Optimal Power Flow Prediction on OPFData 30-IEEE
0Average Constraint Violation Sij(+)FNN
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FNNEvaluation mode=Zero-shot evaluation2025.10 | 0 | 0 | 0.56 | 0.65 | 0 | 0 | 0.21 | 0.08 | 36 | |
| HH-MPNNEvaluation mode=Zero-shot evaluation2025.10 | 0.25 | 0 | 0.19 | 0.62 | 0.04 | 0 | 0.32 | 0.12 | 13 | |
| CNNEvaluation mode=Zero-shot evaluation2025.10 | 4.42 | 0.05 | 0.14 | 1.14 | 0 | 0 | 0.27 | 0.1 | 6 | |
| GCNEvaluation mode=Zero-shot evaluation2025.10 | 226.5 | 217.7 | 8.53 | 36.29 | 0.92 | 0.88 | 1.89 | 0.84 | 61 |