Surface Normal Estimation on Synthetic Multi-view Video Dataset Average
14.8Mean ErrorOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours2026.03 | 14.8 | 10.5 | 20.2 | |
| w/o Alternating Estimationablation=skip pose estimation2026.03 | 15.5 | 10.9 | 21.1 | |
| w/o Motion-Aware Appearanceablation=skip optimization of geometry and appearance2026.03 | 15.7 | 11.2 | 22 | |
| w/o Specularablation=ablate specular term2026.03 | 16.1 | 12.1 | 21.8 | |
| w/o Diffuseablation=ablate diffuse term2026.03 | 16.4 | 12.2 | 22.5 | |
| Single-Framemode=initialization process2026.03 | 18.5 | 13.4 | 26 | |
| DG-Mesh2026.03 | 28.4 | 24.7 | 41.6 |