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Preprint Jul 2026

DrawingVQA: A Real-World Benchmark for Multi-Depth Visual-Textual Reasoning on Construction Drawings

DrawingVQA, the first benchmark designed to evaluate multimodal large language models (MLLMs) on real-world construction drawings, lays a foundation for domain-specialized multimodal reasoning to allow for advancement on integration of AI-driven understanding and real-world engineering workflows

Yoon Wha Jung, Junryu Fu, M. Golparvar-Fard · 1 citation