Multi-instance Generation on COCO-POS Depth (test)
27.34G-CLIPDreamRenderer
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DreamRendererConditioning=Depth2026.05 | 27.34 | 25.7 | 40.52 | 67.36 | 62.43 | 68.9 | 17.62 | 6.184 | 15.1 | |
| FLUXConditioning=Depth2026.05 | 27.24 | 25.26 | 22.91 | 45.47 | 43.5 | 47.71 | — | 6.141 | 15.6 | |
| COLLARConditioning=Depth2026.05 | 27.19 | 25.57 | 44.01 | 70.38 | 64.53 | 72.73 | 16.34 | 6.145 | 14.6 | |
| NoiseCollageConditioning=Depth2026.05 | 27.18 | 25.54 | 45.86 | 71.12 | 65.48 | 74.11 | 20.42 | 5.827 | 14 | |
| 3DISConditioning=Depth2026.05 | 27.11 | 25.41 | 41.38 | 65.49 | 60.63 | 67.29 | 18.28 | 5.876 | 14.3 | |
| Regional-FLUXConditioning=Depth2026.05 | 26.86 | 25.42 | 36.43 | 63.29 | 58.78 | 65.54 | 19.76 | 6.001 | 13.5 | |
| GrounDitConditioning=Depth2026.05 | 26.85 | 25.38 | 41.63 | 69.02 | 62.99 | 70.26 | 19.56 | 5.643 | 12.6 |