Multi-Person Pose Estimation on OCHuman

Metric: AP50 (higher is better)

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#	Model↕	AP50▼	Extra Data	Paper	Date↕	Code
1	MIPNet (gt-bb)	89.7	No	Multi-Instance Pose Networks: Rethinking Top-Dow...	2021-01-27	Code
2	I²R-Net (1st stage:TransPose-H)	85	No	I^2R-Net: Intra- and Inter-Human Relation Networ...	2022-06-22	Code
3	TransPose-H	82.7	No	TransPose: Keypoint Localization via Transformer	2020-12-28	Code
4	HRFormer-B	81.4	No	HRFormer: High-Resolution Transformer for Dense ...	2021-10-18	Code
5	SPM	67.5	No	Single-Stage Multi-Person Pose Machines	2019-08-24	Code
6	CrowdPose	40.8	No	CrowdPose: Efficient Crowded Scenes Pose Estimat...	2018-12-02	Code
7	SimplePose	37.4	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
8	Mask R-CNN	33.2	No	Mask R-CNN	2017-03-20	Code

#1MIPNet (gt-bb)SOTA
89.7
AP50· 2021-01-27
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Code
#2I²R-Net (1st stage:TransPose-H)
85
AP50· 2022-06-22
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation Code
#3TransPose-HSOTA
82.7
AP50· 2020-12-28
TransPose: Keypoint Localization via Transformer Code
#4HRFormer-B
81.4
AP50· 2021-10-18
HRFormer: High-Resolution Transformer for Dense Prediction Code
#5SPMSOTA
67.5
AP50· 2019-08-24
Single-Stage Multi-Person Pose Machines Code
#6CrowdPoseSOTA
40.8
AP50· 2018-12-02
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark Code
#7SimplePoseSOTA
37.4
AP50· 2018-04-17
Simple Baselines for Human Pose Estimation and Tracking Code
#8Mask R-CNNSOTA
33.2
AP50· 2017-03-20
Mask R-CNN Code