Image Generation On Ffhq U
Metrics
EQ-R
EQ-T
FID
Results
Performance results of various models on this benchmark
Model Name | EQ-R | EQ-T | FID | Paper Title | Repository |
|---|---|---|---|---|---|
| StyleGAN2 + Simplified generator | 10.41 | 19.47 | 5.21 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 + Non-critical sampling | 10.84 | 43.90 | 4.78 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 + No noise inputs | 10.84 | 15.81 | 4.54 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 + Rotation equiv. (Alias-Free-R) | 40.48 | 66.65 | 4.50 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 + Transformed Fourier features | 10.61 | 45.20 | 4.64 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 + Flexible layers (Alias-Free-T) | 13.12 | 63.01 | 4.62 | Alias-Free Generative Adversarial Networks | |
| Alias-Free-R | 47.64 | 64.78 | 3.66 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 + Fourier features | 10.81 | 16.23 | 4.79 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 + Boundaries & upsampling | 10.97 | 24.62 | 6.02 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 | - | - | 5.14 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 + Filtered nonlinearities | 10.81 | 30.60 | 6.35 | Alias-Free Generative Adversarial Networks | |
| Alias-Free-T | 13.95 | 61.69 | 3.67 | Alias-Free Generative Adversarial Networks | |
| StyleGAN2 (70000 img, 1024^2, train from scratch) | 10.79 | 15.89 | 3.79 | Alias-Free Generative Adversarial Networks |
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