StateTrace: An Object-Centric Framework for Hidden-State Spatiotemporal Reasoning in Long Videos

Yu Han, Wenhao Li, Yichao Cao +4

Existing VLMs have achieved strong performance in video understanding, yet they struggle with long-video spatiotemporal reasoning when target objects become invisible, often mistak…