Multi-Person Pose Estimation on COCO (Common Objects in Context)

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	RSN	0.792	No	Learning Delicate Local Representations for Mult...	2020-03-09	Code
2	DarkPose	0.774	Yes	Distribution-Aware Coordinate Representation for...	2019-10-14	Code
3	UniPose	0.768	Yes	X-Pose: Detecting Any Keypoints	2023-10-12	Code
4	CPN+	0.73	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
5	BAPose	0.727	No	BAPose: Bottom-Up Pose Estimation with Disentang...	2021-12-20	Code
6	CenterGroup	0.714	No	The Center of Attention: Center-Keypoint Groupin...	2021-10-11	Code
7	OpenPifPaf	0.709	No	OpenPifPaf: Composite Fields for Semantic Keypoi...	2021-03-03	Code
8	Pose Residual Network	0.697	No	MultiPoseNet: Fast Multi-Person Pose Estimation ...	2018-07-11	Code
9	G-RMI*	0.685	No	Towards Accurate Multi-person Pose Estimation in...	2017-01-06	-
10	Supervising Self-Attention	0.665	No	Attend to Who You Are: Supervising Self-Attentio...	2021-11-25	Code
11	Associative Embedding	0.655	No	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code
12	G-RMI	0.649	No	Towards Accurate Multi-person Pose Estimation in...	2017-01-06	-

#1RSNSOTA
0.792
AP· 2020-03-09
Learning Delicate Local Representations for Multi-Person Pose Estimation Code
#2DarkPoseSOTA
0.774
AP· Extra Data· 2019-10-14
Distribution-Aware Coordinate Representation for Human Pose Estimation Code
#3UniPose
0.768
AP· Extra Data· 2023-10-12
X-Pose: Detecting Any Keypoints Code
#4CPN+SOTA
0.73
AP· 2017-11-20
Cascaded Pyramid Network for Multi-Person Pose Estimation Code
#5BAPose
0.727
AP· 2021-12-20
BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall Representations Code
#6CenterGroup
0.714
AP· 2021-10-11
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation Code
#7OpenPifPaf
0.709
AP· 2021-03-03
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association Code
#8Pose Residual Network
0.697
AP· 2018-07-11
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network Code
#9G-RMI*SOTA
0.685
AP· 2017-01-06
Towards Accurate Multi-person Pose Estimation in the Wild
#10Supervising Self-Attention
0.665
AP· 2021-11-25
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware Association Code
#11Associative EmbeddingSOTA
0.655
AP· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code
#12G-RMI
0.649
AP· 2017-01-06
Towards Accurate Multi-person Pose Estimation in the Wild