# No-reference Video Quality Assessment on YouTube-SFV SDR (test)

Source: [No-reference Video Quality Assessment on YouTube-SFV SDR (test)](<https://www.sota2.com/research/sota/no-reference-video-quality-assessment-on-youtube-sfv-sdr-test>)

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

Data updated: 2026-05-20T09:36:56.434Z

Evaluation of No-reference Video Quality Assessment models on the test split of the YouTube-SFV SDR dataset, measured by SRCC and PLCC.

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 | No-reference Video Quality Assessment |
| Dataset (including any stated split) | YT-SFV SDR (test) |
| Metric | SRCC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [SRCC](<https://www.sota2.com/research/sota/no-reference-video-quality-assessment-on-youtube-sfv-sdr-test.md?metric=SRCC>): Higher is better; unit: PERCENT.

- [PLCC](<https://www.sota2.com/research/sota/no-reference-video-quality-assessment-on-youtube-sfv-sdr-test.md?metric=PLCC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | SRCC | Result date | Report paper |
| --- | --- | --- | --- |
| FAST-VQA | 78.9 | Not recorded | 6a0d4034f984739ed67379a9 |
| FGSVQA | 78.8 | Not recorded | 6a0d4034f984739ed67379a9 |
| DOVER | 75 | Not recorded | 6a0d4034f984739ed67379a9 |
| FasterVQA | 74.8 | Not recorded | 6a0d4034f984739ed67379a9 |

### FAST-VQA

SRCC: 78.9. Result ID: 6a0d80a4fbc373592c05eb61.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d4034f984739ed67379a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d9d1e209131cea3acc7.md>)

[Implementation](<https://github.com/timothyhtimothy/FAST-VQA-and-FasterVQA>)

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

### FGSVQA

SRCC: 78.8. Result ID: 6a0d80a4fbc373592c05eb64.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d4034f984739ed67379a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0d4034f984739ed67379a9.md>)

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

### DOVER

SRCC: 75. Result ID: 6a0d80a4fbc373592c05eb63.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d4034f984739ed67379a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b5c.md>)

[Implementation](<https://github.com/VQAssessment/DOVER>)

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

### FasterVQA

SRCC: 74.8. Result ID: 6a0d80a4fbc373592c05eb62.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d4034f984739ed67379a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d9d1e209131cea3acc7.md>)

[Implementation](<https://github.com/timothyhtimothy/FAST-VQA-and-FasterVQA>)

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

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