Table 3 Area under curve values for RHD dataset, which are related to Fig. 5a.
From: Accurate 3D hand mesh recovery from a single RGB image
Method | Pose estimation | Shape estimation | Parametric models are not required | AUC Value | |
|---|---|---|---|---|---|
Requires 2D joint locations | GE et al. (CVPR, 2019)10 | ✓ | ✓ | ✓ | 0.92 |
Baek et al. (CVPR, 2019)43 | ✓ | ✓ | ✗ | 0.926 | |
Does not require 2D joint locations | Zimmermann et al. (ICCV, 2017)17 | ✓ | ✗ | ✓ | 0.675 |
Spurr et al. (CVPR, 2018)40 | ✓ | ✗ | ✓ | 0.849 | |
Cai et al. (ECCV, 2018)41 | ✓ | ✗ | ✓ | 0.887 | |
Zhang et al. (ICCV, 2019)8 | ✓ | ✓ | ✗ | 0.901 | |
Pemasiri et al. (BMVC, 2019)42 | ✓ | ✗ | ✓ | 0.911 | |
Yang et al. (ICCV, 2019)44 | ✓ | ✗ | ✓ | 0.943 | |
Kulon et al. (CVPR, 2020)9 | ✓ | ✓ | ✗ | 0.956 | |
Ours | ✓ | ✓ | ✓ | 0.946 |
