IEEE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| False Data Injection Attack (FDIA) Detection | IEEE 57-bus system | F1 Score99 | 20 | |
| False Data Injection Attack (FDIA) Detection | IEEE 14-bus system | F1-score56.2 | 20 | |
| Generative Modeling | IEEE 14-bus AC 68-dim (test) | W1 Distance0.0104 | 20 | |
| Conformal Prediction | 118_ieee (test) | PICP1 | 10 | |
| Power Flow Estimation | IEEE 39-Bus | RMSE0.0032 | 4 | |
| Power System Control | IEEE 30-bus | Cost22,237.34 | 3 | |
| Power System Control | IEEE 9-bus | Cost22,033.87 | 3 | |
| Anomaly Detection | IEEE 68-bus Step Attack | Precision93.6 | 3 | |
| ACOPF Optimization | 118-ieee (test) | Average Runtime (s)12.8 | 2 | |
| ACOPF Optimization | 57-ieee (test) | Average Runtime12.2 | 2 |
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