Customized Image Generation on DreamBench
88.5CLIP-I ScoreOracle (reference images)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oracle (reference images)Type=Baseline2024.12 | 88.5 | — | 77.4 | |
| SuTIEvaluation Protocol=Zero-shot methods2024.12 | 0.819 | 0.304 | 0.741 | |
| OmniGenEvaluation Protocol=Zero-shot methods, Testing context=our test2024.12 | 0.81 | 0.32 | 0.693 | |
| UniRealEvaluation Protocol=Zero-shot methods2024.12 | 0.806 | 0.326 | 0.702 | |
| BLIP-DiffusionEvaluation Protocol=Tuning methods2024.12 | 0.805 | 0.302 | 0.67 | |
| DreamBoothEvaluation Protocol=Tuning methods2024.12 | 0.803 | 0.305 | 0.668 | |
| BootPIGEvaluation Protocol=Zero-shot methods2024.12 | 0.797 | 0.311 | 0.674 | |
| ELITEEvaluation Protocol=Zero-shot methods2024.12 | 0.772 | 0.296 | 0.647 | |
| Textual InversionEvaluation Protocol=Tuning methods2024.12 | 0.75 | 0.255 | 0.569 | |
| Re-ImagenEvaluation Protocol=Zero-shot methods2024.12 | 0.74 | 0.27 | 0.6 |