SOTAVerified

3D Pose Estimation

Papers

Showing 8190 of 379 papers

TitleStatusHype
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionCode1
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in VideoCode1
Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPSCode1
VIBE: Video Inference for Human Body Pose and Shape EstimationCode1
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth ImageCode1
TopoTag: A Robust and Scalable Topological Fiducial Marker SystemCode1
Deep High-Resolution Representation Learning for Human Pose EstimationCode1
Fast and Robust Multi-Person 3D Pose Estimation from Multiple ViewsCode1
Unsupervised Learning of Shape and Pose with Differentiable Point CloudsCode1
A simple yet effective baseline for 3d human pose estimationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Liftformer (n=27 CPN)Average MPJPE (mm)48.6Unverified
2Liftformer (n=81 CPN)Average MPJPE (mm)46Unverified
3Liftformer (n=243 CPN)Average MPJPE (mm)44.8Unverified
4TesseTrackAverage MPJPE (mm)18.7Unverified
#ModelMetricClaimedVerifiedStatus
1OpenPose (body only)PCK@0.287.8Unverified
2BlazePose FullPCK@0.284.1Unverified
3BlazePose LitePCK@0.279.6Unverified
#ModelMetricClaimedVerifiedStatus
1BlazePose FullPCK@0.284.5Unverified
2OpenPose (body only)PCK@0.283.4Unverified
3BlazePose LitePCK@0.277.6Unverified
#ModelMetricClaimedVerifiedStatus
1Occlusion-NET3DPCK93.2Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet + DepthAverage MPJPE (mm)151Unverified
#ModelMetricClaimedVerifiedStatus
1A2JFPS93.78Unverified