Predicting Single-Node Basin Stability (SNBS) on dataset100
88.35R^2 ScoreArmaNet
Evaluation Results
| Method | Links | |
|---|---|---|
| ArmaNetTraining Set=dataset1002022.06 | 88.35 | |
| TAGNetTraining Set=dataset1002022.06 | 88.32 | |
| SAGENetTraining Set=dataset1002022.06 | 75.44 | |
| GCNNetTraining Set=dataset1002022.06 | 75.19 | |
| ArmaNetTraining Set=dataset202022.06 | 67.12 | |
| TAGNetTraining Set=dataset202022.06 | 66.32 | |
| MLP1Training Set=dataset1002022.06 | 66.3 | |
| MLP2Training Set=dataset1002022.06 | 63.66 | |
| Ar-benchTraining Set=dataset1002022.06 | 60.67 | |
| GCNNetTraining Set=dataset202022.06 | 58.24 | |
| SAGENetTraining Set=dataset202022.06 | 52.3 | |
| Ar-benchTraining Set=dataset202022.06 | 36.75 | |
| linregTraining Set=dataset1002022.06 | 36.29 | |
| MLP2Training Set=dataset202022.06 | 33.09 | |
| MLP1Training Set=dataset202022.06 | 29.98 | |
| linregTraining Set=dataset202022.06 | 5.98 |