Personalized Text-to-Image Generation on DreamBench++ Single-subject
0.738CPIP-Adapter-Plus
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IP-Adapter-Plus2025.12 | 0.738 | 0.668 | 0.493 | |
| UNO2025.12 | 0.721 | 0.799 | 0.576 | |
| FLUX.1 Kontext Devbase_model=FLUX.12025.12 | 0.718 | 0.893 | 0.641 | |
| DynaIP2025.12 | 0.696 | 0.934 | 0.65 | |
| Qwen-Image-Edit2025.12 | 0.693 | 0.928 | 0.643 | |
| MIP-Adapter2025.12 | 0.692 | 0.649 | 0.449 | |
| MS-Diffusion2025.12 | 0.686 | 0.828 | 0.568 | |
| FLUX.1 IP-Adapterbase_model=FLUX.12025.12 | 0.681 | 0.6 | 0.408 | |
| XVerse2025.12 | 0.643 | 0.869 | 0.559 | |
| OmniGen22025.12 | 0.622 | 0.922 | 0.574 | |
| Diptych Prompting2025.12 | 0.616 | 0.839 | 0.517 | |
| BAGEL2025.12 | 0.603 | 0.926 | 0.558 | |
| OminiControl2025.12 | 0.596 | 0.895 | 0.534 | |
| DreamBooth LoRAadaptation=LoRA2025.12 | 0.594 | 0.84 | 0.499 | |
| DisEnvisioner2025.12 | 0.559 | 0.664 | 0.371 | |
| Self-Distillation2025.12 | 0.513 | 0.87 | 0.447 | |
| DreamBooth2025.12 | 0.458 | 0.721 | 0.33 | |
| Textual Inversion2025.12 | 0.384 | 0.633 | 0.22 |