# Gaussian deblurring on FFHQ 512x512 (10 samples)

Source: [Gaussian deblurring on FFHQ 512x512 (10 samples)](<https://www.sota2.com/research/sota/gaussian-deblurring-on-ffhq-512x512-10-samples>)

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

Data updated: 2026-03-04T14:28:17.902Z

Evaluation of Gaussian Deblurring performance on a small 10-sample subset of the FFHQ dataset rendered at 512x512 resolution.

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 | Gaussian deblurring |
| Dataset (including any stated split) | FFHQ 512×512 (10 samples) |
| 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/gaussian-deblurring-on-ffhq-512x512-10-samples.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/gaussian-deblurring-on-ffhq-512x512-10-samples.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/gaussian-deblurring-on-ffhq-512x512-10-samples.md?metric=LPIPS>): Lower is better; unit: PERCENT.

- [Runtime (s)](<https://www.sota2.com/research/sota/gaussian-deblurring-on-ffhq-512x512-10-samples.md?metric=Runtime%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| Latent FAST-DIPS | 31.438 | Not recorded | 69a66c632d603e6de3e3d232 |
| Latent-DAPS | 28.308 | Not recorded | 69a66c632d603e6de3e3d232 |

### Latent FAST-DIPS

PSNR: 31.438. Result ID: 69a8417e6dbb7075b94f1061.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c632d603e6de3e3d232.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a66c632d603e6de3e3d232.md>)

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

### Latent-DAPS

PSNR: 28.308. Result ID: 69a8417e6dbb7075b94f1060.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c632d603e6de3e3d232.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea84481.md>)

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

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