Uncertainty Quantification on Education (MPE, CWC)
0.09MPESQR-GNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SQR-GNN2026.05 | 0.09 | 0.55 | |
| QpiGNNLambda (λ)=0.52026.05 | 0.11 | 0.61 | |
| QpiGNNLambda (λ)=opt.2026.05 | 0.12 | 0.64 | |
| RQR-GNNAdjustment=adj.2026.05 | 0.15 | 0.87 | |
| MC dropout2026.05 | 0.15 | 64.77 | |
| BayesianNN2026.05 | 0.16 | 3.11 | |
| QpiGNNLambda (λ)=0.12026.05 | 0.23 | 0.96 | |
| CF-GNN2026.05 | 0.72 | 0.81 | |
| CF-GNNOptimization Setting=opt.2026.05 | 0.76 | 0.98 |