Conformal Prediction on 2D Navier-Stokes (test)
98.09CoverageUQNO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UQNOalpha (α)=0.02, target coverage=98%2026.06 | 98.09 | 27.21 | |
| Unscaledalpha (α)=0.02, target coverage=98%2026.06 | 98 | 4.353 | |
| Perturbationalpha (α)=0.02, target coverage=98%2026.06 | 97.99 | 4.169 | |
| MC Dropoutalpha (α)=0.02, target coverage=98%2026.06 | 97.96 | 10.289 | |
| Laplacealpha (α)=0.02, target coverage=98%2026.06 | 97.95 | 4.563 | |
| UQNOalpha (α)=0.04, target coverage=96%2026.06 | 96.13 | 16.784 | |
| Unscaledalpha (α)=0.04, target coverage=96%2026.06 | 96.04 | 4.192 | |
| Perturbationalpha (α)=0.04, target coverage=96%2026.06 | 96.01 | 3.786 | |
| Laplacealpha (α)=0.04, target coverage=96%2026.06 | 95.97 | 4.403 | |
| MC Dropoutalpha (α)=0.04, target coverage=96%2026.06 | 95.95 | 8.53 | |
| UQNOalpha (α)=0.06, target coverage=94%2026.06 | 94.14 | 12.605 | |
| Unscaledalpha (α)=0.06, target coverage=94%2026.06 | 94.02 | 4.084 | |
| Laplacealpha (α)=0.06, target coverage=94%2026.06 | 94.01 | 4.261 | |
| Perturbationalpha (α)=0.06, target coverage=94%2026.06 | 94 | 3.595 | |
| MC Dropoutalpha (α)=0.06, target coverage=94%2026.06 | 93.94 | 7.671 | |
| UQNOalpha (α)=0.08, target coverage=92%2026.06 | 92.18 | 9.866 | |
| Laplacealpha (α)=0.08, target coverage=92%2026.06 | 92.07 | 4.143 | |
| Unscaledalpha (α)=0.08, target coverage=92%2026.06 | 92.04 | 3.986 | |
| Perturbationalpha (α)=0.08, target coverage=92%2026.06 | 92 | 3.434 | |
| MC Dropoutalpha (α)=0.08, target coverage=92%2026.06 | 91.94 | 7.169 | |
| UQNOalpha (α)=0.10, target coverage=90%2026.06 | 90.16 | 8.03 | |
| Unscaledalpha (α)=0.10, target coverage=90%2026.06 | 90.13 | 3.908 | |
| Laplacealpha (α)=0.10, target coverage=90%2026.06 | 90.09 | 4.052 | |
| Perturbationalpha (α)=0.10, target coverage=90%2026.06 | 90.08 | 3.291 | |
| MC Dropoutalpha (α)=0.10, target coverage=90%2026.06 | 89.98 | 6.875 |