Generative Image Synthesis on TinyImageNet
15.43FIDDense Baseline
Evaluation Results
| Method | Links | |
|---|---|---|
| Dense BaselineArchitecture=BigGAN, Generator density=100%, Discriminator density=100%2023.02 | 15.43 | |
| ADAPT_strictArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.02 | 16.02 | |
| ADAPT_strictArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.02 | 16.93 | |
| ADAPT_strictArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.02 | 17.37 | |
| SDST-Balance-RigLArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.02 | 17.45 | |
| SDST-Strong-RigLArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.02 | 17.45 | |
| STATIC-BalanceArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.02 | 17.51 | |
| STATIC-StrongArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.02 | 17.51 | |
| STATIC-StrongArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.02 | 17.9 | |
| SDST-Strong-RigLArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.02 | 18.29 | |
| SDST-Balance-RigLArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.02 | 18.57 | |
| STATIC-BalanceArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.02 | 18.86 | |
| ADAPT_strictArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.02 | 18.89 | |
| SDST-Balance-RigLArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.02 | 19.33 | |
| SDST-Strong-SETArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.02 | 20.24 | |
| SDST-Strong-RigLArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.02 | 20.43 | |
| SDST-Balance-SETArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.02 | 21.2 | |
| SDST-Strong-SETArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.02 | 21.2 | |
| SDST-Balance-SETArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.02 | 21.3 | |
| SDST-Balance-RigLArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.02 | 21.6 | |
| STATIC-BalanceArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.02 | 21.67 | |
| SDST-Balance-SETArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.02 | 21.8 | |
| SDST-Strong-RigLArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.02 | 21.9 | |
| SDST-Strong-SETArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.02 | 22 | |
| SDST-Strong-SETArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.02 | 22.68 | |
| STATIC-StrongArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.02 | 23.93 | |
| SDST-Balance-SETArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.02 | 25.39 | |
| STATIC-BalanceArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.02 | 28.78 | |
| STATIC-StrongArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.02 | 33.01 |