Uncertainty Quantification on Income
0.06MPESQR-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SQR-GNN2026.05 | 0.06 | 0.56 | |
| QpiGNNLambda (λ)=0.52026.05 | 0.07 | 0.56 | |
| QpiGNNLambda (λ)=opt.2026.05 | 0.07 | 0.59 | |
| RQR-GNNAdjustment=adj.2026.05 | 0.1 | 0.74 | |
| MC dropout2026.05 | 0.11 | 57.3 | |
| QpiGNNLambda (λ)=0.12026.05 | 0.13 | 0.96 | |
| BayesianNN2026.05 | 0.14 | 3.96 | |
| CF-GNNOptimization Setting=opt.2026.05 | 0.71 | 0.81 | |
| CF-GNN2026.05 | 0.75 | 0.97 |