Mesh-based physics prediction on Nonlinear Shallow-Water-Style Dynamics Resolution transfer (test)
1.5One-step MSEMGN-HP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MGN-HPresolution_transfer=32x32 -> 64x642026.05 | 1.5 | 5.8 | 5.6 | |
| FNOresolution_transfer=32x32 -> 64x642026.05 | 3.2 | 100 | 100 | |
| MeshFT-Netresolution_transfer=32x32 -> 64x642026.05 | 7 | 5.1 | 2.9 | |
| MGNresolution_transfer=32x32 -> 64x642026.05 | 8.6 | 5.3 | 3.4 | |
| PI-MGNresolution_transfer=32x32 -> 64x642026.05 | 8.6 | 100 | 100 | |
| HNNresolution_transfer=32x32 -> 64x642026.05 | 8.6 | 3.6 | 2 | |
| GraphCONresolution_transfer=32x32 -> 64x642026.05 | 8.9 | 3.2 | 7.1 |