Text-to-Image Personalization on MS COCO prompts captions
0.666CLIP-TSDXL (prior)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SDXL (prior)status=base model2025.07 | 0.666 | 0.295 | 0.625 | — | — | — | — | |
| APT (ablation)components=ATA2025.07 | 0.664 | 0.275 | 0.67 | 46.872 | 0.635 | 0.68 | — | |
| APT (ablation)components=ATA + RS2025.07 | 0.664 | 0.29 | 0.657 | 42.663 | 0.701 | 0.727 | — | |
| APT (full)components=ATA + RS + AA2025.07 | 0.664 | 0.288 | 0.66 | 41.967 | 0.669 | 0.738 | 56.1 | |
| Custom Diffusion2025.07 | 0.662 | 0.273 | 0.666 | 45.53 | 0.59 | 0.649 | — | |
| DCO2025.07 | 0.662 | 0.277 | 0.687 | 52.298 | 0.548 | 0.66 | 21.1 | |
| Base (Dreambooth)2025.07 | 0.661 | 0.272 | 0.681 | 53.13 | 0.565 | 0.608 | 22.8 |