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remove prism + fix biomedclip image
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cassieesvelt committed Oct 10, 2024
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BiomedCLIP is a biomedical vision-language foundation model that is pretrained on PMC-15M, a dataset of 15 million figure-caption pairs extracted from biomedical research articles in PubMed Central, using contrastive learning. It uses PubMedBERT as the text encoder and Vision Transformer as the image encoder, with domain-specific adaptations. It can perform various vision-language processing (VLP) tasks such as cross-modal retrieval, image classification, and visual question answering. BiomedCLIP establishes new state of the art in a wide range of standard datasets, and substantially outperforms prior VLP approaches:

![performance](https://huggingface.co/microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224/resolve/main/biomed-vlp-eval.svg)
<img src="https://automlcesdkdataresources.blob.core.windows.net/model-cards/model_card_images/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224/biomed-vlp-eval.svg" alt="Model Performance comparision chart">

**Citation**

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