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算力平台

3D Multi Person Pose Estimation On Cmu

评估指标

Average MPJPE (mm)

评测结果

各个模型在此基准测试上的表现结果

Paper Title
BMP135.4Body Meshes as Points
InstanceHMR126.1Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction
SMAP61.8SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation
VirtualPose58.9VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data
GR-M3D57.9Dynamic Graph Reasoning for Multi-person 3D Pose Estimation
DAS53.8Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation
HMOR51.6HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation
MVG50Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry
PIRN49.8Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation
IVT (f=5)48.4IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation
Light3DPose38.59Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views
QuickPose20.0QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes
VoxelTrack18.49VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild
Faster VoxelPose18.41Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection
VoxelPose17.68VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment
Geometry-Biased Transformer (HRNet)17.2Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction
PlaneSweepPose16.75Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo
MvP15.8Direct Multi-view Multi-person 3D Pose Estimation
PRGN15.68Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images
TesseTrack7.3TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking
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