Unconditional mesh shape generation on Animal SMAL
5.75Error Rate (ER)ARAPDiffusion
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ARAPDiffusion2026.06 | 5.75 | 7.35 | 14.4 | 10.9 | |
| AlterDiffType=Ablation2026.06 | 5.77 | 7.34 | 14.3 | 10.8 | |
| GeoLatent2026.06 | 5.98 | 11.2 | 21.2 | 11.2 | |
| NoLaRegType=Ablation2026.06 | 6.03 | 7.71 | 15.3 | 11.1 | |
| BRESA2026.06 | 6.12 | 12.6 | 23.4 | 10.7 | |
| NoDeRegType=Ablation2026.06 | 6.16 | 7.99 | 16.1 | 11 | |
| NoRegType=Ablation2026.06 | 6.81 | 8.76 | 18.1 | 10.9 | |
| MeshConv2026.06 | 8.01 | 11.9 | 20.1 | 10.8 | |
| ARAPReg2026.06 | 9.68 | 12.5 | 22.5 | 10.9 | |
| FrameAve2026.06 | 12.5 | 10.6 | 20.2 | 11.1 | |
| COMA2026.06 | 14.5 | 13.2 | 23.2 | 12.9 | |
| SP-Disent.2026.06 | 15.2 | 14.3 | 26.1 | 15.3 | |
| 3DMM2026.06 | 17.3 | 13.6 | 24.7 | 11.1 |