Few-shot personalization and encoder-based methods evaluation on Standard Personalization Dataset
83.11CLIP-IIP-Adapter
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IP-AdapterBackbone=SD1.5, Category=Encoder-based2025.11 | 83.11 | 26.46 | 62.9 | 2 | |
| Semantic Anchoring PersonalizationBackbone=SD1.5, Category=Few-shot personalization2025.11 | 78.21 | 30.59 | 60.31 | 1 | |
| SuDeBackbone=SD1.5, Category=Few-shot personalization2025.11 | 77.91 | 30.44 | 59.31 | 3 | |
| DreamBooth (FT)Backbone=SD1.5, Category=Few-shot personalization2025.11 | 77.51 | 30.35 | 58.7 | 4 | |
| Textual InversionBackbone=SD1.5, Category=Few-shot personalization2025.11 | 75.79 | 26.33 | 52.87 | 8 | |
| SVDiffBackbone=SD1.5, Category=Few-shot personalization2025.11 | 74.55 | 31.62 | 51.44 | 5 | |
| DreamBoothBackbone=SD1.5, Category=Few-shot personalization2025.11 | 73.02 | 31.91 | 48.39 | 6 | |
| BLIP-DiffusionBackbone=SD1.5, Category=Encoder-based2025.11 | 70.16 | 29.49 | 45.44 | 9 | |
| Custom DiffusionBackbone=SD1.5, Category=Few-shot personalization2025.11 | 64.79 | 31.54 | 55.68 | 7 |