| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fault Detection | TEP | F1 Score96.6 | 46 | |
| Classification | TEP | Accuracy92 | 19 | |
| Forecasting | TEP | MAE0.437 | 10 | |
| Causal Discovery | TEP | SHD31.26 | 8 | |
| Time Series Regression | TEP | MSE1.76 | 6 | |
| Anomaly Detection | TEP | Average Precision93 | 5 | |
| Local Feature Importance explanation | TEP | Explanation Time (s)0.016 | 4 | |
| Importance Scoring | TEP 50% BW, 20K subsample | F1 Score81.1 | 3 | |
| Attack Detection | TEP DRL-Discovered Stealth Attack | F1 Score89 | 2 | |
| Attack Detection | TEP Data Replay Attack | F1 Score93 | 2 |