# Image Descattering on Fog Chamber Measurements

Source: [Image Descattering on Fog Chamber Measurements](<https://www.sota2.com/research/sota/image-descattering-on-fog-chamber-measurements>)

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

Data updated: 2026-02-26T05:48:11.904Z

Evaluation of Image Descattering performance on the Fog Chamber Measurements dataset, typically measured using LPIPS, 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 Descattering |
| Dataset (including any stated split) | Fog Chamber Measurements |
| Metric | LPIPS |
| 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

- [LPIPS](<https://www.sota2.com/research/sota/image-descattering-on-fog-chamber-measurements.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [PSNR](<https://www.sota2.com/research/sota/image-descattering-on-fog-chamber-measurements.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/image-descattering-on-fog-chamber-measurements.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | LPIPS | Result date | Report paper |
| --- | --- | --- | --- |
| ForkGAN | 0.718 | Not recorded | 68fa699a1e209131cea23044 |
| CycleGAN | 0.779 | Not recorded | 68fa699a1e209131cea23044 |
| DehazeNet | 0.799 | Not recorded | 68fa699a1e209131cea23044 |
| Input Image | 0.812 | Not recorded | 68fa699a1e209131cea23044 |
| CyCADA | 0.819 | Not recorded | 68fa699a1e209131cea23044 |
| Bidirectional-FCN | 0.83 | Not recorded | 68fa699a1e209131cea23044 |
| PFF-Net | 0.841 | Not recorded | 68fa699a1e209131cea23044 |
| EPDN | 0.844 | Not recorded | 68fa699a1e209131cea23044 |
| FProc | 0.852 | Not recorded | 68fa699a1e209131cea23044 |
| ZeroScatter | 0.878 | Not recorded | 68fa699a1e209131cea23044 |

### ForkGAN

LPIPS: 0.718. Result ID: 698dc37e8b517eb433239383.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

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

### CycleGAN

LPIPS: 0.779. Result ID: 698dc37e8b517eb433239382.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68351e209131cea1ac7a.md>)

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

### DehazeNet

LPIPS: 0.799. Result ID: 698dc37e8b517eb433239380.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.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.

### Input Image

LPIPS: 0.812. Result ID: 698dc37e8b517eb433239385.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

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

### CyCADA

LPIPS: 0.819. Result ID: 698dc37e8b517eb433239381.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63e81e209131cea015de.md>)

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

### Bidirectional-FCN

LPIPS: 0.83. Result ID: 698dc37e8b517eb43323937f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

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

### PFF-Net

LPIPS: 0.841. Result ID: 698dc37e8b517eb43323937e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64e61e209131cea073ec.md>)

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

### EPDN

LPIPS: 0.844. Result ID: 698dc37e8b517eb43323937d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

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

### FProc

LPIPS: 0.852. Result ID: 698dc37e8b517eb433239384.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

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

### ZeroScatter

LPIPS: 0.878. Result ID: 698dc37e8b517eb43323937c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa699a1e209131cea23044.md>)

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

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