Global field reconstruction on Pollution Synthetic PDE
0.4326RMSEFourier-MLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fourier-MLP2025.10 | 0.4326 | 0.0986 | |
| SVGP2025.10 | 0.4349 | 0.0821 | |
| FieldFormer2025.10 | 0.4359 | 0.0831 | |
| Senseiver2025.10 | 0.4429 | 0.0924 | |
| ImputeFormer2025.10 | 0.4482 | 0.1103 | |
| SIREN2025.10 | 0.4556 | 0.1256 | |
| SIREN-PINN2025.10 | 0.4598 | 0.122 | |
| Fourier-MLP-PINN2025.10 | 0.4652 | 0.1314 | |
| RecFNO2025.10 | 0.5676 | 0.1684 |