# Image Restoration on Restore Dataset (test)

Source: [Image Restoration on Restore Dataset (test)](<https://www.sota2.com/research/sota/image-restoration-on-restore-dataset-test>)

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

Data updated: 2026-02-26T05:55:23.669Z

Evaluation of Image Restoration performance on the test split of the Restore Dataset, typically 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 Restoration |
| Dataset (including any stated split) | Restore Dataset (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-restore-dataset-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DeblurGAN-v2 | 26.916 | Not recorded | 68fa663a1e209131cea0efcf |
| DeblurGAN | 26.435 | Not recorded | 68fa663a1e209131cea0efcf |
| DeblurGAN-v2 | 25.412 | Not recorded | 68fa663a1e209131cea0efcf |
| Degraded | 22.056 | Not recorded | 68fa663a1e209131cea0efcf |

### DeblurGAN-v2

PSNR: 26.916. Result ID: 698ce3a98b517eb4331d74cc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

[Implementation](<https://github.com/KupynOrest/DeblurGANv2>)

Recorded evaluation configuration: {"Backbone":"Inception-ResNet-v2"}. This record does not assert independent reproduction.

### DeblurGAN

PSNR: 26.435. Result ID: 698ce3a98b517eb4331d74cb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64311e209131cea0363c.md>)

[Implementation](<https://github.com/KupynOrest/DeblurGAN>)

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

### DeblurGAN-v2

PSNR: 25.412. Result ID: 698ce3a98b517eb4331d74cd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

[Implementation](<https://github.com/KupynOrest/DeblurGANv2>)

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

### Degraded

PSNR: 22.056. Result ID: 698ce3a98b517eb4331d74ca.

[Reporting paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

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

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