Operator learning on Darcy Flow 512x512 grid sub-sampled (test)
0.0065Relative L2 ErrorMWT Leg
Evaluation Results
| Method | Links | |
|---|---|---|
| MWT LegResolution (s)=5122021.09 | 0.0065 | |
| MWT LegResolution (s)=2562021.09 | 0.0072 | |
| MWT LegResolution (s)=1282021.09 | 0.0075 | |
| MWT ChbResolution (s)=1282021.09 | 0.0087 | |
| MWT ChbResolution (s)=5122021.09 | 0.0089 | |
| MWT ChbResolution (s)=2562021.09 | 0.0089 | |
| MWT LegResolution (s)=642021.09 | 0.009 | |
| FNOResolution (s)=5122021.09 | 0.0106 | |
| FNOResolution (s)=2562021.09 | 0.0107 | |
| MWT ChbResolution (s)=642021.09 | 0.0108 | |
| FNOResolution (s)=1282021.09 | 0.0111 | |
| FNOResolution (s)=642021.09 | 0.0121 | |
| MWT LegResolution (s)=322021.09 | 0.0152 | |
| MWT ChbResolution (s)=322021.09 | 0.0174 | |
| FNOResolution (s)=322021.09 | 0.0177 | |
| LNOResolution (s)=2562021.09 | 0.0428 | |
| LNOResolution (s)=1282021.09 | 0.0453 | |
| LNOResolution (s)=642021.09 | 0.0457 | |
| MGNOResolution (s)=322021.09 | 0.0501 | |
| MGNOResolution (s)=642021.09 | 0.0519 | |
| LNOResolution (s)=322021.09 | 0.0524 | |
| MGNOResolution (s)=2562021.09 | 0.0542 | |
| MGNOResolution (s)=1282021.09 | 0.0547 | |
| MWT RndResolution (s)=2562021.09 | 0.2431 | |
| MWT RndResolution (s)=5122021.09 | 0.2432 | |
| MWT RndResolution (s)=642021.09 | 0.2434 | |
| MWT RndResolution (s)=1282021.09 | 0.2434 | |
| MWT RndResolution (s)=322021.09 | 0.2435 |