3D Indoor Scene Synthesis on Dining Room (Generalization Split)
19.2OBRLayoutVLM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LayoutVLMMethod Category=LLM with post-processing2026.02 | 19.2 | 27 | 6.5 | 7.8 | 8.8 | 7.7 | |
| I-DesignMethod Category=LLM with post-processing2026.02 | 17.6 | 0.7 | 7.8 | 5.7 | 8.8 | 7.4 | |
| HolodeckMethod Category=LLM with post-processing2026.02 | 11.9 | 3.3 | 6.4 | 8 | 8.5 | 7.6 | |
| LayoutGPTMethod Category=LLM-based few-shot learners2026.02 | 6.2 | 26.2 | 6.9 | 7.7 | 8.8 | 7.8 | |
| SceneReVisPolicy=Fine-tuned Qwen2.5-VL-7B, Reward Model=Qwen3-VL-235B, Algorithm=GRPO2026.02 | 0.1 | 2.8 | 8.1 | 8.3 | 8.6 | 8.3 |