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Papers Benchmarks Datasets Tasks

Face Alignment research benchmarks – Page 3 · SOTA2 Research

Face Alignment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.68Inter-Pupil NME

8

Feb 26, 2026

300W Union of Common and Challenging subsets (Full set)

0.058NME

8

Feb 26, 2026

300W IBUG (135 images) (Challenging)

0.096NME

8

Feb 26, 2026

2.01NMEbox

7

Feb 26, 2026

300-W Split 2 (test)

2.1NME (Box)

7

Feb 26, 2026

2.45NME

7

Feb 26, 2026

63.4AUC (Box)

6

Feb 26, 2026

AFLW 19 landmarks

2.01NME

6

Feb 26, 2026

Ours (Binarized Convolutional Landmark Localizers)

2.77NME ([0,30])

6

Feb 26, 2026

300W public (test)

57.07AUC 0.08

6

Feb 26, 2026

300W original (test)

2.87NME

5

Feb 26, 2026

4.7NME

4

Feb 26, 2026

COFW-68 Externally Occluded

4NMEbox

3

Feb 26, 2026

COFW-68 (Unoccluded)

2.15NMEbox

3

Feb 26, 2026

AFLW-LFPA 34 visible landmarks (test)

2.93Mean NME

3

Feb 26, 2026

MERL-RAV 1.0 (Profile)

1.25NMEbox

2

Feb 26, 2026

MERL-RAV Half-Profile 1.0

1.79NMEbox

2

Feb 26, 2026

MERL-RAV Frontal 1.0

1.74NMEbox

2

Feb 26, 2026

MERL-RAV 1.0 (All)

1.61NME (Box)

2

Feb 26, 2026

AFLW-PIFA (all 34 points)

Hierarchical, Parallel & Multi-Scale Residual Block

4.47NME (%)

2

Feb 26, 2026

Enriched 300W 320 landmarks (test)

3.06NME (Point)

2

Feb 26, 2026

Menpo semi-frontal (test)

1.38Mean Error

1

Feb 26, 2026

Page 3 of 3

Popular datasets

300W AFLW WFLW COFW MERL-RAV

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