# Image Denoising on Real SAR Images Mountain

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

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

Data updated: 2026-04-14T08:04:14.867Z

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

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 Mountain |
| 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-mountain.md?metric=ENL>): Higher is better; unit: SCALAR.

- [M Score](<https://www.sota2.com/research/sota/image-denoising-on-real-sar-images-mountain.md?metric=M%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | ENL | Result date | Report paper |
| --- | --- | --- | --- |
| LDNLM | 42.658 | Not recorded | 68fa73ff1e209131cea5f1fa |
| Trans-SAR | 42.516 | Not recorded | 68fa73ff1e209131cea5f1fa |
| MONet | 40.058 | Not recorded | 68fa73ff1e209131cea5f1fa |
| SAR-CNN | 39.903 | Not recorded | 68fa73ff1e209131cea5f1fa |
| SAR-CAM | 39.582 | Not recorded | 68fa73ff1e209131cea5f1fa |
| Method in \[43\] | 31.871 | Not recorded | 68fa73ff1e209131cea5f1fa |
| NLM | 27.614 | Not recorded | 68fa73ff1e209131cea5f1fa |
| CNN-NLM | 26.13 | Not recorded | 68fa73ff1e209131cea5f1fa |
| BM3D | 24.838 | Not recorded | 68fa73ff1e209131cea5f1fa |

### LDNLM

ENL: 42.658. Result ID: 69ddf4fb47f34ce924c53c8a.

[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.

### Trans-SAR

ENL: 42.516. Result ID: 69ddf4fb47f34ce924c53c87.

[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.

### MONet

ENL: 40.058. Result ID: 69ddf4fb47f34ce924c53c85.

[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.

### SAR-CNN

ENL: 39.903. Result ID: 69ddf4fb47f34ce924c53c84.

[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.

### SAR-CAM

ENL: 39.582. Result ID: 69ddf4fb47f34ce924c53c86.

[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: 31.871. Result ID: 69ddf4fb47f34ce924c53c89.

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

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

### NLM

ENL: 27.614. Result ID: 69ddf4fb47f34ce924c53c82.

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

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

### CNN-NLM

ENL: 26.13. Result ID: 69ddf4fb47f34ce924c53c88.

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

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

### BM3D

ENL: 24.838. Result ID: 69ddf4fb47f34ce924c53c83.

[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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