List your company
ResearchFormerly WizWand

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

43.56FIDSeAM
38.25474.0695109.885145.7005Oct 29, 2022May 9, 2023Nov 17, 2023May 27, 2024Dec 5, 2024Jun 15, 2025Dec 24, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SeAMBackbone=DDPM2025.1243.56
RICKshots=10-shot, source_domain=FFHQ2023.0453.27
RICKBackbone=StyleGAN22025.1253.27
SeAMBackbone=StyleGAN22025.1253.91
SeAMBackbone=StyleGAN-ADA2025.1253.91
AdAM + RICKshots=10-shot, source_domain=FFHQ2023.0453.94
AdAMArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1058.07
AdAMshots=10-shot, source_domain=FFHQ2023.0458.07
AdAMBackbone=StyleGAN22025.1258.07
WeditGANBackbone=StyleGAN-ADA2025.1258.07
SoLADBackbone=StyleGAN22025.1261.35
RICKBackbone=StyleGAN-ADA2025.1261.35
FreezeDArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1063.6
FreezeDshots=10-shot, source_domain=FFHQ2023.0463.6
FreezeDBackbone=StyleGAN22025.1263.6
EWC + RICKshots=10-shot, source_domain=FFHQ2023.0464.35
TGANArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1064.68
TGANshots=10-shot, source_domain=FFHQ2023.0464.68
TGANBackbone=StyleGAN22025.1264.68
CRDIBackbone=DDPM2025.1265.3
DDPM-PABackbone=DDPM2025.1269.22
EWCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1074.61
EWCshots=10-shot, source_domain=FFHQ2023.0474.61
EWCBackbone=StyleGAN22025.1274.61
DomainGalleryBackbone=SD1.42025.1277.15
TGAN+ADAArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1080.16
TGAN+ADAshots=10-shot, source_domain=FFHQ2023.0480.16
TGAN+ADABackbone=StyleGAN22025.1280.16
DCLArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10156.82
DCLshots=10-shot, source_domain=FFHQ2023.04156.82
RSSABackbone=StyleGAN22025.12159.54
CDCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10176.21
CDCshots=10-shot, source_domain=FFHQ2023.04176.21
CDCBackbone=StyleGAN22025.12176.21