Operator Learning (Forward PDE Solver) on Radial Kernel Problem OOD1 (test)
6.35Operator Test ErrorNAO
Evaluation Results
| Method | Links | |
|---|---|---|
| NAO#param=10763, d=100, dk=102024.08 | 6.35 | |
| NAO#param=8763, d=50, dk=102024.08 | 7.19 | |
| NAO#param=7963, d=30, dk=102024.08 | 8.04 | |
| NAO#param=18843, d=302, dk=102024.08 | 8.1 | |
| NAO#param=30963, d=302, dk=202024.08 | 9.12 | |
| NAO#param=12783, d=302, dk=52024.08 | 9.23 | |
| Discrete-NAO#param=6446, d=50, dk=102024.08 | 10.31 | |
| Discrete-NAO#param=5646, d=30, dk=102024.08 | 11.31 | |
| Discrete-NAO#param=8446, d=100, dk=102024.08 | 14.92 | |
| Discrete-NAO#param=10465, d=302, dk=52024.08 | 15.8 | |
| Discrete-NAO#param=28645, d=302, dk=202024.08 | 18.7 | |
| Discrete-NAO#param=16526, d=302, dk=102024.08 | 25.81 | |
| Softmax-NAO#param=18843, d=302, dk=102024.08 | 66.06 | |
| NAO-u#param=18842, d=302, dk=102024.08 | 66.68 | |
| AFNO#param=19605, d=302, dk=102024.08 | 68.76 | |
| Autoencoder#param=16424, d=302, dk=102024.08 | 1,041.49 |