ResearchBenchmarks3D Scene Synthesis on Detailed Language Instructions Living RoomFollow26.3Object CountRoomPilot4.77210.36115.9521.539Dec 12, 2025Evaluation ResultsMethodMethodLinksObject CountBB ErrorComposition ScoreRealism ScoreFunctionality ScoreLayout ScoreCompleteness ScoreRoomPilot2025.1226.3009.19.588.7I-Design2025.1220.34.59.68.97.988Holodeck2025.1213.5008.69.17.44SceneTeller2025.12701.56.36.94.44.1LayoutGPT2025.126.81.44.34.53.22.63.6LayoutVLM2025.125.6005.53.13.84.9