2D Human Pose Estimation on OCHuman

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#	Model↕	Test AP▼	Extra Data	Paper	Date↕	Code
1	BBox-Mask-Pose 2x	48.3	Yes	Detection, Pose Estimation and Segmentation for ...	2024-12-02	Code
2	SEFD	44.1	No	-	-	Code
3	MIPNet (HRNet-W48)	42.5	No	Multi-Instance Pose Networks: Rethinking Top-Dow...	2021-01-27	Code
4	HRNet-W48	37.2	No	Multi-Instance Pose Networks: Rethinking Top-Dow...	2021-01-27	Code
5	HGG (AE+)	36	No	Differentiable Hierarchical Graph Grouping for M...	2020-07-23	-
6	ResNet-152	33.3	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
7	Associative Embedding+	32.8	No	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code
8	RMPE	30.7	No	RMPE: Regional Multi-person Pose Estimation	2016-12-01	Code
9	ResNet-50	30.4	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
10	Associative Embedding	29.5	No	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code
11	Pose2Seg	23.8	No	Pose2Seg: Detection Free Human Instance Segmenta...	2018-03-28	Code

#1BBox-Mask-Pose 2xSOTA
48.3
Test AP· Extra Data· 2024-12-02
Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle Code
#2SEFD
44.1
Test AP
No paperCode
#3MIPNet (HRNet-W48)SOTA
42.5
Test AP· 2021-01-27
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Code
#4HRNet-W48
37.2
Test AP· 2021-01-27
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Code
#5HGG (AE+)SOTA
36
Test AP· 2020-07-23
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation
#6ResNet-152SOTA
33.3
Test AP· 2018-04-17
Simple Baselines for Human Pose Estimation and Tracking Code
#7Associative Embedding+SOTA
32.8
Test AP· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code
#8RMPE
30.7
Test AP· 2016-12-01
RMPE: Regional Multi-person Pose Estimation Code
#9ResNet-50
30.4
Test AP· 2018-04-17
Simple Baselines for Human Pose Estimation and Tracking Code
#10Associative Embedding
29.5
Test AP· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Code
#11Pose2Seg
23.8
Test AP· 2018-03-28
Pose2Seg: Detection Free Human Instance Segmentation Code