3D Multi Person Pose Estimation On Cmu

Metriken

Average MPJPE (mm)

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	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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