3D Object Reconstruction From A Single Image 1
Metrics
Chamfer (cm)
Point-to-surface distance (cm)
Surface normal consistency
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Chamfer (cm) | Point-to-surface distance (cm) | Surface normal consistency |
|---|---|---|---|
| pifuhd-multi-level-pixel-aligned-implicit | 1.73 | 1.63 | 0.133 |
| pifuhd-multi-level-pixel-aligned-implicit | 1.525 | 0.25 | 0.22 |
| arch-animation-ready-clothed-human | 0.61 | 0.58 | 0.03 |
| pifu-pixel-aligned-implicit-function-for-high | 1.14 | 1.15 | 0.0928 |
| arch-animatable-reconstruction-of-clothed | 0.87 | 0.82 | 0.04 |