Composition, Not Conversation: VLMs Lose the Scene, Not the Thread

L. D. M. S. Sai Teja, Ufaq Khan, N. Siva Gopala Krishna +5

Vision-language models (VLMs) increasingly reason over visual evidence that is cropped, segmented, retrieved, or revealed over time. Yet most VQA benchmarks present the complete im…