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SOTA 3D Human Pose and Shape Estimation benchmarks and papers with code | Wizwand
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3D Human Pose and Shape Estimation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
3DPW (test)
TAR
MPJPE-PA
40.6
158
4d ago
Human3.6M (test)
HybrIK-Transformer
PA-MPJPE
29.5
119
4d ago
3DPW
CLIFF
PA-MPJPE
32.8
74
4d ago
MPI-INF-3DHP (test)
MAED
MPJPE
83.6
46
4d ago
AGORA (test)
AiOS
NMJE (All)
68
41
4d ago
Human3.6M
CLIFF
PA-MPJPE
32.7
36
4d ago
EMDB Protocol 1 24 joints
VIMO
PA-MPJPE
45.7
31
2d ago
AGORA
CLIFF + PROM
MPJPE
65
18
4d ago
RICH 24 joints (test)
WHAM (ViT)
PA-MPJPE
44.3
16
2d ago
3DPW 14 joints (test)
WHAM (ViT)
PA-MPJPE
35.9
16
2d ago
EMDB1 24 joints (test)
NLF-L +fit +smooth
MPJPE
66.7
16
4d ago
3DPW in-the-wild (test)
Lee et al.
PA-MPJPE
52.2
13
4d ago
3DPW 2018 (test)
SPS-Net
PA-MPJPE
50.4
10
4d ago
Human3.6M 14 joints (test)
CLIFF
PA-MPJPE
32.7
10
4d ago
RICH
SkelFormer
MPVPE
39.9
8
4d ago
MPI-INF-3DHP outdoor (test)
Lee et al.
MPJPE
93.5
8
4d ago
MPI-INF-3DHP 17 joints (test)
PLIKS
MPJPE (mm)
67.6
6
4d ago
SPEC-SYN
SPEC
W-MPJPE (Def 1)
74.9
6
4d ago
3DOH50K
ROMP
MPJPE-PA
43.9
6
4d ago
3DPW Crowd
3DCrowdNet
MPJPE-PA
56.8
6
4d ago
SSP-3D 70% Cropped (test)
HuManiFlow
2DKP Error (Point)
6.9
5
4d ago
3DPW 70% Cropped (test)
HierProbHuman
2DKP Error (Point)
7.2
5
4d ago
SSP-3D (test)
HierProbHuman
2DKP Error (Point)
4.8
5
4d ago
SSP-3D
LASOR
PVE-T-SC
14.5
5
4d ago
MPI-INF-3DHP 2017a (test)
SPS-Net
PA-MPJPE
60.7
4
4d ago
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