SOTAVerified

3D human pose and shape estimation

Estimate 3D human pose and shape (e.g. SMPL) from images

Papers

Showing 110 of 50 papers

TitleStatusHype
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation0
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh RecoveryCode0
CameraHMR: Aligning People with PerspectiveCode3
D-PoSE: Depth as an Intermediate Representation for 3D Human Pose and Shape EstimationCode1
GST: Precise 3D Human Body from a Single Image with Gaussian Splatting TransformersCode2
Neural Localizer Fields for Continuous 3D Human Pose and Shape EstimationCode3
Personalized 3D Human Pose and Shape Refinement0
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models0
BinaryHPE: 3D Human Pose and Shape Estimation via BinarizationCode1
BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SemanticsTTA (HMR2.0)Average MPJPE (mm)104.6Unverified
2MEEVAverage MPJPE (mm)82.3Unverified