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2D Pose Estimation

detective pose

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 81–90 of 90 papers

Title	Date	Tasks	Status	Hype
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach	Apr 8, 2017	2D Pose Estimation3D Human Pose Estimation	CodeCode Available	0
Polar Coordinate-Based 2D Pose Prior with Neural Distance Field	May 6, 2025	2D Pose EstimationPose Estimation	CodeCode Available	0
Cross View Fusion for 3D Human Pose Estimation	Sep 3, 2019	2D Pose Estimation3D Human Pose Estimation	CodeCode Available	0
POISE: Pose Guided Human Silhouette Extraction under Occlusions	Nov 9, 2023	2D Pose EstimationGait Recognition	CodeCode Available	0
Single camera pose estimation using Bayesian filtering and Kinect motion priors	May 20, 2014	2D Pose EstimationCamera Pose Estimation	CodeCode Available	0
Learning to Train with Synthetic Humans	Aug 2, 2019	2D Pose EstimationPose Estimation	CodeCode Available	0
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video	Nov 30, 2015	2D Pose Estimation3D Human Pose Estimation	CodeCode Available	0
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation	Aug 13, 2020	2D Pose EstimationDomain Adaptation	CodeCode Available	0
2D Pose Estimation based Child Action Recognition	Dec 18, 2022	2D Pose EstimationAction Recognition	CodeCode Available	0
Intention Recognition of Pedestrians and Cyclists by 2D Pose Estimation	Oct 9, 2019	2D Pose EstimationAutonomous Vehicles	CodeCode Available	0

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All datasets iRodent MP-100 300W Animal Kingdom Desert Locust HARPER Human3.6M MacaquePose Vinegar Fly

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	fine-tuned HRNetw32 pretrained on SuperAnimal (1 fac of data)	Average mAP	72.97	—	Unverified
2	fine-tuned HRNetw32 pretrained on AP-10K (1 fac of data)	Average mAP	61.64	—	Unverified
3	fine-tuned HRNetw32 pretrained on SuperAnimal (0.01 fac of data)	Average mAP	60.85	—	Unverified
4	fine-tuned HRNetw32 pretrained on ImageNet	Average mAP	58.86	—	Unverified
5	zero-shot HRNet-w32 pretrained on SuperAnimal-Quadruped	Average mAP	58.56	—	Unverified
6	zero-shot AnimalTokenPose pretrained on AP-10K	Average mAP	55.42	—	Unverified
7	fine-tuned HRNetw32 pretrained on AP-10K (0.01 fac of data)	Average mAP	43.14	—	Unverified
8	zero-shot HRNet-w32 pretrained on AP-10K	Average mAP	40.39	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CapeLLM	Mean PCK@0.2 - 1shot	92.6	—	Unverified
2	CapeX	Mean PCK@0.2 - 1shot	91.5	—	Unverified
3	EdgeCape	Mean PCK@0.2 - 1shot	89.01	—	Unverified
4	PoseAnything-T	Mean PCK@0.2 - 1shot	87.47	—	Unverified
5	CapeFormer	Mean PCK@0.2 - 1shot	85.31	—	Unverified
6	POMNet	Mean PCK@0.2 - 1shot	79.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UniPose	Mean PCK@0.2	99.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UniPose	Mean PCK@0.2	96.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UniPose	Mean PCK@0.2	99.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HRNet	PCK	868	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UniHCP (finetune)	EPE	6.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UniPose	AP	79.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UniPose	Mean PCK@0.2	99.9	—	Unverified