublinghorizon (h)=642026.050.95
Gradient magnitudehorizon (h)=162026.050.93
Locally adaptive CPhorizon (h)=162026.050.93
Step-doublinghorizon (h)=162026.050.92
Locally adaptive CPhorizon (h)=642026.050.91
Learned error headhorizon (h)=322026.050.89
Locally adaptive CPhorizon (h)=322026.050.89
Learned error headhorizon (h)=162026.050.86
Gradient magnitudehorizon (h)=322026.050.85
Learned error headhorizon (h)=642026.050.85
Deep ensemblehorizon (h)=64, Ensemble size (K)=32026.050.83
Deep ensemblehorizon (h)=32, Ensemble size (K)=32026.050.82
Deep ensemblehorizon (h)=16, Ensemble size (K)=32026.050.81
Random TTAhorizon (h)=642026.050.38
Random TTAhorizon (h)=162026.050.12
Random TTAhorizon (h)=322026.050.09