# Single-Image Cloud Removal on Paired Sentinel-2 dataset single (val)

Source: [Single-Image Cloud Removal on Paired Sentinel-2 dataset single (val)](<https://www.sota2.com/research/sota/single-image-cloud-removal-on-paired-sentinel-2-dataset-single-val>)

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

Data updated: 2026-02-26T05:55:24.436Z

Evaluation of Single-Image Cloud Removal models on the validation split of the Paired Sentinel-2 dataset, measured by 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 | Single-Image Cloud Removal |
| Dataset (including any stated split) | Paired Sentinel-2 dataset single (val) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/single-image-cloud-removal-on-paired-sentinel-2-dataset-single-val.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/single-image-cloud-removal-on-paired-sentinel-2-dataset-single-val.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| Pix2Pix | 23.13 | Not recorded | 68fa66d21e209131cea12a45 |
| Pix2Pix | 21.352 | Not recorded | 68fa66d21e209131cea12a45 |
| MCGAN | 20.871 | Not recorded | 68fa66d21e209131cea12a45 |
| Raw Cloudy Images | 8.742 | Not recorded | 68fa66d21e209131cea12a45 |

### Pix2Pix

PSNR: 23.13. Result ID: 698d0ab68b517eb4331e8e9f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d21e209131cea12a45.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65151e209131cea0821e.md>)

[Implementation](<https://github.com/phillipi/pix2pix>)

Recorded evaluation configuration: {"Input Modality":"RGB"}. This record does not assert independent reproduction.

### Pix2Pix

PSNR: 21.352. Result ID: 698d0ab68b517eb4331e8ea0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d21e209131cea12a45.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65151e209131cea0821e.md>)

[Implementation](<https://github.com/phillipi/pix2pix>)

Recorded evaluation configuration: {"Input Modality":"RGB + IR"}. This record does not assert independent reproduction.

### MCGAN

PSNR: 20.871. Result ID: 698d0ab68b517eb4331e8ea1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d21e209131cea12a45.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63b61e209131cea003a1.md>)

Recorded evaluation configuration: {"Input Modality":"RGB + IR"}. This record does not assert independent reproduction.

### Raw Cloudy Images

PSNR: 8.742. Result ID: 698d0ab68b517eb4331e8ea2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d21e209131cea12a45.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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