PDE Solving on PDEBench 1D Advection
0.28Relative L2 ErrorUNIFLUIDS-XL
Evaluation results
| Method | Links | |
|---|---|---|
| UNIFLUIDS-XLTraining Paradigm=Unified pre-training, Model Scale=Extra Large2026.03 | 0.28 | |
| UNIFLUIDS-LTraining Paradigm=Unified pre-training, Model Scale=Large2026.03 | 0.37 | |
| UNIFLUIDS-MTraining Paradigm=Unified pre-training, Model Scale=Medium2026.03 | 0.43 | |
| UNIFLUIDS-STraining Paradigm=Unified pre-training, Model Scale=Small2026.03 | 0.5 | |
| FNOTraining Paradigm=Task-specific2026.03 | 0.91 | |
| OMNIARCH-LTraining Paradigm=Unified pre-training, Model Scale=Large2026.03 | 1.82 | |
| OMNIARCH-BTraining Paradigm=Unified pre-training, Model Scale=Base2026.03 | 2.38 | |
| U-NETTraining Paradigm=Task-specific2026.03 | 77.6 | |
| PINNSTraining Paradigm=Task-specific2026.03 | 81.3 |