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Papers Benchmarks Datasets Tasks

3D Human Pose Estimation research benchmarks – Page 8 · SOTA2 Research

3D Human Pose Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Person-in-WiFi-3D single-environment (test)

86.9MPJPE

5

Jul 7, 2026

221W-MPJPE

5

Jul 3, 2026

68.1MPJPE

5

May 8, 2026

22.68MPJPE

5

Mar 18, 2026

89.1MPJPE

5

Feb 27, 2026

non-public application dataset lap subset

83.3AP (Pose)

5

Feb 26, 2026

74.1Runtime (ms)

5

Feb 26, 2026

SceneEgo monocular

93MPJPE

5

Feb 26, 2026

49.7PA-MPJPE

5

Feb 26, 2026

64.69MPJPE

5

Apr 10, 2026

Human3.6M GT 2D keypoints

35.8PA-MPJPE

5

Feb 26, 2026

83PA-MPJPE

5

Feb 26, 2026

3DCP Scan (test)

69.5MPJPE

5

Feb 26, 2026

72.2PA-MPJPE

5

Feb 26, 2026

MPI-INF-3DHP 14-joint 1.0 (test)

72.5PCK

5

Feb 26, 2026

KTH Football II

Coarse-to-Fine Volumetric Prediction

96PCP (Upper Arms)

5

Feb 26, 2026

HumanEva-I (val)

62.4Walking Score

5

Feb 26, 2026

CMU Panoptic CMU4 (test)

94.2AP@0.25

5

Feb 26, 2026

CMU Panoptic CMU3 (test)

59.5AP@0.25

5

Feb 26, 2026

CMU Panoptic CMU2 (test)

74.6AP@0.25

5

Feb 26, 2026

CMU Panoptic CMU1 (test)

8,680AP@0.25

5

Feb 26, 2026

CMU Panoptic 7 cameras CMU0 (test)

95.6AP@0.25

5

Feb 26, 2026

CMU Panoptic 6 cameras CMU0 (test)

9,470AP@0.25

5

Feb 26, 2026

CMU Panoptic 4 cameras CMU0 (test)

84.9AP@0.25

5

Feb 26, 2026

CMU Panoptic 3 cameras CMU0 (test)

55.4AP@0.25

5

Feb 26, 2026

Page 8 of 11

Popular datasets

Human3.6M MPI-INF-3DHP HumanEva 3DPW CMU Panoptic

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