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2D Human Pose Estimation On Coco Wholebody 1

评估指标

WB
body
face
foot
hand

评测结果

各个模型在此基准测试上的表现结果

Paper Title
Sapiens-2B74.479.291.284.170.4Sapiens: Foundation for Human Vision Models
RTMW-x70.276.388.479.666.4RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation
PCNet66.476.989.765.365.6-
ZoomNAS (V1.0 data)65.474.088.961.762.5ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild
RTMPose65.371.488.969.259.0RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose
TCFormer64.271.879.074.461.4Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer
ZoomNet (V1.0 data)63.074.588.060.957.9ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild
Sapiens-0.3B62.066.487.167.358.1Sapiens: Foundation for Human Vision Models
ViTPose+-H61.275.963.377.954.7ViTPose++: Vision Transformer for Generic Body Pose Estimation
Zauss et al.60.469.685.063.452.9Keypoint Communities
RTMW-m5867.678.367.149.1RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation
ZoomNet (V0.5 data)54.174.362.379.840.1Whole-Body Human Pose Estimation in the Wild
HRNet43.265.9 52.331.430.0Deep High-Resolution Representation Learning for Human Pose Estimation
HPRNet34.859.475.453.050.4HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation
OpenPose33.856.348.253.219.8Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
AE27.440.547.77.734.1Associative Embedding: End-to-End Learning for Joint Detection and Grouping
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