Uncertainty Quantification on Uniform Synthetic (MPE, CWC)
0.11MPEQpiGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QpiGNNLambda (λ)=0.52026.05 | 0.11 | 1.02 | |
| SQR-GNN2026.05 | 0.13 | 1.27 | |
| QpiGNNLambda (λ)=opt.2026.05 | 0.14 | 1.16 | |
| RQR-GNNAdjustment=adj.2026.05 | 0.17 | 1.48 | |
| QpiGNNLambda (λ)=0.12026.05 | 0.18 | 1.35 | |
| MC dropout2026.05 | 0.21 | 60.18 | |
| BayesianNN2026.05 | 0.35 | 4.39 | |
| CF-GNN2026.05 | 0.85 | 4.05 |