3D Shape Generation on ShapeNet Chair
72.141-NN Accuracy (CD)S-LION
Evaluation results
| Method | Links | ||
|---|---|---|---|
| S-LIONsymmetry_aware=true2025.12 | 72.14 | 68.92 | |
| ShapeGFST (s)=0.342025.09 | 68.96 | 65.48 | |
| 1-GANST (s)=0.032025.09 | 68.58 | 83.84 | |
| PointFlowST (s)=0.272025.09 | 62.84 | 60.57 | |
| DPF-NetST (s)=0.332025.09 | 62 | 58.53 | |
| PVD-DDIMST (s)=3.15, N=1002025.09 | 61.54 | 57.73 | |
| S-PVDsymmetry_aware=true2025.12 | 60.9 | 57.91 | |
| DPMST (s)=22.82025.09 | 60.05 | 74.77 | |
| SoftFlowST (s)=0.122025.09 | 59.21 | 60.05 | |
| PSFST (s)=0.042025.09 | 58.92 | 54.45 | |
| SetVAEST (s)=0.032025.09 | 58.76 | 61.48 | |
| OT-MF3DST (s)=<0.04, N=12025.09 | 57.77 | 52.79 | |
| PVD2025.12 | 56.26 | 53.32 | |
| PVDST (s)=29.9, N=10002025.09 | 56.26 | 53.32 | |
| NSOTN=10002025.09 | 55.51 | 57.63 | |
| ConTiCoM-3DST (s)=0.22, N=12025.09 | 54.3 | 50.52 | |
| LION2025.12 | 53.7 | 52.34 | |
| LIONST (s)=27.09, N=10002025.09 | 53.7 | 53.41 |