# Facial beauty prediction on ECCV HotOrNot

Source: [Facial beauty prediction on ECCV HotOrNot](<https://www.sota2.com/research/sota/facial-beauty-prediction-on-eccv-hotornot>)

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

Data updated: 2026-02-26T05:54:52.238Z

Evaluation of models performing facial beauty prediction using the ECCV HotOrNot dataset, typically measured using the PC metric.

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 beauty prediction |
| Dataset (including any stated split) | ECCV HotOrNot |
| Metric | PC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [PC](<https://www.sota2.com/research/sota/facial-beauty-prediction-on-eccv-hotornot.md?metric=PC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PC | Result date | Report paper |
| --- | --- | --- | --- |
| TransCNN | 0.468 | Not recorded | 68fa64261e209131cea02e0c |
| Multiscale Model | 0.458 | Not recorded | 68fa64261e209131cea02e0c |
| Two Layer Model | 0.438 | Not recorded | 68fa64261e209131cea02e0c |
| Auto Encoder | 0.437 | Not recorded | 68fa64261e209131cea02e0c |
| Single Layer Model | 0.417 | Not recorded | 68fa64261e209131cea02e0c |
| Eigenface | 0.18 | Not recorded | 68fa64261e209131cea02e0c |

### TransCNN

PC: 0.468. Result ID: 698c0d55f729bc7f68e806e0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e0c.md>)

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

### Multiscale Model

PC: 0.458. Result ID: 698c0d55f729bc7f68e806de.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e0c.md>)

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

### Two Layer Model

PC: 0.438. Result ID: 698c0d55f729bc7f68e806dd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e0c.md>)

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

### Auto Encoder

PC: 0.437. Result ID: 698c0d55f729bc7f68e806df.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e0c.md>)

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

### Single Layer Model

PC: 0.417. Result ID: 698c0d55f729bc7f68e806dc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e0c.md>)

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

### Eigenface

PC: 0.18. Result ID: 698c0d55f729bc7f68e806db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e0c.md>)

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

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