RSJEPA datasets

Data files for RS-JEPA: Remote Sensing Joint-Embedding Predictive Architecture with Scan-Path Views for Cross-Sensor Image Retrieval (accepted at the CVE40 Workshop at WACV 2027; arXiv:2611.14496, code: https://github.com/Tanishq251/RSJEPA).

Layout (matches the --data-root folders expected by the code):

Folder	Contents	Notes
benv1_14k/	BEN-14K: Sentinel-1 (VV,VH) / Sentinel-2 (12 bands) patches (s1/, s2/, one _all.npy per patch), official split (ben14k_official_splits.parquet/csv), norm_stats.json, classes_19.json	14,832 pairs, 19 labels; 11,310 pretrain (train+val) / 3,522 test. Subset of BigEarthNet-MM (bigearth.net, arXiv:2105.07921), CDLA-Permissive-1.0.
cbrsir_vs/	CBRSIR-VS: sar/, optical/ images, split_70_30.csv, index.csv, norm_stats.json, make_70_30_split.py	26,901 pairs, 10 classes; 70/30 stratified (seed 42). Original dataset: Sun et al., IEEE TGRS 2022; please follow the original authors' terms.
dsrsid/	DSRSID: raw/DSRSID.mat (+ readme.txt), split_70_30.csv, index.csv, norm_stats.json, cache_dsrsid.py	80,000 pairs, 8 classes; 70/30 stratified (seed 42). Original dataset: Li et al., IEEE TGRS 56(11), 2018; please follow the original authors' terms. Build the 120x120 caches with cache_dsrsid.py --mat dsrsid/raw/DSRSID.mat.

Download: hf download Tanishq165/RSJEPA --repo-type dataset --local-dir data

Citation

If you use these data or the code, please cite our paper (accepted at the CVE40 Workshop at WACV 2027):

@article{rachamalla2026rsjepa,
  title={RS-JEPA: Remote Sensing Joint-Embedding Predictive Architecture with Scan-Path Views for Cross-Sensor Image Retrieval},
  author={Rachamalla, Tanishq and Kaushik, Srishti and Khan, Muhammad Attique and Camps-Valls, Gustau and Roy, Swalpa Kumar},
  journal={arXiv preprint arXiv:2611.14496},
  year={2026}
}

Paper: arXiv:2611.14496 · Code: github.com/Tanishq251/RSJEPA

Please also cite the original dataset papers: BigEarthNet-MM (Sumbul et al., arXiv:2105.07921), CBRSIR-VS (Sun et al., IEEE TGRS 2022) and DSRSID (Li et al., IEEE TGRS 56(11), 2018).