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3D Human Pose Estimation On Emdb

Métriques

Average MPJPE (mm)
Average MPJPE-PA (mm)
Average MVE (mm)
Average MVE-PA (mm)
Jitter (10m/s^3)

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle
Average MPJPE (mm)
Average MPJPE-PA (mm)
Average MVE (mm)
Average MVE-PA (mm)
Jitter (10m/s^3)
Paper TitleRepository
FastMETRO-L no SMPL Head108.10766.794119.2381.1847185.933Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
HybrIK103.03765.5935122.19380.367849.2068HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation
WHAM (ViT)79.750.494.4--WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion
TRAM74.445.786.6--TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos
PARE113.88772.203133.24785.378875.1137PARE: Part Attention Regressor for 3D Human Body Estimation
PyMAF131.06582.8502159.95698.130581.8447PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
GenHMR88.251.799.5--GenHMR: Generative Human Mesh Recovery-
LGD115.8281.1389140.6395.725572.9695Human Body Model Fitting by Learned Gradient Descent-
GLAMR107.79771.0091128.23785.458667.3522GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras
ROMP112.65275.1869134.86390.64871.2556Monocular, One-stage, Regression of Multiple 3D People
CLIFF103.13468.7969122.88481.327555.4525CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation
FastMETRO-L115.03672.6765133.56686.004381.2959Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
BioPose92.552.198.9--BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos-
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