2D Human Pose Estimation on COCO-WholeBody

Metric: WB (higher is better)

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#	Model↕	WB▼	Extra Data	Paper	Date↕	Code
1	RTMW-x	70.2	Yes	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
2	PCNet	66.4	No	-	-	-
3	ZoomNAS (V1.0 data)	65.4	No	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
4	RTMPose	65.3	Yes	RTMPose: Real-Time Multi-Person Pose Estimation ...	2023-03-13	Code
5	TCFormer	64.2	Yes	Not All Tokens Are Equal: Human-centric Visual A...	2022-04-19	Code
6	ZoomNet (V1.0 data)	63	Yes	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
7	Sapiens-0.3B	62	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
8	ViTPose+-H	61.2	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
9	Zauss et al.	60.4	Yes	Keypoint Communities	2021-10-03	Code
10	RTMW-m	58	No	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
11	ZoomNet (V0.5 data)	54.1	Yes	Whole-Body Human Pose Estimation in the Wild	2020-07-23	Code
12	HRNet	43.2	Yes	Deep High-Resolution Representation Learning for...	2019-02-25	Code
13	HPRNet	34.8	Yes	HPRNet: Hierarchical Point Regression for Whole-...	2021-06-08	Code
14	OpenPose	33.8	Yes	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code
15	AE	27.4	Yes	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code

#1RTMW-xSOTA
70.2
WB· Extra Data· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#2PCNet
66.4
WB
No paper
#3ZoomNAS (V1.0 data)SOTA
65.4
WB· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#4RTMPose
65.3
WB· Extra Data· 2023-03-13
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose Code
#5TCFormerSOTA
64.2
WB· Extra Data· 2022-04-19
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Code
#6ZoomNet (V1.0 data)
63
WB· Extra Data· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#7Sapiens-0.3B
62
WB· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#8ViTPose+-H
61.2
WB· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#9Zauss et al.SOTA
60.4
WB· Extra Data· 2021-10-03
Keypoint Communities Code
#10RTMW-m
58
WB· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#11ZoomNet (V0.5 data)SOTA
54.1
WB· Extra Data· 2020-07-23
Whole-Body Human Pose Estimation in the Wild Code
#12HRNetSOTA
43.2
WB· Extra Data· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#13HPRNet
34.8
WB· Extra Data· 2021-06-08
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation Code
#14OpenPoseSOTA
33.8
WB· Extra Data· 2016-11-24
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Code
#15AESOTA
27.4
WB· Extra Data· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code