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ResearchFormerly WizWand

DreamBooth-style Image Customization on Elementfire

33.7CLIP ScoreFeRA
31.016831.713432.4133.1066Nov 22, 2025
Updated 4mo ago

Evaluation results

MethodLinks
FeRABackbone=SDXL, Params=20M2025.1133.7152.118.95
FeRABackbone=SDXL, Params=50M2025.1133.62151.468.86
Full-TuningBackbone=SDXL, Params=3.5B2025.1132.551538.85
SaRABackbone=SDXL, Params=50M2025.1132.52155.568.72
SaRABackbone=SDXL, Params=20M2025.1132.51156.258.27
FeRABackbone=SDXL, Params=5M2025.1132.48163.518.72
LoRABackbone=SDXL, Params=50M2025.1132.46160.588.23
DoRABackbone=SDXL, Params=50M2025.1132.46158.528.49
AdaLoRABackbone=SDXL, Params=50M2025.1132.46159.268.85
LoRABackbone=SDXL, Params=20M2025.1132.45161.428.05
DoRABackbone=SDXL, Params=20M2025.1132.45159.158.93
AdaLoRABackbone=SDXL, Params=20M2025.1132.45160.228.64
SaRABackbone=SDXL, Params=5M2025.1132.38168.228.69
DoRABackbone=SDXL, Params=5M2025.1132.35171.358.68
LoRABackbone=SDXL, Params=5M2025.1132.32173.738.67
AdaLoRABackbone=SDXL, Params=5M2025.1132.32172.558.7
LoRABackbone=SD 1.5, Params=50M2025.1131.73145.588.09
LoRABackbone=SD 1.5, Params=20M2025.1131.7146.57.72
DoRABackbone=SD 1.5, Params=50M2025.1131.69154.728.21
AdaLoRABackbone=SD 1.5, Params=50M2025.1131.69145.547.83
SaRABackbone=SD 1.5, Params=20M2025.1131.66155.097.61
DoRABackbone=SD 1.5, Params=20M2025.1131.64155.328.27
DoRABackbone=SD 1.5, Params=5M2025.1131.62158.598.49
AdaLoRABackbone=SD 1.5, Params=20M2025.1131.62146.118.17
LoRABackbone=SD 1.5, Params=5M2025.1131.59156.958.47
AdaLoRABackbone=SD 1.5, Params=5M2025.1131.55156.628.51
SaRABackbone=SD 1.5, Params=5M2025.1131.551668.52
SaRABackbone=SD 1.5, Params=50M2025.1131.49154.327.57
FeRABackbone=SD 1.5, Params=50M2025.1131.29152.488.54
FeRABackbone=SD 1.5, Params=20M2025.1131.25143.628.6
Full-TuningBackbone=SD 1.5, Params=860M2025.1131.21548.51
FeRABackbone=SD 1.5, Params=5M2025.1131.12154.928.55