Compositional Image Generation on COCO-MIG L4
61.27Instance Attribute Success RatioMIGC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MIGCBackbone=SD1.42025.12 | 61.27 | 52.48 | |
| InstanceDiffusionBackbone=SD1.52025.12 | 59.88 | 54.15 | |
| 3DISBackbone=SD1.52025.12 | 46.15 | 42.46 | |
| ACEBackbone=SD2.1, B (Hyperparameter)=52025.12 | 41.72 | 37.96 | |
| ACEBackbone=SD1.5, B (Hyperparameter)=52025.12 | 36.25 | 35.2 | |
| FKCBackbone=SD2.12025.12 | 31.98 | 33.95 | |
| FKCBackbone=SD1.52025.12 | 28.8 | 31.53 | |
| GLIGENBackbone=SD1.42025.12 | 28.67 | 25.95 | |
| NRBackbone=SD2.12025.12 | 20.94 | 27.24 | |
| NRBackbone=SD1.52025.12 | 19.36 | 25.64 | |
| SD3.5-MBackbone=SD3.5-M2025.12 | 6.07 | 18.98 | |
| Flux.1-devBackbone=Flux.1-dev2025.12 | 4.86 | 17.75 | |
| SD1.5Backbone=SD1.52025.12 | 2.83 | 14.95 | |
| SDXLBackbone=SDXL2025.12 | 2.81 | 16.67 |