SOTAVerified

3D Pose Estimation

Papers

Showing 91100 of 379 papers

TitleStatusHype
MixSynthFormer: A Transformer Encoder-like Structure with Mixed Synthetic Self-attention for Efficient Human Pose Estimation0
PhaseMP: Robust 3D Pose Estimation via Phase-conditioned Human Motion Prior0
Ego-Humans: An Ego-Centric 3D Multi-Human Benchmark0
Algebraically Rigorous Quaternion Framework for the Neural Network Pose Estimation ProblemCode1
Unified Pose Sequence Modeling0
Learning to Estimate 3D Human Pose from Point Cloud0
Multi-person 3D pose estimation from unlabelled dataCode0
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving0
Accidental Turntables: Learning 3D Pose by Watching Objects Turn0
Weakly Supervised 3D Multi-person Pose Estimation for Large-scale Scenes based on Monocular Camera and Single LiDAR0
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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