datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
heico-focus-vqa
HeiCo-FOCUS (Beta release)
A clinically grounded dataset for long-context video understanding in minimally invasive surgery.
📄 Paper • 🤗 Dataset • 💻 Code • 🏆 Challenge • ⚖️ CC BY-NC-SA 4.0
[!NOTE]
Until 31 July 2026, we will employ a restricted post-release review period. During this time, we kindly ask the community to provide feedback to help us increase quality control and make continuous improvements.… See the full description on the dataset page: https://huggingface.co/datasets/orena-dkfz/heico-focus-vqa.heico-annotations
OReNA FOCUS FRAME — HEICO Foreign-Object Annotations
Hugging Face mirror of the v14-heico annotation release, derived from the source snapshot dated 14 September 2026.
Canonical release and citation: 10.5281/zenodo.22751012.
Authors
Tristan Kirscher — ICube Laboratory, CNRS UMR-7357, University of Strasbourg, Strasbourg, France; CLCC Institut Strauss, Strasbourg, France.
Lalith Sharan — CAMMA, ICube, UMR7357, University of Strasbourg, CNRS, INSERM, Strasbourg… See the full description on the dataset page: https://huggingface.co/datasets/Kirscher/heico-annotations.heico-focus-video-manifest
HeiCo-FOCUS Video Manifest
Machine-readable inventory of the 30 HeiCo-FOCUS laparoscopic surgery videos used by the
ORena SAVE FOCUS PROCEDURE track.
Raw videos are hosted on the official dataset:
orena-dkfz/heico-focus-vqa.
This repository mirrors the local manifest kept on AIRE scratch after deleting the ~150 GB
of raw .avi files to save disk space.
Contents
File
Description
heico_video_manifest.json
Full inventory: filenames, sizes, durations… See the full description on the dataset page: https://huggingface.co/datasets/Ryukijano/heico-focus-video-manifest.