2D Human Pose Estimation on COCO-WholeBody

Metric: foot (higher is better)

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#	Model↕	foot▼	Extra Data	Paper	Date↕	Code
1	ZoomNet (V0.5 data)	79.8	Yes	Whole-Body Human Pose Estimation in the Wild	2020-07-23	Code
2	RTMW-x	79.6	Yes	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
3	ViTPose+-H	77.9	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
4	TCFormer	74.4	Yes	Not All Tokens Are Equal: Human-centric Visual A...	2022-04-19	Code
5	RTMPose	69.2	Yes	RTMPose: Real-Time Multi-Person Pose Estimation ...	2023-03-13	Code
6	Sapiens-0.3B	67.3	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
7	RTMW-m	67.1	No	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
8	PCNet	65.3	No	-	-	-
9	Zauss et al.	63.4	Yes	Keypoint Communities	2021-10-03	Code
10	ZoomNAS (V1.0 data)	61.7	No	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
11	ZoomNet (V1.0 data)	60.9	Yes	ZoomNAS: Searching for Whole-body Human Pose Est...	2022-08-23	Code
12	OpenPose	53.2	Yes	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code
13	HPRNet	53	Yes	HPRNet: Hierarchical Point Regression for Whole-...	2021-06-08	Code
14	HRNet	31.4	Yes	Deep High-Resolution Representation Learning for...	2019-02-25	Code
15	AE	7.7	Yes	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code

#1ZoomNet (V0.5 data)SOTA
79.8
foot· Extra Data· 2020-07-23
Whole-Body Human Pose Estimation in the Wild Code
#2RTMW-x
79.6
foot· Extra Data· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#3ViTPose+-H
77.9
foot· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#4TCFormer
74.4
foot· Extra Data· 2022-04-19
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Code
#5RTMPose
69.2
foot· Extra Data· 2023-03-13
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose Code
#6Sapiens-0.3B
67.3
foot· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#7RTMW-m
67.1
foot· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#8PCNet
65.3
foot
No paper
#9Zauss et al.
63.4
foot· Extra Data· 2021-10-03
Keypoint Communities Code
#10ZoomNAS (V1.0 data)
61.7
foot· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#11ZoomNet (V1.0 data)
60.9
foot· Extra Data· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Code
#12OpenPoseSOTA
53.2
foot· Extra Data· 2016-11-24
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Code
#13HPRNet
53
foot· Extra Data· 2021-06-08
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation Code
#14HRNet
31.4
foot· Extra Data· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#15AESOTA
7.7
foot· Extra Data· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code