| Paper | Code | RMSE | PSNR | SSIM | SAM | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Cloud Removal in Remote Sensing Using Sequential-Based Diffusion Models | 0.045 | 28.07 | 0.827 | 12.777 | SeqDMs | 2023-05-31 | |
| UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series | ✓ Link | 0.049 | 27.23 | 0.859 | 10.168 | UnCRtainTS L2 | 2023-04-11 |
| UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series | ✓ Link | 0.051 | 27.84 | 0.866 | 10.160 | UnCRtainTS σ | 2023-04-11 |
| Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks | ✓ Link | 0.051 | 27.05 | 0.849 | 11.649 | U-TAE | 2021-07-16 |
| SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal | ✓ Link | 0.051 | 26.68 | 0.836 | 10.657 | CR-TS Net | 2022-01-24 |
| Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks | ✓ Link | 0.057 | 25.42 | 0.818 | 12.548 | STGAN | 2019-12-14 |
| Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion | ✓ Link | 0.060 | 26.04 | 0.810 | 12.147 | DSen2-CR | 2020-07-02 |