Datasets › SEN12MS-CR-TS
SEN12MS-CR-TS
SEN12MS-CR-TS is a multi-modal and multi-temporal data set for cloud removal. It contains time-series of paired and co-registered Sentinel-1 and cloudy as well as cloud-free Sentinel-2 data from European Space Agency's Copernicus mission. Each time series contains 30 cloudy and clear observations regularly sampled throughout the year 2018. Our multi-temporal data set is readily pre-processed and backward-compatible with SEN12MS-CR.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Cloud Removal | SEN12MS-CR-TS | SeqDMs RMSE 0.045 | Cloud Removal in Remote Sensing Using Sequential-Based... | — | 7 | Compare |
Papers archive 2025-07-28
6 shown of 6 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Cloud Removal in Remote Sensing Using Sequential-Based Diffusion Models | 0 | 1 | 31 May 2023 | not harvested |
| UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series | 1 | 2 | 11 Apr 2023 | not harvested |
| SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal | 1 | 1 | 24 Jan 2022 | not harvested |
| Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks | 1 | 1 | 16 Jul 2021 | ran 10 of 11 samples (1 unverified) |
| Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion | 1 | 1 | 2 Jul 2020 | not harvested |
| Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks | 3 | 1 | 14 Dec 2019 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SEN12MS-CR-TS
1 variant name, as the archive lists them.
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