Karel D’Oosterlinck

Updating CLIP to Prefer Descriptions Over Captions

Although CLIPScore is a powerful generic metric that captures the similarity between a text and an image, it fails to distinguish between a caption that is meant to complement the information in an image and a description that is meant to replace an image entirely, e.g., for accessibility. We addres…