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Personalized Image Generation on 10 distinct content-style pairs

0.79Content Similarity (CLIP-I)CRAFT-LoRA
0.64440.68220.720.7578Feb 21, 2026

Evaluation results

MethodLinks
CRAFT-LoRA2026.020.790.80.83
BLoRA2026.020.740.70.77
KLoRA2026.020.710.720.76
ZipLoRA2026.020.70.690.73
StyleDrop2026.020.680.760.7
Direct Merging2026.020.650.60.62