InfographicVQA

InfographicVQA is a benchmark that contains annotated infographics used to evaluate the ability of models to identify instruction-relevant regions and improve reasoning in visually complex images.

Papers using InfographicVQA (4)

The Confidence Paradox: Can LLM Know When It's Wrong2025 · 2 citesFocus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding2026Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation2025Enhancing Document VQA Models Via Retrieval-augmented Generation2025