Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation

Jheng-Hong Yang, Jimmy Lin

Vision--Language Models (VLMs) have demonstrated success across diverse applications, yet their potential to assist in relevance judgments remains uncertain. This paper assesses th…