Compositional Image Generation on COCO-MIG L3
63.1Instance Attribute Success RatioMIGC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MIGCBackbone=SD1.42025.12 | 63.1 | 54.47 | |
| InstanceDiffusionBackbone=SD1.52025.12 | 60.47 | 55.75 | |
| 3DISBackbone=SD1.52025.12 | 51.48 | 46.92 | |
| ACEBackbone=SD1.5, B (Hyperparameter)=52025.12 | 42.5 | 40.6 | |
| ACEBackbone=SD2.1, B (Hyperparameter)=52025.12 | 41.04 | 39.45 | |
| FKCBackbone=SD2.12025.12 | 34.93 | 35.91 | |
| GLIGENBackbone=SD1.42025.12 | 32.79 | 29.58 | |
| FKCBackbone=SD1.52025.12 | 31.18 | 33.34 | |
| NRBackbone=SD2.12025.12 | 25.76 | 30.5 | |
| NRBackbone=SD1.52025.12 | 24.19 | 29.81 | |
| SD3.5-MBackbone=SD3.5-M2025.12 | 8.46 | 21.37 | |
| Flux.1-devBackbone=Flux.1-dev2025.12 | 7.5 | 20.93 | |
| SD1.5Backbone=SD1.52025.12 | 4.79 | 17.43 | |
| SDXLBackbone=SDXL2025.12 | 4.48 | 18.54 |