Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering

Researchers have introduced a new framework that evaluates video captioning performance by using multiple-choice question answering instead of traditional text-matching metrics. This approach aims to address the limitations of existing evaluation methods, which often struggle to account for the diverse ways a single video scene can be described.