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ResearchFormerly WizWand

Conformal Prediction on 2D Navier-Stokes (test)

98.09CoverageUQNO
89.655691.845394.03596.2247Jun 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UQNOalpha (α)=0.02, target coverage=98%2026.0698.0927.21
Unscaledalpha (α)=0.02, target coverage=98%2026.06984.353
Perturbationalpha (α)=0.02, target coverage=98%2026.0697.994.169
MC Dropoutalpha (α)=0.02, target coverage=98%2026.0697.9610.289
Laplacealpha (α)=0.02, target coverage=98%2026.0697.954.563
UQNOalpha (α)=0.04, target coverage=96%2026.0696.1316.784
Unscaledalpha (α)=0.04, target coverage=96%2026.0696.044.192
Perturbationalpha (α)=0.04, target coverage=96%2026.0696.013.786
Laplacealpha (α)=0.04, target coverage=96%2026.0695.974.403
MC Dropoutalpha (α)=0.04, target coverage=96%2026.0695.958.53
UQNOalpha (α)=0.06, target coverage=94%2026.0694.1412.605
Unscaledalpha (α)=0.06, target coverage=94%2026.0694.024.084
Laplacealpha (α)=0.06, target coverage=94%2026.0694.014.261
Perturbationalpha (α)=0.06, target coverage=94%2026.06943.595
MC Dropoutalpha (α)=0.06, target coverage=94%2026.0693.947.671
UQNOalpha (α)=0.08, target coverage=92%2026.0692.189.866
Laplacealpha (α)=0.08, target coverage=92%2026.0692.074.143
Unscaledalpha (α)=0.08, target coverage=92%2026.0692.043.986
Perturbationalpha (α)=0.08, target coverage=92%2026.06923.434
MC Dropoutalpha (α)=0.08, target coverage=92%2026.0691.947.169
UQNOalpha (α)=0.10, target coverage=90%2026.0690.168.03
Unscaledalpha (α)=0.10, target coverage=90%2026.0690.133.908
Laplacealpha (α)=0.10, target coverage=90%2026.0690.094.052
Perturbationalpha (α)=0.10, target coverage=90%2026.0690.083.291
MC Dropoutalpha (α)=0.10, target coverage=90%2026.0689.986.875