# Video Super-Resolution on VideoLQ (test)

Source: [Video Super-Resolution on VideoLQ (test)](<https://www.sota2.com/research/sota/video-super-resolution-on-videolq-test>)

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

Data updated: 2026-02-26T05:40:19.134Z

Evaluation of Video Super-Resolution performance on the test split of the VideoLQ dataset, measured using DOVER, MUSIQ, and Aesthetics scores.

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 | Video Super-Resolution |
| Dataset (including any stated split) | VideoLQ (test) |
| Metric | DOVER Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [DOVER Score](<https://www.sota2.com/research/sota/video-super-resolution-on-videolq-test.md?metric=DOVER%20Score>): Higher is better; unit: SCALAR.

- [MUSIQ Score](<https://www.sota2.com/research/sota/video-super-resolution-on-videolq-test.md?metric=MUSIQ%20Score>): Higher is better; unit: PERCENT.

- [Aesthetics Score](<https://www.sota2.com/research/sota/video-super-resolution-on-videolq-test.md?metric=Aesthetics%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | DOVER Score | Result date | Report paper |
| --- | --- | --- | --- |
| PatchVSR | 0.501 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| RealBasicVSR | 0.497 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| VEnhancer | 0.411 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| LaVie-SR | 0.371 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| Upscale-A-Video | 0.35 | Not recorded | 68fa7bc91e209131cea8a7a9 |

### PatchVSR

DOVER Score: 0.501. Result ID: 698b8adb7a967eddb76f7668.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc91e209131cea8a7a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bc91e209131cea8a7a9.md>)

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

### RealBasicVSR

DOVER Score: 0.497. Result ID: 698b8adb7a967eddb76f7664.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc91e209131cea8a7a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b4f1e209131cea2d816.md>)

[Implementation](<https://github.com/ckkelvinchan/RealBasicVSR>)

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

### VEnhancer

DOVER Score: 0.411. Result ID: 698b8adb7a967eddb76f7667.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc91e209131cea8a7a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5fa0d.md>)

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

### LaVie-SR

DOVER Score: 0.371. Result ID: 698b8adb7a967eddb76f7665.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc91e209131cea8a7a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70ae1e209131cea4c7e4.md>)

[Implementation](<https://vchitect.github.io/LaVie-project/>)

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

### Upscale-A-Video

DOVER Score: 0.35. Result ID: 698b8adb7a967eddb76f7666.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc91e209131cea8a7a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa717a1e209131cea517cd.md>)

[Implementation](<https://shangchenzhou.com/projects/upscale-a-video>)

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

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