# Snow Removal on Snow100K (test)

Source: [Snow Removal on Snow100K (test)](<https://www.sota2.com/research/sota/snow-removal-on-snow100k-test>)

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

Data updated: 2026-02-26T05:56:31.477Z

Evaluation of Snow Removal models on the test split of 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 | Snow Removal |
| Dataset (including any stated split) | Snow100K (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 28 of 28 |
| 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/snow-removal-on-snow100k-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DELNet | 33.58 | Not recorded | 69802f60a8b01e76cc8e1490 |
| CLAIO | 32.31 | Not recorded | 69802f60a8b01e76cc8e1490 |
| DELNet | 30.29 | Not recorded | 69802f60a8b01e76cc8e1490 |
| ADSM | 30.24 | Not recorded | 69802f60a8b01e76cc8e1490 |
| ADSM | 30.24 | Not recorded | 69802f60a8b01e76cc8e1490 |
| WGWS | 30.19 | Not recorded | 69802f60a8b01e76cc8e1490 |
| WGWS | 30.19 | Not recorded | 69802f60a8b01e76cc8e1490 |
| CLAIO | 30.05 | Not recorded | 69802f60a8b01e76cc8e1490 |
| AFC | 29.98 | Not recorded | 69802f60a8b01e76cc8e1490 |
| EWC | 29.16 | Not recorded | 69802f60a8b01e76cc8e1490 |
| WeatherDiff | 28.86 | Not recorded | 69802f60a8b01e76cc8e1490 |
| WeatherDiff | 28.86 | Not recorded | 69802f60a8b01e76cc8e1490 |
| POD | 28.81 | Not recorded | 69802f60a8b01e76cc8e1490 |
| POD | 28.65 | Not recorded | 69802f60a8b01e76cc8e1490 |
| AFC | 28.1 | Not recorded | 69802f60a8b01e76cc8e1490 |
| AIRFormer | 28.01 | Not recorded | 69802f60a8b01e76cc8e1490 |
| AIRFormer | 28.01 | Not recorded | 69802f60a8b01e76cc8e1490 |
| TransWeather | 27.83 | Not recorded | 69802f60a8b01e76cc8e1490 |
| TransWeather | 27.83 | Not recorded | 69802f60a8b01e76cc8e1490 |
| MAS | 27.45 | Not recorded | 69802f60a8b01e76cc8e1490 |
| Chen et al. | 26.97 | Not recorded | 69802f60a8b01e76cc8e1490 |
| Chen et al. | 26.97 | Not recorded | 69802f60a8b01e76cc8e1490 |
| PIGWM | 26.95 | Not recorded | 69802f60a8b01e76cc8e1490 |
| PIGWM | 26.45 | Not recorded | 69802f60a8b01e76cc8e1490 |
| EWC | 25.47 | Not recorded | 69802f60a8b01e76cc8e1490 |
| LwF | 25.4 | Not recorded | 69802f60a8b01e76cc8e1490 |
| MAS | 24.71 | Not recorded | 69802f60a8b01e76cc8e1490 |
| LwF | 24.35 | Not recorded | 69802f60a8b01e76cc8e1490 |

### DELNet

PSNR: 33.58. Result ID: 699774655698665ec4c87e11.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### CLAIO

PSNR: 32.31. Result ID: 699774655698665ec4c87e18.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727f1e209131cea56ca9.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### DELNet

PSNR: 30.29. Result ID: 699774655698665ec4c87ddc.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### ADSM

PSNR: 30.24. Result ID: 699774655698665ec4c87de2.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75b81e209131cea69896.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### ADSM

PSNR: 30.24. Result ID: 699774655698665ec4c87e17.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75b81e209131cea69896.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### WGWS

PSNR: 30.19. Result ID: 699774655698665ec4c87dde.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### WGWS

PSNR: 30.19. Result ID: 699774655698665ec4c87e13.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### CLAIO

PSNR: 30.05. Result ID: 699774655698665ec4c87de3.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727f1e209131cea56ca9.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### AFC

PSNR: 29.98. Result ID: 699774655698665ec4c87e10.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c281e209131cea32656.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### EWC

PSNR: 29.16. Result ID: 699774655698665ec4c87e0b.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cb31e209131cea3555e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### WeatherDiff

PSNR: 28.86. Result ID: 699774655698665ec4c87de1.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

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

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

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### WeatherDiff

PSNR: 28.86. Result ID: 699774655698665ec4c87e16.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

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

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

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### POD

PSNR: 28.81. Result ID: 699774655698665ec4c87dd9.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa686b1e209131cea1bffa.md>)

[Implementation](<https://www.sota2.com/github.com/arthurdouillard/incremental_learning.pytorch>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### POD

PSNR: 28.65. Result ID: 699774655698665ec4c87e0e.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa686b1e209131cea1bffa.md>)

[Implementation](<https://www.sota2.com/github.com/arthurdouillard/incremental_learning.pytorch>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### AFC

PSNR: 28.1. Result ID: 699774655698665ec4c87ddb.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c281e209131cea32656.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### AIRFormer

PSNR: 28.01. Result ID: 699774655698665ec4c87de0.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### AIRFormer

PSNR: 28.01. Result ID: 699774655698665ec4c87e15.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### TransWeather

PSNR: 27.83. Result ID: 699774655698665ec4c87ddd.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

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

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

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### TransWeather

PSNR: 27.83. Result ID: 699774655698665ec4c87e12.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

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

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

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### MAS

PSNR: 27.45. Result ID: 699774655698665ec4c87e0c.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64e61e209131cea073fa.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### Chen et al.

PSNR: 26.97. Result ID: 699774655698665ec4c87ddf.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### Chen et al.

PSNR: 26.97. Result ID: 699774655698665ec4c87e14.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### PIGWM

PSNR: 26.95. Result ID: 699774655698665ec4c87dda.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### PIGWM

PSNR: 26.45. Result ID: 699774655698665ec4c87e0f.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

### EWC

PSNR: 25.47. Result ID: 699774655698665ec4c87dd6.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cb31e209131cea3555e.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### LwF

PSNR: 25.4. Result ID: 699774655698665ec4c87dd8.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63201e209131ce9fd0b3.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### MAS

PSNR: 24.71. Result ID: 699774655698665ec4c87dd7.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64e61e209131cea073fa.md>)

Recorded evaluation configuration: {"training\_setting":"multi-task sequence"}. This record does not assert independent reproduction.

### LwF

PSNR: 24.35. Result ID: 699774655698665ec4c87e0d.

[Reporting paper](<https://www.sota2.com/research/paper/69802f60a8b01e76cc8e1490.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63201e209131ce9fd0b3.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction.

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