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ResearchFormerly WizWand

Few-Shot Image Generation on AFHQ-Wild 10-shot

28.15FIDSeAM
23.870852.755481.64110.5246Oct 29, 2022May 9, 2023Nov 17, 2023May 27, 2024Dec 5, 2024Jun 15, 2025Dec 24, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SeAMBackbone=DDPM2025.1228.15
RICKshots=10-shot, source_domain=FFHQ2023.0433.02
RICKBackbone=StyleGAN22025.1233.02
SeAMBackbone=StyleGAN22025.1234.31
SeAMBackbone=StyleGAN-ADA2025.1234.31
AdAM + RICKshots=10-shot, source_domain=FFHQ2023.0435.54
AdAMArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1036.87
AdAMshots=10-shot, source_domain=FFHQ2023.0436.87
AdAMBackbone=StyleGAN22025.1236.87
WeditGANBackbone=StyleGAN-ADA2025.1236.87
SoLADBackbone=StyleGAN22025.1255.27
RICKBackbone=StyleGAN-ADA2025.1255.27
EWC + RICKshots=10-shot, source_domain=FFHQ2023.0456.83
DDPM-PABackbone=DDPM2025.1260.24
DomainGalleryBackbone=SD1.42025.1265.32
CRDIBackbone=DDPM2025.1268.31
FreezeDArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1077.18
FreezeDshots=10-shot, source_domain=FFHQ2023.0477.18
FreezeDBackbone=StyleGAN22025.1277.18
TGANArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1081.3
TGANshots=10-shot, source_domain=FFHQ2023.0481.3
TGANBackbone=StyleGAN22025.1281.3
TGAN+ADAArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1081.55
TGAN+ADAshots=10-shot, source_domain=FFHQ2023.0481.55
TGAN+ADABackbone=StyleGAN22025.1281.55
EWCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1092.83
EWCshots=10-shot, source_domain=FFHQ2023.0492.83
EWCBackbone=StyleGAN22025.1292.83
RSSABackbone=StyleGAN22025.12100.4
DCLArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10115.93
DCLshots=10-shot, source_domain=FFHQ2023.04115.93
CDCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10135.13
CDCshots=10-shot, source_domain=FFHQ2023.04135.13
CDCBackbone=StyleGAN22025.12135.13