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ResearchFormerly WizWand

DreamBooth-style Image Customization on Barbie

37.86CLIP ScoreFeRA
34.199235.149636.137.0504Nov 22, 2025
Updated 4mo ago

Evaluation results

MethodLinks
FeRABackbone=SDXL, Params=5M2025.1137.86178.678.57
FeRABackbone=SDXL, Params=20M2025.1136.97166.618.94
LoRABackbone=SDXL, Params=50M2025.1136.01176.419.09
Full-TuningBackbone=SDXL, Params=3.5B2025.1136170.89.1
LoRABackbone=SDXL, Params=20M2025.1135.99175.238.36
FeRABackbone=SDXL, Params=50M2025.1135.99167.339.12
DoRABackbone=SDXL, Params=50M2025.1135.96174.968.42
AdaLoRABackbone=SDXL, Params=50M2025.1135.96175.578.63
DoRABackbone=SDXL, Params=20M2025.1135.94173.738.87
AdaLoRABackbone=SDXL, Params=20M2025.1135.94174.258.46
SaRABackbone=SDXL, Params=50M2025.1135.89171.668.89
LoRABackbone=SDXL, Params=5M2025.1135.88188.418.53
SaRABackbone=SDXL, Params=20M2025.1135.87170.448.88
AdaLoRABackbone=SDXL, Params=5M2025.1135.85187.68.55
DoRABackbone=SDXL, Params=5M2025.1135.83186.788.52
SaRABackbone=SDXL, Params=5M2025.1135.76183.258.54
LoRABackbone=SD 1.5, Params=50M2025.1135.35183.428.26
LoRABackbone=SD 1.5, Params=20M2025.1135.31181.158.58
DoRABackbone=SD 1.5, Params=50M2025.1135.29182.638.63
AdaLoRABackbone=SD 1.5, Params=50M2025.1135.29182.928.16
DoRABackbone=SD 1.5, Params=20M2025.1135.25180.328.01
AdaLoRABackbone=SD 1.5, Params=20M2025.1135.25180.78.6
LoRABackbone=SD 1.5, Params=5M2025.1135.19194.738.37
SaRABackbone=SD 1.5, Params=50M2025.1135.19179.728.27
SaRABackbone=SD 1.5, Params=20M2025.1135.15177.58.06
DoRABackbone=SD 1.5, Params=5M2025.1135.12193.98.36
AdaLoRABackbone=SD 1.5, Params=5M2025.1135.12194.38.38
SaRABackbone=SD 1.5, Params=5M2025.1135.01190.818.39
FeRABackbone=SD 1.5, Params=50M2025.1134.55174.218.76
FeRABackbone=SD 1.5, Params=20M2025.1134.5172.038.74
Full-TuningBackbone=SD 1.5, Params=860M2025.1134.48176.58.7
FeRABackbone=SD 1.5, Params=5M2025.1134.34184.988.43