Canny-conditioned Multi-instance Generation on COCO-MIG Canny (test)
34.9ISR (n=2)COLLAR
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| COLLARInput Condition=Canny2026.05 | 34.9 | 19.5 | 10.2 | 5.25 | 7.31 | 12 | 55.8 | 55.2 | 49.1 | 47.8 | 44.5 | 48.9 | |
| GrounDitInput Condition=Canny2026.05 | 30.3 | 15.2 | 9.88 | 2.08 | 9.37 | 10.6 | 49.2 | 49.2 | 46.8 | 41.7 | 44.2 | 45.5 | |
| DreamRendererInput Condition=Canny2026.05 | 29.1 | 13.2 | 8.43 | 2.61 | 3.81 | 8.37 | 50.6 | 48.9 | 43.5 | 39.6 | 39.2 | 42.7 | |
| Regional-FLUXInput Condition=Canny2026.05 | 28.5 | 11.1 | 3.48 | 3.64 | 2.43 | 6.87 | 49.5 | 45.9 | 39.1 | 39.7 | 36.6 | 40.5 | |
| 3DISInput Condition=Canny2026.05 | 25.8 | 13.8 | 6.78 | 1.04 | 6.94 | 8.34 | 48.4 | 48.1 | 37.8 | 35.8 | 36.7 | 39.5 | |
| NoiseCollageInput Condition=Canny2026.05 | 25.2 | 16.4 | 9.3 | 1.56 | 2.08 | 7.86 | 47.1 | 49.6 | 42.3 | 40.3 | 37.3 | 41.8 | |
| FLUXInput Condition=Canny2026.05 | 17.8 | 4.96 | 0.58 | 0 | 0.69 | 2.86 | 37.5 | 34.2 | 25.2 | 25.1 | 20.3 | 26.3 |