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3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Mesh Recovery
AGORA
SMPLify-X
http://arxiv.org/abs/1904.05866v1
F-MPJPE
52.9
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Mesh Recovery
AGORA
SMPLify-X
http://arxiv.org/abs/1904.05866v1
LH/RH-MPJPE
46.5/49.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Mesh Recovery
Relative Human
ROMP
https://arxiv.org/abs/2008.12272v4
PCDR
68.27
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
TDBU_Net
https://arxiv.org/abs/2104.01797v2
3DPCK
89.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
Dual network
https://arxiv.org/abs/2205.00748v3
3DPCK
89.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
GnTCN
https://arxiv.org/abs/2012.11806v3
3DPCK
87.5
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
PIRN
https://arxiv.org/abs/2204.04913v2
3DPCK
85.8
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
Temporal Smoothing
https://arxiv.org/abs/2011.00250v1
3DPCK
85.3
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
Temporal Smoothing
https://arxiv.org/abs/2011.00250v1
MPJPE
103
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
GR-M3D
https://arxiv.org/abs/2207.11341v2
3DPCK
84.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
GR-M3D
https://arxiv.org/abs/2207.11341v2
AUC
44.1
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
HDNet
https://arxiv.org/abs/2007.08943v1
3DPCK
83.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
POTR-3D
https://arxiv.org/abs/2309.08644v1
3DPCK
83.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
Cascaded Dimension-Lifting
https://arxiv.org/abs/2104.03520v1
3DPCK
83.3
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
WDSPose
https://arxiv.org/abs/2004.03989v1
3DPCK
82.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
DAS
https://arxiv.org/abs/2203.07697v4
3DPCK
82.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
PI-Net
https://arxiv.org/abs/2010.05302v1
3DPCK
82.5
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
HMOR
https://arxiv.org/abs/2008.00206v2
3DPCK
82.0
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
3DMPPE_POSENET
https://arxiv.org/abs/1907.11346v2
3DPCK
81.8
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
Liu et al.
https://arxiv.org/abs/2208.00090v1
3DPCK
79.4
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
SMAP
https://arxiv.org/abs/2008.11469v1
3DPCK
73.5
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
Single-Shot Multi-Person
http://arxiv.org/abs/1712.03453v3
3DPCK
65
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
Depth Prediction Network
http://arxiv.org/abs/1904.05947v1
MPJPE
120
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
Mehta et al.
http://arxiv.org/abs/1712.03453v3
MPJPE
132
3D Human Pose Estimation > 3D Multi-Person Pose Estimation > 3D Multi-Person Pose Estimation (root-relative)
MuPoTS-3D
LCR-Net
http://openaccess.thecvf.com/content_cvpr_2017/html/Rogez_LCR-Net_Localization-Classification-Regression_for_CVPR_2017_paper.html
MPJPE
146
3D Human Pose Estimation > 3D human pose and shape estimation
EgoBody
MEEV
https://arxiv.org/abs/2210.14165v1
Average MPJPE (mm)
82.3032
3D Human Pose Estimation > 3D human pose and shape estimation
EgoBody
MEEV
https://arxiv.org/abs/2210.14165v1
PA-MPJPE
55.1292
3D Human Pose Estimation > 3D human pose and shape estimation
EgoBody
MEEV
https://arxiv.org/abs/2210.14165v1
MPVPE
92.9391
3D Human Pose Estimation > 3D human pose and shape estimation
EgoBody
MEEV
https://arxiv.org/abs/2210.14165v1
PA-MPVPE
62.9764
3D Human Pose Estimation > 3D human pose and shape estimation
EgoBody
SemanticsTTA (HMR2.0)
https://arxiv.org/abs/2502.10724v1
Average MPJPE (mm)
104.6
3D Human Pose Estimation > 3D human pose and shape estimation
EgoBody
SemanticsTTA (HMR2.0)
https://arxiv.org/abs/2502.10724v1
PA-MPJPE
56.1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
AdaptPose
https://arxiv.org/abs/2112.11593v2
Average MPJPE (mm)
42.5
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
AdaptPose
https://arxiv.org/abs/2112.11593v2
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
AdaptPose
https://arxiv.org/abs/2112.11593v2
Number of Frames Per View
27
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
AdaptPose
https://arxiv.org/abs/2112.11593v2
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
DAF-DG-27frames
https://arxiv.org/abs/2403.11310v2
Average MPJPE (mm)
44.1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
DAF-DG-27frames
https://arxiv.org/abs/2403.11310v2
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
DAF-DG-27frames
https://arxiv.org/abs/2403.11310v2
Number of Frames Per View
27
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
DAF-DG-27frames
https://arxiv.org/abs/2403.11310v2
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
HDVR
https://arxiv.org/abs/2109.09166v1
Average MPJPE (mm)
47.3
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
DAF-DG
https://arxiv.org/abs/2403.11310v2
Average MPJPE (mm)
50.3
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
DAF-DG
https://arxiv.org/abs/2403.11310v2
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
DAF-DG
https://arxiv.org/abs/2403.11310v2
Number of Frames Per View
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
DAF-DG
https://arxiv.org/abs/2403.11310v2
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
PGNIS
https://arxiv.org/abs/2004.04400v1
Average MPJPE (mm)
50.8
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
MetaPose (S1+S2/SS)
https://arxiv.org/abs/2108.04869v2
Average MPJPE (mm)
56
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
PoseAug
https://arxiv.org/abs/2105.02465v1
Average MPJPE (mm)
56.7
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
PoseAug
https://arxiv.org/abs/2105.02465v1
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
PoseAug
https://arxiv.org/abs/2105.02465v1
Number of Frames Per View
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
PoseAug
https://arxiv.org/abs/2105.02465v1
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Non-Local Latent Relation Distillation
https://arxiv.org/abs/2204.01971v2
Average MPJPE (mm)
57.6
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Non-Local Latent Relation Distillation
https://arxiv.org/abs/2204.01971v2
PA-MPJPE
48.2
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Uncertainty-Aware Adaptation
https://arxiv.org/abs/2203.15293v1
Average MPJPE (mm)
59.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Uncertainty-Aware Adaptation
https://arxiv.org/abs/2203.15293v1
PA-MPJPE
49.6
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
GeoRep (semi-supervised)
https://arxiv.org/abs/2003.07581v1
Average MPJPE (mm)
59.7
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
EpipolarPose (SS + RU)
http://arxiv.org/abs/1903.02330v2
Average MPJPE (mm)
60.56
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
2D-3D Lifting self-supervised
https://arxiv.org/abs/2108.07777v1
Average MPJPE (mm)
62.0
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
2D-3D Lifting self-supervised
https://arxiv.org/abs/2108.07777v1
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
2D-3D Lifting self-supervised
https://arxiv.org/abs/2108.07777v1
Number of Frames Per View
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
2D-3D Lifting self-supervised
https://arxiv.org/abs/2108.07777v1
3D Annotations
No
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Li et al.
https://arxiv.org/abs/2006.07778v3
Average MPJPE (mm)
62.9
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Li et al.
https://arxiv.org/abs/2006.07778v3
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Li et al.
https://arxiv.org/abs/2006.07778v3
Number of Frames Per View
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Li et al.
https://arxiv.org/abs/2006.07778v3
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
TriPose
https://arxiv.org/abs/2105.06599v1
Average MPJPE (mm)
62.9
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
TriPose
https://arxiv.org/abs/2105.06599v1
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
TriPose
https://arxiv.org/abs/2105.06599v1
Number of Frames Per View
27
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
TriPose
https://arxiv.org/abs/2105.06599v1
3D Annotations
No
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Pavllo et al.
http://arxiv.org/abs/1811.11742v2
Average MPJPE (mm)
64.7
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Pavllo et al.
http://arxiv.org/abs/1811.11742v2
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Pavllo et al.
http://arxiv.org/abs/1811.11742v2
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Triangulation
https://arxiv.org/abs/2203.15865v3
Average MPJPE (mm)
64.7
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Triangulation
https://arxiv.org/abs/2203.15865v3
PA-MPJPE
52.1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
EpipolarPose (S1)
http://arxiv.org/abs/1903.02330v2
Average MPJPE (mm)
65.35
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
GeoRep
https://arxiv.org/abs/2003.07581v1
Average MPJPE (mm)
67.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
CanonPose
https://arxiv.org/abs/2011.14679v1
Average MPJPE (mm)
74.3
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
CanonPose
https://arxiv.org/abs/2011.14679v1
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
CanonPose
https://arxiv.org/abs/2011.14679v1
Number of Frames Per View
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
CanonPose
https://arxiv.org/abs/2011.14679v1
3D Annotations
No
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
EpipolarPose (self-supervised)
http://arxiv.org/abs/1903.02330v2
Average MPJPE (mm)
76.6
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Wang et al.
https://arxiv.org/abs/1908.06377v1
Average MPJPE (mm)
83.0
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Wang et al.
https://arxiv.org/abs/1908.06377v1
3D Annotations
No
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Tome et al.
http://arxiv.org/abs/1701.00295v4
Average MPJPE (mm)
88.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Tome et al.
http://arxiv.org/abs/1701.00295v4
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Tome et al.
http://arxiv.org/abs/1701.00295v4
Number of Frames Per View
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Tome et al.
http://arxiv.org/abs/1701.00295v4
3D Annotations
No
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Li et al.
http://openaccess.thecvf.com/content_ICCV_2019/html/Li_On_Boosting_Single-Frame_3D_Human_Pose_Estimation_via_Monocular_Videos_ICCV_2019_paper.html
Average MPJPE (mm)
88.8
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Li et al.
http://openaccess.thecvf.com/content_ICCV_2019/html/Li_On_Boosting_Single-Frame_3D_Human_Pose_Estimation_via_Monocular_Videos_ICCV_2019_paper.html
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Li et al.
http://openaccess.thecvf.com/content_ICCV_2019/html/Li_On_Boosting_Single-Frame_3D_Human_Pose_Estimation_via_Monocular_Videos_ICCV_2019_paper.html
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
RepNet
http://arxiv.org/abs/1902.09868v2
Average MPJPE (mm)
89.9
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
RepNet
http://arxiv.org/abs/1902.09868v2
Number of Views
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
RepNet
http://arxiv.org/abs/1902.09868v2
Number of Frames Per View
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
RepNet
http://arxiv.org/abs/1902.09868v2
3D Annotations
No
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
self-supervised mocap
http://arxiv.org/abs/1712.01337v1
Average MPJPE (mm)
98.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
HW-HuP
https://arxiv.org/abs/2105.10996v3
Average MPJPE (mm)
104.1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
HW-HuP
https://arxiv.org/abs/2105.10996v3
PA-MPJPE
50.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Pavlakos et al.
https://arxiv.org/abs/1910.11322v1
Average MPJPE (mm)
110.7
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Pavlakos et al.
https://arxiv.org/abs/1910.11322v1
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Pavlakos et al.
http://arxiv.org/abs/1704.04793v1
Average MPJPE (mm)
118.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Pavlakos et al.
http://arxiv.org/abs/1704.04793v1
3D Annotations
No