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ResearchFormerly WizWand

DreamBooth-style Image Customization on Expedition

33.22CLIP ScoreFeRA
31.441631.903332.36532.8267Nov 22, 2025
Updated 4mo ago

Evaluation results

MethodLinks
FeRABackbone=SDXL, Params=50M2025.1133.22124.218.99
FeRABackbone=SDXL, Params=20M2025.1132.21128.298.68
Full-TuningBackbone=SDXL, Params=3.5B2025.1132.15126.58.9
SaRABackbone=SDXL, Params=50M2025.1132.12127.668.24
SaRABackbone=SDXL, Params=20M2025.1132.11128.268.22
DoRABackbone=SDXL, Params=50M2025.1132.1129.548.03
AdaLoRABackbone=SDXL, Params=50M2025.1132.1130.228.8
DoRABackbone=SDXL, Params=20M2025.1132.09130.177.88
AdaLoRABackbone=SDXL, Params=20M2025.1132.09130.828.55
FeRABackbone=SDXL, Params=5M2025.1132.08134.698.67
LoRABackbone=SDXL, Params=50M2025.1132.08130.188.23
LoRABackbone=SDXL, Params=20M2025.1132.07131.428.44
SaRABackbone=SDXL, Params=5M2025.1131.98138.158.64
AdaLoRABackbone=SDXL, Params=5M2025.1131.97140.928.62
DoRABackbone=SDXL, Params=5M2025.1131.96140.288.63
LoRABackbone=SDXL, Params=5M2025.1131.94141.528.6
FeRABackbone=SD 1.5, Params=50M2025.1131.8117.218.62
FeRABackbone=SD 1.5, Params=20M2025.1131.78118.118.55
Full-TuningBackbone=SD 1.5, Params=860M2025.1131.751198.58
SaRABackbone=SD 1.5, Params=50M2025.1131.69118.618.53
SaRABackbone=SD 1.5, Params=20M2025.1131.67119.57.96
FeRABackbone=SD 1.5, Params=5M2025.1131.66127.038.53
DoRABackbone=SD 1.5, Params=50M2025.1131.65119.228.44
AdaLoRABackbone=SD 1.5, Params=50M2025.1131.65119.058.52
DoRABackbone=SD 1.5, Params=20M2025.1131.63120.128.13
AdaLoRABackbone=SD 1.5, Params=20M2025.1131.63119.957.58
LoRABackbone=SD 1.5, Params=50M2025.1131.62119.218.22
LoRABackbone=SD 1.5, Params=20M2025.1131.6120.18.05
SaRABackbone=SD 1.5, Params=5M2025.1131.56128.58.49
DoRABackbone=SD 1.5, Params=5M2025.1131.53129.138.47
AdaLoRABackbone=SD 1.5, Params=5M2025.1131.531298.5
LoRABackbone=SD 1.5, Params=5M2025.1131.51128.738.46