# Exposure Correction on Exposure correction dataset

Source: [Exposure Correction on Exposure correction dataset](<https://www.sota2.com/research/sota/exposure-correction-on-exposure-correction-dataset>)

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

Data updated: 2026-02-26T05:55:40.893Z

Evaluation of Exposure Correction performance using PSNR and SSIM metrics on the generic Exposure correction dataset.

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 | Exposure correction |
| Dataset (including any stated split) | Exposure correction dataset |
| 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/exposure-correction-on-exposure-correction-dataset.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/exposure-correction-on-exposure-correction-dataset.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| ShadowDiffusion | 22.33 | Not recorded | 68fa6e281e209131cea3e326 |
| Afifi et al. | 19.48 | Not recorded | 68fa6e281e209131cea3e326 |
| DPE (HDR) | 16.21 | Not recorded | 68fa6e281e209131cea3e326 |
| Deep UPE | 14.25 | Not recorded | 68fa6e281e209131cea3e326 |

### ShadowDiffusion

PSNR: 22.33. Result ID: 699012c03a6c314849fdec71.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e281e209131cea3e326.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e281e209131cea3e326.md>)

Recorded evaluation configuration: {"mask refinement":"false","mask condition":"false"}. This record does not assert independent reproduction.

### Afifi et al.

PSNR: 19.48. Result ID: 699012c03a6c314849fdec70.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e281e209131cea3e326.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69981e209131cea22ee4.md>)

[Implementation](<https://github.com/mahmoudnafifi/Exposure_Correction>)

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

### DPE (HDR)

PSNR: 16.21. Result ID: 699012c03a6c314849fdec6f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e281e209131cea3e326.md>)

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

### Deep UPE

PSNR: 14.25. Result ID: 699012c03a6c314849fdec6e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e281e209131cea3e326.md>)

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

Page 1 of 1. This is an index page, not the full collection.