Datasets › COCO-WholeBody
COCO-WholeBody
COCO-WholeBody is an extension of COCO dataset with whole-body annotations. There are 4 types of bounding boxes (person box, face box, left-hand box, and right-hand box) and 133 keypoints (17 for body, 6 for feet, 68 for face and 42 for hands) annotations for each person in the image.
Source: Whole-Body Human Pose Estimation in the Wild
Image source: https://arxiv.org/pdf/2007.11858v1.pdf
Benchmarks archive 2025-07-28
All 5 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| 2D Human Pose Estimation | COCO-WholeBody | RTMW-x WB 70.2 | RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation | open-mmlab/mmpose | 15 | Compare |
| Face Detection | COCO-WholeBody | HPRNet (Hourglass-104) AP 56.4 | HPRNet: Hierarchical Point Regression for Whole-Body... | nerminsamet/HPRNet | 2 | Compare |
| Facial Landmark Detection | COCO-WholeBody | HPRNet (Hourglass-104) keypoint AP 75.4 | HPRNet: Hierarchical Point Regression for Whole-Body... | nerminsamet/HPRNet | 2 | Compare |
| Hand Pose Estimation | COCO-WholeBody | HPRNet (Hourglass-104) keypoint AP 50.4 | HPRNet: Hierarchical Point Regression for Whole-Body... | nerminsamet/HPRNet | 2 | Compare |
| Multi-Person Pose Estimation | COCO-WholeBody | HPRNet (Hourglass-104) keypoint AP 59.4 | HPRNet: Hierarchical Point Regression for Whole-Body... | nerminsamet/HPRNet | 2 | Compare |
Papers archive 2025-07-28
13 shown of 13 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 33. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
Dataset loaders archive 2025-07-28
2 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
CC-BY-NC 4.0 ( not for commercial purpose)
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- COCO-WholeBody
1 variant name, as the archive lists them.
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