Short-term PDE solution prediction on 1d-KS beta=40 (val)
0.027Relative L2 Error (%)IS-FNOo
Evaluation results
| Method | Links | |
|---|---|---|
| IS-FNOoDimension=1D, Batch Size=5122025.12 | 0.027 | |
| kFNOoDimension=1D, Batch Size=5122025.12 | 0.043 | |
| kFNO*Dimension=1D, Batch Size=5122025.12 | 0.075 | |
| IS-FNO'Dimension=1D, Batch Size=5122025.12 | 0.2 | |
| IS-FNO*Dimension=1D, Batch Size=5122025.12 | 0.2 | |
| kFNO'Dimension=1D, Batch Size=5122025.12 | 0.23 | |
| FNODimension=1D, Batch Size=5122025.12 | 0.25 |