# Video Super-Resolution on VideoGen30 (test)

Source: [Video Super-Resolution on VideoGen30 (test)](<https://www.sota2.com/research/sota/video-super-resolution-on-videogen30-test>)

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

Data updated: 2026-02-26T06:08:18.010Z

Evaluation of Video Super-Resolution performance on the test split of the VideoGen30 dataset, assessed using metrics like Visual Quality, Temporal Consistency, and Text-to-video Alignment.

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) | VideoGen30 (test) |
| Metric | Visual Quality |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [Visual Quality](<https://www.sota2.com/research/sota/video-super-resolution-on-videogen30-test.md?metric=Visual%20Quality>): Higher is better; unit: SCALAR.

- [Temporal Consistency](<https://www.sota2.com/research/sota/video-super-resolution-on-videogen30-test.md?metric=Temporal%20Consistency>): Higher is better; unit: SCALAR.

- [Dynamic Degree](<https://www.sota2.com/research/sota/video-super-resolution-on-videogen30-test.md?metric=Dynamic%20Degree>): Higher is better; unit: SCALAR.

- [Text-to-Video Alignment](<https://www.sota2.com/research/sota/video-super-resolution-on-videogen30-test.md?metric=Text-to-Video%20Alignment>): Higher is better; unit: SCALAR.

- [Factual Consistency](<https://www.sota2.com/research/sota/video-super-resolution-on-videogen30-test.md?metric=Factual%20Consistency>): Higher is better; unit: SCALAR.

- [DOVER](<https://www.sota2.com/research/sota/video-super-resolution-on-videogen30-test.md?metric=DOVER>): Higher is better; unit: SCALAR.

- [MUSIQ](<https://www.sota2.com/research/sota/video-super-resolution-on-videogen30-test.md?metric=MUSIQ>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Visual Quality | Result date | Report paper |
| --- | --- | --- | --- |
| PatchVSR | 2.811 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| LaVie-SR | 2.749 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| VEnhancer | 2.686 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| Upscale-A-Video | 2.685 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| RealBasicVSR | 2.669 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| PatchVSR | 0.602 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| LaVie-SR | 0.6 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| Upscale-A-Video | 0.574 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| VEnhancer | 0.551 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| RealBasicVSR | 0.547 | Not recorded | 68fa7bc91e209131cea8a7a9 |

### PatchVSR

Visual Quality: 2.811. Result ID: 698b8adb7a967eddb76f7663.

[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.

### LaVie-SR

Visual Quality: 2.749. Result ID: 698b8adb7a967eddb76f7660.

[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.

### VEnhancer

Visual Quality: 2.686. Result ID: 698b8adb7a967eddb76f7662.

[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.

### Upscale-A-Video

Visual Quality: 2.685. Result ID: 698b8adb7a967eddb76f7661.

[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.

### RealBasicVSR

Visual Quality: 2.669. Result ID: 698b8adb7a967eddb76f765f.

[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.

### PatchVSR

Visual Quality: 0.602. Result ID: 698c5b1a37894ef7d9cdca7d.

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

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

Recorded evaluation configuration: {"Upscaling Factor":"x4"}. This record does not assert independent reproduction.

### LaVie-SR

Visual Quality: 0.6. Result ID: 698c5b1a37894ef7d9cdca7a.

[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: {"Upscaling Factor":"x4"}. This record does not assert independent reproduction.

### Upscale-A-Video

Visual Quality: 0.574. Result ID: 698c5b1a37894ef7d9cdca7b.

[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: {"Upscaling Factor":"x4"}. This record does not assert independent reproduction.

### VEnhancer

Visual Quality: 0.551. Result ID: 698c5b1a37894ef7d9cdca7c.

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

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

Recorded evaluation configuration: {"Upscaling Factor":"x4"}. This record does not assert independent reproduction.

### RealBasicVSR

Visual Quality: 0.547. Result ID: 698c5b1a37894ef7d9cdca79.

[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: {"Upscaling Factor":"x4"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.