# Age Estimation on CACD Intra-Dataset Evaluation 6

Source: [Age Estimation on CACD Intra-Dataset Evaluation 6](<https://www.sota2.com/research/sota/age-estimation-on-cacd-intra-dataset-evaluation-6>)

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

Data updated: 2026-02-26T05:48:57.744Z

Evaluation of Age Estimation performance on the specific split or configuration named 'CACD Intra-Dataset Evaluation 6' of the CACD dataset, typically measured using 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) | CACD Intra-Dataset Evaluation 6 |
| Metric | MAE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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-cacd-intra-dataset-evaluation-6.md?metric=MAE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| FP-Age | 4.33 | Not recorded | 68fa6bf61e209131cea31459 |
| FP-Age | 4.5 | Not recorded | 68fa6bf61e209131cea31459 |
| DRF | 4.61 | Not recorded | 68fa6bf61e209131cea31459 |
| DLDLF | 4.67 | Not recorded | 68fa6bf61e209131cea31459 |
| Dex | 4.78 | Not recorded | 68fa6bf61e209131cea31459 |
| FP-Age | 4.95 | Not recorded | 68fa6bf61e209131cea31459 |
| FP-Age | 5.62 | Not recorded | 68fa6bf61e209131cea31459 |
| DRF | 5.63 | Not recorded | 68fa6bf61e209131cea31459 |
| DLDLF | 6.16 | Not recorded | 68fa6bf61e209131cea31459 |
| Dex | 6.52 | Not recorded | 68fa6bf61e209131cea31459 |

### FP-Age

MAE: 4.33. Result ID: 698eaf59ffc3901de09fc526.

[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: {"trained\_on":"CACD-train","pre-training":"IMDB-Clean"}. This record does not assert independent reproduction.

### FP-Age

MAE: 4.5. Result ID: 698eaf59ffc3901de09fc524.

[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: {"trained\_on":"CACD-train"}. This record does not assert independent reproduction.

### DRF

MAE: 4.61. Result ID: 698eaf59ffc3901de09fc522.

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

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

Recorded evaluation configuration: {"trained\_on":"CACD-train","Year":"2021"}. This record does not assert independent reproduction.

### DLDLF

MAE: 4.67. Result ID: 698eaf59ffc3901de09fc520.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63ef1e209131cea01984.md>)

Recorded evaluation configuration: {"trained\_on":"CACD-train","Year":"2018"}. This record does not assert independent reproduction.

### Dex

MAE: 4.78. Result ID: 698eaf59ffc3901de09fc51e.

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

Recorded evaluation configuration: {"trained\_on":"CACD-train","Year":"2018"}. This record does not assert independent reproduction.

### FP-Age

MAE: 4.95. Result ID: 698eaf59ffc3901de09fc527.

[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: {"trained\_on":"CACD-val","pre-training":"IMDB-Clean"}. This record does not assert independent reproduction.

### FP-Age

MAE: 5.62. Result ID: 698eaf59ffc3901de09fc525.

[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: {"trained\_on":"CACD-val"}. This record does not assert independent reproduction.

### DRF

MAE: 5.63. Result ID: 698eaf59ffc3901de09fc523.

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

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

Recorded evaluation configuration: {"trained\_on":"CACD-val","Year":"2021"}. This record does not assert independent reproduction.

### DLDLF

MAE: 6.16. Result ID: 698eaf59ffc3901de09fc521.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63ef1e209131cea01984.md>)

Recorded evaluation configuration: {"trained\_on":"CACD-val","Year":"2018"}. This record does not assert independent reproduction.

### Dex

MAE: 6.52. Result ID: 698eaf59ffc3901de09fc51f.

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

Recorded evaluation configuration: {"trained\_on":"CACD-val","Year":"2018"}. This record does not assert independent reproduction.

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