# Video Waterdrop Removal on Proposed Synthetic Video Waterdrop Dataset (test)

Source: [Video Waterdrop Removal on Proposed Synthetic Video Waterdrop Dataset (test)](<https://www.sota2.com/research/sota/video-waterdrop-removal-on-proposed-synthetic-video-waterdrop-dataset-test>)

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

Data updated: 2026-02-26T05:55:41.526Z

Evaluation of Video Waterdrop Removal performance on the test split of the Proposed Synthetic Video Waterdrop Dataset, measured using PSNR, MS-SSIM, LPIPS, and Ewarp.

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 | Video Waterdrop Removal |
| Dataset (including any stated split) | Proposed Synthetic Video Waterdrop Dataset (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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/video-waterdrop-removal-on-proposed-synthetic-video-waterdrop-dataset-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [MS-SSIM](<https://www.sota2.com/research/sota/video-waterdrop-removal-on-proposed-synthetic-video-waterdrop-dataset-test.md?metric=MS-SSIM>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/video-waterdrop-removal-on-proposed-synthetic-video-waterdrop-dataset-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [Ewarp](<https://www.sota2.com/research/sota/video-waterdrop-removal-on-proposed-synthetic-video-waterdrop-dataset-test.md?metric=Ewarp>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| spatio-temporal fusion-based framework | 29.5789 | Not recorded | 68fa6e961e209131cea40e4f |
| Vid2Vid | 27.5029 | Not recorded | 68fa6e961e209131cea40e4f |
| CCN | 26.2878 | Not recorded | 68fa6e961e209131cea40e4f |

### spatio-temporal fusion-based framework

PSNR: 29.5789. Result ID: 699048bc3a6c314849ff7579.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e961e209131cea40e4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e961e209131cea40e4f.md>)

Recorded evaluation configuration: {"Model":"Ours"}. This record does not assert independent reproduction.

### Vid2Vid

PSNR: 27.5029. Result ID: 699048bc3a6c314849ff7578.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e961e209131cea40e4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65201e209131cea089a3.md>)

Recorded evaluation configuration: {"Training Strategy":"re-trained with cross-modality strategy"}. This record does not assert independent reproduction.

### CCN

PSNR: 26.2878. Result ID: 699048bc3a6c314849ff7577.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e961e209131cea40e4f.md>)

Recorded evaluation configuration: {"Training Strategy":"re-trained with cross-modality strategy"}. This record does not assert independent reproduction.

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