Uncertainty Quantification on Election
0.12MPESQR-GNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SQR-GNN2026.05 | 0.12 | 1.02 | |
| RQR-GNNAdjustment=adj.2026.05 | 0.14 | 1.17 | |
| MC dropout2026.05 | 0.14 | 35.59 | |
| QpiGNNLambda (λ)=opt.2026.05 | 0.14 | 1.15 | |
| QpiGNNLambda (λ)=0.52026.05 | 0.15 | 1.17 | |
| QpiGNNLambda (λ)=0.12026.05 | 0.17 | 1.39 | |
| CF-GNNOptimization Setting=opt.2026.05 | 0.22 | 1.03 | |
| CF-GNN2026.05 | 0.26 | 1.34 | |
| BayesianNN2026.05 | 0.37 | 4.25 |