PDE solving on Poisson–Dirichlet
8.77Relative L2 ErrorQuadNorm
Evaluation Results
| Method | Links | |
|---|---|---|
| QuadNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 8.77 | |
| BlendQuadNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 8.95 | |
| BlendQuadNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 9.24 | |
| BlendQuadNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 9.47 | |
| QuadNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 9.99 | |
| NoneResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 10.54 | |
| NoneResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 11.05 | |
| QuadNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 11.21 | |
| LayerNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 11.41 | |
| NoneResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 11.56 | |
| LayerNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 11.8 | |
| LayerNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 12.14 |