PDE Solving on PDEBench 2D Shallow Water Equations
0.0014Relative L2 ErrorOMNIARCH-L
Evaluation results
| Method | Links | |
|---|---|---|
| OMNIARCH-LTraining Paradigm=Unified pre-training, Model Scale=Large2026.03 | 0.0014 | |
| OMNIARCH-BTraining Paradigm=Unified pre-training, Model Scale=Base2026.03 | 0.0016 | |
| DPOT-LTraining Paradigm=Unified pre-training, Model Scale=Large2026.03 | 0.002 | |
| MPP-LTraining Paradigm=Unified pre-training, Model Scale=Large2026.03 | 0.0022 | |
| UNIFLUIDS-XLTraining Paradigm=Unified pre-training, Model Scale=Extra Large2026.03 | 0.0024 | |
| UNIFLUIDS-LTraining Paradigm=Unified pre-training, Model Scale=Large2026.03 | 0.0031 | |
| UNIFLUIDS-MTraining Paradigm=Unified pre-training, Model Scale=Medium2026.03 | 0.0033 | |
| UNIFLUIDS-STraining Paradigm=Unified pre-training, Model Scale=Small2026.03 | 0.0037 | |
| FNOTraining Paradigm=Task-specific2026.03 | 0.0044 | |
| PINNSTraining Paradigm=Task-specific2026.03 | 0.017 | |
| U-NETTraining Paradigm=Task-specific2026.03 | 0.083 |