Compositional Image Generation on COCO-MIG Avg
60.41Instance Attribute Success RatioMIGC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MIGCBackbone=SD1.42025.12 | 60.41 | 52.16 | 25.39 | 21.42 | |
| InstanceDiffusionBackbone=SD1.52025.12 | 58.49 | 53.12 | 25.97 | 21.9 | |
| 3DISBackbone=SD1.52025.12 | 45.23 | 41.89 | 24.02 | 21.24 | |
| ACEBackbone=SD2.1, B (Hyperparameter)=52025.12 | 40.46 | 38.33 | 24.94 | 21.09 | |
| ACEBackbone=SD1.5, B (Hyperparameter)=52025.12 | 37.84 | 36.67 | 25.59 | 21.18 | |
| FKCBackbone=SD2.12025.12 | 31.99 | 33.95 | 25.27 | 20.64 | |
| GLIGENBackbone=SD1.42025.12 | 28.84 | 26.47 | 24.91 | 20.78 | |
| FKCBackbone=SD1.52025.12 | 28.27 | 31.51 | 25.44 | 20.66 | |
| NRBackbone=SD2.12025.12 | 21.04 | 26.93 | 24.89 | 19.96 | |
| NRBackbone=SD1.52025.12 | 20.24 | 26.53 | 24.96 | 20.21 | |
| SD3.5-MBackbone=SD3.5-M2025.12 | 5.86 | 18.85 | 26.41 | 18.77 | |
| Flux.1-devBackbone=Flux.1-dev2025.12 | 5.08 | 18.03 | 26.17 | 18.56 | |
| SDXLBackbone=SDXL2025.12 | 3.17 | 17.55 | 25.71 | 18.63 | |
| SD1.5Backbone=SD1.52025.12 | 3.11 | 15.75 | 24.64 | 18.36 |