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Papers Benchmarks Datasets Tasks

Head Pose Estimation research benchmarks – Page 2 · SOTA2 Research

Head Pose Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AFLW (5-fold cross-validation)

5.18MAE

5

Feb 26, 2026

AFLW2000 (|β| < 30°) 3D (test)

Euler L2 Scoring

98.2Coverage (%)

4

Jul 7, 2026

98.95Accuracy

4

Feb 26, 2026

AFLW Kepler (test)

5.22Yaw Error

4

Feb 26, 2026

CMU Panoptic + 300W-LP (30% test)

2.08Yaw Error (deg)

3

Feb 26, 2026

1.52Mean Error

3

Feb 26, 2026

Full-range 360-degree

7.655MAWE

3

Feb 26, 2026

MERL-RAV (Full set)

3.23Yaw Error

1

Feb 26, 2026

AFLW2000 3D POSIT

2.15MAE Yaw

1

Feb 26, 2026

Page 2 of 2

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AFLW BIWI AFLW2000 CMU Panoptic WFLW

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