Learning PDEs on Helmholtz 2D a=10
0Relative L2 ErrorHermite-NGP
Evaluation results
| Method | Links | |
|---|---|---|
| Hermite-NGPModel Scale=Compact (Larger)2026.05 | 0 | |
| Hermite-NGPModel Scale=Small2026.05 | 0.0001 | |
| PirateNet2026.05 | 0.0004 | |
| JAX-PI2026.05 | 0.0006 | |
| PIG2026.05 | 0.0007 | |
| INGP-FD2026.05 | 0.0017 | |
| SPINN2026.05 | 0.0055 | |
| ∂∞-Grid2026.05 | 0.0061 | |
| PIXEL2026.05 | 0.0347 | |
| SIREN2026.05 | 0.0667 | |
| Cubic I-NGP2026.05 | 2.47 | |
| Hermite-NGP2026.05 | 3.35 | |
| INGP-FD2026.05 | 3.66 | |
| ∂∞-Grid2026.05 | 6.07 | |
| SIREN2026.05 | 6.67 |