PDE Solving on Nonlinear Advection-Diffusion N_train=100 (OOD)
1.57Normalized L2 ErrorMEEC-Net
Evaluation results
| Method | Links | |
|---|---|---|
| MEEC-NetN_train=1002026.05 | 1.57 | |
| GNNN_train=1002026.05 | 40.96 | |
| PointNetN_train=1002026.05 | 45.95 | |
| MGNN_train=1002026.05 | 46.29 | |
| TransolverN_train=1002026.05 | 50.97 | |
| UPTN_train=1002026.05 | 51.89 | |
| Linear Attn.N_train=1002026.05 | 52.36 | |
| Galerkin Attn.N_train=1002026.05 | 58.02 |