PDE Solving on Canonical PDE Benchmark (test)
1.033Time per Sample (s)LinearAttentionNet
Evaluation Results
| Method | Links | |
|---|---|---|
| LinearAttentionNetresolution=canonical benchmark resolution2026.05 | 1.033 | |
| Transolverresolution=canonical benchmark resolution2026.05 | 1.375 | |
| MEEC-Netresolution=canonical benchmark resolution2026.05 | 1.783 | |
| UPTresolution=canonical benchmark resolution2026.05 | 1.833 | |
| PointNetFieldresolution=canonical benchmark resolution2026.05 | 1.938 | |
| DeepONetresolution=canonical benchmark resolution2026.05 | 3.035 | |
| GNNresolution=canonical benchmark resolution2026.05 | 8.858 | |
| GalerkinAttentionNetresolution=canonical benchmark resolution2026.05 | 8.888 | |
| MGNresolution=canonical benchmark resolution2026.05 | 9.214 |