OpenCodePapers

2d-human-pose-estimation-on-coco-wholebody-1

2D Human Pose Estimation

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Paper	Code	WB	body	foot	face	hand	ModelName	ReleaseDate
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation	✓ Link	70.2	76.3	79.6	88.4	66.4	RTMW-x	2024-07-11
PCNet: a human pose compensation network based on incremental learning for sports actions estimation		66.4	76.9	65.3	89.7	65.6	PCNet	2024-11-11
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild	✓ Link	65.4	74.0	61.7	88.9	62.5	ZoomNAS (V1.0 data)	2022-08-23
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose	✓ Link	65.3	71.4	69.2	88.9	59.0	RTMPose	2023-03-13
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer	✓ Link	64.2	71.8	74.4	79.0	61.4	TCFormer	2022-04-19
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild	✓ Link	63.0	74.5	60.9	88.0	57.9	ZoomNet (V1.0 data)	2022-08-23
Sapiens: Foundation for Human Vision Models	✓ Link	62.0	66.4	67.3	87.1	58.1	Sapiens-0.3B	2024-08-22
ViTPose++: Vision Transformer for Generic Body Pose Estimation	✓ Link	61.2	75.9	77.9	63.3	54.7	ViTPose+-H	2022-12-07
Keypoint Communities	✓ Link	60.4	69.6	63.4	85.0	52.9	Zauss et al.	2021-10-03
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation	✓ Link	58	67.6	67.1	78.3	49.1	RTMW-m	2024-07-11
Whole-Body Human Pose Estimation in the Wild	✓ Link	54.1	74.3	79.8	62.3	40.1	ZoomNet (V0.5 data)	2020-07-23
Deep High-Resolution Representation Learning for Human Pose Estimation	✓ Link	43.2	65.9	31.4	52.3	30.0	HRNet	2019-02-25
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation	✓ Link	34.8	59.4	53.0	75.4	50.4	HPRNet	2021-06-08
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields	✓ Link	33.8	56.3	53.2	48.2	19.8	OpenPose	2016-11-24
Associative Embedding: End-to-End Learning for Joint Detection and Grouping	✓ Link	27.4	40.5	7.7	47.7	34.1	AE	2016-11-16