# Video Denoising on Stefan 656x1164/300 frames (test)

Source: [Video Denoising on Stefan 656x1164/300 frames (test)](<https://www.sota2.com/research/sota/video-denoising-on-stefan-656x1164-300-frames-test>)

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

Data updated: 2026-02-26T05:57:11.724Z

Evaluation of video denoising performance on the Stefan 656x1164 300 frames test sequence, measured using PSNR under various noise levels (sigma=15, 25, and 40).

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 Denoising |
| Dataset (including any stated split) | Stefan 656x1164/300 frames (test) |
| Metric | PSNR (sigma=15) |
| 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

- [PSNR (sigma=15)](<https://www.sota2.com/research/sota/video-denoising-on-stefan-656x1164-300-frames-test.md?metric=PSNR%20(sigma%3D15)>): Higher is better; unit: SCALAR.

- [PSNR (sigma=25)](<https://www.sota2.com/research/sota/video-denoising-on-stefan-656x1164-300-frames-test.md?metric=PSNR%20(sigma%3D25)>): Higher is better; unit: SCALAR.

- [PSNR (sigma=40)](<https://www.sota2.com/research/sota/video-denoising-on-stefan-656x1164-300-frames-test.md?metric=PSNR%20(sigma%3D40)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR (sigma=15) | Result date | Report paper |
| --- | --- | --- | --- |
| ViDeNN-G | 32.37 | Not recorded | 68fa65aa1e209131cea0bc68 |
| DnCNN | 32.2 | Not recorded | 68fa65aa1e209131cea0bc68 |
| ViDeNN | 32.06 | Not recorded | 68fa65aa1e209131cea0bc68 |
| VBM4D | 29.9 | Not recorded | 68fa65aa1e209131cea0bc68 |
| CBM3D | 26.19 | Not recorded | 68fa65aa1e209131cea0bc68 |

### ViDeNN-G

PSNR (sigma=15): 32.37. Result ID: 698cc1de8b517eb4331c8b8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65aa1e209131cea0bc68.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65aa1e209131cea0bc68.md>)

Recorded evaluation configuration: {"Model version":"Specifically trained for AWGN denoising"}. This record does not assert independent reproduction.

### DnCNN

PSNR (sigma=15): 32.2. Result ID: 698cc1de8b517eb4331c8b8f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65aa1e209131cea0bc68.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63631e209131ce9fe4fc.md>)

[Implementation](<https://github.com/cszn/DnCNN>)

Recorded evaluation configuration: {"Mode":"Blind model provided by authors"}. This record does not assert independent reproduction.

### ViDeNN

PSNR (sigma=15): 32.06. Result ID: 698cc1de8b517eb4331c8b8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65aa1e209131cea0bc68.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65aa1e209131cea0bc68.md>)

Recorded evaluation configuration: {"Model version":"General model tackling multiple noise models"}. This record does not assert independent reproduction.

### VBM4D

PSNR (sigma=15): 29.9. Result ID: 698cc1de8b517eb4331c8b8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65aa1e209131cea0bc68.md>)

Recorded evaluation configuration: {"Complexity":"Low complexity setup","Mode":"Blind version (noise estimation activated)"}. This record does not assert independent reproduction.

### CBM3D

PSNR (sigma=15): 26.19. Result ID: 698cc1de8b517eb4331c8b8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65aa1e209131cea0bc68.md>)

Recorded evaluation configuration: {"Mode":"Blind evaluation (fixed sigma level 50)"}. This record does not assert independent reproduction.

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