Personalized Text-to-Image Generation on DreamBooth dataset 1.0 (test)
0.6394DINO ScoreLipschitz-based Regularization
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Lipschitz-based RegularizationMethod category=Few-shot personalization methods2025.05 | 0.6394 | 0.2976 | 0.7948 | 1 | |
| OFTMethod category=Few-shot personalization methods2025.05 | 0.632 | 0.237 | 0.785 | 4 | |
| IP-AdaptorMethod category=Conditioning with external resources2025.05 | 0.6304 | 0.2635 | 0.8318 | 2 | |
| DreamBoothMethod category=Few-shot personalization methods2025.05 | 0.6028 | 0.2793 | 0.7881 | 3 | |
| BLIP-DiffusionMethod category=Conditioning with external resources2025.05 | 0.5943 | 0.2865 | 0.7935 | 5 | |
| DreamBooth-LoRAMethod category=Few-shot personalization methods2025.05 | 0.5778 | 0.3095 | 0.7731 | 6 | |
| Custom DiffusionMethod category=Few-shot personalization methods2025.05 | 0.5568 | 0.3154 | 0.6479 | 7 | |
| Textual InversionMethod category=Few-shot personalization methods2025.05 | 0.5342 | 0.2601 | 0.7539 | 9 | |
| SVDiffMethod category=Few-shot personalization methods2025.05 | 0.3839 | 0.3194 | 0.6886 | 8 |