Uncertainty Quantification on Gaussian Synthetic (MPE, CWC)
0.13MPESQR-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SQR-GNN2026.05 | 0.13 | 1.32 | |
| QpiGNNLambda (λ)=0.52026.05 | 0.13 | 1.15 | |
| RQR-GNNAdjustment=adj.2026.05 | 0.14 | 1.34 | |
| QpiGNNLambda (λ)=opt.2026.05 | 0.14 | 1.18 | |
| MC dropout2026.05 | 0.15 | 34.7 | |
| QpiGNNLambda (λ)=0.12026.05 | 0.15 | 1.36 | |
| BayesianNN2026.05 | 0.31 | 4.63 | |
| CF-GNN2026.05 | 0.74 | 2.5 |