3D Multi-Person Pose Estimation (absolute) on MuPoTS-3D

Metric: 3DPCK (higher is better)

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#	Model↕	3DPCK▼	Extra Data	Paper	Date↕	Code
1	POTR-3D	50.9	No	Towards Robust and Smooth 3D Multi-Person Pose E...	2023-09-15	-
2	TDBU_Net	48	No	Monocular 3D Multi-Person Pose Estimation by Int...	2021-04-05	Code
3	GnTCN	45.7	No	Graph and Temporal Convolutional Networks for 3D...	2020-12-22	Code
4	PIRN	44.1	No	Permutation-Invariant Relational Network for Mul...	2022-04-11	-
5	VirtualPose	44	No	VirtualPose: Learning Generalizable 3D Human Pos...	2022-07-20	Code
6	HMOR	43.8	No	HMOR: Hierarchical Multi-Person Ordinal Relation...	2020-08-01	-
7	GR-M3D	41.2	No	Dynamic Graph Reasoning for Multi-person 3D Pose...	2022-07-22	-
8	DAS	39.2	No	Distribution-Aware Single-Stage Models for Multi...	2022-03-15	Code
9	WDSPose	37.3	No	Multi-Person Absolute 3D Human Pose Estimation w...	2020-04-08	Code
10	Liu et al.	36.5	No	Explicit Occlusion Reasoning for Multi-person 3D...	2022-07-29	-
11	SMAP	35.4	No	SMAP: Single-Shot Multi-Person Absolute 3D Pose ...	2020-08-26	Code
12	HDNet	35.2	No	HDNet: Human Depth Estimation for Multi-Person C...	2020-07-17	Code
13	3DMPPE_POSENET	31.5	Yes	Camera Distance-aware Top-down Approach for 3D M...	2019-07-26	Code

#1POTR-3DSOTA
50.9
3DPCK· 2023-09-15
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild
#2TDBU_NetSOTA
48
3DPCK· 2021-04-05
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks Code
#3GnTCNSOTA
45.7
3DPCK· 2020-12-22
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos Code
#4PIRN
44.1
3DPCK· 2022-04-11
Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation
#5VirtualPose
44
3DPCK· 2022-07-20
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data Code
#6HMORSOTA
43.8
3DPCK· 2020-08-01
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation
#7GR-M3D
41.2
3DPCK· 2022-07-22
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation
#8DAS
39.2
3DPCK· 2022-03-15
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation Code
#9WDSPoseSOTA
37.3
3DPCK· 2020-04-08
Multi-Person Absolute 3D Human Pose Estimation with Weak Depth Supervision Code
#10Liu et al.
36.5
3DPCK· 2022-07-29
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
#11SMAP
35.4
3DPCK· 2020-08-26
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation Code
#12HDNet
35.2
3DPCK· 2020-07-17
HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization Code
#133DMPPE_POSENETSOTA
31.5
3DPCK· Extra Data· 2019-07-26
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Code