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Testing shows that Astra, likely part of GPT-6, can rebuild indoor scenes in 3D from a single reference with reasonable spatial consistency, despite some geometric imperfections.
Roomer is a reflective repair framework that identifies and fixes local violations in 3D indoor layouts, using a vision-language model planner and deterministic solver, with new benchmarks Roomer-CC and Roomer-Eval.