PDE Solving on Nonlinear Darcy N_train=100 (OOD)
0.71Normalized L2 ErrorMEEC-Net
Evaluation results
| Method | Links | |
|---|---|---|
| MEEC-NetN_train=1002026.05 | 0.71 | |
| GNNN_train=1002026.05 | 26.51 | |
| Linear Attn.N_train=1002026.05 | 30.32 | |
| PointNetN_train=1002026.05 | 35.22 | |
| MGNN_train=1002026.05 | 36.08 | |
| Galerkin Attn.N_train=1002026.05 | 36.37 | |
| UPTN_train=1002026.05 | 45.44 | |
| TransolverN_train=1002026.05 | 48.39 |