Furniture synthesis on RoomBench++ 1.0 (Full set)
11.49FIDRoomEditor++
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RoomEditor++Train Data=0, RoomBench++ Status=Full set2025.12 | 11.49 | 90.5 | 26.82 | 0.067 | 91.39 | 91.03 | |
| RoomEditor++ (U)Train Data=0, RoomBench++ Status=Full set2025.12 | 11.93 | 89.1 | 26.1 | 0.071 | 90.99 | 87.17 | |
| DreamFuse*Train Data=80k, RoomBench++ Status=Fine-tuned (Full set)2025.12 | 12.67 | 88.6 | 25.52 | 0.079 | 90.67 | 89.15 | |
| MimicBrush*Train Data=400K, RoomBench++ Status=Fine-tuned (Full set)2025.12 | 14.54 | 87 | 24.46 | 0.087 | 88.37 | 85.37 | |
| RoomEditorTrain Data=0, RoomBench++ Status=Released model (Realistic subset)2025.12 | 14.78 | 85.9 | 24.75 | 0.078 | 89.43 | 83.73 | |
| AnyDoor*Train Data=500K, RoomBench++ Status=Fine-tuned (Full set)2025.12 | 19.55 | 85.8 | 22.91 | 0.103 | 86.49 | 78.84 | |
| DreamFuseTrain Data=80k, RoomBench++ Status=Released model (No fine-tuning)2025.12 | 20.3 | 84.4 | 23.91 | 0.102 | 87.92 | 87.63 | |
| AnyDoorTrain Data=500K, RoomBench++ Status=Released model (No fine-tuning)2025.12 | 22.84 | 83.7 | 22.08 | 0.107 | 84.87 | 75.4 | |
| MimicBrushTrain Data=400K, RoomBench++ Status=Released model (No fine-tuning)2025.12 | 23.34 | 82.8 | 21.49 | 0.117 | 83.87 | 74.62 |