Optimal Power Flow Prediction on OPFData 118-IEEE
0.28Average Constraint Violation Sij(+) (Scaled)FNN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FNNEvaluation mode=Zero-shot evaluation2025.10 | 0.28 | 0.06 | 6.86 | 1.53 | 0.47 | 0.47 | 2.61 | 0.67 | 0.28 | |
| CNNEvaluation mode=Zero-shot evaluation2025.10 | 1.57 | 1.18 | 0.15 | 5.6 | 1.17 | 1.16 | 3.71 | 1.28 | 0.01 | |
| HH-MPNNEvaluation mode=Zero-shot evaluation2025.10 | 11.12 | 11.35 | 3.04 | 13.75 | 2.44 | 2.45 | 4.39 | 1.89 | 0.05 | |
| GCNEvaluation mode=Zero-shot evaluation2025.10 | 477.1 | 478.7 | 225.1 | 310 | 4.98 | 5.01 | 8.33 | 5.62 | 9.94 |