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Papers Benchmarks Datasets Tasks

3D Human Pose Estimation research benchmarks – Page 11 · SOTA2 Research

3D Human Pose Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Campus Extended (test)

98.37PCP (Actor 1)

3

Feb 26, 2026

MPI-INF-3DHP MI (test)

67.5PA-MPJPE

3

Feb 26, 2026

3DPW ground truth person crop

SPIN + SMPLify (ours)

83.154MPJPE

3

Feb 26, 2026

InterHand (test)

epipolar transformer

4.91MPJPE (mm)

3

Feb 26, 2026

Human3.6M Standard protocol 9 (5 subjects train, 2 subjects test)

54.8Direct MPJPE

3

Feb 26, 2026

HumanEva-I Boxing

39.4Stage 1 Error

3

Feb 26, 2026

Human3.6M (transfer)

VoxelKeypointFusion

96.9PCP

3

Feb 26, 2026

MM-OR POSE (test)

47.06AP@50

2

Jun 8, 2026

FIFA Skeletal Tracking Challenge 2026 (val)

0.37Global MPJPE

2

Jun 1, 2026

RPP-Gauss.-Gauss.-Cov.

2.3ECE

2

May 21, 2026

MPI-INF-3DHP cross-camera settings (test)

43.71MPJPE

2

Mar 24, 2026

MPI-INF-3DHP challenging subset

94.3PCK

2

Feb 26, 2026

Human3.6M challenging subset

73.1MPJPE (mm)

2

Feb 26, 2026

MPI-INF-3DHP Metric-scale skeletons 1.0 2.0 (test)

94PCK (Stand/walk)

2

Feb 26, 2026

Viewpoint Prediction Branch

53.3MPJPE

2

Feb 26, 2026

MPI-INF-3DHP (val)

84.1PCK (Studio GS)

2

Feb 26, 2026

EVAL cross-view

0.939Head

2

Feb 26, 2026

FIFA Skeletal Tracking Challenge 2026 (test)

0.324Global MPJPE

1

Jun 1, 2026

Page 11 of 11

Popular datasets

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

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