SOTAVerified

3D human pose and shape estimation

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

Papers

Showing 125 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
AnthroNet: Conditional Generation of Humans via AnthropometricsCode1
PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds0
NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape EstimationCode2
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationCode1
Global-to-Local Modeling for Video-based 3D Human Pose and Shape EstimationCode1
PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers0
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation0
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokensCode1
3D Human Pose and Shape Estimation via HybrIK-TransformerCode1
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiationCode1
MEEV: Body Mesh Estimation On Egocentric VideoCode1
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond AlgorithmsCode1
Learnable human mesh triangulation for 3D human pose and shape estimation0
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape EstimationCode0
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular ImagesCode2
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Benchmark Results

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