A Cognition-Inspired Multi-Dimensional Evaluation Metric for Assessing Video Story Understanding in AI Models
CogME is a novel evaluation framework that provides a multi-dimensional, cognition-inspired assessment of AI models' video story understanding capabilities, revealing their specific strengths and weaknesses as well as insights into the characteristics of the benchmark dataset.