| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| PDE Solving | Pipe Structured Mesh (test) | Relative L2 Error0.0023 | 38 | |
| Forward PDE solving | Pipe | Relative L2 Error0.0025 | 35 | |
| Operator Learning | Pipe Structured Mesh (test) | Relative L2 Error0.0031 | 15 | |
| Neural surrogate modeling | Pipe | NMAE1.3 | 5 | |
| Geometry-aware inference | Pipe (test) | Relative L2 Error0.0066 | 5 |