# Image Denoising on Confocal Mice

Source: [Image Denoising on Confocal Mice](<https://www.sota2.com/research/sota/image-denoising-on-confocal-mice>)

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

Data updated: 2026-02-26T05:55:47.136Z

Evaluation of image denoising performance on the Confocal Mice dataset, measured using PSNR and SSIM.

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 | Image Denoising |
| Dataset (including any stated split) | Confocal Mice |
| Metric | PSNR |
| 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

- [PSNR](<https://www.sota2.com/research/sota/image-denoising-on-confocal-mice.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/image-denoising-on-confocal-mice.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| Blind2Unblind | 38.44 | Not recorded | 68fa6f4a1e209131cea44cdf |
| Baseline, N2C | 38.4 | Not recorded | 68fa6f4a1e209131cea44cdf |
| Baseline, N2N | 38.37 | Not recorded | 68fa6f4a1e209131cea44cdf |
| BM3D | 37.93 | Not recorded | 68fa6f4a1e209131cea44cdf |
| Laine19-pme (P) | 37.82 | Not recorded | 68fa6f4a1e209131cea44cdf |
| Laine19-mu (G) | 37.54 | Not recorded | 68fa6f4a1e209131cea44cdf |
| N2V | 37.49 | Not recorded | 68fa6f4a1e209131cea44cdf |
| Laine19-mu (P) | 37.3 | Not recorded | 68fa6f4a1e209131cea44cdf |
| NBR2NBR | 37.07 | Not recorded | 68fa6f4a1e209131cea44cdf |
| Laine19-pme (G) | 31.64 | Not recorded | 68fa6f4a1e209131cea44cdf |

### Blind2Unblind

PSNR: 38.44. Result ID: 69909fdf3a6c31484901f305.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Implementation](<https://github.com/demonsjin/Blind2Unblind>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

### Baseline, N2C

PSNR: 38.4. Result ID: 69909fdf3a6c31484901f2fc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e11e209131ce9f653d.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

### Baseline, N2N

PSNR: 38.37. Result ID: 69909fdf3a6c31484901f2fd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64f91e209131cea0778f.md>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

### BM3D

PSNR: 37.93. Result ID: 69909fdf3a6c31484901f2fe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

Recorded evaluation configuration: {"Network":"-"}. This record does not assert independent reproduction.

### Laine19-pme (P)

PSNR: 37.82. Result ID: 69909fdf3a6c31484901f303.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66901e209131cea10dcf.md>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

### Laine19-mu (G)

PSNR: 37.54. Result ID: 69909fdf3a6c31484901f300.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66901e209131cea10dcf.md>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

### N2V

PSNR: 37.49. Result ID: 69909fdf3a6c31484901f2ff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa658a1e209131cea0af6d.md>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

### Laine19-mu (P)

PSNR: 37.3. Result ID: 69909fdf3a6c31484901f302.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66901e209131cea10dcf.md>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

### NBR2NBR

PSNR: 37.07. Result ID: 69909fdf3a6c31484901f304.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23040.md>)

[Implementation](<https://github.com/TaoHuang2018/Neighbor2Neighbor>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

### Laine19-pme (G)

PSNR: 31.64. Result ID: 69909fdf3a6c31484901f301.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cdf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66901e209131cea10dcf.md>)

Recorded evaluation configuration: {"Network":"U-Net"}. This record does not assert independent reproduction.

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