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Personalized Image Generation on PIP

66.9CLIPScoreDrUM
57.33259.81662.364.784Jun 7, 2026

Evaluation results

MethodLinks
DrUMTrain Setting=fine tune2026.0666.968
ZIPPYTrain Setting=few shot, Number of Shots=52026.0666.372.1
ZIPPYTrain Setting=few shot, Number of Shots=32026.0665.269.9
FABRICTrain Setting=few shot, Number of Shots=12026.0663.7—
TVTrain Setting=few shot, Number of Shots=32026.0663.166.5
ZIPPYTrain Setting=zero shot, Number of Shots=02026.0660.267.3
GPT-4oTrain Setting=zero shot, Number of Shots=02026.0657.761.4