MVBench

A new study from researchers at arXiv introduces the Visual Dependency Gap (VDG) metric to audit whether video large language models (LLMs) rely on visual information for correct answers. Testing twen…

Researchers have developed UniMVU, a unified multimodal video understanding framework that uses instruction-aware gating to dynamically balance the importance of different input modalities like video,…