2D Human Pose Estimation on COCO-WholeBody

Metric: face (higher is better)

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#	Model↕	face▼	Extra Data	Paper	Date↕	Code
1	PCNet	89.7	No	-	-	-
2	ZoomNAS (V1.0 data)	88.9	No	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
3	RTMPose	88.9	Yes	RTMPose: Real-Time Multi-Person Pose Estimation ...	2023-03-13	Code
4	RTMW-x	88.4	Yes	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
5	ZoomNet (V1.0 data)	88	Yes	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
6	Sapiens-0.3B	87.1	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
7	Zauss et al.	85	Yes	Keypoint Communities	2021-10-03	Code
8	TCFormer	79	Yes	Not All Tokens Are Equal: Human-centric Visual A...	2022-04-19	Code
9	RTMW-m	78.3	No	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
10	HPRNet	75.4	Yes	HPRNet: Hierarchical Point Regression for Whole-...	2021-06-08	Code
11	ViTPose+-H	63.3	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
12	ZoomNet (V0.5 data)	62.3	Yes	Whole-Body Human Pose Estimation in the Wild	2020-07-23	Code
13	HRNet	52.3	Yes	Deep High-Resolution Representation Learning for...	2019-02-25	Code
14	OpenPose	48.2	Yes	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code
15	AE	47.7	Yes	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code

#1PCNet
89.7
face
No paper
#2ZoomNAS (V1.0 data)SOTA
88.9
face· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#3RTMPose
88.9
face· Extra Data· 2023-03-13
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose Code
#4RTMW-x
88.4
face· Extra Data· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#5ZoomNet (V1.0 data)
88
face· Extra Data· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#6Sapiens-0.3B
87.1
face· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#7Zauss et al.SOTA
85
face· Extra Data· 2021-10-03
Keypoint Communities Code
#8TCFormer
79
face· Extra Data· 2022-04-19
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Code
#9RTMW-m
78.3
face· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#10HPRNetSOTA
75.4
face· Extra Data· 2021-06-08
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation Code
#11ViTPose+-H
63.3
face· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#12ZoomNet (V0.5 data)SOTA
62.3
face· Extra Data· 2020-07-23
Whole-Body Human Pose Estimation in the Wild Code
#13HRNetSOTA
52.3
face· Extra Data· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#14OpenPoseSOTA
48.2
face· Extra Data· 2016-11-24
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Code
#15AESOTA
47.7
face· Extra Data· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code