Image Generation on Grumpy cat 100-shot (train)
13.21FIDHP-GAN
Evaluation Results
| Method | Links | |
|---|---|---|
| HP-GANshot_count=100-shot2026.02 | 13.21 | |
| QADDRSshot_count=100-shot2026.02 | 14.72 | |
| DANIshot_count=100-shot2026.02 | 14.92 | |
| Diffusion GANshot_count=100-shot2026.02 | 15.13 | |
| Projected GANshot_count=100-shot2026.02 | 15.8 | |
| GenCoshot_count=100-shot2026.02 | 17.79 | |
| FakeCLRshot_count=100-shot2026.02 | 19.56 | |
| InsGenshot_count=100-shot2026.02 | 22.01 | |
| LeCam GANshot_count=100-shot2026.02 | 24.93 | |
| StyleGAN2-ADAshot_count=100-shot, adaptive_discriminator_augmentation=true2026.02 | 26.62 | |
| FastGANshot_count=100-shot2026.02 | 26.65 | |
| StyleGAN2 + DiffAugmentPre-training=No2020.06 | 27.08 | |
| StyleGAN2-DAshot_count=100-shot, data_augmentation=true2026.02 | 27.08 | |
| FreezeD + DiffAugmentPre-training=Yes2020.06 | 29.34 | |
| TransferGAN + DiffAugmentPre-training=Yes2020.06 | 29.77 | |
| TFGAN+DAshot_count=100-shot, data_augmentation=true2026.02 | 29.77 | |
| EDM + DAshot_count=100-shot, data_augmentation=true2026.02 | 29.94 | |
| Patch Diffusionshot_count=100-shot2026.02 | 30.89 | |
| FreezeDPre-training=Yes2020.06 | 31.22 | |
| FreezeDshot_count=100-shot2026.02 | 31.22 | |
| TransferGANPre-training=Yes2020.06 | 34.06 | |
| TFGANshot_count=100-shot2026.02 | 34.06 | |
| Scale/shiftPre-training=Yes2020.06 | 34.2 | |
| Scale/shiftshot_count=100-shot2026.02 | 34.2 | |
| MineGANPre-training=Yes2020.06 | 34.54 | |
| MineGANshot_count=100-shot2026.02 | 34.54 | |
| StyleGAN2Pre-training=No2020.06 | 48.9 | |
| StyleGAN2shot_count=100-shot2026.02 | 48.9 |