PDE Solving on Darcy N_train=100 (OOD)
0.57Normalized L2 ErrorMEEC-Net
Evaluation results
| Method | Links | |
|---|---|---|
| MEEC-NetN_train=1002026.05 | 0.57 | |
| MGNN_train=1002026.05 | 31.27 | |
| Linear Attn.N_train=1002026.05 | 33.79 | |
| PointNetN_train=1002026.05 | 34.86 | |
| GNNN_train=1002026.05 | 34.97 | |
| UPTN_train=1002026.05 | 42.5 | |
| Galerkin Attn.N_train=1002026.05 | 46.11 | |
| TransolverN_train=1002026.05 | 48.71 |