# Image Dehazing on KITTI (test)

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

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

Data updated: 2026-03-04T09:54:31.795Z

Evaluation of Image Dehazing performance on the test split of the KITTI dataset, typically measured using PSNR, SSIM, and LPIPS.

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) | KITTI (test) |
| Metric | PSNR |
| 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

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

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

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| ADeT-Net | 30.5 | Not recorded | 69a66bc92d603e6de3e3cb7a |
| IPC | 28.94 | Not recorded | 69a66bc92d603e6de3e3cb7a |
| DCMPNet | 28.52 | Not recorded | 69a66bc92d603e6de3e3cb7a |
| RIDCP | 27.18 | Not recorded | 69a66bc92d603e6de3e3cb7a |
| DiffDehaze | 26.91 | Not recorded | 69a66bc92d603e6de3e3cb7a |
| KA-Net | 26.73 | Not recorded | 69a66bc92d603e6de3e3cb7a |
| C2P | 25.01 | Not recorded | 69a66bc92d603e6de3e3cb7a |
| Dehamer | 24.87 | Not recorded | 69a66bc92d603e6de3e3cb7a |
| Dehazeformer | 23.36 | Not recorded | 69a66bc92d603e6de3e3cb7a |

### ADeT-Net

PSNR: 30.5. Result ID: 69a8014a6dbb7075b94d4974.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

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

### IPC

PSNR: 28.94. Result ID: 69a8014a6dbb7075b94d4973.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77bb1e209131cea75037.md>)

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

### DCMPNet

PSNR: 28.52. Result ID: 69a8014a6dbb7075b94d4971.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa740c1e209131cea5f73e.md>)

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

### RIDCP

PSNR: 27.18. Result ID: 69a8014a6dbb7075b94d496e.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

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

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

### DiffDehaze

PSNR: 26.91. Result ID: 69a8014a6dbb7075b94d4972.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77a41e209131cea74912.md>)

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

### KA-Net

PSNR: 26.73. Result ID: 69a8014a6dbb7075b94d4970.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

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

### C2P

PSNR: 25.01. Result ID: 69a8014a6dbb7075b94d496d.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f8c1e209131cea46223.md>)

[Implementation](<https://github.com/YuZheng9/C2PNet>)

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

### Dehamer

PSNR: 24.87. Result ID: 69a8014a6dbb7075b94d496c.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

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

### Dehazeformer

PSNR: 23.36. Result ID: 69a8014a6dbb7075b94d496f.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bc92d603e6de3e3cb7a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f021e209131cea43318.md>)

[Implementation](<https://github.com/IDKiro/DehazeFormer>)

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

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