# Image Enhancement (RAW to RGB) on SID Fuji camera

Source: [Image Enhancement (RAW to RGB) on SID Fuji camera](<https://www.sota2.com/research/sota/image-enhancement-raw-to-rgb-on-sid-fuji-camera>)

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

Data updated: 2026-02-26T05:55:25.363Z

Evaluation of RAW to RGB image enhancement performance using the SID Fuji camera dataset, typically measured using PSNR, SSIM, and LPIPS.

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 Enhancement (RAW to RGB) |
| Dataset (including any stated split) | SID Fuji camera |
| 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-enhancement-raw-to-rgb-on-sid-fuji-camera.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/image-enhancement-raw-to-rgb-on-sid-fuji-camera.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/image-enhancement-raw-to-rgb-on-sid-fuji-camera.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DeepLPF | 26.82 | Not recorded | 68fa67571e209131cea15b15 |
| U-Net | 26.61 | Not recorded | 68fa67571e209131cea15b15 |

### DeepLPF

PSNR: 26.82. Result ID: 698d2f5d8b517eb4331fa3e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67571e209131cea15b15.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67571e209131cea15b15.md>)

Recorded evaluation configuration: {"# Weights":"2.0 M"}. This record does not assert independent reproduction.

### U-Net

PSNR: 26.61. Result ID: 698d2f5d8b517eb4331fa3e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67571e209131cea15b15.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa644b1e209131cea03c6a.md>)

Recorded evaluation configuration: {"# Weights":"7.8 M"}. This record does not assert independent reproduction.

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