Surface Normal Estimation on Synthetic Multi-view Video Dataset garden gnome
19.4Mean ErrorOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours2026.03 | 19.4 | 14.4 | 30 | |
| w/o Motion-Aware Appearanceablation=skip optimization of geometry and appearance2026.03 | 20.7 | 15.9 | 31.6 | |
| w/o Specularablation=ablate specular term2026.03 | 21.1 | 17 | 31.8 | |
| w/o Diffuseablation=ablate diffuse term2026.03 | 21.7 | 16.8 | 33.5 | |
| w/o Alternating Estimationablation=skip pose estimation2026.03 | 22.1 | 15.8 | 33.9 | |
| Single-Framemode=initialization process2026.03 | 22.9 | 16.5 | 35.2 | |
| DG-Mesh2026.03 | 26 | 22.3 | 38.6 |