3D Scene Synthesis on Detailed Language Instructions Average
35.2Object Count (#Obj)SceneOrchestra
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SceneOrchestra2026.04 | 35.2 | 0 | 0 | 9.2 | 9.3 | 8.1 | 8.3 | |
| SceneWeaver2026.04 | 27 | 0 | 0.2 | 8.8 | 8.7 | 7.3 | 7.5 | |
| Holodeck2026.04 | 26.2 | 0 | 8.6 | 7.8 | 7.8 | 6.4 | 5.8 | |
| I-Design2025.12 | 17.2 | 3.6 | 6.9 | 5.2 | 4.7 | 5.4 | 4.3 | |
| RoomPilot2025.12 | 16.5 | 0 | 0 | 7.9 | 7.9 | 7.1 | 6.9 | |
| I-Design2026.04 | 12.3 | 0.3 | 0.1 | 6.9 | 7.6 | 6.3 | 4.5 | |
| Holodeck2025.12 | 12.1 | 0 | 0 | 6.8 | 6.8 | 5.7 | 4.4 | |
| LayoutGPT2026.04 | 7.8 | 1.1 | 1.2 | 6 | 6.2 | 5.5 | 3.6 | |
| SceneTeller2025.12 | 6.8 | 0 | 1.4 | 6.3 | 6.5 | 4.5 | 3.9 | |
| LayoutGPT2025.12 | 6.2 | 0.4 | 2.6 | 5.5 | 5 | 4.9 | 4.4 | |
| LayoutVLM2025.12 | 5.6 | 0 | 0 | 5.1 | 4.2 | 3.9 | 3.7 |