# Image Dehazing on RTTS RESIDE (test)

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

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

Data updated: 2026-02-26T05:44:03.094Z

Evaluation of Image Dehazing performance on the test split of the RTTS RESIDE dataset, measured using FADE, BRISQUE, and NIMA.

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) | RTTS RESIDE (test) |
| Metric | FADE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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

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

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

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

## Recorded results

| Method | FADE | Result date | Report paper |
| --- | --- | --- | --- |
| CORUN | 0.824 | Not recorded | 68fa78111e209131cea769c2 |
| PDN | 0.876 | Not recorded | 68fa78111e209131cea769c2 |
| PSD | 0.92 | Not recorded | 68fa78111e209131cea769c2 |
| RIDCP | 0.944 | Not recorded | 68fa78111e209131cea769c2 |
| DGUN | 1.111 | Not recorded | 68fa78111e209131cea769c2 |
| DAD | 1.13 | Not recorded | 68fa78111e209131cea769c2 |
| D4 | 1.358 | Not recorded | 68fa78111e209131cea769c2 |
| MBDN | 1.363 | Not recorded | 68fa78111e209131cea769c2 |
| DH | 1.895 | Not recorded | 68fa78111e209131cea769c2 |
| Hazy | 2.484 | Not recorded | 68fa78111e209131cea769c2 |

### CORUN

FADE: 0.824. Result ID: 69957b813badfaffe672a3a9.

[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: {"Framework":"Colabator"}. This record does not assert independent reproduction.

### PDN

FADE: 0.876. Result ID: 69957b813badfaffe672a3a1.

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

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

### PSD

FADE: 0.92. Result ID: 69957b813badfaffe672a3a5.

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

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

### RIDCP

FADE: 0.944. Result ID: 69957b813badfaffe672a3a7.

[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

FADE: 1.111. Result ID: 69957b813badfaffe672a3a8.

[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.

### DAD

FADE: 1.13. Result ID: 69957b813badfaffe672a3a4.

[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

FADE: 1.358. Result ID: 69957b813badfaffe672a3a6.

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

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

### MBDN

FADE: 1.363. Result ID: 69957b813badfaffe672a3a2.

[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

FADE: 1.895. Result ID: 69957b813badfaffe672a3a3.

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

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

### Hazy

FADE: 2.484. Result ID: 69957b813badfaffe672a3a0.

[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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