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Image Generation on Panda 100-shot (train)

3.04FIDDANI
1.790810.222918.65527.0871Jun 18, 2020May 26, 2021May 4, 2022Apr 12, 2023Mar 19, 2024Feb 25, 2025Feb 3, 2026

Evaluation results

MethodLinks
DANIshot_count=100-shot2026.023.04
QADDRSshot_count=100-shot2026.023.08
HP-GANshot_count=100-shot2026.023.34
Diffusion GANshot_count=100-shot2026.023.39
Projected GANshot_count=100-shot2026.023.98
FakeCLRshot_count=100-shot2026.028.42
GenCoshot_count=100-shot2026.029.49
InsGenshot_count=100-shot2026.029.85
FastGANshot_count=100-shot2026.0210.03
LeCam GANshot_count=100-shot2026.0210.16
EDM + DAshot_count=100-shot, data_augmentation=true2026.0210.81
StyleGAN2 + DiffAugmentPre-training=No2020.0612.06
StyleGAN2-DAshot_count=100-shot, data_augmentation=true2026.0212.06
StyleGAN2-ADAshot_count=100-shot, adaptive_discriminator_augmentation=true2026.0212.9
Patch Diffusionshot_count=100-shot2026.0213.25
FreezeD + DiffAugmentPre-training=Yes2020.0614.5
MineGANPre-training=Yes2020.0614.84
MineGANshot_count=100-shot2026.0214.84
TransferGAN + DiffAugmentPre-training=Yes2020.0617.12
TFGAN+DAshot_count=100-shot, data_augmentation=true2026.0217.12
FreezeDPre-training=Yes2020.0617.95
FreezeDshot_count=100-shot2026.0217.95
Scale/shiftPre-training=Yes2020.0621.38
Scale/shiftshot_count=100-shot2026.0221.38
TransferGANPre-training=Yes2020.0623.2
TFGANshot_count=100-shot2026.0223.2
StyleGAN2Pre-training=No2020.0634.27
StyleGAN2shot_count=100-shot2026.0234.27