PDE Solving on Dataset C Out-of-distribution 1.0 (test)
2.63Relative L2 ErrorProjection
Evaluation Results
| Method | Links | |
|---|---|---|
| Projection2024.06 | 2.63 | |
| Galerkin2024.06 | 2.76 | |
| POD-Galerkin2024.06 | 4.38 | |
| Preconditioned model NGOParameters=283872024.06 | 6.68 | |
| Preconditioned data-free NGOParameters=283872024.06 | 6.73 | |
| Data NGOParameters=279812024.06 | 12.07 | |
| Model NGOParameters=283872024.06 | 12.94 | |
| VarMiONParameters=312832024.06 | 20.53 | |
| U-NetParameters=302212024.06 | 340.8 | |
| FNOParameters=289752024.06 | 373.59 | |
| CNOParameters=281092024.06 | 774.59 | |
| RINOParameters=312242024.06 | 38,483.79 | |
| DeepONetParameters=312242024.06 | 80,380.83 |