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Few-Shot Image Generation on Babies 10-shot (FID & Intra-LPIPS)

45.09FIDUni-DAD
41.282866.981492.68118.3786Nov 23, 2025

Evaluation results

MethodLinks
Uni-DADVariant=Distilled, NFE=3, 1-stage=✓2025.1145.090.46
Uni-DAD (no ϵ trg)Variant=Distilled, NFE=3, 1-stage=✓2025.1147.380.45
CRDIVariant=Non-distilled, NFE=25, 1-stage=✓2025.1148.520.52
DDPM-PAVariant=Non-distilled, NFE=1000, 1-stage=✓2025.1148.920.59
FTVariant=Non-distilled, NFE=25, 1-stage=✓2025.1157.060.32
FT-DMD2Variant=Distilled, NFE=32025.1157.110.42
DMD2-FTVariant=Distilled, NFE=32025.11140.270.08