Part-level 3D generation on ShapeNet
0.088Chamfer Distance (CD)DreamPartGen
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DreamPartGen2026.03 | 0.088 | 0.451 | 86.3 | — | |
| PartCrafter2026.03 | 0.141 | 0.603 | 73.2 | — | |
| HoloPart2026.03 | 0.162 | 0.625 | 75.8 | — | |
| OursSegment Mask=×, Fixed Part Number=×2026.03 | 0.317 | — | 57.3 | 2.6 | |
| PartCrafterSegment Mask=×, Fixed Part Number=✓2026.03 | 0.321 | — | 56.7 | 2.9 | |
| HoloPartSegment Mask=✓, Fixed Part Number=✓2026.03 | 0.351 | — | 55 | 11.1 | |
| TripoSGSegment Mask=/, Fixed Part Number=/2026.03 | 0.375 | — | 50.5 | — | |
| DatasetSegment Mask=/, Fixed Part Number=/2026.03 | — | — | — | 18.3 |