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Papers Benchmarks Datasets Tasks

2D Pose Estimation research benchmarks · SOTA2 Research

2D Pose Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

37.1mAP

24

Feb 26, 2026

Venman 7–10 m 03

100SR

9

Mar 5, 2026

Venman03 (4–7 m (N = 4481))

100Success Rate (SR)

9

Mar 5, 2026

Venman03 (1–4 m)

100Success Rate (SR)

9

Mar 5, 2026

Evo Single (7–10 m)

99.9SR

9

Mar 5, 2026

Evo Single 4–7 m

100Sequence Rate (SR)

9

Mar 5, 2026

Evo Single 1–4 m

100SR

9

Mar 5, 2026

MM-Fi Protocol 3 (Setting 1)

65.8PCK@20

8

Apr 8, 2026

PoseTrack (test val)

93PCK@0.05

8

Mar 23, 2026

COCO (test val)

89PCK@0.05

8

Mar 23, 2026

PoseTrack (val)

90PCK@0.05

6

Feb 26, 2026

COCO 2017 (val)

86PCK@0.05

6

Feb 26, 2026

88.4mPCK (6px)

6

Feb 26, 2026

Syn2Sport Icehockey 1.0 (val)

55.3AP@5

5

Feb 26, 2026

Syn2Sport Baseball 1.0 (val)

89.1AP@5

5

Feb 26, 2026

93.5PCK@0.05

3

Feb 26, 2026

PennAction Tennis (test)

Proposed Approach

20.99Per Joint Distance Error (pixels)

3

Feb 26, 2026

PennAction Golf (test)

Proposed Approach

14.03Joint Distance Error (px)

3

Feb 26, 2026

Robust 3D Pose Estimation

82.9PCP (LUA)

3

Feb 26, 2026

Panoptic dataset

98.3AP

2

Feb 26, 2026

Popular datasets

Evo COCO PennAction PoseTrack Syn2Sport

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