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3D Multi-Person Pose Estimation (root-relative)
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MuPoTS-3D
3D Multi-Person Pose Estimation (root-relative) on MuPoTS-3D
Metric: 3DPCK (higher is better)
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Model name (A→Z)
#
Model
↕
3DPCK
▼
Extra Data
Paper
Date
↕
Code
1
TDBU_Net
89.6
No
Monocular 3D Multi-Person Pose Estimation by Int...
2021-04-05
Code
2
Dual network
89.6
No
Dual networks based 3D Multi-Person Pose Estimat...
2022-05-02
Code
3
GnTCN
87.5
No
Graph and Temporal Convolutional Networks for 3D...
2020-12-22
Code
4
PIRN
85.8
No
Permutation-Invariant Relational Network for Mul...
2022-04-11
-
5
Temporal Smoothing
85.3
No
Temporal Smoothing for 3D Human Pose Estimation ...
2020-10-31
Code
6
GR-M3D
84.6
No
Dynamic Graph Reasoning for Multi-person 3D Pose...
2022-07-22
-
7
HDNet
83.7
No
HDNet: Human Depth Estimation for Multi-Person C...
2020-07-17
Code
8
POTR-3D
83.7
No
Towards Robust and Smooth 3D Multi-Person Pose E...
2023-09-15
-
9
Cascaded Dimension-Lifting
83.3
No
Deep Monocular 3D Human Pose Estimation via Casc...
2021-04-08
-
10
WDSPose
82.7
No
Multi-Person Absolute 3D Human Pose Estimation w...
2020-04-08
Code
11
DAS
82.7
No
Distribution-Aware Single-Stage Models for Multi...
2022-03-15
Code
12
PI-Net
82.5
No
PI-Net: Pose Interacting Network for Multi-Perso...
2020-10-11
-
13
HMOR
82
No
HMOR: Hierarchical Multi-Person Ordinal Relation...
2020-08-01
-
14
3DMPPE_POSENET
81.8
No
Camera Distance-aware Top-down Approach for 3D M...
2019-07-26
Code
15
Liu et al.
79.4
No
Explicit Occlusion Reasoning for Multi-person 3D...
2022-07-29
-
16
SMAP
73.5
No
SMAP: Single-Shot Multi-Person Absolute 3D Pose ...
2020-08-26
Code
17
Single-Shot Multi-Person
65
No
Single-Shot Multi-Person 3D Pose Estimation From...
2017-12-09
Code
#1
TDBU_Net
SOTA
89.6
3DPCK
· 2021-04-05
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks
Code
#2
Dual network
89.6
3DPCK
· 2022-05-02
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video
Code
#3
GnTCN
SOTA
87.5
3DPCK
· 2020-12-22
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos
Code
#4
PIRN
85.8
3DPCK
· 2022-04-11
Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation
#5
Temporal Smoothing
SOTA
85.3
3DPCK
· 2020-10-31
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People
Code
#6
GR-M3D
84.6
3DPCK
· 2022-07-22
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation
#7
HDNet
SOTA
83.7
3DPCK
· 2020-07-17
HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization
Code
#8
POTR-3D
83.7
3DPCK
· 2023-09-15
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild
#9
Cascaded Dimension-Lifting
83.3
3DPCK
· 2021-04-08
Deep Monocular 3D Human Pose Estimation via Cascaded Dimension-Lifting
#10
WDSPose
SOTA
82.7
3DPCK
· 2020-04-08
Multi-Person Absolute 3D Human Pose Estimation with Weak Depth Supervision
Code
#11
DAS
82.7
3DPCK
· 2022-03-15
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation
Code
#12
PI-Net
82.5
3DPCK
· 2020-10-11
PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation
#13
HMOR
82
3DPCK
· 2020-08-01
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation
#14
3DMPPE_POSENET
SOTA
81.8
3DPCK
· 2019-07-26
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image
Code
#15
Liu et al.
79.4
3DPCK
· 2022-07-29
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
#16
SMAP
73.5
3DPCK
· 2020-08-26
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation
Code
#17
Single-Shot Multi-Person
SOTA
65
3DPCK
· 2017-12-09
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB
Code