SOTAVerified

3D human pose and shape estimation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 31–40 of 50 papers

TitleStatusHype
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh RecoveryCode0
Learning 3D Human Shape and Pose from Dense Body PartsCode0
Camera Motion Agnostic 3D Human Pose EstimationCode0
Consistency-Aware Graph Network for Human Interaction UnderstandingCode0
PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers—0
Coupling Top-down and Bottom-up Methods for 3D Human Pose and Shape Estimation from Monocular Image Sequences—0
A novel joint points and silhouette-based method to estimate 3D human pose and shape—0
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models—0
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation—0
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation—0
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Benchmark Results

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