PDE Solving on Turbulent Flow long rollout
0.307Rel L2 ErrorDiffusionRollout
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiffusionRolloutSolver category=Diffusion-Based Neural Solvers2026.02 | 0.307 | 0.926 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=22026.02 | 0.321 | 0.8 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=32026.02 | 0.322 | 0.791 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=42026.02 | 0.322 | 0.833 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=52026.02 | 0.322 | 0.919 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=62026.02 | 0.323 | 0.809 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=12026.02 | 0.33 | 0.799 | |
| TransolverSolver category=Regression-Based Neural Solvers2026.02 | 0.336 | 0.773 | |
| FactFormerSolver category=Regression-Based Neural Solvers2026.02 | 0.344 | 0.744 | |
| FNOSolver category=Regression-Based Neural Solvers2026.02 | 0.419 | 0.526 | |
| WDNOSolver category=Diffusion-Based Neural Solvers2026.02 | 0.843 | 0 |