2D Human Pose Estimation on COCO-WholeBody

Metric: hand (higher is better)

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#	Model↕	hand▼	Extra Data	Paper	Date↕	Code
1	RTMW-x	66.4	Yes	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
2	PCNet	65.6	No	-	-	-
3	ZoomNAS (V1.0 data)	62.5	No	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
4	TCFormer	61.4	Yes	Not All Tokens Are Equal: Human-centric Visual A...	2022-04-19	Code
5	RTMPose	59	Yes	RTMPose: Real-Time Multi-Person Pose Estimation ...	2023-03-13	Code
6	Sapiens-0.3B	58.1	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
7	ZoomNet (V1.0 data)	57.9	Yes	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
8	ViTPose+-H	54.7	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
9	Zauss et al.	52.9	Yes	Keypoint Communities	2021-10-03	Code
10	HPRNet	50.4	Yes	HPRNet: Hierarchical Point Regression for Whole-...	2021-06-08	Code
11	RTMW-m	49.1	No	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
12	ZoomNet (V0.5 data)	40.1	Yes	Whole-Body Human Pose Estimation in the Wild	2020-07-23	Code
13	AE	34.1	Yes	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code
14	HRNet	30	Yes	Deep High-Resolution Representation Learning for...	2019-02-25	Code
15	OpenPose	19.8	Yes	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code

#1RTMW-xSOTA
66.4
hand· Extra Data· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#2PCNet
65.6
hand
No paper
#3ZoomNAS (V1.0 data)SOTA
62.5
hand· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#4TCFormerSOTA
61.4
hand· Extra Data· 2022-04-19
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Code
#5RTMPose
59
hand· Extra Data· 2023-03-13
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose Code
#6Sapiens-0.3B
58.1
hand· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#7ZoomNet (V1.0 data)
57.9
hand· Extra Data· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#8ViTPose+-H
54.7
hand· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#9Zauss et al.SOTA
52.9
hand· Extra Data· 2021-10-03
Keypoint Communities Code
#10HPRNetSOTA
50.4
hand· Extra Data· 2021-06-08
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation Code
#11RTMW-m
49.1
hand· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#12ZoomNet (V0.5 data)SOTA
40.1
hand· Extra Data· 2020-07-23
Whole-Body Human Pose Estimation in the Wild Code
#13AESOTA
34.1
hand· Extra Data· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code
#14HRNet
30
hand· Extra Data· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#15OpenPose
19.8
hand· Extra Data· 2016-11-24
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Code