# Age Estimation on Adience (Accuracy, MAE)

Source: [Age Estimation on Adience (Accuracy, MAE)](<https://www.sota2.com/research/sota/age-estimation-on-adience-accuracy-mae>)

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

Data updated: 2026-02-26T05:27:51.158Z

Evaluation of Age Estimation performance on the Adience dataset, reporting Accuracy and Mean Absolute Error (MAE).

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) | Adience |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/age-estimation-on-adience-accuracy-mae.md?metric=Accuracy>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Classification + POE | 60.5 | Not recorded | 68fa699a1e209131cea22fd2 |
| Ranking + POE | 60.3 | Not recorded | 68fa699a1e209131cea22fd2 |
| SORD | 59.6 | Not recorded | 68fa699a1e209131cea22fd2 |
| D-Regression + POE | 57.6 | Not recorded | 68fa699a1e209131cea22fd2 |
| CNNPOR | 57.4 | Not recorded | 68fa699a1e209131cea22fd2 |
| GP-DNNOR | 57.4 | Not recorded | 68fa699a1e209131cea22fd2 |
| Ranking | 56.7 | Not recorded | 68fa699a1e209131cea22fd2 |
| D-Regression | 56.3 | Not recorded | 68fa699a1e209131cea22fd2 |
| Classification | 54 | Not recorded | 68fa699a1e209131cea22fd2 |

### Classification + POE

Accuracy: 60.5. Result ID: 698dc17a8b517eb4332389ef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

[Implementation](<https://github.com/Li-Wanhua/POEs>)

Recorded evaluation configuration: {"probabilistic ordinal embeddings":"true"}. This record does not assert independent reproduction.

### Ranking + POE

Accuracy: 60.3. Result ID: 698dc17a8b517eb4332389f1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

[Implementation](<https://github.com/Li-Wanhua/POEs>)

Recorded evaluation configuration: {"probabilistic ordinal embeddings":"true"}. This record does not assert independent reproduction.

### SORD

Accuracy: 59.6. Result ID: 698dc17a8b517eb4332389eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

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

### D-Regression + POE

Accuracy: 57.6. Result ID: 698dc17a8b517eb4332389ed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

[Implementation](<https://github.com/Li-Wanhua/POEs>)

Recorded evaluation configuration: {"probabilistic ordinal embeddings":"true"}. This record does not assert independent reproduction.

### CNNPOR

Accuracy: 57.4. Result ID: 698dc17a8b517eb4332389e9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

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

### GP-DNNOR

Accuracy: 57.4. Result ID: 698dc17a8b517eb4332389ea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

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

### Ranking

Accuracy: 56.7. Result ID: 698dc17a8b517eb4332389f0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

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

### D-Regression

Accuracy: 56.3. Result ID: 698dc17a8b517eb4332389ec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

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

### Classification

Accuracy: 54. Result ID: 698dc17a8b517eb4332389ee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea22fd2.md>)

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

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