PDE Solving on Helmholtz problem
410STPCAML
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CAMLBackbone=PirateNets2026.05 | 410 | 0.119 | |
| CAMLBackbone=MLP2026.05 | 1,004 | 0.0156 | |
| L∞-PINNBackbone=PirateNets2026.05 | 1,501 | 20 | |
| CAMLBackbone=PINNsFormer2026.05 | 1,659 | 0.091 | |
| DB-PINNBackbone=PirateNets2026.05 | 2,304 | 0.167 | |
| L∞-PINNBackbone=MLP2026.05 | 2,801 | 10.1 | |
| L∞-PINNBackbone=PINNsFormer2026.05 | 3,435 | 0.197 | |
| PINNBackbone=PirateNets2026.05 | 3,875 | 3.4 | |
| SA-PINNBackbone=PirateNets2026.05 | 4,598 | 0.644 | |
| DB-PINNBackbone=PINNsFormer2026.05 | 4,882 | 0.537 | |
| BRDRBackbone=PirateNets2026.05 | 5,831 | 0.681 | |
| SA-PINNBackbone=MLP2026.05 | 8,959 | 0.807 | |
| DB-PINNBackbone=MLP2026.05 | 11,005 | 1.22 | |
| BRDRBackbone=MLP2026.05 | 13,131 | 2.05 | |
| PINNBackbone=MLP2026.05 | 15,375 | 2.21 |