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Human Pose Estimation research benchmarks – Page 4 · SOTA2 Research

Human Pose Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.8U.arms Score

7

Feb 26, 2026

infant pose estimation dataset (test)

95AP

6

Feb 26, 2026

COCO (test-challenge)

77.1AP

6

Feb 26, 2026

MSCOCO Keypoint Challenge 2016 (test)

RMPE++ (ours++)

72.3AP

6

Feb 26, 2026

PASCAL-Person-Part (test)

58.5Head Joint Accuracy

6

Feb 26, 2026

PASCAL-Person-Part

37.5Forehead

6

Feb 26, 2026

76.6Avg PCK

5

Feb 26, 2026

55.2PVE

5

Feb 26, 2026

34.5PVE

5

Feb 26, 2026

41.9PVE

5

Feb 26, 2026

37PVE

5

Feb 26, 2026

COCO Person (without small person instances) 2017 (minival)

74.4mAP

5

Feb 26, 2026

AMASS Arms ×1.4 Torso ×0.7 (Protocol 2)

6.96MPJPE

4

May 13, 2026

AMASS Upper body ×1.4 (Protocol 2)

8.94MPJPE

4

May 13, 2026

AMASS Default shape (Protocol 2)

3.54MPJPE

4

May 13, 2026

AMASS Protocol 1 Arms scale 0.7 (test)

7.22MPJPE

4

May 13, 2026

AMASS Protocol 1 Arms scale 1.4 (test)

8.25MPJPE

4

May 13, 2026

AMASS Protocol 1 Upper body scale 0.7 (test)

6.67MPJPE

4

May 13, 2026

AMASS Protocol 2, Arms ×1.4 (test)

7.8MPJPE

4

May 13, 2026

Infant Videos (in-the-wild)

100AP (in-the-wild)

4

Feb 26, 2026

Infant Videos (standard)

100Pose AP

4

Feb 26, 2026

83.5Head Accuracy

4

Feb 26, 2026

OCHuman occ (test)

73.7AP

4

Feb 26, 2026

OCHuman occ (val)

73.2AP

4

Feb 26, 2026

PoseTrack21 (val)

92.2Head Acc

4

Feb 26, 2026

Page 4 of 6

Popular datasets

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