# Image Desnowing on 2sets (test)

Source: [Image Desnowing on 2sets (test)](<https://www.sota2.com/research/sota/image-desnowing-on-2sets-test>)

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

Data updated: 2026-02-26T05:55:58.227Z

Evaluation of Image Desnowing performance on the test split of the 2sets 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 | Image Desnowing |
| Dataset (including any stated split) | 2sets (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher 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

- [PSNR](<https://www.sota2.com/research/sota/image-desnowing-on-2sets-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/image-desnowing-on-2sets-test.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| WeatherDiff | 33.51 | Not recorded | 68fa72971e209131cea575ba |
| DiffUIR-L | 32.65 | Not recorded | 68fa72971e209131cea575ba |
| RDDM | 32.55 | Not recorded | 68fa72971e209131cea575ba |
| DiffUIR-B | 32.37 | Not recorded | 68fa72971e209131cea575ba |
| Prompt-IR | 31.98 | Not recorded | 68fa72971e209131cea575ba |
| DiffUIR-S | 31.45 | Not recorded | 68fa72971e209131cea575ba |
| DA-CLIP | 30.8 | Not recorded | 68fa72971e209131cea575ba |
| DiffUIR-T | 30.34 | Not recorded | 68fa72971e209131cea575ba |
| Restomer | 28.61 | Not recorded | 68fa72971e209131cea575ba |
| AirNet | 27.63 | Not recorded | 68fa72971e209131cea575ba |

### WeatherDiff

PSNR: 33.51. Result ID: 699244fe3a6c3148490dc627.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

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

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

Recorded evaluation configuration: {"Year":2023,"Setting":"Task-specific","Params (M)":82.96,"Resolution":"256x256"}. This record does not assert independent reproduction.

### DiffUIR-L

PSNR: 32.65. Result ID: 699244fe3a6c3148490dc630.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Implementation](<https://github.com/iSEE-Laboratory/DiffUIR>)

Recorded evaluation configuration: {"Setting":"Universal","Params (M)":36.26,"FLOPS (G)":9.88,"Resolution":"256x256"}. This record does not assert independent reproduction.

### RDDM

PSNR: 32.55. Result ID: 699244fe3a6c3148490dc628.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa729f1e209131cea57981.md>)

[Implementation](<https://github.com/nachifur/RDDM>)

Recorded evaluation configuration: {"Year":2023,"Setting":"Task-specific","Params (M)":36.26,"FLOPS (G)":9.88,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction.

### DiffUIR-B

PSNR: 32.37. Result ID: 699244fe3a6c3148490dc62f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Implementation](<https://github.com/iSEE-Laboratory/DiffUIR>)

Recorded evaluation configuration: {"Setting":"Universal","Params (M)":12.41,"FLOPS (G)":7.19,"Resolution":"256x256"}. This record does not assert independent reproduction.

### Prompt-IR

PSNR: 31.98. Result ID: 699244fe3a6c3148490dc62b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fe31e209131cea47ee5.md>)

[Implementation](<https://github.com/va1shn9v/PromptIR>)

Recorded evaluation configuration: {"Year":2023,"Setting":"Universal","Params (M)":35.59,"FLOPS (G)":15.81,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction.

### DiffUIR-S

PSNR: 31.45. Result ID: 699244fe3a6c3148490dc62e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Implementation](<https://github.com/iSEE-Laboratory/DiffUIR>)

Recorded evaluation configuration: {"Setting":"Universal","Params (M)":3.27,"FLOPS (G)":2.4,"Resolution":"256x256"}. This record does not assert independent reproduction.

### DA-CLIP

PSNR: 30.8. Result ID: 699244fe3a6c3148490dc62c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72541e209131cea55a82.md>)

[Implementation](<https://github.com/Algolzw/daclip-uir>)

Recorded evaluation configuration: {"Year":2023,"Setting":"Universal","Params (M)":174.1,"FLOPS (G)":118.5,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction.

### DiffUIR-T

PSNR: 30.34. Result ID: 699244fe3a6c3148490dc62d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Implementation](<https://github.com/iSEE-Laboratory/DiffUIR>)

Recorded evaluation configuration: {"Setting":"Universal","Params (M)":0.89,"FLOPS (G)":1.72,"Resolution":"256x256"}. This record does not assert independent reproduction.

### Restomer

PSNR: 28.61. Result ID: 699244fe3a6c3148490dc629.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cd71e209131cea362d5.md>)

Recorded evaluation configuration: {"Setting":"Universal","Params (M)":26.12,"FLOPS (G)":141,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction.

### AirNet

PSNR: 27.63. Result ID: 699244fe3a6c3148490dc62a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72971e209131cea575ba.md>)

Recorded evaluation configuration: {"Year":2022,"Setting":"Universal","Params (M)":8.93,"FLOPS (G)":30.13,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction.

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