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3D Hand Pose Estimation On Ho 3D V3

Metrics

AUC_J

AUC_V

F@15mm

F@5mm

PA-MPJPE

PA-MPVPE

Results

Performance results of various models on this benchmark

Model Name	AUC_J	AUC_V	F@15mm	F@5mm	PA-MPJPE	PA-MPVPE	Paper Title	Repository
ArtiBoost	0.785	0.792	0.946	0.507	10.8	10.4	ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis	-
HMP	-	-	-	-	10.1	-	HMP: Hand Motion Priors for Pose and Shape Estimation from Video	-
KPT-Transformer	0.785	-	-	-	10.9	-	Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation	-
Yu et al.	-	-	-	-	10.8	10.4	UV-Based 3D Hand-Object Reconstruction with Grasp Optimization	-
AMVUR	0.826	0.834	0.964	0.593	8.7	8.3	A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image	-
MaskHand	0.860	0.860	0.984	0.663	7.0	7.0	MaskHand: Generative Masked Modeling for Robust Hand Mesh Reconstruction in the Wild	-
S2HAND	0.769	0.778	0.932	0.448	11.5	11.1	Model-based 3D Hand Reconstruction via Self-Supervised Learning	-
Hamba	0.861	0.864	0.982	0.681	6.9	6.8	Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba	-

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3D Hand Pose Estimation On Ho 3D V3 | SOTA | HyperAI