Operator Learning (Forward PDE Solver) on Radial Kernel Problem ID (test)
1.07Operator Test Error (%)NAO
Evaluation Results
| Method | Links | |
|---|---|---|
| NAO#param=10763, d=100, dk=102024.08 | 1.07 | |
| Discrete-NAO#param=16526, d=302, dk=102024.08 | 1.33 | |
| NAO#param=30963, d=302, dk=202024.08 | 1.33 | |
| Discrete-NAO#param=28645, d=302, dk=202024.08 | 1.35 | |
| NAO#param=18843, d=302, dk=102024.08 | 1.48 | |
| NAO#param=8763, d=50, dk=102024.08 | 1.56 | |
| Discrete-NAO#param=10465, d=302, dk=52024.08 | 1.63 | |
| Discrete-NAO#param=8446, d=100, dk=102024.08 | 1.73 | |
| Discrete-NAO#param=6446, d=50, dk=102024.08 | 2.29 | |
| NAO#param=12783, d=302, dk=52024.08 | 2.34 | |
| NAO#param=7963, d=30, dk=102024.08 | 2.94 | |
| Discrete-NAO#param=5646, d=30, dk=102024.08 | 5.6 | |
| Autoencoder#param=16424, d=302, dk=102024.08 | 12.97 | |
| Softmax-NAO#param=18843, d=302, dk=102024.08 | 13.45 | |
| NAO-u#param=18842, d=302, dk=102024.08 | 13.68 | |
| AFNO#param=19605, d=302, dk=102024.08 | 22.62 |