Function2Scene is a framework that parses functional design briefs into a 17-criteria taxonomy of constraints and applies iterative geometric-LLM-VLM refinement to produce 3D layouts preferred over LLM baselines in 94.3% of comparisons on 30 cases.
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Function2Scene: 3D Indoor Scene Layout from Functional Specifications
Function2Scene is a framework that parses functional design briefs into a 17-criteria taxonomy of constraints and applies iterative geometric-LLM-VLM refinement to produce 3D layouts preferred over LLM baselines in 94.3% of comparisons on 30 cases.