# Desnowing on Snow100k

Source: [Desnowing on Snow100k](<https://www.sota2.com/research/sota/desnowing-on-snow100k>)

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

Data updated: 2026-02-26T05:56:07.108Z

Evaluation of Desnowing performance on the Snow100k dataset, measured using 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 | Desnowing |
| Dataset (including any stated split) | Snow100k |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| 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/desnowing-on-snow100k.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/desnowing-on-snow100k.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| OneRestore | 30.24 | Not recorded | 68fa74111e209131cea5f96c |
| WeatherDiff | 30.09 | Not recorded | 68fa74111e209131cea5f96c |
| TransWeather | 29.31 | Not recorded | 68fa74111e209131cea5f96c |
| WGWSNet | 28.94 | Not recorded | 68fa74111e209131cea5f96c |
| DDMSNet | 28.85 | Not recorded | 68fa74111e209131cea5f96c |
| AIO | 28.33 | Not recorded | 68fa74111e209131cea5f96c |
| TUM | 26.9 | Not recorded | 68fa74111e209131cea5f96c |
| RESCAN | 26.08 | Not recorded | 68fa74111e209131cea5f96c |
| SPANet | 23.7 | Not recorded | 68fa74111e209131cea5f96c |
| DehazeNet | 22.62 | Not recorded | 68fa74111e209131cea5f96c |
| DeepLab | 21.29 | Not recorded | 68fa74111e209131cea5f96c |
| DerainNet | 19.18 | Not recorded | 68fa74111e209131cea5f96c |

### OneRestore

PSNR: 30.24. Result ID: 69931c183a6c31484913c921.

[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: {"Venue & Year":null}. This record does not assert independent reproduction.

### WeatherDiff

PSNR: 30.09. Result ID: 69931c183a6c31484913c920.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa755f1e209131cea67919.md>)

[Implementation](<https://github.com/IGITUGraz/WeatherDiffusion>)

Recorded evaluation configuration: {"Venue & Year":"TPAMI2023"}. This record does not assert independent reproduction.

### TransWeather

PSNR: 29.31. Result ID: 69931c183a6c31484913c91d.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cd91e209131cea363ff.md>)

[Implementation](<https://github.com/jeya-maria-jose/TransWeather>)

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

### WGWSNet

PSNR: 28.94. Result ID: 69931c183a6c31484913c91f.

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

Recorded evaluation configuration: {"Venue & Year":"CVPR2023"}. This record does not assert independent reproduction.

### DDMSNet

PSNR: 28.85. Result ID: 69931c183a6c31484913c91c.

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

Recorded evaluation configuration: {"Venue & Year":"TIP2021"}. This record does not assert independent reproduction.

### AIO

PSNR: 28.33. Result ID: 69931c183a6c31484913c91b.

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

Recorded evaluation configuration: {"Venue & Year":"CVPR2020"}. This record does not assert independent reproduction.

### TUM

PSNR: 26.9. Result ID: 69931c183a6c31484913c91e.

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

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

### RESCAN

PSNR: 26.08. Result ID: 69931c183a6c31484913c919.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa64a51e209131cea05d7a.md>)

[Implementation](<https://xialipku.github.io/RESCAN>)

Recorded evaluation configuration: {"Venue & Year":"ECCV2018"}. This record does not assert independent reproduction.

### SPANet

PSNR: 23.7. Result ID: 69931c183a6c31484913c91a.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa66341e209131cea0ebdd.md>)

[Implementation](<https://stevewongv.github.io/derain-project.html>)

Recorded evaluation configuration: {"Venue & Year":"CVPR2019"}. This record does not assert independent reproduction.

### DehazeNet

PSNR: 22.62. Result ID: 69931c183a6c31484913c917.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d81e209131ce9fb99e.md>)

[Implementation](<http://caibolun.github.io/DehazeNet/>)

Recorded evaluation configuration: {"Venue & Year":"TIP2016"}. This record does not assert independent reproduction.

### DeepLab

PSNR: 21.29. Result ID: 69931c183a6c31484913c918.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63541e209131ce9fe382.md>)

[Implementation](<http://liangchiehchen.com/projects/DeepLab.html>)

Recorded evaluation configuration: {"Venue & Year":"TPAMI2017"}. This record does not assert independent reproduction.

### DerainNet

PSNR: 19.18. Result ID: 69931c183a6c31484913c916.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63651e209131ce9fe639.md>)

[Implementation](<http://smartdsp.xmu.edu.cn/derainNet.html>)

Recorded evaluation configuration: {"Venue & Year":"TIP2017"}. This record does not assert independent reproduction.

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