Object Composition Benchmark
69.37ImageRewardInsertAnything
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| InsertAnythingBackbone=Flux, Params (B)=18.29, Time (s)=36.722025.05 | 69.37 | 18.54 | 12.13 | 15.49 | 92.08 | 73.99 | |
| DGADBackbone=SDXL, Params (B)=4.90, Time (s)=10.532025.05 | 67.96 | 13.57 | 13.24 | 16.02 | 90.15 | 71.34 | |
| DGADBackbone=Stable Diffusion v1.5, Params (B)=2.71, Time (s)=8.342025.05 | 61.14 | 15.04 | 14.94 | 18.53 | 89.38 | 69.92 | |
| MimicbrushBackbone=Stable Diffusion v1.5, Params (B)=2.53, Time (s)=7.732025.05 | 44.88 | 30.69 | 15.33 | 19.2 | 89.34 | 69.98 | |
| AnydoorBackbone=Stable Diffusion v1.5, Params (B)=2.45, Time (s)=9.422025.05 | 44.81 | 26.08 | 15.82 | 19.21 | 88.21 | 69.22 | |
| PbeBackbone=Stable Diffusion v1.5, Params (B)=1.34, Time (s)=5.242025.05 | 43.25 | 32.07 | 20.49 | 26.48 | 85.3 | 62.14 | |
| IpadapterBackbone=Stable Diffusion v1.5, Params (B)=1.32, Time (s)=5.802025.05 | 42.56 | 31.35 | 18.47 | 23.46 | 87.78 | 65.09 | |
| ObjectstitchBackbone=Stable Diffusion v1.5, Params (B)=1.31, Time (s)=6.042025.05 | 41.21 | 32.25 | 18.96 | 23.53 | 87.06 | 65.09 |