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Co-authored-by: Ke Cao <kecao@users.noreply.huggingface.co>

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  2. README.md +70 -0
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+ ---
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+ pretty_name: PanScale
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+ license: cc-by-4.0
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+ task_categories:
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+ - image-to-image
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+ tags:
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+ - remote-sensing
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+ - pansharpening
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+ - multispectral
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+ - panchromatic
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+ size_categories:
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+ - 1K<n<10K
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+ ---
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+
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+ # PanScale
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+
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+ [![arXiv](https://img.shields.io/badge/arXiv-2603.00543-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2603.00543)
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+ [![GitHub](https://img.shields.io/badge/GitHub-ScaleFormer-181717?logo=github&logoColor=white)](https://github.com/caoke-963/ScaleFormer)
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+ [![Hugging Face Dataset](https://img.shields.io/badge/HuggingFace-Dataset-FFD21E?logo=huggingface&logoColor=000)](https://huggingface.co/datasets/kecao/PanScale)
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+
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+
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+ ## Dataset Summary
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+
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+ PanScale is a remote-sensing pansharpening dataset with paired multispectral (ms) and panchromatic (pan) TIFF images for cross-scale evaluation.
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+
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+ - Total pairs: **7,559**
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+ - Disk size: **~6.9 GB**
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+ - Format: **8-bit TIFF**
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+
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+ ## Supported Tasks
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+
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+ - Image Fusion (Cross-scale Pansharpening)
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+
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+
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+ ## Subsets at a Glance
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+
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+ | Subset | Splits | # Pairs | MS size | PAN size | PAN/MS scale |
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+ |---|---|---:|---|---|---:|
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+ | `jilin` | `train200`, `test200/400/800` | 1,157 | 200-800 | 200-800 | 1.0 |
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+ | `landsat` | `train256`, `test200/400/800/1600` | 2,868 | 200-1600 | 200-1600 | 1.0 |
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+ | `skysat` | `train200`, `test200/400/800/1600` | 2,722 | 200-1600 | 200-1600 | 1.0 |
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+ | `fjilin` | `test800/1200/1600/2000` | 484 | 200-500 | 800-2000 | 4.0 |
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+ | `flandsat` | `test800/1200/1600/2000` | 192 | 400-1000 | 800-2000 | 2.0 |
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+ | `fskysat` | `test800/1200/1600/2000` | 136 | 320-800 | 800-2000 | 2.5 |
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+
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+ ## Data Fields
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+
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+ - `ms`: 4-channel multispectral image (`.tif`)
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+ - `pan`: 1-channel panchromatic image (`.tif`)
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+ - `id`: filename stem (integer)
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+
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+
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+ ## Intended Use
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+ - Pansharpening training and evaluation
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+ - Cross-scale robustness analysis
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+
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+ ## License
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+
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+ This dataset is released under **CC BY 4.0**.
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @article{cao2026cross,
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+ title={Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark},
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+ author={Cao, Ke and He, Xuanhua and Li, Xueheng and Zhu, Lingting and Wang, Yingying and Ma, Ao and Zhang, Zhanjie and Zhou, Man and Xie, Chengjun and Zhang, Jie},
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+ journal={arXiv preprint arXiv:2603.00543},
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+ year={2026}
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+ }
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+ ```
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