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3D Human Shape Estimation On Ssp 3D

Metrics

PVE-T
mIOU

Results

Performance results of various models on this benchmark

Model Name
PVE-T
mIOU
Paper TitleRepository
OMR (HKMR)27.2370.28Everybody Is Unique: Towards Unbiased Human Mesh Recovery-
OMR+Lshape21.5-Everybody Is Unique: Towards Unbiased Human Mesh Recovery-
SPIN-70.0Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop
STRAPS-80Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild
SHAPY (SMPL-X)--Accurate 3D Body Shape Regression using Metric and Semantic Attributes-
HMR-69.0End-to-end Recovery of Human Shape and Pose
HMR(unpaired)-61.0End-to-end Recovery of Human Shape and Pose
Prob3DHumans--Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild-
Hierarchical Probabilistic Humans--Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild
LASOR-67LASOR: Learning Accurate 3D Human Pose and Shape Via Synthetic Occlusion-Aware Data and Neural Mesh Rendering
SoY-76Shape of You: Precise 3D shape estimations for diverse body types-
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