# Image Dehazing on Synthetic dataset (Random)

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

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

Data updated: 2026-02-26T05:55:21.811Z

Evaluation of Image Dehazing performance on the Random subset of the Synthetic 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) | Synthetic dataset (Random) |
| 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-random.md?metric=PSNR>): Higher is better; unit: SCALAR.

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| GFN | 22.41 | Not recorded | 68fa64311e209131cea035c2 |
| GFN | 22.2 | Not recorded | 68fa64311e209131cea035c2 |
| DehazeNet | 20.97 | Not recorded | 68fa64311e209131cea035c2 |
| MSCNN | 20.01 | Not recorded | 68fa64311e209131cea035c2 |
| CAP | 19.99 | Not recorded | 68fa64311e209131cea035c2 |
| AOD-Net | 19.36 | Not recorded | 68fa64311e209131cea035c2 |
| DCP | 18.58 | Not recorded | 68fa64311e209131cea035c2 |
| NLD | 18.28 | Not recorded | 68fa64311e209131cea035c2 |
| BCCR | 17.35 | Not recorded | 68fa64311e209131cea035c2 |

### GFN

PSNR: 22.41. Result ID: 698c1903f729bc7f68e844f2.

[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.

### GFN

PSNR: 22.2. Result ID: 698c1903f729bc7f68e844f3.

[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.

### DehazeNet

PSNR: 20.97. Result ID: 698c1903f729bc7f68e844f0.

[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: 20.01. Result ID: 698c1903f729bc7f68e844ef.

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

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

### CAP

PSNR: 19.99. Result ID: 698c1903f729bc7f68e844ee.

[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: 19.36. Result ID: 698c1903f729bc7f68e844f1.

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

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

### DCP

PSNR: 18.58. Result ID: 698c1903f729bc7f68e844eb.

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

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

### NLD

PSNR: 18.28. Result ID: 698c1903f729bc7f68e844ed.

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

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

### BCCR

PSNR: 17.35. Result ID: 698c1903f729bc7f68e844ec.

[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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