Global field reconstruction on SWE Synthetic PDE
0.1799RMSESIREN-PINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SIREN-PINN2025.10 | 0.1799 | 0.131 | |
| Fourier-MLP-PINN2025.10 | 0.18 | 0.1311 | |
| SVGP2025.10 | 0.18 | 0.1311 | |
| Fourier-MLP2025.10 | 0.1807 | 0.1319 | |
| ImputeFormer2025.10 | 0.1816 | 0.1321 | |
| Senseiver2025.10 | 0.1867 | 0.1364 | |
| RecFNO2025.10 | 0.1985 | 0.15 | |
| FieldFormer2025.10 | 0.2015 | 0.1465 | |
| SIREN2025.10 | 0.6818 | 0.473 |