Compositional Image Generation on COCO-MIG L2
68.24Instance Attr Success RatioInstanceDiffusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InstanceDiffusionBackbone=SD1.5, Method Category=Adapter rendering2025.12 | 68.24 | 62.67 | |
| MIGCBackbone=SD1.4, Method Category=Adapter rendering2025.12 | 66.37 | 57.02 | |
| 3DISBackbone=SD1.5, Method Category=Adapter rendering2025.12 | 58.09 | 52.76 | |
| ACEBackbone=SD2.1, B (Hyperparameter)=5, Method Category=Inference-time Control2025.12 | 46.25 | 42.24 | |
| ACEBackbone=SD1.5, B (Hyperparameter)=5, Method Category=Inference-time Control2025.12 | 45.31 | 41.48 | |
| FKCBackbone=SD2.1, Method Category=Inference-time Control2025.12 | 39.69 | 37.78 | |
| GLIGENBackbone=SD1.4, Method Category=Adapter rendering2025.12 | 38.36 | 33.96 | |
| FKCBackbone=SD1.5, Method Category=Inference-time Control2025.12 | 33.02 | 34.43 | |
| NRBackbone=SD2.1, Method Category=Inference-time Control2025.12 | 26.52 | 31.18 | |
| NRBackbone=SD1.5, Method Category=Inference-time Control2025.12 | 24.61 | 30.5 | |
| Flux.1-devBackbone=Flux.1-dev, Method Category=Base Diffusion Model with global prompt2025.12 | 8.83 | 22 | |
| SD3.5-MBackbone=SD3.5-M, Method Category=Base Diffusion Model with global prompt2025.12 | 8.05 | 21.57 | |
| SD1.5Backbone=SD1.5, Method Category=Base Diffusion Model with global prompt2025.12 | 5.59 | 18.83 | |
| SDXLBackbone=SDXL, Method Category=Base Diffusion Model with global prompt2025.12 | 5.59 | 19.78 |