Few-Shot Image Generation on Babies 10-shot
32.65FIDSeAM
Evaluation Results
| Method | Links | |
|---|---|---|
| SeAMBackbone=DDPM2025.12 | 32.65 | |
| SeAMBackbone=StyleGAN-ADA2025.12 | 32.74 | |
| DomainStudioBackbone=DDPM2025.12 | 33.26 | |
| SeAMBackbone=StyleGAN22025.12 | 37.16 | |
| RICKshots=10-shot, source_domain=FFHQ2023.04 | 39.39 | |
| RICKBackbone=StyleGAN22025.12 | 39.39 | |
| AdAM + RICKshots=10-shot, source_domain=FFHQ2023.04 | 43.12 | |
| CRDIBackbone=DDPM2025.12 | 48.52 | |
| AdAMArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 48.83 | |
| AdAMshots=10-shot, source_domain=FFHQ2023.04 | 48.83 | |
| AdAMBackbone=StyleGAN22025.12 | 48.83 | |
| WeditGANBackbone=StyleGAN-ADA2025.12 | 48.83 | |
| DDPM-PABackbone=DDPM2025.12 | 48.92 | |
| SoLADBackbone=StyleGAN22025.12 | 52.01 | |
| RICKBackbone=StyleGAN-ADA2025.12 | 52.01 | |
| DCLArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 56.48 | |
| DCLshots=10-shot, source_domain=FFHQ2023.04 | 56.48 | |
| DomainGalleryBackbone=SD1.42025.12 | 58.86 | |
| RSSABackbone=StyleGAN22025.12 | 66.81 | |
| EWC + RICKshots=10-shot, source_domain=FFHQ2023.04 | 68.22 | |
| CDCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 69.13 | |
| CDCshots=10-shot, source_domain=FFHQ2023.04 | 69.13 | |
| CDCBackbone=StyleGAN22025.12 | 69.13 | |
| EWCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 79.93 | |
| EWCshots=10-shot, source_domain=FFHQ2023.04 | 79.93 | |
| EWCBackbone=StyleGAN22025.12 | 79.93 | |
| FreezeDArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 96.25 | |
| FreezeDshots=10-shot, source_domain=FFHQ2023.04 | 96.25 | |
| FreezeDBackbone=StyleGAN22025.12 | 96.25 | |
| TGAN+ADAArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 97.91 | |
| TGAN+ADAshots=10-shot, source_domain=FFHQ2023.04 | 97.91 | |
| TGAN+ADABackbone=StyleGAN22025.12 | 97.91 | |
| TGANArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 101.58 | |
| TGANshots=10-shot, source_domain=FFHQ2023.04 | 101.58 | |
| TGANBackbone=StyleGAN22025.12 | 101.58 |