| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Bedroom (Standard Split) | LayoutGPT | CNR45.9 | 13 | 1mo ago | |
| Avg. Bed + Living (Standard Split) | Diffuscene | OBR37.1 | 7 | 1mo ago | |
| Living Room (Standard Split) | Diffuscene | OBR28 | 7 | 1mo ago | |
| 3D-FRONT rectangular-only subset of 3 × 257 scenes (all) | ReSpace/A† | OOB4.6 | 6 | 26d ago | |
| Dining + Study Average (Generalization Split) | I-Design | OBR (Object Realism)17 | 5 | 1mo ago | |
| Study Room (Generalization Split) | LayoutGPT | Object Realism (OBR)16.6 | 5 | 1mo ago | |
| Dining Room (Generalization Split) | LayoutVLM | OBR19.2 | 5 | 1mo ago | |
| User Study | I-Design | Physical Plausibility3.76 | 5 | 1mo ago |
