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Age Estimation research benchmarks – Page 2 · SOTA2 Research

Age Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NanoLAGENDA (test)

10.42MAPE (%)

16

Feb 26, 2026

MORPH II (Protocol II)

1.81MAE

16

Feb 26, 2026

IMDB-Clean (test)

4.1MAE

16

Feb 26, 2026

1.5MRAE (%)

15

Feb 26, 2026

IMDB-WIKI-DIR 1.0 (test)

118.94MSE (All)

14

Feb 26, 2026

MORPH II (Protocol I)

2.23MAE

14

Feb 26, 2026

Morph Intra-Dataset 5

1.9MAE

14

Feb 26, 2026

5.55Age MAE

13

Feb 26, 2026

MORPH II (Random Split (RS) protocol)

Hierarchical Attention-based Age Estimation

1.13MAE

13

Feb 26, 2026

ChaLearn LAP 2015 (test)

59.425E-Error

13

Feb 26, 2026

12.83MAE

12

Mar 6, 2026

3.42MAE

12

Feb 26, 2026

MORPH 43 (Setting I)

2.91MAE

12

Feb 26, 2026

ChaLearn LAP 2016 (test)

0.241E-Error

11

Feb 26, 2026

LAP 2016 (test)

0.241E-Score

11

Feb 26, 2026

MGA (ResNet-50)

79.55Exact Accuracy

11

Feb 26, 2026

6.81MAE

10

Feb 26, 2026

CACD Intra-Dataset Evaluation 6

4.33MAE

10

Feb 26, 2026

Classification + POE

2.35MAE

10

Feb 26, 2026

UTKFace v1 (test)

4.46MAE

9

May 28, 2026

CLAP 2016 v1 (test)

4.63MAE

9

May 28, 2026

CACD2000 v1 (test)

4.42MAE

9

May 28, 2026

88.6Minor/Adult Accuracy

9

Apr 14, 2026

Classification + POE

60.5Accuracy

9

Feb 26, 2026

MORPH Album II (five-fold random split (RS))

unimodal-concentrated loss

1.86MAE

8

Feb 26, 2026

Page 2 of 4

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Morph UTKFace AgeDB CACD IMDB-WIKI

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