COCO-WholeBody

Overview edit

Variants: COCO-WholeBody

Associated Benchmarks

This dataset is used in 5 benchmarks:

• Hand Pose Estimation - Metrics: keypoint AP
• Facial Landmark Detection - Metrics: keypoint AP
• Face Detection - Metrics: AP, AP50, AP75, APL, APM
• 2D Human Pose Estimation - Metrics: WB, body, foot, face, hand
• Multi-Person Pose Estimation - Metrics: keypoint AP

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• Sapiens: Foundation for Human Vision Models (2024) -
• RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation (2024) -
• RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose (2023) -
• ViTPose++: Vision Transformer for Generic Body Pose Estimation (2022) -
• ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild (2022) -
• Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer (2022) -
• Keypoint Communities (2021) -
• HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation (2021) -
• Whole-Body Human Pose Estimation in the Wild (2020) -
• Deep High-Resolution Representation Learning for Human Pose Estimation (2019) -
• Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields (2016) -
• Associative Embedding: End-to-End Learning for Joint Detection and Grouping (2016) -