1 Image, 2*2 Stitchi on CrowdPose

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	BUCTD-W48 (w/cond. input from PETR, and generative sampling)	78.5	No	Rethinking pose estimation in crowds: overcoming...	2023-06-13	Code
2	ViTPose-G	78.3	No	ViTPose: Simple Vision Transformer Baselines for...	2022-04-26	Code
3	BUCTD-W48 (w/cond. input from PETR)	76.7	No	Rethinking pose estimation in crowds: overcoming...	2023-06-13	Code
4	SwinV2-L 1K-MIM	75.5	No	Revealing the Dark Secrets of Masked Image Model...	2022-05-26	Code
5	SwinV2-B 1K-MIM	74.9	No	Revealing the Dark Secrets of Masked Image Model...	2022-05-26	Code
6	BUCTD-W48	72.9	No	Rethinking pose estimation in crowds: overcoming...	2023-06-13	Code
7	OpenPifPaf	70.5	No	OpenPifPaf: Composite Fields for Semantic Keypoi...	2021-03-03	Code
8	MIPNet (HRNet-W48)	70	No	Multi-Instance Pose Networks: Rethinking Top-Dow...	2021-01-27	Code
9	KAPAO-L	68.9	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code
10	KAPAO-M	67.1	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code
11	Hourglass-104	65.2	No	Greedy Offset-Guided Keypoint Grouping for Human...	2021-07-07	Code
12	KAPAO-S	63.8	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code

#1BUCTD-W48 (w/cond. input from PETR, and generative sampling)SOTA
78.5
AP· 2023-06-13
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity Code
#2ViTPose-GSOTA
78.3
AP· 2022-04-26
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Code
#3BUCTD-W48 (w/cond. input from PETR)
76.7
AP· 2023-06-13
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity Code
#4SwinV2-L 1K-MIM
75.5
AP· 2022-05-26
Revealing the Dark Secrets of Masked Image Modeling Code
#5SwinV2-B 1K-MIM
74.9
AP· 2022-05-26
Revealing the Dark Secrets of Masked Image Modeling Code
#6BUCTD-W48
72.9
AP· 2023-06-13
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity Code
#7OpenPifPafSOTA
70.5
AP· 2021-03-03
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association Code
#8MIPNet (HRNet-W48)SOTA
70
AP· 2021-01-27
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Code
#9KAPAO-L
68.9
AP· 2021-11-16
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation Code
#10KAPAO-M
67.1
AP· 2021-11-16
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation Code
#11Hourglass-104
65.2
AP· 2021-07-07
Greedy Offset-Guided Keypoint Grouping for Human Pose Estimation Code
#12KAPAO-S
63.8
AP· 2021-11-16
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation Code