Invoice Haystack: Benchmarking Document Retrieval and Visual Question Answering Under Strong Visual Homogeneity

Heethanjan Kanagalingam, Thenukan Pathmanathan, Mokeeshan Vathanakumar +3

Vision Language Models have achieved near-human performance on single-document Visual Question Answering, yet their effectiveness degrades significantly when retrieving information…