Shape-conditioned 3D object generation (geometric primitives) on ShapeNet Chair (test)
0.98CDSPACECONTROL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPACECONTROLtau_0=6, Conditioning=Geometric Primitives2025.12 | 0.98 | 0.3 | 146 | 34.06 | |
| SPICE-E-TFine-tuned=true, Conditioning=Geometric Primitives2025.12 | 5.92 | 0.31 | 135 | 39.22 | |
| Spice-EFine-tuned=true, Conditioning=Geometric Primitives2025.12 | 7.66 | 0.29 | 166 | 38.66 | |
| TRELLISModel Backbone=txt-DiT-XL, Spatial Guidance=None2025.12 | 14.7 | 0.31 | 129 | 40.82 | |
| Coin3DConditioning=Geometric Primitives2025.12 | 18.5 | 0.25 | 218 | 47.54 |