1 Image, 2*2 Stitchi on COCO test-dev

Metric: AR (higher is better)

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#	Model↕	AR▼	Extra Data	Paper	Date↕	Code
1	Simple Pose	88.2	Yes	Simple Pose: Rethinking and Improving a Bottom-u...	2019-11-24	Code
2	ViTPose (ViTAE-G, ensemble)	85.6	No	ViTPose: Simple Vision Transformer Baselines for...	2022-04-26	Code
3	ViTPose (ViTAE-G)	85.4	No	ViTPose: Simple Vision Transformer Baselines for...	2022-04-26	Code
4	PoseBH-H	84.5	Yes	PoseBH: Prototypical Multi-Dataset Training Beyo...	2025-05-23	Code
5	4xRSN-50 (ensemble)	84.1	No	Learning Delicate Local Representations for Mult...	2020-03-09	Code
6	4xRSN-50	83.8	No	Learning Delicate Local Representations for Mult...	2020-03-09	Code
7	CCM+	83.6	No	Towards High Performance Human Keypoint Detection	2020-02-03	Code
8	HRNet-W48+DARK	82.3	No	Distribution-Aware Coordinate Representation for...	2019-10-14	Code
9	HRNet-W48 + extra data	82	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
10	HRNet*	82	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
11	UDP-Pose-PSA(384x288)	81.9	No	Polarized Self-Attention: Towards High-quality P...	2021-07-02	Code
12	EvoPose2D-L	81.7	No	EvoPose2D: Pushing the Boundaries of 2D Human Po...	2020-11-17	Code
13	HRNet-W48+UDP	81.6	No	The Devil is in the Details: Delving into Unbias...	2019-11-18	Code
14	MSPN	81.6	No	Rethinking on Multi-Stage Networks for Human Pos...	2019-01-01	Code
15	MSPN	81.6	No	Rethinking on Multi-Stage Networks for Human Pos...	2019-01-01	Code
16	SCIO (HRNet-48)	81.6	No	Self-Constrained Inference Optimization on Struc...	2022-07-06	-
17	Simple Base+*	81.5	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
18	UDP-Pose-PSA(256x192)	81.4	No	Polarized Self-Attention: Towards High-quality P...	2021-07-02	Code
19	OmniPose (WASPv2)	81.2	No	OmniPose: A Multi-Scale Framework for Multi-Pers...	2021-03-18	Code
20	HRFormer-B	81.2	No	HRFormer: High-Resolution Transformer for Dense ...	2021-10-18	Code
21	MIPNet	80.5	No	Multi-Instance Pose Networks: Rethinking Top-Dow...	2021-01-27	Code
22	HRNet	80.5	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
23	S-ViPNAS-HRNetW32	80.4	No	ViPNAS: Efficient Video Pose Estimation via Neur...	2021-05-21	Code
24	PoseFix	79.9	No	PoseFix: Model-agnostic General Human Pose Refin...	2018-12-10	Code
25	DPIT-L	79.9	No	DPIT: Dual-Pipeline Integrated Transformer for H...	2022-09-02	-
26	Flow-based (ResNet-152)	79	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
27	CPN+ [6, 9]	79	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
28	Simple Base	79	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
29	CPN+	79	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
30	CPN	78.5	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
31	CPN	78.5	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
32	KAPAO-L	77.7	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code
33	S-ViPNAS-Res50	77.3	No	ViPNAS: Efficient Video Pose Estimation via Neur...	2021-05-21	Code
34	Dite-HRNet-30	76.4	No	Dite-HRNet: Dynamic Lightweight High-Resolution ...	2022-04-22	Code
35	KAPAO-M	76.3	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code
36	HigherHRNet (ScaleNet_P4)	76	No	ScaleNAS: One-Shot Learning of Scale-Aware Repre...	2020-11-30	-
37	Lite-HRNet-30	75.4	Yes	Lite-HRNet: A Lightweight High-Resolution Network	2021-04-13	Code
38	Lite-HRNet-18	72.6	No	Lite-HRNet: A Lightweight High-Resolution Network	2021-04-13	Code
39	Simple Pose	72.1	No	Simple Pose: Rethinking and Improving a Bottom-u...	2019-11-24	Code
40	Identity Mapping Hourglass	72.1	No	Simple Pose: Rethinking and Improving a Bottom-u...	2019-11-24	Code
41	KAPAO-S	71.2	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code
42	AE	70.2	No	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code
43	G-RMI	69.7	No	Towards Accurate Multi-person Pose Estimation in...	2017-01-06	-
44	G-RMI	69.7	No	Towards Accurate Multi-person Pose Estimation in...	2017-01-06	-
45	CMU-Pose	66.5	No	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code
46	CMU Pose	66.5	No	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code

#1Simple PoseSOTA
88.2
AR· Extra Data· 2019-11-24
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation Code
#2ViTPose (ViTAE-G, ensemble)
85.6
AR· 2022-04-26
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Code
#3ViTPose (ViTAE-G)
85.4
AR· 2022-04-26
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Code
#4PoseBH-H
84.5
AR· Extra Data· 2025-05-23
PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation Code
#54xRSN-50 (ensemble)
84.1
AR· 2020-03-09
Learning Delicate Local Representations for Multi-Person Pose Estimation Code
#64xRSN-50
83.8
AR· 2020-03-09
Learning Delicate Local Representations for Multi-Person Pose Estimation Code
#7CCM+
83.6
AR· 2020-02-03
Towards High Performance Human Keypoint Detection Code
#8HRNet-W48+DARKSOTA
82.3
AR· 2019-10-14
Distribution-Aware Coordinate Representation for Human Pose Estimation Code
#9HRNet-W48 + extra dataSOTA
82
AR· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#10HRNet*
82
AR· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#11UDP-Pose-PSA(384x288)
81.9
AR· 2021-07-02
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Code
#12EvoPose2D-L
81.7
AR· 2020-11-17
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer Code
#13HRNet-W48+UDP
81.6
AR· 2019-11-18
The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation Code
#14MSPNSOTA
81.6
AR· 2019-01-01
Rethinking on Multi-Stage Networks for Human Pose Estimation Code
#15MSPN
81.6
AR· 2019-01-01
Rethinking on Multi-Stage Networks for Human Pose Estimation Code
#16SCIO (HRNet-48)
81.6
AR· 2022-07-06
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation
#17Simple Base+*SOTA
81.5
AR· 2018-04-17
Simple Baselines for Human Pose Estimation and Tracking Code
#18UDP-Pose-PSA(256x192)
81.4
AR· 2021-07-02
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Code
#19OmniPose (WASPv2)
81.2
AR· 2021-03-18
OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation Code
#20HRFormer-B
81.2
AR· 2021-10-18
HRFormer: High-Resolution Transformer for Dense Prediction Code
#21MIPNet
80.5
AR· 2021-01-27
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Code
#22HRNet
80.5
AR· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#23S-ViPNAS-HRNetW32
80.4
AR· 2021-05-21
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search Code
#24PoseFix
79.9
AR· 2018-12-10
PoseFix: Model-agnostic General Human Pose Refinement Network Code
#25DPIT-L
79.9
AR· 2022-09-02
DPIT: Dual-Pipeline Integrated Transformer for Human Pose Estimation
#26Flow-based (ResNet-152)
79
AR· 2018-04-17
Simple Baselines for Human Pose Estimation and Tracking Code
#27CPN+ [6, 9]SOTA
79
AR· 2017-11-20
Cascaded Pyramid Network for Multi-Person Pose Estimation Code
#28Simple Base
79
AR· 2018-04-17
Simple Baselines for Human Pose Estimation and Tracking Code
#29CPN+
79
AR· 2017-11-20
Cascaded Pyramid Network for Multi-Person Pose Estimation Code
#30CPN
78.5
AR· 2017-11-20
Cascaded Pyramid Network for Multi-Person Pose Estimation Code
#31CPN
78.5
AR· 2017-11-20
Cascaded Pyramid Network for Multi-Person Pose Estimation Code
#32KAPAO-L
77.7
AR· 2021-11-16
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation Code
#33S-ViPNAS-Res50
77.3
AR· 2021-05-21
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search Code
#34Dite-HRNet-30
76.4
AR· 2022-04-22
Dite-HRNet: Dynamic Lightweight High-Resolution Network for Human Pose Estimation Code
#35KAPAO-M
76.3
AR· 2021-11-16
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation Code
#36HigherHRNet (ScaleNet_P4)
76
AR· 2020-11-30
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition
#37Lite-HRNet-30
75.4
AR· Extra Data· 2021-04-13
Lite-HRNet: A Lightweight High-Resolution Network Code
#38Lite-HRNet-18
72.6
AR· 2021-04-13
Lite-HRNet: A Lightweight High-Resolution Network Code
#39Simple Pose
72.1
AR· 2019-11-24
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation Code
#40Identity Mapping Hourglass
72.1
AR· 2019-11-24
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation Code
#41KAPAO-S
71.2
AR· 2021-11-16
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation Code
#42AESOTA
70.2
AR· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code
#43G-RMI
69.7
AR· 2017-01-06
Towards Accurate Multi-person Pose Estimation in the Wild
#44G-RMI
69.7
AR· 2017-01-06
Towards Accurate Multi-person Pose Estimation in the Wild
#45CMU-Pose
66.5
AR· 2016-11-24
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Code
#46CMU Pose
66.5
AR· 2016-11-24
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Code