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[NeurIPS 2025] PanTS: The Pancreatic Tumor Segmentation Dataset. PanTS is a vision-language dataset, which enables development and external evaluation of AI for pancreatic tumor detection, localization, and reporting, with multi-structure context and metadata to support robust, anatomy-aware modeling.