# Image Denoising on Real SAR Images Urban

Source: [Image Denoising on Real SAR Images Urban](<https://www.sota2.com/research/sota/image-denoising-on-real-sar-images-urban>)

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

Data updated: 2026-04-14T08:04:14.846Z

Evaluation of image denoising performance on the Real SAR Images Urban dataset, measured using ENL and M.

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) | Real SAR Images Urban |
| Metric | ENL |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [ENL](<https://www.sota2.com/research/sota/image-denoising-on-real-sar-images-urban.md?metric=ENL>): Higher is better; unit: SCALAR.

- [M](<https://www.sota2.com/research/sota/image-denoising-on-real-sar-images-urban.md?metric=M>): Higher is better; unit: SCALAR.

## Recorded results

| Method | ENL | Result date | Report paper |
| --- | --- | --- | --- |
| LDNLM | 25.47 | Not recorded | 68fa73ff1e209131cea5f1fa |
| SAR-CAM | 25.397 | Not recorded | 68fa73ff1e209131cea5f1fa |
| SAR-CNN | 23.872 | Not recorded | 68fa73ff1e209131cea5f1fa |
| NLM | 22.147 | Not recorded | 68fa73ff1e209131cea5f1fa |
| Trans-SAR | 20.795 | Not recorded | 68fa73ff1e209131cea5f1fa |
| BM3D | 18.107 | Not recorded | 68fa73ff1e209131cea5f1fa |
| MONet | 17.977 | Not recorded | 68fa73ff1e209131cea5f1fa |
| CNN-NLM | 16.864 | Not recorded | 68fa73ff1e209131cea5f1fa |
| Method in \[43\] | 12.763 | Not recorded | 68fa73ff1e209131cea5f1fa |

### LDNLM

ENL: 25.47. Result ID: 69ddf4fb47f34ce924c53c81.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

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

### SAR-CAM

ENL: 25.397. Result ID: 69ddf4fb47f34ce924c53c7d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

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

### SAR-CNN

ENL: 23.872. Result ID: 69ddf4fb47f34ce924c53c7b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64801e209131cea04e29.md>)

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

### NLM

ENL: 22.147. Result ID: 69ddf4fb47f34ce924c53c79.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

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

### Trans-SAR

ENL: 20.795. Result ID: 69ddf4fb47f34ce924c53c7e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ba81e209131cea2fa39.md>)

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

### BM3D

ENL: 18.107. Result ID: 69ddf4fb47f34ce924c53c7a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

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

### MONet

ENL: 17.977. Result ID: 69ddf4fb47f34ce924c53c7c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68c31e209131cea1e300.md>)

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

### CNN-NLM

ENL: 16.864. Result ID: 69ddf4fb47f34ce924c53c7f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

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

### Method in \[43\]

ENL: 12.763. Result ID: 69ddf4fb47f34ce924c53c80.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ff1e209131cea5f1fa.md>)

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

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