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9.22k
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Projected-pose belief maps + 2D fusion layers
http://arxiv.org/abs/1701.00295v4
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Projected-pose belief maps + 2D fusion layers
http://arxiv.org/abs/1701.00295v4
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Projected-pose belief maps + 2D fusion layers
http://arxiv.org/abs/1701.00295v4
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
RepNet
http://arxiv.org/abs/1902.09868v2
Average MPJPE (mm)
89.9
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
RepNet
http://arxiv.org/abs/1902.09868v2
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
RepNet
http://arxiv.org/abs/1902.09868v2
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
RepNet
http://arxiv.org/abs/1902.09868v2
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Dual-source approach
http://arxiv.org/abs/1705.02883v2
Average MPJPE (mm)
97.39
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Dual-source approach
http://arxiv.org/abs/1705.02883v2
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Dual-source approach
http://arxiv.org/abs/1705.02883v2
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Dual-source approach
http://arxiv.org/abs/1705.02883v2
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Sparseness Meets Deepness
http://arxiv.org/abs/1511.09439v2
Average MPJPE (mm)
113.01
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Sparseness Meets Deepness
http://arxiv.org/abs/1511.09439v2
Use Video Sequence
Yes
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Sparseness Meets Deepness
http://arxiv.org/abs/1511.09439v2
Frames Needed
300
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Sparseness Meets Deepness
http://arxiv.org/abs/1511.09439v2
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
HMR
http://arxiv.org/abs/1712.06584v2
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
HMR
http://arxiv.org/abs/1712.06584v2
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
HMR
http://arxiv.org/abs/1712.06584v2
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Neural Body Fitting (NBF)
http://arxiv.org/abs/1808.05942v1
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Neural Body Fitting (NBF)
http://arxiv.org/abs/1808.05942v1
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Neural Body Fitting (NBF)
http://arxiv.org/abs/1808.05942v1
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
SMPLify (dense)
http://arxiv.org/abs/1701.02468v3
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
SMPLify (dense)
http://arxiv.org/abs/1701.02468v3
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
SMPLify (dense)
http://arxiv.org/abs/1701.02468v3
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Ordinal Depth Supervision
http://arxiv.org/abs/1805.04095v1
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Ordinal Depth Supervision
http://arxiv.org/abs/1805.04095v1
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Ordinal Depth Supervision
http://arxiv.org/abs/1805.04095v1
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Adversarial Learning
http://arxiv.org/abs/1803.09722v2
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Adversarial Learning
http://arxiv.org/abs/1803.09722v2
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Adversarial Learning
http://arxiv.org/abs/1803.09722v2
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Moon et. al.
https://arxiv.org/abs/1907.11346v2
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Moon et. al.
https://arxiv.org/abs/1907.11346v2
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Moon et. al.
https://arxiv.org/abs/1907.11346v2
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
PoseAug
https://arxiv.org/abs/2105.02465v1
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
PoseAug
https://arxiv.org/abs/2105.02465v1
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
PoseAug
https://arxiv.org/abs/2105.02465v1
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
HEMlets Pose
https://arxiv.org/abs/1910.12032v1
Use Video Sequence
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
HEMlets Pose
https://arxiv.org/abs/1910.12032v1
Frames Needed
1
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
HEMlets Pose
https://arxiv.org/abs/1910.12032v1
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Ray3D
https://arxiv.org/abs/2203.11471v3
Use Video Sequence
Yes
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Ray3D
https://arxiv.org/abs/2203.11471v3
Frames Needed
9
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Ray3D
https://arxiv.org/abs/2203.11471v3
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Bundle Adjustment
https://arxiv.org/abs/1905.04266v1
Use Video Sequence
Yes
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Bundle Adjustment
https://arxiv.org/abs/1905.04266v1
Frames Needed
190
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Bundle Adjustment
https://arxiv.org/abs/1905.04266v1
Need Ground Truth 2D Pose
No
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
Neural Body Fitting (NBF)
http://arxiv.org/abs/1808.05942v1
PA-MPJPE
59.9
3D Human Pose Estimation > Monocular 3D Human Pose Estimation
Human3.6M
SMPLify (dense)
http://arxiv.org/abs/1701.02468v3
PA-MPJPE
80.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
SPEC
https://arxiv.org/abs/2110.00620v2
B-NMVE
126.8
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
SPEC
https://arxiv.org/abs/2110.00620v2
B-NMJE
133.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
SPEC
https://arxiv.org/abs/2110.00620v2
B-MVE
106.5
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
SPEC
https://arxiv.org/abs/2110.00620v2
B-MPJPE
112.3
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
PARE
https://arxiv.org/abs/2104.08527v2
B-NMVE
167.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
PARE
https://arxiv.org/abs/2104.08527v2
B-NMJE
174.0
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
PARE
https://arxiv.org/abs/2104.08527v2
B-MVE
140.9
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
PARE
https://arxiv.org/abs/2104.08527v2
B-MPJPE
146.2
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
SPIN
https://arxiv.org/abs/1909.12828v1
B-NMVE
216.3
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
SPIN
https://arxiv.org/abs/1909.12828v1
B-NMJE
223.1
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
SPIN
https://arxiv.org/abs/1909.12828v1
B-MVE
168.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
SPIN
https://arxiv.org/abs/1909.12828v1
B-MPJPE
175.1
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
HMR
http://arxiv.org/abs/1712.06584v2
B-NMVE
217.0
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
HMR
http://arxiv.org/abs/1712.06584v2
B-NMJE
226.0
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
HMR
http://arxiv.org/abs/1712.06584v2
B-MVE
173.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
AGORA
HMR
http://arxiv.org/abs/1712.06584v2
B-MPJPE
180.5
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
TesseTrack
http://www.cs.cmu.edu/~ILIM/projects/IM/TesseTrack/
Average MPJPE (mm)
7.3
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
PRGN
https://arxiv.org/abs/2109.05885v1
Average MPJPE (mm)
15.68
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
MvP
https://arxiv.org/abs/2111.04076v2
Average MPJPE (mm)
15.8
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
PlaneSweepPose
https://arxiv.org/abs/2104.02273v1
Average MPJPE (mm)
16.75
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
VoxelPose
https://arxiv.org/abs/2004.06239v4
Average MPJPE (mm)
17.68
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
Faster VoxelPose
https://arxiv.org/abs/2207.10955v1
Average MPJPE (mm)
18.41
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
VoxelTrack
https://arxiv.org/abs/2108.02452v1
Average MPJPE (mm)
18.49
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
QuickPose
https://dl.acm.org/doi/abs/10.1145/3528233.3530746
Average MPJPE (mm)
29.4
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
RapidPoseTriangulation (without training)
https://arxiv.org/abs/2503.21692v1
Average MPJPE (mm)
30.5
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
Light3DPose
https://arxiv.org/abs/2004.02688v1
Average MPJPE (mm)
38.59
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
IVT (f=5)
https://arxiv.org/abs/2208.03431v1
Average MPJPE (mm)
48.4
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
PIRN
https://arxiv.org/abs/2204.04913v2
Average MPJPE (mm)
49.8
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
MVG
https://arxiv.org/abs/2007.10986v1
Average MPJPE (mm)
50
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
HMOR
https://arxiv.org/abs/2008.00206v2
Average MPJPE (mm)
51.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
DAS
https://arxiv.org/abs/2203.07697v4
Average MPJPE (mm)
53.8
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
GR-M3D
https://arxiv.org/abs/2207.11341v2
Average MPJPE (mm)
57.9
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
VirtualPose
https://arxiv.org/abs/2207.09949v1
Average MPJPE (mm)
58.9
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
SMAP
https://arxiv.org/abs/2008.11469v1
Average MPJPE (mm)
61.8
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
InstanceHMR
http://openaccess.thecvf.com//content/CVPR2024/html/Gwon_Instance-aware_Contrastive_Learning_for_Occluded_Human_Mesh_Reconstruction_CVPR_2024_paper.html
Average MPJPE (mm)
126.1
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Panoptic
BMP
https://arxiv.org/abs/2105.02467v2
Average MPJPE (mm)
135.4
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
RapidPoseTriangulation (with corrected labels)
https://arxiv.org/abs/2503.21692v1
PCP3D
100
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
RapidPoseTriangulation (with corrected labels)
https://arxiv.org/abs/2503.21692v1
MPJPE
47.5
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
Feiz et al. (Kinematics)
https://arxiv.org/abs/2504.08175v1
PCP3D
98.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
QuickPose
https://dl.acm.org/doi/abs/10.1145/3528233.3530746
PCP3D
98.1
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
Zhang et al.
https://arxiv.org/abs/2108.10378v1
PCP3D
98.1
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
PlaneSweepPose
https://arxiv.org/abs/2104.02273v1
PCP3D
97.9
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
TesseTrack (correct)
http://www.cs.cmu.edu/~ILIM/projects/IM/TesseTrack/
PCP3D
97.9
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
PRGN
https://arxiv.org/abs/2109.05885v1
PCP3D
97.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
UTTM
https://arxiv.org/abs/2302.03820v1
PCP3D
97.7
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
4D Association Pose
https://arxiv.org/abs/2002.12625v1
PCP3D
97.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
Faster VoxelPose
https://arxiv.org/abs/2207.10955v1
PCP3D
97.6
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
SmartEdgeSensor
https://arxiv.org/abs/2106.14729v1
PCP3D
97.4
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
MvP
https://arxiv.org/abs/2111.04076v2
PCP3D
97.4
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
Huang et al.
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/6258_ECCV_2020_paper.php
PCP3D
97.4
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
Part-aware Pose
https://arxiv.org/abs/2106.11589v1
PCP3D
97.39
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
VTP
https://arxiv.org/abs/2205.12602v1
PCP3D
97.3
3D Human Pose Estimation > 3D Multi-Person Pose Estimation
Shelf
VTP
https://arxiv.org/abs/2205.12602v1
MPJPE
56.3