Unconditional GAN on Animal Face (full)
78.77Bear FID (Best)FreezeD
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FreezeDBackbone=StyleGAN, Pre-trained=FFHQ, Resolution=256x256, Iterations=50,000, Frozen layers=Discriminator until layer 42020.02 | 78.77 | 78.77 | 69.64 | 69.97 | 86.2 | 86.53 | 84.32 | 84.39 | 78.67 | 79.73 | 61.46 | 61.67 | 88.82 | 89.14 | 82.15 | 82.62 | 80 | 80.24 | 73.51 | 73.89 | 73.49 | 73.59 | 82.31 | 82.61 | 81.72 | 82.3 | 72.19 | 72.62 | 77.79 | 78.07 | 83.22 | 83.31 | 85.65 | 85.65 | 84.33 | 84.55 | 71.26 | 71.54 | 76.47 | 76.47 | |
| Fine-tuningBackbone=StyleGAN, Pre-trained=FFHQ, Resolution=256x256, Iterations=50,0002020.02 | 82.82 | 84.38 | 71.76 | 73.47 | 88.1 | 88.83 | 87.07 | 87.46 | 82.11 | 84.04 | 64.28 | 67.42 | 92.54 | 92.54 | 85.52 | 86.88 | 84.1 | 84.33 | 76.62 | 76.72 | 76.86 | 78.36 | 86.7 | 87.3 | 84.95 | 85.61 | 74.29 | 76.07 | 81.24 | 81.36 | 85.31 | 86.08 | 89.11 | 89.82 | 86.98 | 87.89 | 73.21 | 75.06 | 79.97 | 81.37 |