Personalized Image Generation on DreamBooth
Metric: Overall (CP * PF) (higher is better)
Metric: Overall (CP * PF) (higher is better)
| # | Model↕ | Overall (CP * PF)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DreamBooth LoRA SDXL v1.0 | 0.517 | No | DreamBooth: Fine Tuning Text-to-Image Diffusion ... | 2022-08-25 | Code |
| 2 | IP-Adapter ViT-G SDXL v1.0 | 0.38 | No | IP-Adapter: Text Compatible Image Prompt Adapter... | 2023-08-13 | Code |
| 3 | Emu2 SDXL v1.0 | 0.364 | No | Generative Multimodal Models are In-Context Lear... | 2023-12-20 | Code |
| 4 | DreamBooth SD v1.5 | 0.356 | No | DreamBooth: Fine Tuning Text-to-Image Diffusion ... | 2022-08-25 | Code |
| 5 | IP-Adapter-Plus ViT-H SDXL v1.0 | 0.344 | No | IP-Adapter: Text Compatible Image Prompt Adapter... | 2023-08-13 | Code |
| 6 | BLIP-Diffusion SD v1.5 | 0.271 | No | BLIP-Diffusion: Pre-trained Subject Representati... | 2023-05-24 | Code |
| 7 | Textual Inversion SD v1.5 | 0.236 | No | An Image is Worth One Word: Personalizing Text-t... | 2022-08-02 | Code |