3D Multi Person Pose Estimation On Cmu

Metrics

Average MPJPE (mm)

Results

Performance results of various models on this benchmark

		Paper Title	Repository
BMP	135.4	Body Meshes as Points
InstanceHMR	126.1	Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction	-
SMAP	61.8	SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation
VirtualPose	58.9	VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data
GR-M3D	57.9	Dynamic Graph Reasoning for Multi-person 3D Pose Estimation	-
DAS	53.8	Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation
HMOR	51.6	HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation	-
MVG	50	Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry
PIRN	49.8	Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation	-
IVT (f=5)	48.4	IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation	-
Light3DPose	38.59	Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views	-
QuickPose	20.0	QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes	-
VoxelTrack	18.49	VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild	-
Faster VoxelPose	18.41	Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection
VoxelPose	17.68	VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment
Geometry-Biased Transformer (HRNet)	17.2	Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction	-
PlaneSweepPose	16.75	Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo
MvP	15.8	Direct Multi-view Multi-person 3D Pose Estimation
PRGN	15.68	Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images
TesseTrack	7.3	TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking	-

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3D Multi Person Pose Estimation On Cmu

Metrics

Results