3D Human Reconstruction On 4D Dress
Métriques
Chamfer (cm)
IoU
Normal Consistency
Résultats
Résultats de performance de divers modèles sur ce benchmark
Tableau comparatif
| Nom du modèle | Chamfer (cm) | IoU | Normal Consistency |
|---|---|---|---|
| selfrecon-self-reconstruction-your-digital | 3.180 | 0.754 | 0.729 |
| snarf-differentiable-forward-skinning-for | 1.158 | 0.907 | 0.843 |
| pamir-parametric-model-conditioned-implicit | 2.520 | 0.706 | 0.805 |
| pifu-pixel-aligned-implicit-function-for-high | 2.696 | 0.690 | 0.792 |
| pifuhd-multi-level-pixel-aligned-implicit | 2.393 | 0.743 | 0.763 |
| pamir-parametric-model-conditioned-implicit | 2.608 | 0.715 | 0.777 |
| scanimate-weakly-supervised-learning-of | 1.237 | 0.912 | 0.828 |
| econ-explicit-clothed-humans-obtained-from | 2.852 | 0.728 | 0.760 |
| vid2avatar-3d-avatar-reconstruction-from | 4.027 | 0.745 | 0.683 |
| snarf-differentiable-forward-skinning-for | 1.248 | 0.930 | 0.827 |
| icon-implicit-clothed-humans-obtained-from | 2.832 | 0.756 | 0.762 |
| econ-explicit-clothed-humans-obtained-from | 2.543 | 0.736 | 0.796 |
| sith-single-view-textured-human | 2.110 | 0.755 | 0.824 |
| icon-implicit-clothed-humans-obtained-from | 2.473 | 0.752 | 0.798 |
| selfrecon-self-reconstruction-your-digital | 3.014 | 0.787 | 0.725 |
| pifu-pixel-aligned-implicit-function-for-high | 2.783 | 0.697 | 0.759 |
| x-avatar-expressive-human-avatars | 1.177 | 0.946 | 0.841 |
| sith-single-view-textured-human | 2.322 | 0.749 | 0.794 |
| pifuhd-multi-level-pixel-aligned-implicit | 2.426 | 0.739 | 0.793 |
| scanimate-weakly-supervised-learning-of | 0.965 | 0.918 | 0.854 |
| vid2avatar-3d-avatar-reconstruction-from | 2.870 | 0.772 | 0.750 |
| x-avatar-expressive-human-avatars | 1.008 | 0.954 | 0.861 |