PDEArena
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Operator Learning | PDEArena NS-cond | L2RE0.152 | 25 | |
| Operator Learning | PDEArena NS | L2RE2.36 | 25 | |
| PDE Reconstruction | PDEArena Navier-Stokes | L2 Reconstruction Error (L2RE)5.82 | 7 | |
| PDE Reconstruction | PDEArena Navier-Stokes Compressible (PA-NSC) | L2 Relative Error (L2RE)0.0527 | 5 | |
| Long-term Rollout Prediction | PDEArena Navier-Stokes (PA-NS) | L2RE Step 10.0745 | 4 | |
| Navier-Stokes Simulation | PDEArena v1.0 (test) | L2 Reconstruction Error (NS)0.0637 | 2 | |
| PDE Reconstruction | PDEArena Shallow Water Equations | L2RE0.1039 | 2 |
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