PDE Solving on PDEBench 1D Burgers
0.63Relative L2 ErrorOMNIARCH-L
Evaluation results
| Method | Links | |
|---|---|---|
| OMNIARCH-LTraining Paradigm=Unified pre-training, Model Scale=Large2026.03 | 0.63 | |
| OMNIARCH-BTraining Paradigm=Unified pre-training, Model Scale=Base2026.03 | 0.89 | |
| UNIFLUIDS-LTraining Paradigm=Unified pre-training, Model Scale=Large2026.03 | 1.01 | |
| UNIFLUIDS-XLTraining Paradigm=Unified pre-training, Model Scale=Extra Large2026.03 | 1.04 | |
| UNIFLUIDS-MTraining Paradigm=Unified pre-training, Model Scale=Medium2026.03 | 1.31 | |
| UNIFLUIDS-STraining Paradigm=Unified pre-training, Model Scale=Small2026.03 | 1.52 | |
| FNOTraining Paradigm=Task-specific2026.03 | 1.74 | |
| U-NETTraining Paradigm=Task-specific2026.03 | 32.01 | |
| PINNSTraining Paradigm=Task-specific2026.03 | 94.5 |