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ResearchFormerly WizWand

DreamBooth-style Image Customization on Cyberpunk

34.73CLIP ScoreFeRA
32.889233.367133.84534.3229Nov 22, 2025
Updated 4mo ago

Evaluation results

MethodLinks
FeRABackbone=SDXL, Params=20M2025.1134.73138.458.82
FeRABackbone=SDXL, Params=50M2025.1133.75139.519.05
Full-TuningBackbone=SDXL, Params=3.5B2025.1133.721438.8
SaRABackbone=SDXL, Params=50M2025.1133.65143.528.57
SaRABackbone=SDXL, Params=20M2025.1133.63141.937.91
DoRABackbone=SDXL, Params=50M2025.1133.62146.138.24
AdaLoRABackbone=SDXL, Params=50M2025.1133.62147.518.82
FeRABackbone=SDXL, Params=5M2025.1133.61148.888.44
DoRABackbone=SDXL, Params=20M2025.1133.6145.727.97
AdaLoRABackbone=SDXL, Params=20M2025.1133.6146.458.77
LoRABackbone=SDXL, Params=50M2025.1133.59147.198.45
LoRABackbone=SDXL, Params=20M2025.1133.57146.848.74
SaRABackbone=SDXL, Params=5M2025.1133.51152.698.43
AdaLoRABackbone=SDXL, Params=5M2025.1133.49157.128.4
DoRABackbone=SDXL, Params=5M2025.1133.48156.218.41
LoRABackbone=SDXL, Params=5M2025.1133.45157.928.38
FeRABackbone=SD 1.5, Params=20M2025.1133.38117.98.32
SaRABackbone=SD 1.5, Params=50M2025.1133.31129.147.59
SaRABackbone=SD 1.5, Params=20M2025.1133.28127.87.7
LoRABackbone=SD 1.5, Params=50M2025.1133.28123.557.58
LoRABackbone=SD 1.5, Params=20M2025.1133.25122.328.04
DoRABackbone=SD 1.5, Params=50M2025.1133.25123.527.43
AdaLoRABackbone=SD 1.5, Params=50M2025.1133.25123.358.19
DoRABackbone=SD 1.5, Params=20M2025.1133.22122.327.59
AdaLoRABackbone=SD 1.5, Params=20M2025.1133.22122.37.83
DoRABackbone=SD 1.5, Params=5M2025.1133.2131.518.19
SaRABackbone=SD 1.5, Params=5M2025.1133.18138.018.18
LoRABackbone=SD 1.5, Params=5M2025.1133.16129.638.14
AdaLoRABackbone=SD 1.5, Params=5M2025.1133.12131.518.17
FeRABackbone=SD 1.5, Params=50M2025.1133.12119.138.34
Full-TuningBackbone=SD 1.5, Params=860M2025.1133.05121.28.3
FeRABackbone=SD 1.5, Params=5M2025.1132.96126.48.21