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ResearchFormerly WizWand

Few-Shot Image Generation on Babies 10-shot

32.65FIDSeAM
29.892848.503967.11585.7261Oct 29, 2022May 9, 2023Nov 17, 2023May 27, 2024Dec 5, 2024Jun 15, 2025Dec 24, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SeAMBackbone=DDPM2025.1232.65
SeAMBackbone=StyleGAN-ADA2025.1232.74
DomainStudioBackbone=DDPM2025.1233.26
SeAMBackbone=StyleGAN22025.1237.16
RICKshots=10-shot, source_domain=FFHQ2023.0439.39
RICKBackbone=StyleGAN22025.1239.39
AdAM + RICKshots=10-shot, source_domain=FFHQ2023.0443.12
CRDIBackbone=DDPM2025.1248.52
AdAMArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1048.83
AdAMshots=10-shot, source_domain=FFHQ2023.0448.83
AdAMBackbone=StyleGAN22025.1248.83
WeditGANBackbone=StyleGAN-ADA2025.1248.83
DDPM-PABackbone=DDPM2025.1248.92
SoLADBackbone=StyleGAN22025.1252.01
RICKBackbone=StyleGAN-ADA2025.1252.01
DCLArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1056.48
DCLshots=10-shot, source_domain=FFHQ2023.0456.48
DomainGalleryBackbone=SD1.42025.1258.86
RSSABackbone=StyleGAN22025.1266.81
EWC + RICKshots=10-shot, source_domain=FFHQ2023.0468.22
CDCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1069.13
CDCshots=10-shot, source_domain=FFHQ2023.0469.13
CDCBackbone=StyleGAN22025.1269.13
EWCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1079.93
EWCshots=10-shot, source_domain=FFHQ2023.0479.93
EWCBackbone=StyleGAN22025.1279.93
FreezeDArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1096.25
FreezeDshots=10-shot, source_domain=FFHQ2023.0496.25
FreezeDBackbone=StyleGAN22025.1296.25
TGAN+ADAArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.1097.91
TGAN+ADAshots=10-shot, source_domain=FFHQ2023.0497.91
TGAN+ADABackbone=StyleGAN22025.1297.91
TGANArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10101.58
TGANshots=10-shot, source_domain=FFHQ2023.04101.58
TGANBackbone=StyleGAN22025.12101.58