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Papers Benchmarks Datasets Tasks

PoseTrack dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

PoseTrack

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

2D Pose Estimation

PoseTrack (val)

90PCK@0.05

6

Pose Estimation

PoseTrack 2018 (test)

0.749mAP

6

Multi-person pose tracking

PoseTrack Challenge (val)

73.9MOTA (Head)

6

Multi-person pose estimation

PoseTrack Challenge (val)

81.7Head mAP

6

PoseTrack (test)

2,220Tracked IDs Count

6

Interactive Keypoint Annotation

PoseTrack21

3.39VNoC @ 75

5

Multiple Object Tracking

PoseTrack18

66.4HOTA

5

Multiple Object Tracking

PoseTrack 21

74.4MOTA

4

Human Pose Estimation

PoseTrack21 (val)

92.2Head Acc

4

PoseTrack 2018 (val)

4.1FPS

4

Multi-person Pose Estimation

PoseTrack Challenge dataset (test)

73.9mAP (Total)

4

Human Body Pose Estimation

PoseTrack

87PCK@0.05

3

PoseTrack Mini 1.0 (test)

55.9MOTA Head

3

Multi-person Pose Tracking

PoseTrack 30/30 split (test)

65.9Rell

2

Multi-person pose estimation

PoseTrack Challenge Mini v1.0 (test)

65.3mAP (Head)

2

Multi-person pose estimation

PoseTrack (test)

64.7mAP (Head)

2

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Popular tasks

Multi-person Pose Estimation Multi-person pose tracking Pose Tracking Human Pose Estimation Multiple Object Tracking

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