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orena-dkfz/heico-focus-vqa

505 downloads in 30 days15 likesLast modified 5 Aug 2026View on Hugging Face

Use restrictions

The declared licence (cc-by-nc-sa-4.0) is classified as having use restrictions.

Declared licence: cc-by-nc-sa-4.0, from the tagEvidence: README.md at 4ee0e4b
Licence files: No licence file at the top level of the repositoryEvidence: file list at 4ee0e4b
Declared sources: None listed in the card metadata
Access gated on Hugging Face: Yes

Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

visual-question-answering

Citation text from the card

@article{luttnermayer2026heicofocus,
  author  = {[TODO]},
  title   = {HeiCo-FOCUS: A Clinically Grounded Benchmark for Long-Context Video Understanding in Minimally Invasive Surgery},
  journal = {arXiv preprint},
  year    = {2026},
  doi     = {[TODO]},
}

@article{maier2021heidelberg,
  author    = {Maier-Hein, Lena and Wagner, Martin and Ross, Tobias and Reinke, Annika and Bodenstedt, Sebastian and Full, Peter M and Hempe, Hellena and Mindroc-Filimon, Diana and Scholz, Patrick and Tran, Thuy Nuong and others},
  title     = {Heidelberg colorectal data set for surgical data science in the sensor operating room},
  journal   = {Scientific Data},
  volume    = {8},
  number    = {1},
  pages     = {101},
  year      = {2021},
  publisher = {Nature Publishing Group UK London},
  doi       = {10.1038/s41597-021-00882-2},
}

All datasets marked Use restrictions | JSON

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "orena-dkfz/heico-focus-vqa" })
signal: "restrictive"
stated_licence: "cc-by-nc-sa-4.0"
sources: 0