Uncertainty Quantification on 2D Darcy Flow with Discontinuity
99.9031Channel-wise Coverage RateOurs (A)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours (A)T (Number of forward passes/samples)=202026.02 | 99.9031 | 2.73 | 2.73 | 1.35 | 10 | |
| DeepEnsemble2026.02 | 99.8399 | 1.73 | 1.73 | 1.55 | 100 | |
| Ours (B)T (Number of forward passes/samples)=202026.02 | 99.681 | 2.03 | 2.03 | 1.26 | 10 | |
| MCDropoutT (Number of forward passes/samples)=202026.02 | 99.0246 | 2.34 | 2.35 | 0.93 | 10 | |
| Laplace Approx.2026.02 | 86.9001 | 0.77 | 0.82 | 0.48 | 10 |