Conditional Text To Image Synthesis On Coco 1
Metrics
instance success rate
mIoU
Results
Performance results of various models on this benchmark
Model Name | instance success rate | mIoU | Paper Title | Repository |
|---|---|---|---|---|
| ReCo | 0.55 | 0.49 | ReCo: Region-Controlled Text-to-Image Generation | - |
| Instance Diffusion (zero-shot) | 0.51 | 0.46 | InstanceDiffusion: Instance-level Control for Image Generation | - |
| Box-Diffusion (zero-shot) | 0.16 | 0.26 | BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion | - |
| Gligen (zero-shot) | 0.30 | 0.27 | GLIGEN: Open-Set Grounded Text-to-Image Generation | - |
| MIGC | 0.66 | 0.56 | MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis | - |
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