# Face Quality Assessment on Lab surveillance video dataset

Source: [Face Quality Assessment on Lab surveillance video dataset](<https://www.sota2.com/research/sota/face-quality-assessment-on-lab-surveillance-video-dataset>)

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

Data updated: 2026-02-26T05:37:26.260Z

Evaluation of face quality assessment performance using the Lab surveillance video dataset, measured by metrics such as BRO, FaceQnet, Blur, and Contrast.

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 | Face Quality Assessment |
| Dataset (including any stated split) | Lab surveillance video dataset |
| Metric | BRO |
| Unit | SCALAR |
| Direction | Higher 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

- [BRO](<https://www.sota2.com/research/sota/face-quality-assessment-on-lab-surveillance-video-dataset.md?metric=BRO>): Higher is better; unit: SCALAR.

- [FaceQnet Score](<https://www.sota2.com/research/sota/face-quality-assessment-on-lab-surveillance-video-dataset.md?metric=FaceQnet%20Score>): Higher is better; unit: SCALAR.

- [Blur Score](<https://www.sota2.com/research/sota/face-quality-assessment-on-lab-surveillance-video-dataset.md?metric=Blur%20Score>): Higher is better; unit: SCALAR.

- [Contrast Score](<https://www.sota2.com/research/sota/face-quality-assessment-on-lab-surveillance-video-dataset.md?metric=Contrast%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | BRO | Result date | Report paper |
| --- | --- | --- | --- |
| MONET | 0.76 | Not recorded | 68fa6d191e209131cea37b22 |
| MONET | 0.49 | Not recorded | 68fa6d191e209131cea37b22 |

### MONET

BRO: 0.76. Result ID: 698f7d983a6c314849f92e36.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d191e209131cea37b22.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d191e209131cea37b22.md>)

Recorded evaluation configuration: {"Similarity":"Arcface"}. This record does not assert independent reproduction.

### MONET

BRO: 0.49. Result ID: 698f7d983a6c314849f92e3a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d191e209131cea37b22.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d191e209131cea37b22.md>)

Recorded evaluation configuration: {"Similarity":"FaceNet"}. This record does not assert independent reproduction.

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