Short-term PDE solution prediction on 1d-KDV (val)
0.0005Relative L2 ErrorIS-FNOo
Evaluation results
| Method | Links | |
|---|---|---|
| IS-FNOoDimension=1D, Batch Size=5122025.12 | 0.0005 | |
| IS-FNO*Dimension=1D, Batch Size=5122025.12 | 0.0007 | |
| kFNOoDimension=1D, Batch Size=5122025.12 | 0.0007 | |
| IS-FNO'Dimension=1D, Batch Size=5122025.12 | 0.0009 | |
| kFNO*Dimension=1D, Batch Size=5122025.12 | 0.0011 | |
| IS-FNO'κDimension=1D, Batch Size=5122025.12 | 0.0012 | |
| kFNO'Dimension=1D, Batch Size=5122025.12 | 0.0013 | |
| FNODimension=1D, Batch Size=5122025.12 | 0.0014 | |
| IS-FNO'κ3Dimension=1D, Batch Size=5122025.12 | 0.0016 |