Uncertainty Quantification on Outlier Synthetic
0.05MPESQR-GNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SQR-GNN2026.05 | 0.05 | 0.2 | |
| MC dropout2026.05 | 0.07 | 8.18 | |
| BayesianNN2026.05 | 0.09 | 3.94 | |
| RQR-GNNAdjustment=adj.2026.05 | 0.11 | 0.71 | |
| QpiGNNLambda (λ)=0.52026.05 | 0.18 | 0.99 | |
| QpiGNNLambda (λ)=opt.2026.05 | 0.19 | 1 | |
| QpiGNNLambda (λ)=0.12026.05 | 0.23 | 1.04 | |
| CF-GNN2026.05 | 0.54 | 0.67 |