# Image Restoration on OpenAerialMap Sim-Degraded-Fixed Sim-Reference-Fixed (test)

Source: [Image Restoration on OpenAerialMap Sim-Degraded-Fixed Sim-Reference-Fixed (test)](<https://www.sota2.com/research/sota/image-restoration-on-openaerialmap-sim-degraded-fixed-sim-reference-fixed-test>)

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

Data updated: 2026-04-15T10:02:50.032Z

Evaluation of Image Restoration performance on the test split of the OpenAerialMap Sim-Degraded-Fixed Sim-Reference-Fixed dataset, measured using PSNR, SSIM, LPIPS, and DISTS.

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 Restoration |
| Dataset (including any stated split) | OpenAerialMap Sim-Degraded-Fixed Sim-Reference-Fixed (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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-restoration-on-openaerialmap-sim-degraded-fixed-sim-reference-fixed-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/image-restoration-on-openaerialmap-sim-degraded-fixed-sim-reference-fixed-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/image-restoration-on-openaerialmap-sim-degraded-fixed-sim-reference-fixed-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [DISTS](<https://www.sota2.com/research/sota/image-restoration-on-openaerialmap-sim-degraded-fixed-sim-reference-fixed-test.md?metric=DISTS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| ConvBEERS | 27.5 | Not recorded | 69df1bc17d0172140ec7bb48 |
| Traditional | 20.6 | Not recorded | 69df1bc17d0172140ec7bb48 |

### ConvBEERS

PSNR: 27.5. Result ID: 69df60e347f34ce924c8926f.

[Reporting paper](<https://www.sota2.com/research/paper/69df1bc17d0172140ec7bb48.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69df1bc17d0172140ec7bb48.md>)

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

### Traditional

PSNR: 20.6. Result ID: 69df60e347f34ce924c8926e.

[Reporting paper](<https://www.sota2.com/research/paper/69df1bc17d0172140ec7bb48.md>)

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

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