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3D Human Shape Estimation
3D Human Shape Estimation On Ssp 3D
3D Human Shape Estimation On Ssp 3D
Metrics
PVE-T
mIOU
Results
Performance results of various models on this benchmark
Columns
Model Name
PVE-T
mIOU
Paper Title
OMR (HKMR)
27.23
70.28
Everybody Is Unique: Towards Unbiased Human Mesh Recovery
OMR+Lshape
21.5
-
Everybody Is Unique: Towards Unbiased Human Mesh Recovery
SPIN
-
70.0
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop
STRAPS
-
80
Synthetic 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
-
69.0
End-to-end Recovery of Human Shape and Pose
HMR(unpaired)
-
61.0
End-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
-
67
LASOR: Learning Accurate 3D Human Pose and Shape Via Synthetic Occlusion-Aware Data and Neural Mesh Rendering
SoY
-
76
Shape of You: Precise 3D shape estimations for diverse body types
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