Short-term PDE solution prediction on 1d-KS beta=10 (train)
0.0002Rel L2 ErrorIS-FNOo
Evaluation results
| Method | Links | |
|---|---|---|
| IS-FNOoDimension=1D, Batch Size=5122025.12 | 0.0002 | |
| kFNOoDimension=1D, Batch Size=5122025.12 | 0.0004 | |
| kFNO*Dimension=1D, Batch Size=5122025.12 | 0.0008 | |
| IS-FNO'Dimension=1D, Batch Size=5122025.12 | 0.0009 | |
| IS-FNO*Dimension=1D, Batch Size=5122025.12 | 0.0011 | |
| kFNO'Dimension=1D, Batch Size=5122025.12 | 0.0016 | |
| FNODimension=1D, Batch Size=5122025.12 | 0.0022 |