# Facial Age Estimation on CACD

Source: [Facial Age Estimation on CACD](<https://www.sota2.com/research/sota/facial-age-estimation-on-cacd>)

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

Data updated: 2026-06-09T06:23:55.824Z

Evaluation of Facial Age Estimation performance on the CACD dataset, typically measured using Mean Absolute Error (MAE) and CS metrics.

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 | Facial Age Estimation |
| Dataset (including any stated split) | CACD |
| Metric | MAE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 8 of 8 |
| 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/facial-age-estimation-on-cacd.md?metric=MAE>): Lower is better; unit: SCALAR.

- [CS Score (%)](<https://www.sota2.com/research/sota/facial-age-estimation-on-cacd.md?metric=CS%20Score%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| DiffoR | 3.64 | Not recorded | 6a279e0c90966ade919bf676 |
| GoR | 3.73 | Not recorded | 6a279e0c90966ade919bf676 |
| DLDL | 3.96 | Not recorded | 6a279e0c90966ade919bf676 |
| SORD | 3.96 | Not recorded | 6a279e0c90966ade919bf676 |
| FaRL | 3.96 | Not recorded | 6a279e0c90966ade919bf676 |
| OR-CNN | 4.01 | Not recorded | 6a279e0c90966ade919bf676 |
| Mean-Var. | 4.07 | Not recorded | 6a279e0c90966ade919bf676 |
| Unimodal | 4.1 | Not recorded | 6a279e0c90966ade919bf676 |

### DiffoR

MAE: 3.64. Result ID: 6a27b16cfbc373592c23b6f9.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

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

### GoR

MAE: 3.73. Result ID: 6a27b16cfbc373592c23b6f8.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

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

### DLDL

MAE: 3.96. Result ID: 6a27b16cfbc373592c23b6f3.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

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

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

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

### SORD

MAE: 3.96. Result ID: 6a27b16cfbc373592c23b6f4.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

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

### FaRL

MAE: 3.96. Result ID: 6a27b16cfbc373592c23b6f7.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72a21e209131cea57b24.md>)

[Implementation](<https://www.sota2.com/github.com/anonymous>)

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

### OR-CNN

MAE: 4.01. Result ID: 6a27b16cfbc373592c23b6f2.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

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

### Mean-Var.

MAE: 4.07. Result ID: 6a27b16cfbc373592c23b6f5.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

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

### Unimodal

MAE: 4.1. Result ID: 6a27b16cfbc373592c23b6f6.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e0c90966ade919bf676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c311e209131cea32bbc.md>)

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

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