# Video Restoration Efficiency on 25-frame video clip 1280 x 768 resolution

Source: [Video Restoration Efficiency on 25-frame video clip 1280 x 768 resolution](<https://www.sota2.com/research/sota/video-restoration-efficiency-on-25-frame-video-clip-1280-x-768-resolution>)

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

Data updated: 2026-03-04T15:35:22.704Z

Evaluation of video restoration efficiency, measuring metrics such as Number of Function Evaluations (NFE), runtime, and memory usage on 25-frame video clips at 1280x768 resolution.

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 Restoration Efficiency |
| Dataset (including any stated split) | 25-frame video clip 1280 x 768 resolution |
| Metric | Time (s) |
| Unit | TIME |
| Direction | Lower 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

- [Time (s)](<https://www.sota2.com/research/sota/video-restoration-efficiency-on-25-frame-video-clip-1280-x-768-resolution.md?metric=Time%20(s)>): Lower is better; unit: TIME.

- [NFE](<https://www.sota2.com/research/sota/video-restoration-efficiency-on-25-frame-video-clip-1280-x-768-resolution.md?metric=NFE>): Lower is better; unit: SCALAR.

- [Memory (GB)](<https://www.sota2.com/research/sota/video-restoration-efficiency-on-25-frame-video-clip-1280-x-768-resolution.md?metric=Memory%20(GB)>): Lower is better; unit: SIZE.

## Recorded results

| Method | Time (s) | Result date | Report paper |
| --- | --- | --- | --- |
| VIDUE | 2.85 | Not recorded | 68fa7bd21e209131cea8ab8f |
| ADMM-TV | 13.6 | Not recorded | 68fa7bd21e209131cea8ab8f |
| LATINO-V | 105 | Not recorded | 68fa7bd21e209131cea8ab8f |
| LATINO | 132 | Not recorded | 68fa7bd21e209131cea8ab8f |
| VISION-XL | 176 | Not recorded | 68fa7bd21e209131cea8ab8f |

### VIDUE

Time (s): 2.85. Result ID: 69a851306dbb7075b94f7d66.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427f1.md>)

[Implementation](<https://github.com/shangwei5/VIDUE>)

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

### ADMM-TV

Time (s): 13.6. Result ID: 69a851306dbb7075b94f7d64.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa772c1e209131cea71915.md>)

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

### LATINO-V

Time (s): 105. Result ID: 69a851306dbb7075b94f7d65.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

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

### LATINO

Time (s): 132. Result ID: 69a851306dbb7075b94f7d62.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

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

### VISION-XL

Time (s): 176. Result ID: 69a851306dbb7075b94f7d63.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77461e209131cea72250.md>)

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

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