3D PDE Simulation on DeepJEB In-Distribution (Canonical)
0.1113Deflation Relative L2 ErrorGINO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GINO2026.06 | 0.1113 | 0.4026 | |
| Transolvervariant=vanilla2026.06 | 0.1615 | 0.3735 | |
| EqGINO*G=2, K=322026.06 | 0.1644 | 0.3877 | |
| EqGINOG=4, K=402026.06 | 0.171 | 0.3853 | |
| PointNet2026.06 | 0.1738 | 0.3864 | |
| PointDeepONet2026.06 | 0.187 | 0.5221 | |
| PointNet++2026.06 | 0.2028 | 0.4296 | |
| T-EMNN2026.06 | 0.32 | 0.4204 | |
| MeshGraphNet2026.06 | 0.4147 | 0.5088 | |
| Transolver*variant=SE(3)-equivariant2026.06 | 0.4192 | 0.5236 | |
| EMNN2026.06 | 0.8028 | 0.6155 | |
| EGNN2026.06 | 0.8423 | 0.5636 |