CAD reconstruction from point clouds on Fusion360 (test)
0.17Chamfer Distancecadrille
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| cadrilleRL=Dr. CPPO, Train Data (SFT)=Rpi, Train Data (RL)=D-+F-2025.05 | 0.17 | 85 | 0.2 | |
| UniCAD-MLLMEvaluation Protocol=Zero-shot2026.06 | 0.18 | 84.3 | — | |
| CAD-RecodeRL=X, Train Data (SFT)=Rp, Train Data (RL)=X2025.05 | 0.19 | 79.1 | 5 | |
| cadrilleRL=X, Train Data (SFT)=Rpi, Train Data (RL)=X2025.05 | 0.19 | 79.8 | 2.8 | |
| cadrilleRL=DPO, Train Data (SFT)=Rpi, Train Data (RL)=D-+F-2025.05 | 0.19 | 80.9 | 1.3 | |
| CAD-RecodeEvaluation Protocol=Zero-shot2026.06 | 0.19 | 79.1 | — | |
| CadrilleEvaluation Protocol=Zero-shot2026.06 | 0.19 | 79.8 | — | |
| cadrilleRL=X, Train Data (SFT)=Rpi+Dpi, Train Data (RL)=X2025.05 | 0.22 | 76.5 | 2 | |
| CAD-SIGNetRL=X, Train Data (SFT)=Dp, Train Data (RL)=X2025.05 | 0.7 | 58.4 | 9.3 | |
| CAD-SIGNetEvaluation Protocol=Zero-shot2026.06 | 0.7 | 58.4 | — | |
| CAD-DiffuserEvaluation Protocol=Zero-shot2026.06 | 3.85 | 63.2 | — | |
| TransCADEvaluation Protocol=Zero-shot2026.06 | 33.4 | 60.2 | — | |
| HNC-CADEvaluation Protocol=Zero-shot2026.06 | 36.8 | 63.5 | — | |
| MultiCADEvaluation Protocol=Zero-shot2026.06 | 42.2 | — | — | |
| DeepCADEvaluation Protocol=Zero-shot2026.06 | 89.2 | 39.9 | — |