Aerodynamic Prediction on AirfRANS (Unseen Angles)
0.6525CLMeshGraphNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MeshGraphNet2025.12 | 0.6525 | 0.8927 | |
| PointNet2025.12 | 0.4425 | 0.9784 | |
| Simple MLP2025.12 | 0.4128 | 0.9572 | |
| Galerkin2025.12 | 0.3814 | 0.9821 | |
| Graph U-Net2025.12 | 0.3756 | 0.9816 | |
| GNOT2025.12 | 0.3497 | 0.9868 | |
| GNO2025.12 | 0.3038 | 0.9884 | |
| SAOT2025.12 | 0.2925 | 0.9888 | |
| GINO2025.12 | 0.2583 | 0.9923 | |
| GraphSAGE2025.12 | 0.2538 | 0.9894 | |
| PGOT2025.12 | 0.1742 | 0.9952 | |
| Transolver2025.12 | 0.1503 | 0.9948 |