# Video Super-Resolution on 2K Video

Source: [Video Super-Resolution on 2K Video](<https://www.sota2.com/research/sota/video-super-resolution-on-2k-video>)

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

Data updated: 2026-02-26T06:02:35.067Z

Evaluation of Video Super-Resolution performance using the 2K Video dataset, measured by runtime and memory usage.

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) | 2K Video |
| Metric | Runtime (s) |
| Unit | TIME |
| Direction | Lower 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

- [Runtime (s)](<https://www.sota2.com/research/sota/video-super-resolution-on-2k-video.md?metric=Runtime%20(s)>): Lower is better; unit: TIME.

- [Memory Usage (GB)](<https://www.sota2.com/research/sota/video-super-resolution-on-2k-video.md?metric=Memory%20Usage%20(GB)>): Lower is better; unit: SIZE.

## Recorded results

| Method | Runtime (s) | Result date | Report paper |
| --- | --- | --- | --- |
| PatchVSR | 680 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| VEnhancer | 1562 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| LaVie-SR | 2261 | Not recorded | 68fa7bc91e209131cea8a7a9 |
| Upscale-A-Video | 2743 | Not recorded | 68fa7bc91e209131cea8a7a9 |

### PatchVSR

Runtime (s): 680. Result ID: 698b8adb7a967eddb76f765e.

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

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

Recorded evaluation configuration: {"Resolution":"2K"}. This record does not assert independent reproduction.

### VEnhancer

Runtime (s): 1562. Result ID: 698b8adb7a967eddb76f765d.

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

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

Recorded evaluation configuration: {"Resolution":"2K"}. This record does not assert independent reproduction.

### LaVie-SR

Runtime (s): 2261. Result ID: 698b8adb7a967eddb76f765b.

[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: {"Resolution":"2K"}. This record does not assert independent reproduction.

### Upscale-A-Video

Runtime (s): 2743. Result ID: 698b8adb7a967eddb76f765c.

[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: {"Resolution":"2K"}. This record does not assert independent reproduction.

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