# Image Dehazing on RTTS (test)

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

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

Data updated: 2026-02-26T05:53:11.624Z

Evaluation of Image Dehazing performance on the test split of the RTTS dataset, measured using NIQE and PIQE.

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 (test) |
| Metric | NIQE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| 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

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

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

## Recorded results

| Method | NIQE | Result date | Report paper |
| --- | --- | --- | --- |
| OneRestore | 4.58 | Not recorded | 68fa74111e209131cea5f96c |
| MSBDN | 4.77 | Not recorded | 68fa74111e209131cea5f96c |
| C2PNet | 5.03 | Not recorded | 68fa74111e209131cea5f96c |
| DeHamer | 5.34 | Not recorded | 68fa74111e209131cea5f96c |

### OneRestore

NIQE: 4.58. Result ID: 69931c183a6c31484913c93e.

[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.

### MSBDN

NIQE: 4.77. Result ID: 69931c183a6c31484913c93b.

[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.

### C2PNet

NIQE: 5.03. Result ID: 69931c183a6c31484913c93d.

[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.

### DeHamer

NIQE: 5.34. Result ID: 69931c183a6c31484913c93c.

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

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

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