3D vehicle aerodynamic shape optimization on DrivAerNet++
0.2607Pred Drag3DID
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 3DIDTopology Refinement=Enabled2025.12 | 0.2607 | 0.3536 | 1.1709 | 43 | |
| 3DID-NoTopoRefineTopology Refinement=Disabled2025.12 | 0.2623 | 0.3766 | 0.9195 | 69.5 | |
| CEMRepresentation=Voxel2025.12 | 0.2951 | 0.4097 | 0.9792 | 43.5 | |
| BackpropRepresentation=Voxel2025.12 | 0.2979 | 0.4146 | 0.986 | 47.5 | |
| GPRepresentation=Voxel2025.12 | 0.2997 | 0.4254 | 1.0399 | 52 | |
| GPRepresentation=Voxel+PCA2025.12 | 0.3059 | 0.4363 | 0.9734 | 58.5 | |
| BackpropRepresentation=Voxel+PCA2025.12 | 0.3061 | 0.4614 | 0.9798 | 49.5 | |
| CEMRepresentation=Voxel+PCA2025.12 | 0.3088 | 0.4393 | 0.9864 | 51 | |
| BackpropRepresentation=TripNet2025.12 | 0.3153 | 0.417 | 1.0294 | 59 | |
| CEMRepresentation=TripNet2025.12 | 0.3154 | 0.4161 | 1.0399 | 60.5 |