Uncertainty Quantification on Anaheim
10Mean Prediction Error (MPE)SQR-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SQR-GNN2026.05 | 10 | 1.06 | |
| QpiGNNLambda (λ)=0.52026.05 | 12 | 0.95 | |
| QpiGNNLambda (λ)=opt.2026.05 | 12 | 0.94 | |
| BayesianNN2026.05 | 15 | 5.36 | |
| MC dropout2026.05 | 18 | 58.96 | |
| QpiGNNLambda (λ)=0.12026.05 | 19 | 1.37 | |
| RQR-GNNAdjustment=adj.2026.05 | 20 | 1.76 | |
| CF-GNN2026.05 | 89 | 1.37 | |
| CF-GNNOptimization Setting=opt.2026.05 | 100 | 1.37 |