Image Generation on Panda 100-shot (train)
3.04FIDDANI
Evaluation Results
| Method | Links | |
|---|---|---|
| DANIshot_count=100-shot2026.02 | 3.04 | |
| QADDRSshot_count=100-shot2026.02 | 3.08 | |
| HP-GANshot_count=100-shot2026.02 | 3.34 | |
| Diffusion GANshot_count=100-shot2026.02 | 3.39 | |
| Projected GANshot_count=100-shot2026.02 | 3.98 | |
| FakeCLRshot_count=100-shot2026.02 | 8.42 | |
| GenCoshot_count=100-shot2026.02 | 9.49 | |
| InsGenshot_count=100-shot2026.02 | 9.85 | |
| FastGANshot_count=100-shot2026.02 | 10.03 | |
| LeCam GANshot_count=100-shot2026.02 | 10.16 | |
| EDM + DAshot_count=100-shot, data_augmentation=true2026.02 | 10.81 | |
| StyleGAN2 + DiffAugmentPre-training=No2020.06 | 12.06 | |
| StyleGAN2-DAshot_count=100-shot, data_augmentation=true2026.02 | 12.06 | |
| StyleGAN2-ADAshot_count=100-shot, adaptive_discriminator_augmentation=true2026.02 | 12.9 | |
| Patch Diffusionshot_count=100-shot2026.02 | 13.25 | |
| FreezeD + DiffAugmentPre-training=Yes2020.06 | 14.5 | |
| MineGANPre-training=Yes2020.06 | 14.84 | |
| MineGANshot_count=100-shot2026.02 | 14.84 | |
| TransferGAN + DiffAugmentPre-training=Yes2020.06 | 17.12 | |
| TFGAN+DAshot_count=100-shot, data_augmentation=true2026.02 | 17.12 | |
| FreezeDPre-training=Yes2020.06 | 17.95 | |
| FreezeDshot_count=100-shot2026.02 | 17.95 | |
| Scale/shiftPre-training=Yes2020.06 | 21.38 | |
| Scale/shiftshot_count=100-shot2026.02 | 21.38 | |
| TransferGANPre-training=Yes2020.06 | 23.2 | |
| TFGANshot_count=100-shot2026.02 | 23.2 | |
| StyleGAN2Pre-training=No2020.06 | 34.27 | |
| StyleGAN2shot_count=100-shot2026.02 | 34.27 |