# Video Denoising on Park Run 720x1280 504 frames (test)

Source: [Video Denoising on Park Run 720x1280 504 frames (test)](<https://www.sota2.com/research/sota/video-denoising-on-park-run-720x1280-504-frames-test>)

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

Data updated: 2026-02-26T05:57:11.710Z

Evaluation of video denoising performance on the Park Run 720x1280 504 frames (test) dataset, measured using PSNR at noise levels sigma=15, sigma=25, and sigma=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) | Park Run 720x1280 504 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-park-run-720x1280-504-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-park-run-720x1280-504-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-park-run-720x1280-504-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 | 31.25 | Not recorded | 68fa65aa1e209131cea0bc68 |
| ViDeNN | 31.04 | Not recorded | 68fa65aa1e209131cea0bc68 |
| DnCNN | 30.66 | Not recorded | 68fa65aa1e209131cea0bc68 |
| VBM4D | 29.99 | Not recorded | 68fa65aa1e209131cea0bc68 |
| CBM3D | 24.75 | Not recorded | 68fa65aa1e209131cea0bc68 |

### ViDeNN-G

PSNR (sigma=15): 31.25. Result ID: 698cc1de8b517eb4331c8b87.

[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.

### ViDeNN

PSNR (sigma=15): 31.04. Result ID: 698cc1de8b517eb4331c8b86.

[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.

### DnCNN

PSNR (sigma=15): 30.66. Result ID: 698cc1de8b517eb4331c8b8a.

[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.

### VBM4D

PSNR (sigma=15): 29.99. Result ID: 698cc1de8b517eb4331c8b88.

[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): 24.75. Result ID: 698cc1de8b517eb4331c8b89.

[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.

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