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ResearchFormerly WizWand

Cross-Attribute Transfer on CelebV-Text and VFHQ

0.9043mCLIP-IOurs
0.8176680.8401590.862650.885141Sep 4, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Ours2025.090.90430.78010.709827.15472.4052
StableHairImg. Gen.=StableHair, Animation=X-Portrait2025.090.88950.72390.644328.26271.5718
StableHairImg. Gen.=StableHair, Animation=MegActor-Σ2025.090.88480.72710.61330.40871.4672
StableHairImg. Gen.=StableHair, Animation=LivePortrait2025.090.88310.70510.656429.50143.9495
HairFusionImg. Gen.=HairFusion, Animation=X-Portrait2025.090.88090.69140.65230.2574.9184
HairFusionImg. Gen.=HairFusion, Animation=LivePortrait2025.090.87410.68430.650230.56322.6719
HairFusionImg. Gen.=HairFusion, Animation=MegActor-Σ2025.090.87360.67080.604430.97025.3037
TriplaneEditImg. Gen.=TriplaneEdit, Animation=LivePortrait2025.090.8540.61630.277632.5668.9103
PbEImg. Gen.=PbE, Animation=MegActor-Σ2025.090.85350.62660.486338.27466.2743
PbEImg. Gen.=PbE, Animation=LivePortrait2025.090.84990.64070.56337.64623.3868
PbEImg. Gen.=PbE, Animation=X-Portrait2025.090.83930.59160.545836.7032.9008
TriplaneEditImg. Gen.=TriplaneEdit, Animation=X-Portrait2025.090.83660.62160.294430.63192.9315
TriplaneEditImg. Gen.=TriplaneEdit, Animation=MegActor-Σ2025.090.8210.56740.27732.56792.8542