Predicting Single-Node Basin Stability (SNBS) on Texan power grid
83.31R^2 ScoreTAGNet
Evaluation results
| Method | Links | |
|---|---|---|
| TAGNetTraining Set=dataset1002022.06 | 83.31 | |
| ArmaNetTraining Set=dataset1002022.06 | 63.95 | |
| TAGNetTraining Set=dataset202022.06 | 58.43 | |
| Ar-benchTraining Set=dataset1002022.06 | 58.36 | |
| SAGENetTraining Set=dataset1002022.06 | 54.38 | |
| ArmaNetTraining Set=dataset202022.06 | 52.5 | |
| GCNNetTraining Set=dataset202022.06 | 50.17 | |
| GCNNetTraining Set=dataset1002022.06 | 48.56 | |
| Ar-benchTraining Set=dataset202022.06 | 46.74 | |
| SAGENetTraining Set=dataset202022.06 | 33.45 | |
| MLP2Training Set=dataset1002022.06 | 19.58 | |
| MLP2Training Set=dataset202022.06 | -4.62 | |
| MLP1Training Set=dataset1002022.06 | -5.13 | |
| linregTraining Set=dataset202022.06 | -11.44 | |
| MLP1Training Set=dataset202022.06 | -13.22 | |
| linregTraining Set=dataset1002022.06 | -22.63 |