Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events.

arXiv:2606.02522v2 Announce Type: replace-cross Abstract: Video multimodal large language models (MLLMs) have made rapid progress in general and long-form video understanding, yet their ability to capture and use brief, answer-critical visual evidence remains