AI Research
Solving Is Not Drawing: A Benchmark for Diagrammatic Reasoning in Olympiad Geometry
Bridging the gap between mathematical proofs and precise geometric visualization in AI models.
Foundation models such as GPT and Claude now solve olympiad-level mathematics with remarkable proficiency, so much so that geometry problem solving has become a standard proxy for their mathematical reasoning. Yet solving a geometry problem and drawing the figure it depends on ar...
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ArXiv CS.AI
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ArXiv CS.AI
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This research reveals a critical disconnect between mathematical reasoning and spatial construction capabilities in modern foundation models. By establishing a rigorous benchmark for diagrammatic accuracy, it pushes AI development beyond mere symbolic calculation toward true geometric visualization.
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