ResearchBenchmarksInstruction-driven 3D layout generation on Bedroom scenesInstruction-driven 3D layout generation on Bedroom scenesFollow8.7CR (%)LayoutGPT-0.3482.0014.356.699May 7, 2026Evaluation resultsMethodMethodLinksCR (%)OR (%)RealismFunctionalityInstruction AdherenceLayoutGPT2026.058.704.43.97.7LayoutVLM2026.050.36.86.45.97.3Holodeck2026.05004.543.9R3L2026.05006.96.57.9