# Facial attractiveness estimation on CFD (test)

Source: [Facial attractiveness estimation on CFD (test)](<https://www.sota2.com/research/sota/facial-attractiveness-estimation-on-cfd-test>)

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

Data updated: 2026-02-26T05:48:57.565Z

Evaluation of facial attractiveness estimation performance on the test split of the CFD dataset, reporting metrics such as MAE, RMSE, and PC.

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 attractiveness estimation |
| Dataset (including any stated split) | CFD (test) |
| 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/facial-attractiveness-estimation-on-cfd-test.md?metric=MAE>): Lower is better; unit: SCALAR.

- [RMSE](<https://www.sota2.com/research/sota/facial-attractiveness-estimation-on-cfd-test.md?metric=RMSE>): Lower is better; unit: SCALAR.

- [PC](<https://www.sota2.com/research/sota/facial-attractiveness-estimation-on-cfd-test.md?metric=PC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| DLDL-v2 | 0.364 | Not recorded | 68fa6b861e209131cea2ed1b |
| DLDL-v2 | 0.4 | Not recorded | 68fa6b861e209131cea2ed1b |

### DLDL-v2

MAE: 0.364. Result ID: 698e93e5ffc3901de09ed0a4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b861e209131cea2ed1b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b861e209131cea2ed1b.md>)

Recorded evaluation configuration: {"Model architecture":"ThinAttNet"}. This record does not assert independent reproduction.

### DLDL-v2

MAE: 0.4. Result ID: 698e93e5ffc3901de09ed0a3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b861e209131cea2ed1b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b861e209131cea2ed1b.md>)

Recorded evaluation configuration: {"Model architecture":"TinyAttNet"}. This record does not assert independent reproduction.

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