# Image Dehazing Quality Assessment on Fattal's dataset 42 (test)

Source: [Image Dehazing Quality Assessment on Fattal's dataset 42 (test)](<https://www.sota2.com/research/sota/image-dehazing-quality-assessment-on-fattal-s-dataset-42-test>)

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

Data updated: 2026-02-26T06:07:57.950Z

Evaluation of Image Dehazing Quality Assessment performance on the test split of Fattal's dataset 42, typically measured using User study score.

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 Quality Assessment |
| Dataset (including any stated split) | Fattal's dataset 42 (test) |
| Metric | User Study Score |
| 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

- [User Study Score](<https://www.sota2.com/research/sota/image-dehazing-quality-assessment-on-fattal-s-dataset-42-test.md?metric=User%20Study%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | User Study Score | Result date | Report paper |
| --- | --- | --- | --- |
| CORUN | 8.04 | Not recorded | 68fa78111e209131cea769c2 |
| RIDCP | 7.28 | Not recorded | 68fa78111e209131cea769c2 |
| DGUN | 6.33 | Not recorded | 68fa78111e209131cea769c2 |
| PDN | 4.85 | Not recorded | 68fa78111e209131cea769c2 |
| DAD | 4.8 | Not recorded | 68fa78111e209131cea769c2 |
| D4 | 4.38 | Not recorded | 68fa78111e209131cea769c2 |
| PSD | 4.28 | Not recorded | 68fa78111e209131cea769c2 |
| MBDN | 3.33 | Not recorded | 68fa78111e209131cea769c2 |
| DH | 3.19 | Not recorded | 68fa78111e209131cea769c2 |

### CORUN

User Study Score: 8.04. Result ID: 69957b813badfaffe672a39f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

[Implementation](<https://github.com/cnyvfang/CORUN-Colabator>)

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

### RIDCP

User Study Score: 7.28. Result ID: 69957b813badfaffe672a39d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0b1e209131cea43891.md>)

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

### DGUN

User Study Score: 6.33. Result ID: 69957b813badfaffe672a39e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c601e209131cea33adb.md>)

[Implementation](<https://www.sota2.com/github.com/MC-E/DGUNet>)

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

### PDN

User Study Score: 4.85. Result ID: 69957b813badfaffe672a397.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

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

### DAD

User Study Score: 4.8. Result ID: 69957b813badfaffe672a39a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

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

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

### D4

User Study Score: 4.38. Result ID: 69957b813badfaffe672a39c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

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

### PSD

User Study Score: 4.28. Result ID: 69957b813badfaffe672a39b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

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

### MBDN

User Study Score: 3.33. Result ID: 69957b813badfaffe672a398.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.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.

### DH

User Study Score: 3.19. Result ID: 69957b813badfaffe672a399.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78111e209131cea769c2.md>)

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

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