1 Image, 2*2 Stitchi on COCO (Common Objects in Context)

Metric: Test AP (higher is better)

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#	Model↕	Test AP▼	Extra Data	Paper	Date↕	Code
1	4xRSN-50(384×288)	78.6	No	Learning Delicate Local Representations for Mult...	2020-03-09	Code
2	Poseur(384x288)	78.3	No	Poseur: Direct Human Pose Regression with Transf...	2022-01-19	Code
3	EvoPose2D-L(512x384)	76.8	No	EvoPose2D: Pushing the Boundaries of 2D Human Po...	2020-11-17	Code
4	EvoPose2D-L	76.8	No	EvoPose2D: Pushing the Boundaries of 2D Human Po...	2020-11-17	Code
5	PoseFix(384x288)	76.7	No	PoseFix: Model-agnostic General Human Pose Refin...	2018-12-10	Code
6	PoseFix	76.7	No	PoseFix: Model-agnostic General Human Pose Refin...	2018-12-10	Code
7	DarkPose(384x288)	76.2	No	Distribution-Aware Coordinate Representation for...	2019-10-14	Code
8	MSPN(384x288)	76.1	No	Rethinking on Multi-Stage Networks for Human Pos...	2019-01-01	Code
9	AggPose(256x192)	75.7	No	AggPose: Deep Aggregation Vision Transformer for...	2022-05-11	Code
10	MIPNet(384x288)	75.7	No	Multi-Instance Pose Networks: Rethinking Top-Dow...	2021-01-27	Code
11	HRNet-48(384x288)	75.5	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
12	TransPose(256x192)	75	No	TransPose: Keypoint Localization via Transformer	2020-12-28	Code
13	AlphaPose	73.3	Yes	RMPE: Regional Multi-person Pose Estimation	2016-12-01	Code
14	CPN+	73	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
15	CenterGroup	71.4	No	The Center of Attention: Center-Keypoint Groupin...	2021-10-11	Code
16	BAPose	71.2	No	BAPose: Bottom-Up Pose Estimation with Disentang...	2021-12-20	Code
17	PNFS	70.9	No	Pose Neural Fabrics Search	2019-09-16	Code
18	OpenPifPaf	70.9	No	OpenPifPaf: Composite Fields for Semantic Keypoi...	2021-03-03	Code
19	PersonLab	66.5	No	PersonLab: Person Pose Estimation and Instance S...	2018-03-22	Code
20	Pose-AE	62.8	No	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code
21	LitePose-S	56.7	No	Lite Pose: Efficient Architecture Design for 2D ...	2022-05-03	Code

#14xRSN-50(384×288)SOTA
78.6
Test AP· 2020-03-09
Learning Delicate Local Representations for Multi-Person Pose Estimation Code
#2Poseur(384x288)
78.3
Test AP· 2022-01-19
Poseur: Direct Human Pose Regression with Transformers Code
#3EvoPose2D-L(512x384)
76.8
Test AP· 2020-11-17
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer Code
#4EvoPose2D-L
76.8
Test AP· 2020-11-17
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer Code
#5PoseFix(384x288)SOTA
76.7
Test AP· 2018-12-10
PoseFix: Model-agnostic General Human Pose Refinement Network Code
#6PoseFix
76.7
Test AP· 2018-12-10
PoseFix: Model-agnostic General Human Pose Refinement Network Code
#7DarkPose(384x288)
76.2
Test AP· 2019-10-14
Distribution-Aware Coordinate Representation for Human Pose Estimation Code
#8MSPN(384x288)
76.1
Test AP· 2019-01-01
Rethinking on Multi-Stage Networks for Human Pose Estimation Code
#9AggPose(256x192)
75.7
Test AP· 2022-05-11
AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation Code
#10MIPNet(384x288)
75.7
Test AP· 2021-01-27
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Code
#11HRNet-48(384x288)
75.5
Test AP· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#12TransPose(256x192)
75
Test AP· 2020-12-28
TransPose: Keypoint Localization via Transformer Code
#13AlphaPoseSOTA
73.3
Test AP· Extra Data· 2016-12-01
RMPE: Regional Multi-person Pose Estimation Code
#14CPN+
73
Test AP· 2017-11-20
Cascaded Pyramid Network for Multi-Person Pose Estimation Code
#15CenterGroup
71.4
Test AP· 2021-10-11
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation Code
#16BAPose
71.2
Test AP· 2021-12-20
BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall Representations Code
#17PNFS
70.9
Test AP· 2019-09-16
Pose Neural Fabrics Search Code
#18OpenPifPaf
70.9
Test AP· 2021-03-03
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association Code
#19PersonLab
66.5
Test AP· 2018-03-22
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model Code
#20Pose-AESOTA
62.8
Test AP· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code
#21LitePose-S
56.7
Test AP· 2022-05-03
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation Code