| Paper | Code | instance success rate | mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis | ✓ Link | 0.66 | 0.56 | MIGC | 2024-02-08 |
| ReCo: Region-Controlled Text-to-Image Generation | 0.55 | 0.49 | ReCo | 2022-11-23 | |
| InstanceDiffusion: Instance-level Control for Image Generation | ✓ Link | 0.51 | 0.46 | Instance Diffusion (zero-shot) | 2024-02-05 |
| GLIGEN: Open-Set Grounded Text-to-Image Generation | ✓ Link | 0.30 | 0.27 | Gligen (zero-shot) | 2023-01-17 |
| BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion | ✓ Link | 0.16 | 0.26 | Box-Diffusion (zero-shot) | 2023-07-20 |