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Pose Estimation
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EMDB
Pose Estimation on EMDB
Metric: Average MPJPE-PA (mm) (higher is better)
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#
Model
↕
Average MPJPE-PA (mm)
▼
Extra Data
Paper
Date
↕
Code
1
PyMAF
82.8502
No
PyMAF: 3D Human Pose and Shape Regression with P...
2021-03-30
Code
2
LGD
81.1389
No
Human Body Model Fitting by Learned Gradient Des...
2020-08-19
-
3
ROMP
75.1869
No
Monocular, One-stage, Regression of Multiple 3D ...
2020-08-27
Code
4
FastMETRO-L
72.6765
No
Cross-Attention of Disentangled Modalities for 3...
2022-07-27
Code
5
PARE
72.203
No
PARE: Part Attention Regressor for 3D Human Body...
2021-04-17
Code
6
GLAMR
71.0091
No
GLAMR: Global Occlusion-Aware Human Mesh Recover...
2021-12-02
Code
7
CLIFF
68.7969
No
CLIFF: Carrying Location Information in Full Fra...
2022-08-01
Code
8
FastMETRO-L no SMPL Head
66.794
No
Cross-Attention of Disentangled Modalities for 3...
2022-07-27
Code
9
HybrIK
65.5935
No
HybrIK: A Hybrid Analytical-Neural Inverse Kinem...
2020-11-30
Code
10
BioPose
52.1
No
BioPose: Biomechanically-accurate 3D Pose Estima...
2025-01-14
-
11
GenHMR
51.7
No
GenHMR: Generative Human Mesh Recovery
2024-12-19
-
12
WHAM (ViT)
50.4
No
WHAM: Reconstructing World-grounded Humans with ...
2023-12-12
Code
13
TRAM
45.7
No
TRAM: Global Trajectory and Motion of 3D Humans ...
2024-03-26
Code