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SotA/Methodology/3D/EMDB

3D on EMDB

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#Model↕Average MVE (mm)▼AugmentationsPaperDate↕Code
1PyMAF159.956NoPyMAF: 3D Human Pose and Shape Regression with P...2021-03-30Code
2LGD140.63NoHuman Body Model Fitting by Learned Gradient Des...2020-08-19-
3ROMP134.863NoMonocular, One-stage, Regression of Multiple 3D ...2020-08-27Code
4FastMETRO-L133.566NoCross-Attention of Disentangled Modalities for 3...2022-07-27Code
5PARE133.247NoPARE: Part Attention Regressor for 3D Human Body...2021-04-17Code
6GLAMR128.237NoGLAMR: Global Occlusion-Aware Human Mesh Recover...2021-12-02Code
7CLIFF122.884NoCLIFF: Carrying Location Information in Full Fra...2022-08-01Code
8HybrIK122.193NoHybrIK: A Hybrid Analytical-Neural Inverse Kinem...2020-11-30Code
9FastMETRO-L no SMPL Head119.23NoCross-Attention of Disentangled Modalities for 3...2022-07-27Code
10GenHMR99.5NoGenHMR: Generative Human Mesh Recovery2024-12-19-
11BioPose98.9NoBioPose: Biomechanically-accurate 3D Pose Estima...2025-01-14-
12WHAM (ViT)94.4NoWHAM: Reconstructing World-grounded Humans with ...2023-12-12Code
13TRAM86.6NoTRAM: Global Trajectory and Motion of 3D Humans ...2024-03-26Code