Spherical parameterization on ShapeNet (test)
1.503Mean σt DistortionSMAT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SMATrun-time=∼ 2 min2026.07 | 1.503 | 3.392 | 1.049 | 5.122 | |
| AHSPrun-time=∼ 32 sec2026.07 | 1.578 | 2.349 | 1.232 | 6.006 | |
| GenSPrun-time=< 1 sec2026.07 | 1.681 | 7.719 | 1.212 | 1.425 | |
| GenSP (Matching sphere directly)Ablation=No-GP2026.07 | 1.866 | 23.228 | 1.214 | 1.613 | |
| GenSP (Without regularization losses)Ablation=No-GR2026.07 | 2.296 | 271.26 | 1.627 | 1.74 | |
| GenSP (No data augmentation)Ablation=No-DA2026.07 | 2.326 | 614.14 | 1.443 | 3.164 | |
| VC25run-time=∼ 5 min2026.07 | 12.52 | 216.7 | 6.892 | 6.573 | |
| CMCFrun-time=∼ 5 min2026.07 | 24.22 | 1.13 | 1.029 | 1.626 | |
| ARAPrun-time=∼ 6 min2026.07 | 177.19 | 1.219 | 1.029 | 1.608 |