3D Multi-Person Pose Estimation (root-relative) on MuPoTS-3D

Metric: 3DPCK (higher is better)

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#	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

#1TDBU_NetSOTA
89.6
3DPCK· 2021-04-05
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks Code
#2Dual network
89.6
3DPCK· 2022-05-02
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video Code
#3GnTCNSOTA
87.5
3DPCK· 2020-12-22
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos Code
#4PIRN
85.8
3DPCK· 2022-04-11
Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation
#5Temporal SmoothingSOTA
85.3
3DPCK· 2020-10-31
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People Code
#6GR-M3D
84.6
3DPCK· 2022-07-22
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation
#7HDNetSOTA
83.7
3DPCK· 2020-07-17
HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization Code
#8POTR-3D
83.7
3DPCK· 2023-09-15
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild
#9Cascaded Dimension-Lifting
83.3
3DPCK· 2021-04-08
Deep Monocular 3D Human Pose Estimation via Cascaded Dimension-Lifting
#10WDSPoseSOTA
82.7
3DPCK· 2020-04-08
Multi-Person Absolute 3D Human Pose Estimation with Weak Depth Supervision Code
#11DAS
82.7
3DPCK· 2022-03-15
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation Code
#12PI-Net
82.5
3DPCK· 2020-10-11
PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation
#13HMOR
82
3DPCK· 2020-08-01
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation
#143DMPPE_POSENETSOTA
81.8
3DPCK· 2019-07-26
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Code
#15Liu et al.
79.4
3DPCK· 2022-07-29
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
#16SMAP
73.5
3DPCK· 2020-08-26
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation Code
#17Single-Shot Multi-PersonSOTA
65
3DPCK· 2017-12-09
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB Code