SOTAVerified

3D Multi-Person Pose Estimation

This task aims to solve root-relative 3D multi-person pose estimation. No human bounding box and root joint coordinate groundtruth are used in testing time.

( Image credit: RootNet )

Papers

Showing 2650 of 62 papers

TitleStatusHype
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual DataCode1
Instance-aware Contrastive Learning for Occluded Human Mesh ReconstructionCode1
Iterative Greedy Matching for 3D Human Pose Tracking from Multiple ViewsCode1
Three Recipes for Better 3D Pseudo-GTs of 3D Human Mesh Estimation in the WildCode1
Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPSCode1
Real-time, low-cost multi-person 3D pose estimation0
3D Pictorial Structures for Multiple Human Pose Estimation0
3D Pictorial Structures Revisited: Multiple Human Pose Estimation0
A Benchmark for Gait Recognition under Occlusion Collected by Multi-Kinect SDAS0
AnimePose: Multi-person 3D pose estimation and animation0
A Unified Multi-view Multi-person Tracking Framework0
Single-shot 3D multi-person pose estimation in complex images0
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation0
End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation0
Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction0
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation0
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation0
Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views0
Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras0
MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose0
Multi-person Physics-based Pose Estimation for Combat Sports0
Multiple human 3d pose estimation from multiview images0
Multiple human pose estimation with temporally consistent 3d pictorial structures0
Mutual Adaptive Reasoning for Monocular 3D Multi-Person Pose Estimation0
Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation0
Show:102550
← PrevPage 2 of 3Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RapidPoseTriangulation (with corrected labels)PCP3D100Unverified
2Feiz et al. (Kinematics)PCP3D98.6Unverified
3Zhang et al.PCP3D98.1Unverified
4QuickPosePCP3D98.1Unverified
5TesseTrack (correct)PCP3D97.9Unverified
6PlaneSweepPosePCP3D97.9Unverified
7PRGNPCP3D97.7Unverified
8UTTMPCP3D97.7Unverified
94D Association PosePCP3D97.6Unverified
10Faster VoxelPosePCP3D97.6Unverified
#ModelMetricClaimedVerifiedStatus
1BMPAverage MPJPE (mm)135.4Unverified
2InstanceHMRAverage MPJPE (mm)126.1Unverified
3SMAPAverage MPJPE (mm)61.8Unverified
4VirtualPoseAverage MPJPE (mm)58.9Unverified
5GR-M3DAverage MPJPE (mm)57.9Unverified
6DASAverage MPJPE (mm)53.8Unverified
7HMORAverage MPJPE (mm)51.6Unverified
8MVGAverage MPJPE (mm)50Unverified
9PIRNAverage MPJPE (mm)49.8Unverified
10IVT (f=5)Average MPJPE (mm)48.4Unverified
#ModelMetricClaimedVerifiedStatus
1TesseTrackPCP3D97.4Unverified
2PlaneSweepPosePCP3D97Unverified
3UMMTPCP3D97Unverified
4SmartEdgeSensorPCP3D97Unverified
5Faster VoxelPosePCP3D96.9Unverified
6Part-aware PosePCP3D96.79Unverified
7VoxelPosePCP3D96.7Unverified
8VoxelTrackPCP3D96.7Unverified
9crossview_3d_pose_trackingPCP3D96.6Unverified
10MvPPCP3D96.6Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement3DPCK89.9Unverified
2Multi-HMR3DPCK89.5Unverified
3Unsupervised Cross-Modal Alignment3DPCK78.4Unverified
4MUG3DPCK76.27Unverified
53DCrowdNet3DPCK76.2Unverified
6SelecSLS3DPCK75.8Unverified
7HG-RCNN3DPCK74.2Unverified
8BMP3DPCK73.83Unverified
93DCrowdNet (HigherHRNet)3DPCK72.7Unverified