# Age Estimation on UTKFace Unified benchmark CVPR’24 protocol

Source: [Age Estimation on UTKFace Unified benchmark CVPR’24 protocol](<https://www.sota2.com/research/sota/age-estimation-on-utkface-unified-benchmark-cvpr-24-protocol>)

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

Data updated: 2026-04-21T09:35:23.371Z

Evaluation of facial age estimation performance on the UTKFace dataset using the specific protocol defined in the CVPR 2024 unified benchmark.

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) | UTKFace Unified benchmark CVPR’24 protocol |
| Metric | MAE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 2 of 2 |
| 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-utkface-unified-benchmark-cvpr-24-protocol.md?metric=MAE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| FaRL + MLP | 3.87 | Not recorded | 69e704c07d0172140ec7eec8 |
| EfficientNet-B4 | 4.23 | Not recorded | 69e704c07d0172140ec7eec8 |

### FaRL + MLP

MAE: 3.87. Result ID: 69e7444147f34ce924cdd818.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c07d0172140ec7eec8.md>)

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

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

Recorded evaluation configuration: {"Setting":"Standardized CVPR’24 protocol","Params":"not reported","GFLOPs":"not reported"}. This record does not assert independent reproduction.

### EfficientNet-B4

MAE: 4.23. Result ID: 69e7444147f34ce924cdd817.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c07d0172140ec7eec8.md>)

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

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

Recorded evaluation configuration: {"Setting":"Standardized CVPR’24 protocol","Params":"not reported","GFLOPs":"not reported"}. This record does not assert independent reproduction.

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