Image Generation on AnimalFace Dog
16.38FIDHP GAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HP GAN2026.02 | 16.38 | 0.25 | 99.3 | 24.2 | |
| Projected GAN2026.02 | 17.88 | 0.03 | 99.8 | 9.5 | |
| DA+CHAINMA=true, PT=false, Backbone=StyleGAN22024.03 | 30.88 | — | — | — | |
| ADA+CHAINMA=true, PT=false, Backbone=StyleGAN22024.03 | 39.1 | — | — | — | |
| FakeCLRMA=true, PT=false, Backbone=StyleGAN22024.03 | 42.02 | — | — | — | |
| InsGenMA=true, PT=false, Backbone=StyleGAN22024.03 | 44.93 | — | — | — | |
| AugSelfMA=true, PT=false, Backbone=StyleGAN22024.03 | 48.19 | — | — | — | |
| GenCoMA=true, PT=false, Backbone=StyleGAN22024.03 | 49.63 | — | — | — | |
| KDDLGANMA=false, PT=true, Backbone=StyleGAN22024.03 | 50.22 | — | — | — | |
| +CHAINMA=false, PT=false, Backbone=StyleGAN22024.03 | 53.27 | — | — | — | |
| LeCamMA=true, PT=false, Backbone=StyleGAN22024.03 | 54.88 | — | — | — | |
| ADAMA=true, PT=false, Backbone=StyleGAN22024.03 | 56.83 | — | — | — | |
| DAMA=true, PT=false, Backbone=StyleGAN22024.03 | 58.85 | — | — | — | |
| StyleGAN-ADA+DigGANResolution=256x256, Maximum training length=600k images, Regularization weight=1002022.11 | 59 | — | — | — | |
| ADA+DigGANMA=true, PT=false, Backbone=StyleGAN22024.03 | 59 | — | — | — | |
| ADA2026.02 | 60.9 | 22.52 | 84.1 | 3.6 | |
| FastGAN2026.02 | 62.11 | 22.11 | 84.9 | 1.5 | |
| TransferGANMA=false, PT=true, Backbone=StyleGAN22024.03 | 65.57 | — | — | — | |
| StyleGAN-ADAResolution=256x256, Maximum training length=600k images, Regularization weight=1002022.11 | 66.25 | — | — | — | |
| AdvAugMA=true, PT=false, Backbone=StyleGAN22024.03 | 68.28 | — | — | — | |
| StyleGAN2MA=false, PT=false, Backbone=StyleGAN22024.03 | 131.9 | — | — | — |