Dataset · Hugging Face

linxir226/SurgRS

Name: SurgRS
Creator: linxir226
License: cc-by-nc-sa-4.0
Keywords: task_categories:image-segmentation, task_categories:visual-question-answering, language:en, license:cc-by-nc-sa-4.0, size_categories:10K<n<100K, format:imagefolder, modality:image, library:datasets, library:mlcroissant, arxiv:2401.00496, region:us, medical, surgery, surgical-instrument-segmentation, reasoning-segmentation

SurgRS SurgRS is the dataset introduced for SIRA: Reasoning-Aware Surgical Instrument Segmentation via Query-Anchored Alignment. It is derived from SAR-RARP50 and aligns refined instance-level masks with structured question-answer supervision for query-conditioned surgical instrument segmentation. The dataset follows the construction protocol described in the SIRA paper: semantic masks are decomposed and manually refined into instance-level masks, then clinically oriented… See the full description on the dataset page: https://huggingface.co/datasets/linxir226/SurgRS.

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Author / organization	linxir226
License (as declared)	cc-by-nc-sa-4.0
Downloads	497 (as reported by Hugging Face)
Likes	0
Created	22 June 2026
Last updated at source	24 June 2026

medicalsurgerysurgical-instrument-segmentationreasoning-segmentationrobotics

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