# Homogeneous Image Dehazing on O-HAZE

Source: [Homogeneous Image Dehazing on O-HAZE](<https://www.sota2.com/research/sota/homogeneous-image-dehazing-on-o-haze>)

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

Data updated: 2026-02-26T05:55:31.506Z

Evaluation of Homogeneous Image Dehazing performance on the O-HAZE dataset, utilizing metrics including PSNR, SSIM, LPIPS, and CIEDE2000.

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 | Homogeneous Image Dehazing |
| Dataset (including any stated split) | O-HAZE |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/homogeneous-image-dehazing-on-o-haze.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/homogeneous-image-dehazing-on-o-haze.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/homogeneous-image-dehazing-on-o-haze.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [CIEDE2000](<https://www.sota2.com/research/sota/homogeneous-image-dehazing-on-o-haze.md?metric=CIEDE2000>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| HyLoG-ViT | 29.87 | Not recorded | 68fa6b831e209131cea2ebc0 |
| MSCNN | 17.22 | Not recorded | 68fa6b831e209131cea2ebc0 |
| EPDN | 17.17 | Not recorded | 68fa6b831e209131cea2ebc0 |
| MSBDN | 16.76 | Not recorded | 68fa6b831e209131cea2ebc0 |
| GDNet | 16.67 | Not recorded | 68fa6b831e209131cea2ebc0 |
| FFA | 16.09 | Not recorded | 68fa6b831e209131cea2ebc0 |
| HLP | 15.28 | Not recorded | 68fa6b831e209131cea2ebc0 |
| DCP | 15.09 | Not recorded | 68fa6b831e209131cea2ebc0 |

### HyLoG-ViT

PSNR: 29.87. Result ID: 698e9296ffc3901de09ec53e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.md>)

[Implementation](<https://github.com/phoenixtreesky7/CFEN-ViT-Dehazing>)

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

### MSCNN

PSNR: 17.22. Result ID: 698e9296ffc3901de09ec539.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.md>)

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

### EPDN

PSNR: 17.17. Result ID: 698e9296ffc3901de09ec53b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.md>)

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

### MSBDN

PSNR: 16.76. Result ID: 698e9296ffc3901de09ec53c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676d1e209131cea161ea.md>)

[Implementation](<https://github.com/BookerDeWitt/MSBDN-DFF>)

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

### GDNet

PSNR: 16.67. Result ID: 698e9296ffc3901de09ec53a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66361e209131cea0ed20.md>)

[Implementation](<https://proteus1991.github.io/GridDehazeNet/>)

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

### FFA

PSNR: 16.09. Result ID: 698e9296ffc3901de09ec53d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66cd1e209131cea126dc.md>)

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

### HLP

PSNR: 15.28. Result ID: 698e9296ffc3901de09ec538.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.md>)

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

### DCP

PSNR: 15.09. Result ID: 698e9296ffc3901de09ec537.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebc0.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.