Datasets › OSCD
OSCD (Onera Satellite Change Detection)
The Onera Satellite Change Detection dataset addresses the issue of detecting changes between satellite images from different dates.
It comprises 24 pairs of multispectral images taken from the Sentinel-2 satellites between 2015 and 2018. Locations are picked all over the world, in Brazil, USA, Europe, Middle-East and Asia. For each location, registered pairs of 13-band multispectral satellite images obtained by the Sentinel-2 satellites are provided. Images vary in spatial resolution between 10m, 20m and 60m.
Pixel-level change ground truth is provided for all 14 training and 10 test image pairs. The annotated changes focus on urban changes, such as new buildings or new roads. These data can be used for training and setting parameters of change detection algorithms.
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Change Detection | OSCD - 13ch | FC-Siam-Diff F1 57.92 | Fully Convolutional Siamese Networks for Change Detection | likyoo/open-cd +4 | 6 | Compare |
| Change Detection | OSCD - 3ch | MAE+MTP(ViT-L+RVSA) F1 55.92 | MTP: Advancing Remote Sensing Foundation Model via... | vitae-transformer/mtp +1 | 6 | 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 8. 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 | |||
|---|---|---|---|---|
| Be the Change You Want to See: Revisiting Remote Sensing Change Detection Practices | 1 | 1 | 4 Jul 2025 | not harvested |
| MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining | 2 | 3 | 20 Mar 2024 | ran 4 of 5 samples (1 unverified) |
| Extending global-local view alignment for self-supervised learning with remote sensing imagery | 1 | 1 | 12 Mar 2023 | ran 0 of 3 samples (3 unverified) |
| Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data | 5 | 1 | 30 Mar 2021 | ran 0 of 8 samples (8 unverified) |
| Self-supervised pre-training enhances change detection in Sentinel-2 imagery | 1 | 2 | 20 Jan 2021 | not harvested |
| Fully Convolutional Siamese Networks for Change Detection | 5 | 4 | 19 Oct 2018 | not harvested |
Dataset loaders archive 2025-07-28
2 loaders 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- OSCD
- OSCD - 3ch
- OSCD - 13ch
3 variant names, as the archive lists them.
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