Image Generation on CIFAR-100 (train)
2.72FIDCBDM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CBDM2023.04 | 2.72 | 0.97 | 67 | 14.03 | 96 | |
| DDPM2023.04 | 3.11 | 0.97 | 65 | 13.65 | 96 | |
| CR-BigGAN + DiffAugmentArchitecture=CR-BigGAN, Training Data Percentage=100%, DiffAugment=true2020.06 | 11.25 | — | — | — | — | |
| CR-BigGANArchitecture=CR-BigGAN, Training Data Percentage=100%, DiffAugment=false2020.06 | 11.26 | — | — | — | — | |
| BigGAN + DiffAugmentArchitecture=BigGAN, Training Data Percentage=100%, DiffAugment=true2020.06 | 12 | — | — | — | — | |
| BigGANArchitecture=BigGAN, Training Data Percentage=100%, DiffAugment=false2020.06 | 12.87 | — | — | — | — | |
| StyleGAN2 + DiffAugmentArchitecture=StyleGAN2, Training Data Percentage=100%, DiffAugment=true2020.06 | 15.22 | — | — | — | — | |
| StyleGAN2Architecture=StyleGAN2, Training Data Percentage=100%, DiffAugment=false2020.06 | 16.54 | — | — | — | — | |
| StyleGAN2 + DiffAugmentArchitecture=StyleGAN2, Training Data Percentage=20%, DiffAugment=true2020.06 | 16.65 | — | — | — | — | |
| CR-BigGAN + DiffAugmentArchitecture=CR-BigGAN, Training Data Percentage=20%, DiffAugment=true2020.06 | 20.28 | — | — | — | — | |
| StyleGAN2 + DiffAugmentArchitecture=StyleGAN2, Training Data Percentage=10%, DiffAugment=true2020.06 | 20.75 | — | — | — | — | |
| BigGAN + DiffAugmentArchitecture=BigGAN, Training Data Percentage=20%, DiffAugment=true2020.06 | 22.14 | — | — | — | — | |
| CR-BigGAN + DiffAugmentArchitecture=CR-BigGAN, Training Data Percentage=10%, DiffAugment=true2020.06 | 26.9 | — | — | — | — | |
| StyleGAN2Architecture=StyleGAN2, Training Data Percentage=20%, DiffAugment=false2020.06 | 32.3 | — | — | — | — | |
| BigGANArchitecture=BigGAN, Training Data Percentage=20%, DiffAugment=false2020.06 | 33.11 | — | — | — | — | |
| BigGAN + DiffAugmentArchitecture=BigGAN, Training Data Percentage=10%, DiffAugment=true2020.06 | 33.7 | — | — | — | — | |
| CR-BigGANArchitecture=CR-BigGAN, Training Data Percentage=20%, DiffAugment=false2020.06 | 36.91 | — | — | — | — | |
| StyleGAN2Architecture=StyleGAN2, Training Data Percentage=10%, DiffAugment=false2020.06 | 45.87 | — | — | — | — | |
| CR-BigGANArchitecture=CR-BigGAN, Training Data Percentage=10%, DiffAugment=false2020.06 | 47.16 | — | — | — | — | |
| BigGANArchitecture=BigGAN, Training Data Percentage=10%, DiffAugment=false2020.06 | 66.71 | — | — | — | — |