Compositional Image Generation on COCO-MIG L5
57.25Instance Attribute Success RatioMIGC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MIGCBackbone=SD1.42025.12 | 57.25 | 49.49 | |
| InstanceDiffusionBackbone=SD1.52025.12 | 53.92 | 49.02 | |
| 3DISBackbone=SD1.52025.12 | 40.39 | 38.16 | |
| ACEBackbone=SD2.1, B (Hyperparameter)=52025.12 | 38.38 | 37.17 | |
| ACEBackbone=SD1.5, B (Hyperparameter)=52025.12 | 32.75 | 32.66 | |
| FKCBackbone=SD2.12025.12 | 28.42 | 32.07 | |
| FKCBackbone=SD1.52025.12 | 25.46 | 29.63 | |
| GLIGENBackbone=SD1.42025.12 | 25.02 | 23.88 | |
| NRBackbone=SD2.12025.12 | 18.83 | 24.77 | |
| NRBackbone=SD1.52025.12 | 17.67 | 24.42 | |
| SD3.5-MBackbone=SD3.5-M2025.12 | 5.02 | 17.39 | |
| Flux.1-devBackbone=Flux.1-dev2025.12 | 4.53 | 16.77 | |
| SD1.5Backbone=SD1.52025.12 | 2.41 | 13.93 | |
| SDXLBackbone=SDXL2025.12 | 2.14 | 15.72 |