Depth-conditioned Multi-instance Generation on COCO-MIG Depth (test)
65.3Image Success Ratio (n=2)COLLAR
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| COLLARInput Condition=Depth2026.05 | 65.3 | 39.1 | 29.1 | 19.8 | 19.1 | 28.9 | 79.3 | 72.1 | 68.3 | 68.1 | 63.1 | 68.3 | |
| NoiseCollageInput Condition=Depth2026.05 | 65.2 | 42.8 | 34.8 | 21.3 | 17.9 | 30.6 | 78.9 | 73.7 | 70.8 | 67.9 | 60.5 | 68.2 | |
| DreamRendererInput Condition=Depth2026.05 | 64.2 | 36.1 | 23.8 | 9.37 | 13.5 | 22.9 | 77.8 | 70 | 63.7 | 62.1 | 58.8 | 66.5 | |
| 3DISInput Condition=Depth2026.05 | 62.7 | 37.1 | 24.7 | 13.5 | 14.1 | 24.4 | 77.3 | 70.4 | 62.1 | 55.6 | 55.5 | 64.1 | |
| GrounDitInput Condition=Depth2026.05 | 60.7 | 38.6 | 27.9 | 15.6 | 19.8 | 27.3 | 75.8 | 70.3 | 67.8 | 64.5 | 63.4 | 66.8 | |
| Regional-FLUXInput Condition=Depth2026.05 | 58.9 | 33.4 | 18.6 | 8.33 | 9.37 | 19.4 | 74.1 | 66.9 | 61.6 | 57.1 | 51.9 | 59.6 | |
| FLUXInput Condition=Depth2026.05 | 43.6 | 16.7 | 6.1 | 1.04 | 2.78 | 9.21 | 61.3 | 49.1 | 42.3 | 39.5 | 30.1 | 44.5 |