# Shadow Removal on WSRD+ (test)

Source: [Shadow Removal on WSRD+ (test)](<https://www.sota2.com/research/sota/shadow-removal-on-wsrd-plus-test>)

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

Data updated: 2026-02-26T05:56:15.566Z

Evaluation of Shadow Removal performance on the test split of the WSRD+ 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 | Shadow Removal |
| Dataset (including any stated split) | WSRD+ (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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/shadow-removal-on-wsrd-plus-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| Detail-Preserving Latent Diffusion | 26.26 | Not recorded | 68fa765e1e209131cea6cb1c |
| OmniSR | 26.07 | Not recorded | 68fa765e1e209131cea6cb1c |
| ShadowFormer | 25.44 | Not recorded | 68fa765e1e209131cea6cb1c |
| BMNet | 24.75 | Not recorded | 68fa765e1e209131cea6cb1c |
| Refusion | 22.32 | Not recorded | 68fa765e1e209131cea6cb1c |
| AutoExposure | 21.66 | Not recorded | 68fa765e1e209131cea6cb1c |

### Detail-Preserving Latent Diffusion

PSNR: 26.26. Result ID: 69943ab63a6c3148491bea05.

[Reporting paper](<https://www.sota2.com/research/paper/68fa765e1e209131cea6cb1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa765e1e209131cea6cb1c.md>)

Recorded evaluation configuration: {"Mask-free":"Yes"}. This record does not assert independent reproduction.

### OmniSR

PSNR: 26.07. Result ID: 69943ab63a6c3148491bea04.

[Reporting paper](<https://www.sota2.com/research/paper/68fa765e1e209131cea6cb1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76e51e209131cea6fbd1.md>)

[Implementation](<https://blackjoke76.github.io/Projects/OmniSR/>)

Recorded evaluation configuration: {"Year":"2024","Mask-free":"Yes"}. This record does not assert independent reproduction.

### ShadowFormer

PSNR: 25.44. Result ID: 69943ab63a6c3148491bea02.

[Reporting paper](<https://www.sota2.com/research/paper/68fa765e1e209131cea6cb1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e7e1e209131cea4043f.md>)

[Implementation](<https://github.com/GuoLanqing/ShadowFormer>)

Recorded evaluation configuration: {"Year":"2023","Mask-free":"No"}. This record does not assert independent reproduction.

### BMNet

PSNR: 24.75. Result ID: 69943ab63a6c3148491bea01.

[Reporting paper](<https://www.sota2.com/research/paper/68fa765e1e209131cea6cb1c.md>)

Recorded evaluation configuration: {"Year":"2022","Mask-free":"No"}. This record does not assert independent reproduction.

### Refusion

PSNR: 22.32. Result ID: 69943ab63a6c3148491bea03.

[Reporting paper](<https://www.sota2.com/research/paper/68fa765e1e209131cea6cb1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d25.md>)

Recorded evaluation configuration: {"Year":"2023","Mask-free":"Yes"}. This record does not assert independent reproduction.

### AutoExposure

PSNR: 21.66. Result ID: 69943ab63a6c3148491bea00.

[Reporting paper](<https://www.sota2.com/research/paper/68fa765e1e209131cea6cb1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ba1e209131cea23caa.md>)

[Implementation](<https://github.com/tsingqguo/exposure-fusion-shadow-removal>)

Recorded evaluation configuration: {"Year":"2021","Mask-free":"No"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.