10-shot image generation on COCO-MIG
Metric: instance success rate (higher is better)
Metric: instance success rate (higher is better)
| # | Model↕ | instance success rate▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MIGC | 0.66 | No | MIGC: Multi-Instance Generation Controller for T... | 2024-02-08 | Code |
| 2 | ReCo | 0.55 | No | ReCo: Region-Controlled Text-to-Image Generation | 2022-11-23 | - |
| 3 | Instance Diffusion (zero-shot) | 0.51 | No | InstanceDiffusion: Instance-level Control for Im... | 2024-02-05 | Code |
| 4 | Gligen (zero-shot) | 0.3 | No | GLIGEN: Open-Set Grounded Text-to-Image Generation | 2023-01-17 | Code |
| 5 | Box-Diffusion (zero-shot) | 0.16 | No | BoxDiff: Text-to-Image Synthesis with Training-F... | 2023-07-20 | Code |