Third-party Baselines Used in the Demo

The accompanying CapCLIP Hugging Face Space includes the following third-party baseline models for comparison:

Model Source / Authors Use in Demo
MedCLIP Wang et al., EMNLP 2022 Medical vision-language baseline
BioMedCLIP Microsoft Research Biomedical vision-language baseline
MedImageInsight Codella et al. / public Hugging Face implementation General medical imaging embedding baseline
OpenAI CLIP OpenAI General-domain CLIP baseline

These models are not proposed as part of CapCLIP. They are included to allow transparent comparison with general-domain, biomedical, and medical imaging foundation models. We acknowledge and thank the original authors and organisations for releasing their code and/or model weights.

Users should consult the original model cards, repositories, licences, and intended-use statements before reusing any third-party baseline model outside this research demo.

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