PDE Solving on Anisotropic Diffusion long rollout
0.026Relative L2 ErrorDiffusionRollout
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiffusionRolloutSolver category=Diffusion-Based Neural Solvers2026.02 | 0.026 | 99.6 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=52026.02 | 0.027 | 99.5 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=62026.02 | 0.029 | 99.5 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=42026.02 | 0.031 | 99.4 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=32026.02 | 0.033 | 99.4 | |
| FNOSolver category=Regression-Based Neural Solvers2026.02 | 0.035 | 99.8 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=22026.02 | 0.04 | 99.3 | |
| PDE-RefinerSolver category=Diffusion-Based Neural Solvers, Rollout step size (s)=12026.02 | 0.048 | 99.2 | |
| FactFormerSolver category=Regression-Based Neural Solvers2026.02 | 0.25 | 63.2 | |
| TransolverSolver category=Regression-Based Neural Solvers2026.02 | 0.405 | 44.7 | |
| WDNOSolver category=Diffusion-Based Neural Solvers2026.02 | 1.152 | 0 |