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SotA/Methodology/3D/EMDB

3D on EMDB

Metric: Average MPJPE (mm) (higher is better)

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#Model↕Average MPJPE (mm)▼AugmentationsPaperDate↕Code
1PyMAF131.065NoPyMAF: 3D Human Pose and Shape Regression with P...2021-03-30Code
2LGD115.82NoHuman Body Model Fitting by Learned Gradient Des...2020-08-19-
3FastMETRO-L115.036NoCross-Attention of Disentangled Modalities for 3...2022-07-27Code
4PARE113.887NoPARE: Part Attention Regressor for 3D Human Body...2021-04-17Code
5ROMP112.652NoMonocular, One-stage, Regression of Multiple 3D ...2020-08-27Code
6FastMETRO-L no SMPL Head108.107NoCross-Attention of Disentangled Modalities for 3...2022-07-27Code
7GLAMR107.797NoGLAMR: Global Occlusion-Aware Human Mesh Recover...2021-12-02Code
8CLIFF103.134NoCLIFF: Carrying Location Information in Full Fra...2022-08-01Code
9HybrIK103.037NoHybrIK: A Hybrid Analytical-Neural Inverse Kinem...2020-11-30Code
10BioPose92.5NoBioPose: Biomechanically-accurate 3D Pose Estima...2025-01-14-
11GenHMR88.2NoGenHMR: Generative Human Mesh Recovery2024-12-19-
12WHAM (ViT)79.7NoWHAM: Reconstructing World-grounded Humans with ...2023-12-12Code
13TRAM74.4NoTRAM: Global Trajectory and Motion of 3D Humans ...2024-03-26Code