Partial Differential Equation Solving on 1D Advection
0.0001MSEFNO
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FNOParam=1.0, Step=25, MCL Integration=Model + MCL2026.02 | 0.0001 | 0.009 | 0.0104 | — | — | |
| FNOParam=1.0, Step=1, MCL Integration=Model + MCL2026.02 | 0.0001 | 0.0088 | 0.01 | — | — | |
| FNOParam=1.0, Step=25, MCL Integration=Model only2026.02 | 0.0002 | 0.0144 | 0.0162 | — | — | |
| FNOParam=1.0, Step=1, MCL Integration=Model only2026.02 | 0.0002 | 0.014 | 0.0155 | — | — | |
| GINOParam=1.0, Step=1, MCL Integration=Model + MCL2026.02 | 0.0012 | 0.0388 | 0.0459 | — | — | |
| GINOParam=1.0, Step=25, MCL Integration=Model + MCL2026.02 | 0.0013 | 0.0399 | 0.0469 | — | — | |
| GINOParam=1.0, Step=1, MCL Integration=Model only2026.02 | 0.0038 | 0.0746 | 0.089 | — | — | |
| GINOParam=1.0, Step=25, MCL Integration=Model only2026.02 | 0.0046 | 0.0814 | 0.0952 | — | — | |
| U-NOParam=1.0, Step=1, MCL Integration=Model + MCL2026.02 | 0.0127 | 0.1742 | 0.1789 | — | — | |
| U-NOParam=1.0, Step=1, MCL Integration=Model only2026.02 | 0.013 | 0.1893 | 0.1951 | — | — | |
| U-NOParam=1.0, Step=25, MCL Integration=Model + MCL2026.02 | 0.0193 | 0.1878 | 0.1898 | — | — | |
| U-NOParam=1.0, Step=25, MCL Integration=Model only2026.02 | 0.0427 | 0.2892 | 0.2907 | — | — | |
| EP-FNONumber of Parameters=71K2026.06 | — | — | — | 0.022 | 0.114 | |
| FNONumber of Parameters=71K2026.06 | — | — | — | 0.026 | 0.118 | |
| GENERIC-FNONumber of Parameters=47K2026.06 | — | — | — | 0.042 | 0.233 |