PDE solving on Cavity flow
1.3Relative L2 ErrorBlendQuadNorm
Evaluation Results
| Method | Links | |
|---|---|---|
| BlendQuadNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 1.3 | |
| QuadNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 1.41 | |
| NoneResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 1.63 | |
| LayerNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 1.85 | |
| BlendQuadNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 2.32 | |
| NoneResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 2.89 | |
| BlendQuadNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 2.89 | |
| NoneResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 3.38 | |
| QuadNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 4.44 | |
| LayerNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 4.73 | |
| LayerNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 5.41 | |
| QuadNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.05 | 6.22 |