Spatial super-resolution on Darcy spatial super-resolution (test)
0.0583NRMSEF-FNO
Evaluation Results
| Method | Links | |
|---|---|---|
| F-FNOInput=LF solution2026.05 | 0.0583 | |
| MFFM (cascade)Input=LF solution2026.05 | 0.062 | |
| DeepONet (residual)Input=LF solution2026.05 | 0.066 | |
| FNO (residual)Input=LF solution2026.05 | 0.0705 | |
| Bilinear2026.05 | 0.0862 | |
| PDE-RefinerInput=LF solution2026.05 | 0.0926 | |
| FNO (direct)Input=xi2026.05 | 0.1994 | |
| DeepONet (direct)Input=xi2026.05 | 0.2467 | |
| CNOInput=LF solution2026.05 | 0.809 |