Datasets › PoseTrack
PoseTrack
The PoseTrack dataset is a large-scale benchmark for multi-person pose estimation and tracking in videos. It requires not only pose estimation in single frames, but also temporal tracking across frames. It contains 514 videos including 66,374 frames in total, split into 300, 50 and 208 videos for training, validation and test set respectively. For training videos, 30 frames from the center are annotated. For validation and test videos, besides 30 frames from the center, every fourth frame is also annotated for evaluating long range articulated tracking. The annotations include 15 body keypoints location, a unique person id and a head bounding box for each person instance.
Source: Simple Baselines for Human Pose Estimation and Tracking Image Source: https://posetrack.net/
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 | ||||
|---|---|---|---|---|---|---|
| Pose Tracking | PoseTrack2017 | DetTrack MOTA 64.09 | Combining detection and tracking for human pose... | — | 10 | Compare |
| Pose Tracking | PoseTrack2018 | DetTrack MOTA 64.3 | Combining detection and tracking for human pose... | — | 5 | Compare |
| Multi-Person Pose Estimation | PoseTrack2018 | Poseidon Mean mAP 87.8 | Poseidon: A ViT-based Architecture for Multi-Frame Pose... | CesareDavidePace/poseidon | 4 | Compare |
| Multi-Person Pose Estimation | PoseTrack2017 | DCPose Mean mAP 79.2 | Deep Dual Consecutive Network for Human Pose Estimation | Pose-Group/DCPose | 3 | Compare |
| Multi-Person Pose Estimation and Tracking | PoseTrack2018 | Refine MOTA 58.4 | Learning to Refine Human Pose Estimation | — | 1 | Compare |
Papers archive 2025-07-28
16 shown of 16 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 103. 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
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- PoseTrack2017
- PoseTrack2018
- PoseTrack
3 variant names, as the archive lists them.
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