| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PDEbench Helmholtz | Deepseek-R1 | L2 Relative Error1.47 | 3 | 1mo ago | |
| 2D-Helmholtz equation alpha = 3.0 | Hyper-LR-PINN | Abs Error0.0153 | 2 | 1mo ago | |
| 2D-Helmholtz equation alpha = 2.5 a = 2.5 | Hyper-LR-PINN | Absolute Error0.0285 | 2 | 1mo ago | |
| 2D-Helmholtz equation a = 2.0 alpha = 2.0 | Hyper-LR-PINN | Absolute Error0.0137 | 2 | 1mo ago |