Personalized Image Generation on DreamBooth
Metric: Prompt Following (PF) (higher is better)
Metric: Prompt Following (PF) (higher is better)
| # | Model↕ | Prompt Following (PF)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DreamBooth LoRA SDXL v1.0 | 0.865 | No | DreamBooth: Fine Tuning Text-to-Image Diffusion ... | 2022-08-25 | Code |
| 2 | DreamBooth SD v1.5 | 0.721 | No | DreamBooth: Fine Tuning Text-to-Image Diffusion ... | 2022-08-25 | Code |
| 3 | Emu2 SDXL v1.0 | 0.69 | No | Generative Multimodal Models are In-Context Lear... | 2023-12-20 | Code |
| 4 | IP-Adapter ViT-G SDXL v1.0 | 0.64 | No | IP-Adapter: Text Compatible Image Prompt Adapter... | 2023-08-13 | Code |
| 5 | Textual Inversion SD v1.5 | 0.624 | No | An Image is Worth One Word: Personalizing Text-t... | 2022-08-02 | Code |
| 6 | BLIP-Diffusion SD v1.5 | 0.495 | No | BLIP-Diffusion: Pre-trained Subject Representati... | 2023-05-24 | Code |
| 7 | IP-Adapter-Plus ViT-H SDXL v1.0 | 0.413 | No | IP-Adapter: Text Compatible Image Prompt Adapter... | 2023-08-13 | Code |