Personalized Text-to-Image Generation on DreamBench++ (test)
3.733CP ScoreIP-Adapter+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IP-Adapter+type=zero-shot2024.11 | 3.733 | 1.959 | 2.428 | |
| Diffusion Self-Distillationtype=zero-shot2024.11 | 3.661 | 3.328 | 4.453 | |
| DreamBooth LoRAinference-stage tuning=true2024.11 | 2.576 | 3.386 | 4.247 | |
| DreamBoothtype=fine-tuning2024.11 | 2.329 | 2.883 | 3.597 | |
| IP-Adaptertype=zero-shot2024.11 | 2.274 | 2.307 | 3.481 | |
| BLIP-Diffusiontype=zero-shot2024.11 | 1.854 | 2.281 | 0.286 | |
| Emu2type=zero-shot2024.11 | 1.843 | 2.096 | 2.965 | |
| Textual Inversiontype=optimization-based2024.11 | 1.693 | 1.924 | 2.85 |