abhijit2k01/proton-benchmarks

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The dataset card's licence name or licence section contains wording that suggests non-commercial, research-only or academic-only use restrictions.

Declared licence: other, from the tagEvidence: README.md at a3329f4
Licence name on the card: mixed-source-licenses, link: https://github.com/aj-das-research/PROTON#citationEvidence: README.md at a3329f4
Licence files: No licence file at the top level of the repositoryEvidence: file list at a3329f4
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

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

Tasks

image-classification

Citation text from the card

@inproceedings{das2026proton,
  title={PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs},
  author={Das, Abhijit and Wasalathilaka, Nichula and Lu, Yifan and Dukre, Adinath and Mahapatra, Dwarikanath and Khan, Shadab and Razzak, Imran},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={527--537},
  year={2026},
  organization={Springer}
}
@misc{das2026protonplus,
  title  = {PROTON+: Contamination-Robust Prototype Banks for Test-Time Online OOD Detection with Medical VLMs},
  author = {Das, Abhijit and Wasalathilaka, Nichula and Lu, Yifan and Dukre, Adinath and Mahapatra, Dwarikanath and Khan, Shadab and Razzak, Imran},
  year   = {2026},
  note   = {Preprint, https://github.com/aj-das-research/PROTON}
}

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dataset_licence({ "id": "abhijit2k01/proton-benchmarks" })
signal: "restrictive"
stated_licence: "other"
sources: 0