3D PDE Prediction on ShapeNet Rotated Discrete O group (test)
0.1773Relative L2 ErrorEqGINO
Evaluation results
| Method | Links | |
|---|---|---|
| EqGINOGeneralization=Zero-Shot, G=4, K=402026.06 | 0.1773 | |
| T-EMNNGeneralization=Zero-Shot2026.06 | 0.1831 | |
| EqGINO*Generalization=Zero-Shot, G=2, K=322026.06 | 0.1878 | |
| EMNNGeneralization=Zero-Shot2026.06 | 0.2509 | |
| MeshGraphNetGeneralization=Zero-Shot2026.06 | 0.6291 | |
| EGNNGeneralization=Zero-Shot2026.06 | 0.707 | |
| Transolver*Generalization=Zero-Shot, Variant=SE(3)-equivariant2026.06 | 0.9295 | |
| PointDeepONetGeneralization=Zero-Shot2026.06 | 1.4337 | |
| PointNetGeneralization=Zero-Shot2026.06 | 1.4418 | |
| GINOGeneralization=Zero-Shot2026.06 | 1.495 | |
| TransolverGeneralization=Zero-Shot2026.06 | 1.6632 | |
| PointNet++Generalization=Zero-Shot2026.06 | 1.7209 |