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9.22k
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Rhodin et al.
http://arxiv.org/abs/1804.01110v1
Average MPJPE (mm)
131.7
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Rhodin et al.
http://arxiv.org/abs/1804.01110v1
3D Annotations
S1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Kocabas et al.
http://arxiv.org/abs/1903.02330v2
Number of Views
2
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Kocabas et al.
http://arxiv.org/abs/1903.02330v2
Number of Frames Per View
1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Kocabas et al.
http://arxiv.org/abs/1903.02330v2
3D Annotations
S1
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
VideoPose3D (T=243)
http://arxiv.org/abs/1811.11742v2
Number of Frames Per View
243
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
Human3.6M
Kanzawa et al.
http://arxiv.org/abs/1712.06584v2
3D Annotations
No
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
MPI-INF-3DHP
GeoRep (semi-supervised)
https://arxiv.org/abs/2003.07581v1
MPJPE
113.8
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
MPI-INF-3DHP
GeoRep (semi-supervised)
https://arxiv.org/abs/2003.07581v1
PCK
79.1
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
MPI-INF-3DHP
Triangulation
https://arxiv.org/abs/2203.15865v3
MPJPE
118.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
MPI-INF-3DHP
Triangulation
https://arxiv.org/abs/2203.15865v3
PCK
73.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
MPI-INF-3DHP
GeoRep
https://arxiv.org/abs/2003.07581v1
MPJPE
122.4
3D Human Pose Estimation > Weakly-supervised 3D Human Pose Estimation
MPI-INF-3DHP
GeoRep
https://arxiv.org/abs/2003.07581v1
PCK
76.5
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (3D)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
Best-Hypothesis PMPJPE (n = 25)
50.6
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (3D)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
H36M PMPJPE (n = 25)
36.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (3D)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
Most-Likely Hypothesis PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (3D)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
H36M PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (3D)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
Best-Hypothesis MPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR
https://arxiv.org/abs/2108.11944v1
Best-Hypothesis PMPJPE (n = 25)
60.1
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR
https://arxiv.org/abs/2108.11944v1
H36M PMPJPE (n = 25)
36.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR
https://arxiv.org/abs/2108.11944v1
Most-Likely Hypothesis PMPJPE (n = 1)
67.3
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR
https://arxiv.org/abs/2108.11944v1
H36M PMPJPE (n = 1)
41.2
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR
https://arxiv.org/abs/2108.11944v1
Best-Hypothesis MPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
3D Multi-bodies
https://arxiv.org/abs/2011.00980v1
Best-Hypothesis PMPJPE (n = 25)
64.2
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
3D Multi-bodies
https://arxiv.org/abs/2011.00980v1
H36M PMPJPE (n = 25)
42.2
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
3D Multi-bodies
https://arxiv.org/abs/2011.00980v1
Most-Likely Hypothesis PMPJPE (n = 1)
67.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
3D Multi-bodies
https://arxiv.org/abs/2011.00980v1
H36M PMPJPE (n = 1)
41.6
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
3D Multi-bodies
https://arxiv.org/abs/2011.00980v1
Best-Hypothesis MPJPE (n = 25)
90.0
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (2D Vis)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
Best-Hypothesis PMPJPE (n = 25)
66.4
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (2D Vis)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
H36M PMPJPE (n = 25)
51.3
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (2D Vis)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
Most-Likely Hypothesis PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (2D Vis)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
H36M PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
MHEntropy (2D Vis)
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
Best-Hypothesis MPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-MDN (by 3D Multi-bodies)
http://arxiv.org/abs/1904.05547v1
Best-Hypothesis PMPJPE (n = 25)
69.5
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-MDN (by 3D Multi-bodies)
http://arxiv.org/abs/1904.05547v1
H36M PMPJPE (n = 25)
42.7
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-MDN (by 3D Multi-bodies)
http://arxiv.org/abs/1904.05547v1
Most-Likely Hypothesis PMPJPE (n = 1)
74.7
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-MDN (by 3D Multi-bodies)
http://arxiv.org/abs/1904.05547v1
H36M PMPJPE (n = 1)
44.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-MDN (by 3D Multi-bodies)
http://arxiv.org/abs/1904.05547v1
Best-Hypothesis MPJPE (n = 25)
91.5
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-CVAE
https://arxiv.org/abs/2011.00980v1
Best-Hypothesis PMPJPE (n = 25)
75.1
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-CVAE
https://arxiv.org/abs/2011.00980v1
H36M PMPJPE (n = 25)
46.2
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-CVAE
https://arxiv.org/abs/2011.00980v1
Most-Likely Hypothesis PMPJPE (n = 1)
76.5
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-CVAE
https://arxiv.org/abs/2011.00980v1
H36M PMPJPE (n = 1)
46.7
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
SMPL-CVAE
https://arxiv.org/abs/2011.00980v1
Best-Hypothesis MPJPE (n = 25)
109.7
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR (2D Vis, by MHEntropy)
https://arxiv.org/abs/2108.11944v1
Best-Hypothesis PMPJPE (n = 25)
82.6
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR (2D Vis, by MHEntropy)
https://arxiv.org/abs/2108.11944v1
H36M PMPJPE (n = 25)
64.3
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR (2D Vis, by MHEntropy)
https://arxiv.org/abs/2108.11944v1
Most-Likely Hypothesis PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR (2D Vis, by MHEntropy)
https://arxiv.org/abs/2108.11944v1
H36M PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
ProHMR (2D Vis, by MHEntropy)
https://arxiv.org/abs/2108.11944v1
Best-Hypothesis MPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR (2D Vis, by MHEntropy)
http://arxiv.org/abs/1712.06584v2
Best-Hypothesis PMPJPE (n = 25)
85.2
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR (2D Vis, by MHEntropy)
http://arxiv.org/abs/1712.06584v2
H36M PMPJPE (n = 25)
67.4
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR (2D Vis, by MHEntropy)
http://arxiv.org/abs/1712.06584v2
Most-Likely Hypothesis PMPJPE (n = 1)
85.2
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR (2D Vis, by MHEntropy)
http://arxiv.org/abs/1712.06584v2
H36M PMPJPE (n = 1)
67.4
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR (2D Vis, by MHEntropy)
http://arxiv.org/abs/1712.06584v2
Best-Hypothesis MPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR
http://arxiv.org/abs/1712.06584v2
Best-Hypothesis PMPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR
http://arxiv.org/abs/1712.06584v2
H36M PMPJPE (n = 25)
56.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR
http://arxiv.org/abs/1712.06584v2
Most-Likely Hypothesis PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR
http://arxiv.org/abs/1712.06584v2
H36M PMPJPE (n = 1)
56.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HMR
http://arxiv.org/abs/1712.06584v2
Best-Hypothesis MPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HuManiFlow
https://arxiv.org/abs/2305.06968v1
Best-Hypothesis PMPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HuManiFlow
https://arxiv.org/abs/2305.06968v1
H36M PMPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HuManiFlow
https://arxiv.org/abs/2305.06968v1
Most-Likely Hypothesis PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HuManiFlow
https://arxiv.org/abs/2305.06968v1
H36M PMPJPE (n = 1)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
AH36M
HuManiFlow
https://arxiv.org/abs/2305.06968v1
Best-Hypothesis MPJPE (n = 25)
-
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
DDHPose (H=20, W=10, J-Best)
https://arxiv.org/abs/2403.04444v1
Average MPJPE (mm)
33.62
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
DDHPose (H=20, W=10, J-Best)
https://arxiv.org/abs/2403.04444v1
Average PMPJPE (mm)
26.48
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
GFPose (HPJ2D-010, S=200)
https://arxiv.org/abs/2212.08641v1
Average MPJPE (mm)
35.1
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
D3DP
https://arxiv.org/abs/2303.11579v2
Average MPJPE (mm)
35.4
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
D3DP
https://arxiv.org/abs/2303.11579v2
Using 2D ground-truth joints
No
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
GFPose (HPJ2D-000, S=200)
https://arxiv.org/abs/2212.08641v1
Average MPJPE (mm)
35.6
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
GFPose (HPJ2D-000, S=200)
https://arxiv.org/abs/2212.08641v1
Average PMPJPE (mm)
30.5
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
GFPose (HPJ2D-000, S=200)
https://arxiv.org/abs/2212.08641v1
Using 2D ground-truth joints
16.9
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
DDHPose (H=20, W=10, P-Best)
https://arxiv.org/abs/2403.04444v1
Average MPJPE (mm)
39.0
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
DDHPose (H=20, W=10, P-Best)
https://arxiv.org/abs/2403.04444v1
Average PMPJPE (mm)
31.2
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
GraphMDN
https://arxiv.org/abs/2010.13668v1
Average MPJPE (mm)
46.2
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
GraphMDN
https://arxiv.org/abs/2010.13668v1
Average PMPJPE (mm)
36.3
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
Sharma et al.
https://arxiv.org/abs/1904.01324v2
Average MPJPE (mm)
46.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
Sharma et al.
https://arxiv.org/abs/1904.01324v2
Average PMPJPE (mm)
37.3
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
cGNF xlarge w Lsample
https://arxiv.org/abs/2210.11179v1
Average MPJPE (mm)
48.5
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
MDN
http://arxiv.org/abs/1904.05547v1
Average MPJPE (mm)
52.7
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
MDN
http://arxiv.org/abs/1904.05547v1
Average PMPJPE (mm)
42.6
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
cGNF w Lsample
https://arxiv.org/abs/2210.11179v1
Average MPJPE (mm)
53
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
cGNF w Lsample
https://arxiv.org/abs/2210.11179v1
Expected Calibration Error
0.08
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
cGNF w Lsample
https://arxiv.org/abs/2210.11179v1
Average MPJPE (mm) for occluded Joints
41.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
Li et al.
https://arxiv.org/abs/2008.05770v1
Average MPJPE (mm)
73.9
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
Li et al.
https://arxiv.org/abs/2008.05770v1
Average PMPJPE (mm)
44.3
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
Human3.6M
MHEntropy
http://openaccess.thecvf.com//content/ICCV2023/html/Chen_MHEntropy_Entropy_Meets_Multiple_Hypotheses_for_Pose_and_Shape_Recovery_ICCV_2023_paper.html
Average PMPJPE (mm)
36.8
3D Human Pose Estimation > Multi-Hypotheses 3D Human Pose Estimation
MPI-INF-3DHP
GFPose (HPJ2D-000, S=200)
https://arxiv.org/abs/2212.08641v1
PCK
86.9
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
EgoWholeMocap-Temporal
https://arxiv.org/abs/2311.16495v2
Average MPJPE (mm)
65.83
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
EgoWholeMocap-Temporal
https://arxiv.org/abs/2311.16495v2
PA-MPJPE
53.47
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
EgoWholeMocap-Single Frame
https://arxiv.org/abs/2311.16495v2
Average MPJPE (mm)
68.59
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
EgoWholeMocap-Single Frame
https://arxiv.org/abs/2311.16495v2
PA-MPJPE
55.92
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
SceneEgo
https://arxiv.org/abs/2212.11684v3
Average MPJPE (mm)
76.50
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
SceneEgo
https://arxiv.org/abs/2212.11684v3
PA-MPJPE
61.92
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
EgoPW
https://arxiv.org/abs/2201.07929v1
Average MPJPE (mm)
81.71
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
EgoPW
https://arxiv.org/abs/2201.07929v1
PA-MPJPE
64.87
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
GlobalEgoMocap
https://arxiv.org/abs/2104.13454v3
Average MPJPE (mm)
82.06
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
GlobalEgoMocap
https://arxiv.org/abs/2104.13454v3
PA-MPJPE
62.07
3D Human Pose Estimation > Egocentric Pose Estimation
GlobalEgoMocap Test Dataset
Mo2Cap2
http://arxiv.org/abs/1803.05959v2
Average MPJPE (mm)
102.3