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Human Mesh Recovery

Estimate 3D body mesh from images

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–10 of 109 papers

Title	Date	Tasks	Status	Hype
Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset	Jan 9, 2025	Human Mesh RecoveryMotion Generation	CodeCode Available	4
PromptHMR: Promptable Human Mesh Recovery	Apr 8, 2025	3D Human Pose EstimationHuman Mesh Recovery	CodeCode Available	3
Humans in 4D: Reconstructing and Tracking Humans with Transformers	May 31, 2023	3D Human Pose EstimationAction Recognition	CodeCode Available	3
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation	Apr 25, 2024	3D Human Pose EstimationHuman Mesh Recovery	CodeCode Available	3
Score-Guided Diffusion for 3D Human Recovery	Mar 14, 2024	DenoisingHuman Mesh Recovery	CodeCode Available	3
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot	Feb 22, 2024	3D Human Pose Estimation3D Human Reconstruction	CodeCode Available	3
Deep learning for 3D human pose estimation and mesh recovery: A survey	Feb 29, 2024	3D Human Pose EstimationAutonomous Driving	CodeCode Available	2
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images	Jul 13, 2022	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	2
Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset	Jul 3, 2023	Human Mesh RecoveryMotion Generation	CodeCode Available	2
Hulk: A Universal Knowledge Translator for Human-Centric Tasks	Dec 4, 2023	3D Human Pose EstimationAction Recognition	CodeCode Available	2

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BEDLAM-CLIFF	PVE-All	94.6	—	Unverified
2	BEDLAM-CLIFF+	PVE-All	87.6	—	Unverified
3	Multi-HMR	PVE-All	76.8	—	Unverified