3D Multi Person Pose Estimation On Cmu

Métriques

Average MPJPE (mm)

Résultats

Résultats de performance de divers modèles sur ce benchmark

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

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