| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Policy Learning | Case 1 simulation | UF0.027 | 9 | |
| Urban Cable Routing | Case-1 | Mean Cost (Million CNY)2,481.42 | 7 | |
| Numerical Simulation | Case 1 Classic Design (Sinusoidal Input) | Computational Time (s)0.107 | 3 | |
| Global error metrics prediction | Case 1 (full-state train) | Mean RMSE2.4625 | 2 | |
| Reduced-Order Modeling | Case 1 Rich (train) | Metric- | 0 |