Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

3D Human Pose Estimation research benchmarks – Page 6 · SOTA2 Research

3D Human Pose Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Knowledge Distilling from NRSfM

57.5P-MPJPE

8

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

40MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

42.3MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

48.6MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

48.7MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

94.3MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

83.9MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

75.4MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

62.3MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

74.9MPJPE

7

Feb 26, 2026

Lifelong Domain Adaptive 3D HPE framework

61.1MPJPE

7

Feb 26, 2026

34.7MPJPE

7

Feb 26, 2026

Humans7.1M (test)

22.7MPJPE

7

Feb 26, 2026

Ski-Pose (cross-dataset evaluation)

56.8PA-MPJPE

7

Feb 26, 2026

56.7MPJPE (P-MPJPE)

7

Feb 26, 2026

Human3.6M (Occlusion)

47.6PA-MPJPE

7

Feb 26, 2026

Ours (PoseNet-F)

68.9MPJPE (mm)

7

Feb 26, 2026

Ours (PoseNet-F)

62MPJPE (mm)

7

Feb 26, 2026

Human3.6M Single Pose (Rare Pose (20%))

1.153Average Accuracy

7

Feb 26, 2026

Human3.6M Single Pose (Subject (100%))

36.6Average Error (MPJPE)

7

Feb 26, 2026

Human3.6M (Subject (100%))

33.9MPJPE

7

Feb 26, 2026

TotalCapture (Unseen Subjects (S4, S5))

AutoEnc-x2-LSTM

21.8W2 Error

7

Feb 27, 2026

TotalCapture (Seen Subjects (S1, S2, S3))

AutoEnc-x2-LSTM

13W2 Error

7

Feb 27, 2026

HumanEva-I (S1 Walk)

Yasin et al. [76]

52.2P[G] Global Error

7

Feb 26, 2026

MM-Fi Protocol 3 27 activities E04 (test)

1.8PCK@10mm

6

Jul 7, 2026

Page 6 of 11

Popular datasets

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

Follow for updates

Join SOTA2 Contact