# Age Estimation on Morph Intra-Dataset 5

Source: [Age Estimation on Morph Intra-Dataset 5](<https://www.sota2.com/research/sota/age-estimation-on-morph-intra-dataset-5>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:48:57.761Z

Evaluation of age estimation performance on the Morph Intra-Dataset 5, typically measured using Mean Absolute Error (MAE) and CS5.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Age Estimation |
| Dataset (including any stated split) | Morph Intra-Dataset 5 |
| Metric | MAE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 14 of 14 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [MAE](<https://www.sota2.com/research/sota/age-estimation-on-morph-intra-dataset-5.md?metric=MAE>): Lower is better; unit: SCALAR.

- [CS5 (%)](<https://www.sota2.com/research/sota/age-estimation-on-morph-intra-dataset-5.md?metric=CS5%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| FP-Age | 1.9 | Not recorded | 68fa6bf61e209131cea31459 |
| AVDL | 1.94 | Not recorded | 68fa6bf61e209131cea31459 |
| DLDL-V2 | 1.97 | Not recorded | 68fa6bf61e209131cea31459 |
| FP-Age | 2.04 | Not recorded | 68fa6bf61e209131cea31459 |
| DRF | 2.14 | Not recorded | 68fa6bf61e209131cea31459 |
| PML | 2.15 | Not recorded | 68fa6bf61e209131cea31459 |
| BridgeNet | 2.38 | Not recorded | 68fa6bf61e209131cea31459 |
| M-V Loss | 2.41 | Not recorded | 68fa6bf61e209131cea31459 |
| DLDL | 2.42 | Not recorded | 68fa6bf61e209131cea31459 |
| C3AE | 2.75 | Not recorded | 68fa6bf61e209131cea31459 |
| Ranking-CNN | 2.96 | Not recorded | 68fa6bf61e209131cea31459 |
| ARN | 3 | Not recorded | 68fa6bf61e209131cea31459 |
| OR-CNN | 3.34 | Not recorded | 68fa6bf61e209131cea31459 |
| Human workers | 6.3 | Not recorded | 68fa6bf61e209131cea31459 |

### FP-Age

MAE: 1.9. Result ID: 698eaf59ffc3901de09fc535.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Implementation](<https://github.com/ibug-group/fpage>)

Recorded evaluation configuration: {"Pre-trained":"IMDB-Clean"}. This record does not assert independent reproduction.

### AVDL

MAE: 1.94. Result ID: 698eaf59ffc3901de09fc531.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

Recorded evaluation configuration: {"Year":"2020","Pre-trained":"IMDB-WIKI"}. This record does not assert independent reproduction.

### DLDL-V2

MAE: 1.97. Result ID: 698eaf59ffc3901de09fc52e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

Recorded evaluation configuration: {"Year":"2018","Pre-trained":"MS-Celeb-1M"}. This record does not assert independent reproduction.

### FP-Age

MAE: 2.04. Result ID: 698eaf59ffc3901de09fc534.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Implementation](<https://github.com/ibug-group/fpage>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DRF

MAE: 2.14. Result ID: 698eaf59ffc3901de09fc533.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66431e209131cea0f513.md>)

Recorded evaluation configuration: {"Year":"2021"}. This record does not assert independent reproduction.

### PML

MAE: 2.15. Result ID: 698eaf59ffc3901de09fc532.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69761e209131cea223d1.md>)

Recorded evaluation configuration: {"Year":"2021"}. This record does not assert independent reproduction.

### BridgeNet

MAE: 2.38. Result ID: 698eaf59ffc3901de09fc52f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa658c1e209131cea0b03f.md>)

Recorded evaluation configuration: {"Year":"2019","Pre-trained":"IMDB-WIKI"}. This record does not assert independent reproduction.

### M-V Loss

MAE: 2.41. Result ID: 698eaf59ffc3901de09fc52d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

Recorded evaluation configuration: {"Year":"2018"}. This record does not assert independent reproduction.

### DLDL

MAE: 2.42. Result ID: 698eaf59ffc3901de09fc52a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63531e209131ce9fe305.md>)

[Implementation](<http://www.vlfeat.org/matconvnet/>)

Recorded evaluation configuration: {"Year":"2017"}. This record does not assert independent reproduction.

### C3AE

MAE: 2.75. Result ID: 698eaf59ffc3901de09fc530.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a41e209131cea0b8c3.md>)

[Implementation](<https://github.com/opconty/keras-shufflenetV2>)

Recorded evaluation configuration: {"Year":"2019","Pre-trained":"IMDB-WIKI"}. This record does not assert independent reproduction.

### Ranking-CNN

MAE: 2.96. Result ID: 698eaf59ffc3901de09fc52c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

Recorded evaluation configuration: {"Year":"2017","Pre-trained":"IMDB-WIKI"}. This record does not assert independent reproduction.

### ARN

MAE: 3. Result ID: 698eaf59ffc3901de09fc52b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

Recorded evaluation configuration: {"Year":"2017"}. This record does not assert independent reproduction.

### OR-CNN

MAE: 3.34. Result ID: 698eaf59ffc3901de09fc529.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

Recorded evaluation configuration: {"Year":"2016"}. This record does not assert independent reproduction.

### Human workers

MAE: 6.3. Result ID: 698eaf59ffc3901de09fc528.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31459.md>)

Recorded evaluation configuration: {"Year":"2015"}. This record does not assert independent reproduction.

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