Few-Shot Image Generation on AFHQ-Dog 10-shot
12.91FIDRICK
Evaluation Results
| Method | Links | |
|---|---|---|
| RICKBackbone=StyleGAN-ADA2025.12 | 12.91 | |
| CRDIBackbone=DDPM2025.12 | 54.35 | |
| DDPM-PABackbone=DDPM2025.12 | 58.27 | |
| SeAMBackbone=DDPM2025.12 | 77.52 | |
| SeAMBackbone=StyleGAN22025.12 | 97.22 | |
| SeAMBackbone=StyleGAN-ADA2025.12 | 97.22 | |
| RICKshots=10-shot, source_domain=FFHQ2023.04 | 98.71 | |
| RICKBackbone=StyleGAN22025.12 | 98.71 | |
| AdAM + RICKshots=10-shot, source_domain=FFHQ2023.04 | 100.35 | |
| AdAMArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 100.91 | |
| AdAMshots=10-shot, source_domain=FFHQ2023.04 | 100.91 | |
| AdAMBackbone=StyleGAN22025.12 | 100.91 | |
| WeditGANBackbone=StyleGAN-ADA2025.12 | 100.91 | |
| SoLADBackbone=StyleGAN22025.12 | 112.91 | |
| DomainGalleryBackbone=SD1.42025.12 | 123.54 | |
| EWC + RICKshots=10-shot, source_domain=FFHQ2023.04 | 124.5 | |
| TGANArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 151.46 | |
| TGANshots=10-shot, source_domain=FFHQ2023.04 | 151.46 | |
| TGANBackbone=StyleGAN22025.12 | 151.46 | |
| FreezeDArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 157.98 | |
| FreezeDshots=10-shot, source_domain=FFHQ2023.04 | 157.98 | |
| FreezeDBackbone=StyleGAN22025.12 | 157.98 | |
| EWCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 158.78 | |
| EWCshots=10-shot, source_domain=FFHQ2023.04 | 158.78 | |
| EWCBackbone=StyleGAN22025.12 | 158.78 | |
| TGAN+ADAArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 162.63 | |
| TGAN+ADAshots=10-shot, source_domain=FFHQ2023.04 | 162.63 | |
| TGAN+ADABackbone=StyleGAN22025.12 | 162.63 | |
| RSSABackbone=StyleGAN22025.12 | 169.84 | |
| CDCArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 170.95 | |
| CDCshots=10-shot, source_domain=FFHQ2023.04 | 170.95 | |
| CDCBackbone=StyleGAN22025.12 | 170.95 | |
| DCLArchitecture=StyleGAN-V2, Source Domain=FFHQ, Resolution=256x256, Adaptation Setup=10-shot2022.10 | 171.42 | |
| DCLshots=10-shot, source_domain=FFHQ2023.04 | 171.42 |