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 21–30 of 50 papers

TitleStatusHype
PARE: Part Attention Regressor for 3D Human Body EstimationCode1
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback LoopCode1
3D Human Pose, Shape and Texture from Low-Resolution Images and VideosCode1
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a VideoCode1
Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the WildCode1
Bodies at Rest: 3D Human Pose and Shape Estimation from a Pressure Image using Synthetic DataCode1
HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape EstimationCode1
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation—0
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh RecoveryCode0
Personalized 3D Human Pose and Shape Refinement—0
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Benchmark Results

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