BEiTScore: Reference-free Image Captioning Evaluation with an Efficient Cross-Encoder Model

Gonçalo Gomes, Bruno Martins, Chrysoula Zerva

Image captioning evaluation remains a significant challenge, as vision-language models evolve toward more challenging capabilities such as generating long-form and context-rich des…