3D Indoor Scene Synthesis on Bedroom (Standard Split)
45.9CNRLayoutGPT
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LayoutGPT2026.02 | 45.9 | 34.3 | 7.8 | 5.6 | 7.6 | 7 | — | — | — | — | — | |
| LayoutVLM2026.02 | 44.9 | 11.5 | 7 | 7.6 | 8 | 7.5 | — | — | — | — | — | |
| Respace2026.02 | 41.9 | 14.7 | 6.8 | 6.1 | 7 | 6.6 | — | — | — | — | — | |
| Diffuscene2026.02 | 33.8 | 46.2 | 8.2 | 6.2 | 6.9 | 7.1 | — | — | — | — | — | |
| Holodeck2026.02 | 22.2 | 15.4 | 7.1 | 8.1 | 8.6 | 7.9 | — | — | — | — | — | |
| I-Design2026.02 | 18.2 | 15.5 | 8.3 | 6.6 | 8.1 | 7.7 | — | — | — | — | — | |
| SceneReVisBackbone=Qwen2.5-VL-7B2026.02 | 4.6 | 2.8 | 9.3 | 8 | 8.9 | 8.7 | — | — | — | — | — | |
| LayoutGPT2025.12 | 3.6 | — | — | 5.6 | — | — | 5.6 | 0.3 | 6.3 | 4.9 | 5.1 | |
| SceneTeller2025.12 | 2.8 | — | — | 6.2 | — | — | 6.4 | 0.1 | 6.1 | 6.8 | 3.8 | |
| I-Design2025.12 | 1.9 | — | — | 4.3 | — | — | 9.2 | 2.6 | 3.6 | 2.7 | 3.8 | |
| Holodeck2025.12 | 0 | — | — | 6.9 | — | — | 15.2 | 0 | 8.9 | 6.1 | 5.3 | |
| LayoutVLM2025.12 | 0 | — | — | 3.6 | — | — | 6.9 | 0 | 4.8 | 3.2 | 3.2 | |
| RoomPilot2025.12 | 0 | — | — | 8.4 | — | — | 14 | 0 | 9.2 | 9.8 | 9.4 |