3D CAD Generation on GuideCAD (test)
0.0018Median Chamfer Distance (CD)GuideCAD
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GuideCADfine-tuned=true2026.06 | 0.0018 | 96.89 | 86.09 | 94.87 | 94.12 | 0.0126 | 83.93 | 0.0114 | 0.0149 | 5.27 | |
| GuideCAD2026.06 | 0.0021 | 94.52 | 78.11 | 91.79 | 90.57 | 0.0177 | 83.43 | 0.0116 | 0.015 | 7.62 | |
| GuideCAD w/o Pvariant=without P2026.06 | 0.0024 | 93.67 | 73.49 | 90.67 | 88.5 | 0.0246 | 81.07 | 0.0126 | 0.0157 | 8.97 | |
| DeepCADadapted to training and inference process=true2026.06 | 0.0058 | 89.96 | 60.59 | 84.35 | 81.1 | 0.0837 | 79.23 | 0.0141 | 0.0187 | 16.11 | |
| OpenECAD2026.06 | 0.0096 | — | — | — | — | 0.0529 | 51.06 | 0.0234 | 0.0255 | 12.22 |