Pose Estimation On Mpii Human Pose

Metrics

PCKh-0.5

Results

Performance results of various models on this benchmark

Model Name	PCKh-0.5	Paper Title	Repository
Lifshitz et al.	85.0	Human Pose Estimation using Deep Consensus Voting	-
Human Pose Estimation	89.7	Human pose estimation via Convolutional Part Heatmap Regression	-
DeepCut	82.40	DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation	-
UniHCP (FT)	93.2	UniHCP: A Unified Model for Human-Centric Perceptions	-
Improved Binary Network (HourGlass)	80.9	Improved training of binary networks for human pose estimation and image recognition	-
Pyramid Residual Modules (PRMs)	92.0	Learning Feature Pyramids for Human Pose Estimation	-
DU-Net	91.2	Quantized Densely Connected U-Nets for Efficient Landmark Localization	-
Chen et al. ICCV'17	91.9	Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation	-
DarkPose	90.6	Distribution-Aware Coordinate Representation for Human Pose Estimation	-
FPD	91.1	Fast Human Pose Estimation	-
Part heatmap regression (ResNet-152)	89.7	Human pose estimation via Convolutional Part Heatmap Regression	-
CHPR	86.4	Compositional Human Pose Regression	-
TransPose	93.5	TransPose: Keypoint Localization via Transformer	-
Dite-HRNet-30	87.6	Dite-HRNet: Dynamic Lightweight High-Resolution Network for Human Pose Estimation	-
Soft-gated Skip Connections	94.1	Toward fast and accurate human pose estimation via soft-gated skip connections	-
HRNet-W32	92.3	Deep High-Resolution Representation Learning for Human Pose Estimation	-
PCT (swin-l, test set)	94.3	Human Pose as Compositional Tokens	-
ResNet-152 + intermediate supervision	88.52	DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model	-
Stacked Hourglass Networks	90.9	Stacked Hourglass Networks for Human Pose Estimation	-
UniPose	92.7	UniPose: Unified Human Pose Estimation in Single Images and Videos	-

0 of 46 row(s) selected.