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Personalized Image Generation on Demographic Alignment Dataset

77.4CLIPScoreZIPPY
64.19267.62171.0574.479Jun 7, 2026

Evaluation results

MethodLinks
ZIPPYTrain Setting=few shot, Number of Shots=52026.0677.473
ZIPPYTrain Setting=few shot, Number of Shots=32026.0676.867
TVTrain Setting=few shot, Number of Shots=32026.0673.860.1
ViPerTrain Setting=fine tune2026.0673.760.8
ZIPPYTrain Setting=zero shot, Number of Shots=02026.0672.860.9
GPT-4oTrain Setting=zero shot, Number of Shots=02026.0666.955.1
DrUMTrain Setting=fine tune2026.0664.756.8