LEMON: How Well Do MLLMs Perform Temporal Multimodal Understanding on Instructional Videos?

Zhuang Yu, Lei Shen, Jing Zhao +1

Recent multimodal large language models (MLLMs) have shown remarkable progress across vision, audio, and language tasks, yet their performance on long-form, knowledge-intensive, an…