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HyperAI超神经

3D Hand Pose Estimation On Dexycb

评估指标

Average MPJPE (mm)

MPVPE

PA-MPVPE

PA-VAUC

Procrustes-Aligned MPJPE

VAUC

评测结果

各个模型在此基准测试上的表现结果

							Paper Title	Repository
BMC	17.3	-	-	-	6.83	-	Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints	-
METRO	15.2	-	-	-	6.99	-	End-to-End Human Pose and Mesh Reconstruction with Transformers
SHO	15.2	-	-	-	6.58	-	Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time
MobRecon	14.2	13.1	5.6	88.9	6.40	76.1	MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image
H2ONet	14.0	13.0	5.5	89.1	5.70	76.2	H2ONet: Hand-Occlusion-and-Orientation-Aware Network for Real-Time 3D Hand Mesh Reconstruction	-
HandOccNet	14.0	13.1	5.5	89.0	5.80	76.6	HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network	-
SemGCN	13.2	12.4	5.4	-	5.6	-	3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario	-
HFLNet	12.6	11.6	5.2	89.6	5.47	77.6	Harmonious Feature Learning for Interactive Hand-Object Pose Estimation	-
SimpleHand	12.4	12.1	5.5	-	5.5	-	A Simple Baseline for Efficient Hand Mesh Reconstruction
MaskHand	11.7	11.2	4.9	-	5.0	-	MaskHand: Generative Masked Modeling for Robust Hand Mesh Reconstruction in the Wild	-
HOISDF	10.1	9.9	4.9	90.2	5.13	80.5	HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields

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3D Hand Pose Estimation On Dexycb | SOTA | HyperAI超神经