Forward PDE solving on HYCOM
23.43Relative L2 ErrorSpatio-Temporal MeanFlow
Evaluation results
| Method | Links | |
|---|---|---|
| Spatio-Temporal MeanFlowSolver Category=Ours2026.05 | 23.43 | |
| PINOSolver Category=Neural operator2026.05 | 23.79 | |
| FNOSolver Category=Neural operator2026.05 | 24.08 | |
| PINNSolver Category=Physics-informed coordinate-based2026.05 | 28.12 | |
| Rectified FlowSolver Category=Generative PDE2026.05 | 31.8 | |
| CFOSolver Category=Neural operator2026.05 | 32.75 | |
| I-PINNSolver Category=Physics-informed coordinate-based2026.05 | 33.05 | |
| DeepONetSolver Category=Neural operator2026.05 | 34.23 | |
| PBFMSolver Category=Generative PDE2026.05 | 83.86 | |
| DiffusionPDESolver Category=Generative PDE2026.05 | 180.89 |