# Image Dehazing on RESIDE SOTS

Source: [Image Dehazing on RESIDE SOTS](<https://www.sota2.com/research/sota/image-dehazing-on-reside-sots>)

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

Data updated: 2026-02-26T05:56:07.125Z

Evaluation of Image Dehazing performance on the RESIDE SOTS 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 Dehazing |
| Dataset (including any stated split) | RESIDE SOTS |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 34 of 34 |
| 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-dehazing-on-reside-sots.md?metric=PSNR>): Higher is better; unit: SCALAR.

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| MB-TFormer | 37.94 | Not recorded | 68fa74111e209131cea5f96c |
| OneRestore | 35.58 | Not recorded | 68fa74111e209131cea5f96c |
| C2PNet | 34.05 | Not recorded | 68fa74111e209131cea5f96c |
| FFANet | 32.13 | Not recorded | 68fa74111e209131cea5f96c |
| GDN | 30.77 | Not recorded | 68fa74111e209131cea5f96c |
| DeHamer | 30.7 | Not recorded | 68fa74111e209131cea5f96c |
| GCANet | 30.23 | Not recorded | 68fa652e1e209131cea08a7c |
| MSBDN | 30.23 | Not recorded | 68fa74111e209131cea5f96c |
| Domain Adaptation for Image Dehazing | 27.76 | Not recorded | 68fa678d1e209131cea16efd |
| EPDN | 23.82 | Not recorded | 68fa678d1e209131cea16efd |
| GCANet | 22.6 | Not recorded | 68fa74111e209131cea5f96c |
| GFN | 22.3 | Not recorded | 68fa64311e209131cea035c2 |
| GFN | 22.3 | Not recorded | 68fa652e1e209131cea08a7c |
| GFN | 22.3 | Not recorded | 68fa678d1e209131cea16efd |
| DehazeNet | 21.14 | Not recorded | 68fa64311e209131cea035c2 |
| DehazeNet | 21.14 | Not recorded | 68fa652e1e209131cea08a7c |
| DehazeNet | 21.14 | Not recorded | 68fa678d1e209131cea16efd |
| DehazeNet | 20.95 | Not recorded | 68fa74111e209131cea5f96c |
| AODNet | 20.36 | Not recorded | 68fa74111e209131cea5f96c |
| MSCNN | 20 | Not recorded | 68fa74111e209131cea5f96c |
| DCPDN | 19.39 | Not recorded | 68fa678d1e209131cea16efd |
| AOD-Net | 19.06 | Not recorded | 68fa64311e209131cea035c2 |
| AOD-Net | 19.06 | Not recorded | 68fa652e1e209131cea08a7c |
| AOD-Net | 19.06 | Not recorded | 68fa678d1e209131cea16efd |
| CAP | 19.05 | Not recorded | 68fa652e1e209131cea08a7c |
| GRM | 18.86 | Not recorded | 68fa652e1e209131cea08a7c |
| MSCNN | 17.57 | Not recorded | 68fa64311e209131cea035c2 |
| MSCNN | 17.57 | Not recorded | 68fa678d1e209131cea16efd |
| NLD | 17.27 | Not recorded | 68fa64311e209131cea035c2 |
| NLD | 17.27 | Not recorded | 68fa678d1e209131cea16efd |
| DCP | 16.62 | Not recorded | 68fa652e1e209131cea08a7c |
| Input | 15.92 | Not recorded | 68fa74111e209131cea5f96c |
| DCP | 15.49 | Not recorded | 68fa678d1e209131cea16efd |
| DCP | 14.67 | Not recorded | 68fa74111e209131cea5f96c |

### MB-TFormer

PSNR: 37.94. Result ID: 69931c183a6c31484913c92d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4af93.md>)

Recorded evaluation configuration: {"Venue & Year":"ICCV2023"}. This record does not assert independent reproduction.

### OneRestore

PSNR: 35.58. Result ID: 69931c183a6c31484913c92e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

[Implementation](<https://github.com/gy65896/OneRestore>)

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

### C2PNet

PSNR: 34.05. Result ID: 69931c183a6c31484913c92c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f8c1e209131cea46223.md>)

[Implementation](<https://github.com/YuZheng9/C2PNet>)

Recorded evaluation configuration: {"Venue & Year":"CVPR2023"}. This record does not assert independent reproduction.

### FFANet

PSNR: 32.13. Result ID: 69931c183a6c31484913c929.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

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

Recorded evaluation configuration: {"Venue & Year":"AAAI2020"}. This record does not assert independent reproduction.

### GDN

PSNR: 30.77. Result ID: 69931c183a6c31484913c928.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

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

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

Recorded evaluation configuration: {"Venue & Year":"ICCV2019"}. This record does not assert independent reproduction.

### DeHamer

PSNR: 30.7. Result ID: 69931c183a6c31484913c92b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

Recorded evaluation configuration: {"Venue & Year":"CVPR2022"}. This record does not assert independent reproduction.

### GCANet

PSNR: 30.23. Result ID: 698c9fc70b614d12cff206f8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

[Implementation](<https://github.com/cddlyf/GCANet>)

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

### MSBDN

PSNR: 30.23. Result ID: 69931c183a6c31484913c92a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

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

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

Recorded evaluation configuration: {"Venue & Year":"CVPR2020"}. This record does not assert independent reproduction.

### Domain Adaptation for Image Dehazing

PSNR: 27.76. Result ID: 698d3a6c8b517eb4331ff1bc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

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

### EPDN

PSNR: 23.82. Result ID: 698d3a6c8b517eb4331ff1bb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

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

### GCANet

PSNR: 22.6. Result ID: 69931c183a6c31484913c927.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

[Implementation](<https://github.com/cddlyf/GCANet>)

Recorded evaluation configuration: {"Venue & Year":"WACV2019"}. This record does not assert independent reproduction.

### GFN

PSNR: 22.3. Result ID: 698c1903f729bc7f68e844cf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64311e209131cea035c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64311e209131cea035c2.md>)

[Implementation](<https://sites.google.com/site/renwenqi888/research/dehazing/gfn>)

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

### GFN

PSNR: 22.3. Result ID: 698c9fc70b614d12cff206f7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64311e209131cea035c2.md>)

[Implementation](<https://sites.google.com/site/renwenqi888/research/dehazing/gfn>)

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

### GFN

PSNR: 22.3. Result ID: 698d3a6c8b517eb4331ff1ba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64311e209131cea035c2.md>)

[Implementation](<https://sites.google.com/site/renwenqi888/research/dehazing/gfn>)

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

### DehazeNet

PSNR: 21.14. Result ID: 698c1903f729bc7f68e844cd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64311e209131cea035c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d81e209131ce9fb99e.md>)

[Implementation](<http://caibolun.github.io/DehazeNet/>)

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

### DehazeNet

PSNR: 21.14. Result ID: 698c9fc70b614d12cff206f6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d81e209131ce9fb99e.md>)

[Implementation](<http://caibolun.github.io/DehazeNet/>)

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

### DehazeNet

PSNR: 21.14. Result ID: 698d3a6c8b517eb4331ff1b7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d81e209131ce9fb99e.md>)

[Implementation](<http://caibolun.github.io/DehazeNet/>)

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

### DehazeNet

PSNR: 20.95. Result ID: 69931c183a6c31484913c924.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d81e209131ce9fb99e.md>)

[Implementation](<http://caibolun.github.io/DehazeNet/>)

Recorded evaluation configuration: {"Venue & Year":"TIP2016"}. This record does not assert independent reproduction.

### AODNet

PSNR: 20.36. Result ID: 69931c183a6c31484913c926.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

Recorded evaluation configuration: {"Venue & Year":"ICCV2017"}. This record does not assert independent reproduction.

### MSCNN

PSNR: 20. Result ID: 69931c183a6c31484913c925.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

Recorded evaluation configuration: {"Venue & Year":"ECCV2016"}. This record does not assert independent reproduction.

### DCPDN

PSNR: 19.39. Result ID: 698d3a6c8b517eb4331ff1b9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64271e209131cea02ed7.md>)

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

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

### AOD-Net

PSNR: 19.06. Result ID: 698c1903f729bc7f68e844ce.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64311e209131cea035c2.md>)

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

### AOD-Net

PSNR: 19.06. Result ID: 698c9fc70b614d12cff206f5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

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

### AOD-Net

PSNR: 19.06. Result ID: 698d3a6c8b517eb4331ff1b8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

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

### CAP

PSNR: 19.05. Result ID: 698c9fc70b614d12cff206f3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

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

### GRM

PSNR: 18.86. Result ID: 698c9fc70b614d12cff206f4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

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

### MSCNN

PSNR: 17.57. Result ID: 698c1903f729bc7f68e844cc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64311e209131cea035c2.md>)

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

### MSCNN

PSNR: 17.57. Result ID: 698d3a6c8b517eb4331ff1b6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

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

### NLD

PSNR: 17.27. Result ID: 698c1903f729bc7f68e844cb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64311e209131cea035c2.md>)

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

### NLD

PSNR: 17.27. Result ID: 698d3a6c8b517eb4331ff1b5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

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

### DCP

PSNR: 16.62. Result ID: 698c9fc70b614d12cff206f2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a7c.md>)

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

### Input

PSNR: 15.92. Result ID: 69931c183a6c31484913c922.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

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

### DCP

PSNR: 15.49. Result ID: 698d3a6c8b517eb4331ff1b4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa678d1e209131cea16efd.md>)

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

### DCP

PSNR: 14.67. Result ID: 69931c183a6c31484913c923.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74111e209131cea5f96c.md>)

Recorded evaluation configuration: {"Venue & Year":"TPAMI2010"}. This record does not assert independent reproduction.

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