# Image Dehazing on Synthetic dataset Heavy

Source: [Image Dehazing on Synthetic dataset Heavy](<https://www.sota2.com/research/sota/image-dehazing-on-synthetic-dataset-heavy>)

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

Data updated: 2026-02-26T05:55:21.796Z

Evaluation of Image Dehazing performance on the Synthetic dataset Heavy, 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) | Synthetic dataset Heavy |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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-synthetic-dataset-heavy.md?metric=PSNR>): Higher is better; unit: SCALAR.

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| GFN | 22.75 | Not recorded | 68fa64311e209131cea035c2 |
| GFN | 22.32 | Not recorded | 68fa64311e209131cea035c2 |
| DehazeNet | 21.98 | Not recorded | 68fa64311e209131cea035c2 |
| MSCNN | 20.51 | Not recorded | 68fa64311e209131cea035c2 |
| AOD-Net | 20.24 | Not recorded | 68fa64311e209131cea035c2 |
| CAP | 20.21 | Not recorded | 68fa64311e209131cea035c2 |
| DCP | 18.67 | Not recorded | 68fa64311e209131cea035c2 |
| NLD | 18.21 | Not recorded | 68fa64311e209131cea035c2 |
| BCCR | 17.43 | Not recorded | 68fa64311e209131cea035c2 |

### GFN

PSNR: 22.75. Result ID: 698c1903f729bc7f68e844ea.

[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: {"variant":"G + D"}. This record does not assert independent reproduction.

### GFN

PSNR: 22.32. Result ID: 698c1903f729bc7f68e844e9.

[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: {"variant":"G"}. This record does not assert independent reproduction.

### DehazeNet

PSNR: 21.98. Result ID: 698c1903f729bc7f68e844e7.

[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.

### MSCNN

PSNR: 20.51. Result ID: 698c1903f729bc7f68e844e6.

[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: 20.24. Result ID: 698c1903f729bc7f68e844e8.

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

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

### CAP

PSNR: 20.21. Result ID: 698c1903f729bc7f68e844e5.

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

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

### DCP

PSNR: 18.67. Result ID: 698c1903f729bc7f68e844e2.

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

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

### NLD

PSNR: 18.21. Result ID: 698c1903f729bc7f68e844e4.

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

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

### BCCR

PSNR: 17.43. Result ID: 698c1903f729bc7f68e844e3.

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

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

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