# Image Dehazing on Fattal's dataset (test)

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

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

Data updated: 2026-04-10T00:48:23.085Z

Evaluation of Image Dehazing performance on the test split of Fattal's dataset, measured using metrics such as FADE, PAQ2PIQ, and CLIPIQA.

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) | Fattal's dataset (test) |
| Metric | FADE |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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-fattal-s-dataset-test.md?metric=FADE>): Higher is better; unit: SCALAR.

- [PAQ2PIQ](<https://www.sota2.com/research/sota/image-dehazing-on-fattal-s-dataset-test.md?metric=PAQ2PIQ>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | FADE | Result date | Report paper |
| --- | --- | --- | --- |
| Hazy Inputs | 1.061 | Not recorded | 69d732907d0172140ec76b18 |
| DAD | 0.484 | Not recorded | 69d732907d0172140ec76b18 |
| PSD | 0.416 | Not recorded | 69d732907d0172140ec76b18 |
| D4 | 0.411 | Not recorded | 69d732907d0172140ec76b18 |
| RIDCP | 0.408 | Not recorded | 69d732907d0172140ec76b18 |
| CoA | 0.314 | Not recorded | 69d732907d0172140ec76b18 |
| HazeFlow | 0.264 | Not recorded | 69d732907d0172140ec76b18 |
| PRISM | 0.225 | Not recorded | 69d732907d0172140ec76b18 |

### Hazy Inputs

FADE: 1.061. Result ID: 69d8483d47f34ce924c07e4a.

[Reporting paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

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

### DAD

FADE: 0.484. Result ID: 69d8483d47f34ce924c07e4b.

[Reporting paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

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

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

### PSD

FADE: 0.416. Result ID: 69d8483d47f34ce924c07e4c.

[Reporting paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

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

### D4

FADE: 0.411. Result ID: 69d8483d47f34ce924c07e4d.

[Reporting paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

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

### RIDCP

FADE: 0.408. Result ID: 69d8483d47f34ce924c07e4e.

[Reporting paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

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

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

### CoA

FADE: 0.314. Result ID: 69d8483d47f34ce924c07e4f.

[Reporting paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77da1e209131cea75913.md>)

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

### HazeFlow

FADE: 0.264. Result ID: 69d8483d47f34ce924c07e50.

[Reporting paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b971e209131cea89527.md>)

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

### PRISM

FADE: 0.225. Result ID: 69d8483d47f34ce924c07e51.

[Reporting paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d732907d0172140ec76b18.md>)

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

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