SOTAVerified

3D Pose Estimation

Papers

Showing 8190 of 379 papers

TitleStatusHype
Epipolar TransformersCode1
EventEgo3D: 3D Human Motion Capture from Egocentric Event StreamsCode1
Local and Global Point Cloud Reconstruction for 3D Hand Pose EstimationCode1
An Analysis of SVD for Deep Rotation EstimationCode1
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View GeometryCode1
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose EstimationCode1
PoP-Net: Pose over Parts Network for Multi-Person 3D Pose Estimation from a Depth ImageCode1
Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video SnippetCode1
DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics SimulationCode1
X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D 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