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Age Estimation research benchmarks – Page 3 · SOTA2 Research

Age Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IMDB-WIKI-DIR (test)

7.69MAE (All)

7

Feb 26, 2026

AgeDB-DIR (test)

7.22MAE (All)

7

Feb 26, 2026

AFAD-Lite (test)

2.96MAE

7

Feb 26, 2026

Original publication (test)

1.55MAE

6

Mar 19, 2026

16.11MAPE

6

Feb 26, 2026

69.43Age Accuracy

6

Feb 26, 2026

4.11MAE

6

Feb 26, 2026

MORPH II (SE protocol)

Hierarchical Attention-based Age Estimation

2.53MAE

6

Feb 26, 2026

UTKFace 34 (test)

Randomized Bins

4.55MAE

6

Feb 26, 2026

CLAP 2015 (test)

0.25E-Error

6

Feb 26, 2026

AFAD Full (test)

3.19MAE

6

Feb 26, 2026

4.41MAE

6

Feb 26, 2026

IMDB-WIKI (test)

8Mean AE

5

Feb 26, 2026

5.68MAE

5

Feb 26, 2026

CACD (RS (Random Split))

4.32MAE

4

Feb 26, 2026

4.37MAE

4

Feb 26, 2026

UTKFace 21-60 years old

DLDL-v2 (ThinAgeNet)

4.24MAE

4

Apr 21, 2026

MORPH (Setting III)

2.98MAE

4

Feb 26, 2026

Ordinal Hyperplane Network (Full model)

0.412CA(3)

4

Feb 26, 2026

Ordinal Hyperplane Network (Full model)

64.23CA(3)

4

Feb 26, 2026

UTKFace 100 fixed points (test)

0.817Mean Certified Radius

3

Jul 8, 2026

APPA-REAL 1.0 (test)

17.72RMSE

3

May 29, 2026

occluded + original (test)

4.07MAE

3

May 26, 2026

1.34MAE

3

Mar 19, 2026

LAGENDA full-sized (test)

11.47MAPE

3

Feb 26, 2026

Page 3 of 4

Popular datasets

Morph UTKFace AgeDB CACD IMDB-WIKI

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