PDE Solving on Darcy Regular Grid (test)
0.0042Relative L2 ErrorCATO
Evaluation Results
| Method | Links | |
|---|---|---|
| CATO2026.05 | 0.0042 | |
| LRSADiscretization=Regular Grid2026.04 | 0.0043 | |
| HPMDiscretization=Regular Grid2026.04 | 0.0046 | |
| D-SENOTraining time per epoch (s)=0.932026.01 | 0.0048 | |
| SAOTreproduced=true2026.05 | 0.0049 | |
| LinearNODiscretization=Regular Grid2026.04 | 0.005 | |
| TransolverDiscretization=Regular Grid2026.04 | 0.0055 | |
| Transolver++Discretization=Regular Grid2026.04 | 0.0056 | |
| TransolverTraining time per epoch (s)=18.472026.01 | 0.0057 | |
| Transolverreproduced=true2026.05 | 0.0058 | |
| LNODiscretization=Regular Grid2026.04 | 0.0063 | |
| LSM2026.01 | 0.0065 | |
| LSMDiscretization=Regular Grid2026.04 | 0.0065 | |
| LSM2026.05 | 0.0065 | |
| FNO+Training time per epoch (s)=1.12026.01 | 0.007 | |
| ONO2026.01 | 0.0076 | |
| ONO2026.05 | 0.0076 | |
| F-FNO2026.01 | 0.0077 | |
| F-FNODiscretization=Regular Grid2026.04 | 0.0077 | |
| F-FNO2026.05 | 0.0077 | |
| HT-Net2026.01 | 0.0079 | |
| HT-Net2026.05 | 0.0079 | |
| WMT2026.01 | 0.0082 | |
| WMT2026.05 | 0.0082 | |
| Galerkin2026.01 | 0.0084 | |
| Galerkin2026.05 | 0.0084 | |
| GNOT2026.01 | 0.0105 | |
| GNOT2026.05 | 0.0105 | |
| FNO2026.01 | 0.0108 | |
| geo-FNO2026.01 | 0.0108 | |
| FNO2026.05 | 0.0108 | |
| GEO-FNO2026.05 | 0.0108 | |
| FactFormer2026.01 | 0.0109 | |
| FactFormer2026.05 | 0.0109 | |
| U-NO2026.01 | 0.0113 | |
| U-NO2026.05 | 0.0113 | |
| OFormer2026.01 | 0.0124 | |
| OFormer2026.05 | 0.0124 | |
| FNODiscretization=Regular Grid2026.04 | 0.018 | |
| U-FNO2026.01 | 0.0183 | |
| U-FNO2026.05 | 0.0183 |