PoseTrack
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Human Pose Estimation | PoseTrack 2018 (val) | Total Score89.8 | 97 | |
| Human Pose Estimation | PoseTrack 2017 (val) | Head93.3 | 75 | |
| Multi-person pose estimation | PoseTrack 2017 (test) | Total mAP80.9 | 39 | |
| Multi-person pose estimation | PoseTrack 2017 (val) | mAP (Total)83.8 | 39 | |
| Multi-person Pose Tracking | PoseTrack 2017 (val) | mAP80.7 | 30 | |
| Multi-Person Pose Tracking | PoseTrack Challenge Leaderboard 2017 (test) | mAP74.9 | 28 | |
| Multi-person Pose Tracking | PoseTrack 2018 (val) | mAP74.6 | 25 | |
| Human Pose Estimation | PoseTrack 2021 (test) | mAP88.3 | 19 | |
| Multi-person pose estimation | PoseTrack 2018 (test) | Ankle Joint Accuracy76.4 | 19 | |
| Video-based Human Pose Estimation | PoseTrack 2021 (val) | Mean Accuracy83.8 | 16 | |
| Multi-person Pose Estimation | Multi-Person PoseTrack | Head Accuracy0.565 | 15 | |
| Multiple Object Tracking | PoseTrack21 (val) | MOTA67.5 | 13 | |
| Pose Estimation and Tracking | PoseTrack 2017 (test) | MOTA64.1 | 13 | |
| Video Human Pose Estimation | PoseTrack 17 | Head AP90.9 | 11 | |
| Video Human Pose Estimation | PoseTrack18 | Head Accuracy87.8 | 11 | |
| Pose Tracking | PoseTrack 2018 (test) | MOTA61.7 | 11 | |
| Person Re-Identification | Occluded-PoseTrack | Rank-192.3 | 9 | |
| Video Pose Propagation | PoseTrack 2017 (val) | Head86.3 | 9 | |
| 2D Pose Estimation | PoseTrack (test val) | PCK@0.0593 | 8 | |
| Multi-person Pose Tracking | PoseTrack 2017 (test) | MOTA64.1 | 8 | |
| Person Re-identification | Occluded-PoseTrack (test) | R-192.3 | 8 | |
| Pose Tracking | PoseTrack 2021 (test) | mAP83 | 8 | |
| Multi-person tracking | PoseTrack (val) | HOTA57.8 | 8 | |
| Multi-person pose tracking | PoseTrack21 | HOTA63 | 6 | |
| 2D Pose Estimation | PoseTrack (val) | PCK@0.0590 | 6 |
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