Uncertainty Quantification on Grid Synthetic (MPE, CWC)
0.15MPEMC dropout
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MC dropout2026.05 | 0.15 | 55.25 | |
| QpiGNNLambda (λ)=opt.2026.05 | 0.15 | 1.44 | |
| QpiGNNLambda (λ)=0.52026.05 | 0.16 | 1.39 | |
| SQR-GNN2026.05 | 0.17 | 2.87 | |
| RQR-GNNAdjustment=adj.2026.05 | 0.17 | 3.87 | |
| QpiGNNLambda (λ)=0.12026.05 | 0.17 | 1.57 | |
| BayesianNN2026.05 | 0.3 | 4.53 | |
| CF-GNN2026.05 | 0.95 | 11.82 |