Spatial super-resolution on Burgers spatial super-resolution (test)
2.488NRMSEMFFM (cascade)
Evaluation Results
| Method | Links | |
|---|---|---|
| MFFM (cascade)Input=LF solution2026.05 | 2.488 | |
| FNO (residual)Input=LF solution2026.05 | 6.595 | |
| F-FNOInput=LF solution2026.05 | 8.879 | |
| FNO (direct)Input=xi2026.05 | 10.99 | |
| DeepONet (residual)Input=LF solution2026.05 | 12.69 | |
| CNOInput=LF solution2026.05 | 13.76 | |
| PDE-RefinerInput=LF solution2026.05 | 14.39 | |
| Bilinear2026.05 | 15.41 | |
| DeepONet (direct)Input=xi2026.05 | 62.91 |