2D Human Pose Estimation on COCO-WholeBody

Metric: body (higher is better)

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#	Model↕	body▼	Extra Data	Paper	Date↕	Code
1	PCNet	76.9	No	-	-	-
2	RTMW-x	76.3	Yes	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
3	ViTPose+-H	75.9	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
4	ZoomNet (V1.0 data)	74.5	Yes	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
5	ZoomNet (V0.5 data)	74.3	Yes	Whole-Body Human Pose Estimation in the Wild	2020-07-23	Code
6	ZoomNAS (V1.0 data)	74	No	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
7	TCFormer	71.8	Yes	Not All Tokens Are Equal: Human-centric Visual A...	2022-04-19	Code
8	RTMPose	71.4	Yes	RTMPose: Real-Time Multi-Person Pose Estimation ...	2023-03-13	Code
9	Zauss et al.	69.6	Yes	Keypoint Communities	2021-10-03	Code
10	RTMW-m	67.6	No	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
11	Sapiens-0.3B	66.4	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
12	HRNet	65.9	Yes	Deep High-Resolution Representation Learning for...	2019-02-25	Code
13	HPRNet	59.4	Yes	HPRNet: Hierarchical Point Regression for Whole-...	2021-06-08	Code
14	OpenPose	56.3	Yes	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code
15	AE	40.5	Yes	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code

#1PCNet
76.9
body
No paper
#2RTMW-xSOTA
76.3
body· Extra Data· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#3ViTPose+-HSOTA
75.9
body· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#4ZoomNet (V1.0 data)SOTA
74.5
body· Extra Data· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#5ZoomNet (V0.5 data)SOTA
74.3
body· Extra Data· 2020-07-23
Whole-Body Human Pose Estimation in the Wild Code
#6ZoomNAS (V1.0 data)
74
body· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#7TCFormer
71.8
body· Extra Data· 2022-04-19
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Code
#8RTMPose
71.4
body· Extra Data· 2023-03-13
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose Code
#9Zauss et al.
69.6
body· Extra Data· 2021-10-03
Keypoint Communities Code
#10RTMW-m
67.6
body· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#11Sapiens-0.3B
66.4
body· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#12HRNetSOTA
65.9
body· Extra Data· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#13HPRNet
59.4
body· Extra Data· 2021-06-08
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation Code
#14OpenPoseSOTA
56.3
body· Extra Data· 2016-11-24
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Code
#15AESOTA
40.5
body· Extra Data· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code