E-VAds: An E-commerce Short Videos Understanding Benchmark for MLLMs 事件

E-VAds: An E-commerce Short Videos Understanding Benchmark for MLLMs arXiv:2602.08355v3 Announce Type: replace Abstract: E-commerce short videos represent a high-revenue segment of the online video industry characterized by a goal-driven format and dense multi-modal signals. Current models often struggle with these videos because existing benchmarks focus primarily on general-purpose tasks and neglect the reasoning of commercial intent. In this work, we first propose a multi-modal information d