3D PDE Prediction on DeepJEB Rotated Discrete O group (test)
0.1644Deflation Relative L2 ErrorEqGINO*
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EqGINO*Generalization=Zero-Shot, G=2, K=322026.06 | 0.1644 | 0.3877 | |
| EqGINOGeneralization=Zero-Shot, G=4, K=402026.06 | 0.171 | 0.3853 | |
| T-EMNNGeneralization=Zero-Shot2026.06 | 0.32 | 0.4204 | |
| Transolver*Generalization=Zero-Shot, Variant=SE(3)-equivariant2026.06 | 0.4192 | 0.5236 | |
| EMNNGeneralization=Zero-Shot2026.06 | 0.8028 | 0.6155 | |
| EGNNGeneralization=Zero-Shot2026.06 | 0.8423 | 0.5636 | |
| TransolverGeneralization=Zero-Shot2026.06 | 1.5885 | 1.0422 | |
| GINOGeneralization=Zero-Shot2026.06 | 2.3194 | 1.1266 | |
| PointNet++Generalization=Zero-Shot2026.06 | 2.7154 | 1.3535 | |
| PointNetGeneralization=Zero-Shot2026.06 | 4.5059 | 1.3424 | |
| PointDeepONetGeneralization=Zero-Shot2026.06 | 5.2359 | 1.3851 | |
| MeshGraphNetGeneralization=Zero-Shot2026.06 | 8.5468 | 2.0466 |