Fine-tuning BLIP on ROCO improves standard captioning metrics, but the model's captions remain clinically unreliable and the paper's qualitative claim is contradicted by its own data.
Blip: Bootstrapping language-image pre-training for unified vision-language understand- ing and generation
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MedBLIP: Fine-tuning BLIP for Medical Image Captioning
Fine-tuning BLIP on ROCO improves standard captioning metrics, but the model's captions remain clinically unreliable and the paper's qualitative claim is contradicted by its own data.