Generative Image Synthesis on CIFAR-10 BigGAN
8.01FIDSDST-Balance-SET
Evaluation Results
| Method | Links | |
|---|---|---|
| SDST-Balance-SETGenerator density=50%2023.02 | 8.01 | |
| SDST-Balance-SETGenerator density=50%2023.02 | 8.01 | |
| SDST-Balance-RigLGenerator density=50%2023.02 | 8.03 | |
| SDST-Balance-RigLGenerator density=50%2023.02 | 8.03 | |
| Dense BaselineGenerator density=100%2023.02 | 8.11 | |
| Dense BaselineGenerator density=100%2023.02 | 8.11 | |
| ADAPTrelaxGenerator density=50%2023.02 | 8.22 | |
| ADAPTrelaxGenerator density=50%2023.02 | 8.22 | |
| SDST-Strong-RigLGenerator density=50%2023.02 | 8.33 | |
| SDST-Strong-RigLGenerator density=50%2023.02 | 8.33 | |
| SDST-Strong-SETGenerator density=50%2023.02 | 8.36 | |
| ADAPTrelaxGenerator density=30%2023.02 | 8.36 | |
| SDST-Strong-SETGenerator density=50%2023.02 | 8.36 | |
| ADAPTrelaxGenerator density=30%2023.02 | 8.36 | |
| STATIC-BalanceGenerator density=50%2023.02 | 8.47 | |
| STATIC-BalanceGenerator density=50%2023.02 | 8.47 | |
| ADAPTrelaxGenerator density=20%2023.02 | 8.56 | |
| ADAPTrelaxGenerator density=20%2023.02 | 8.56 | |
| STATIC-StrongGenerator density=50%2023.02 | 8.64 | |
| STATIC-StrongGenerator density=50%2023.02 | 8.64 | |
| SDST-Strong-RigLGenerator density=30%2023.02 | 8.69 | |
| SDST-Strong-RigLGenerator density=30%2023.02 | 8.69 | |
| SDST-Strong-SETGenerator density=30%2023.02 | 8.75 | |
| SDST-Strong-SETGenerator density=30%2023.02 | 8.75 | |
| Post-hoc pruningGenerator density=50%2023.02 | 8.77 | |
| SDST-Balance-RigLGenerator density=30%2023.02 | 8.86 | |
| SDST-Balance-RigLGenerator density=30%2023.02 | 8.86 | |
| SDST-Strong-RigLGenerator density=20%2023.02 | 9.11 | |
| SDST-Strong-RigLGenerator density=20%2023.02 | 9.11 | |
| SDST-Balance-SETGenerator density=30%2023.02 | 9.13 | |
| SDST-Balance-SETGenerator density=30%2023.02 | 9.13 | |
| SDST-Balance-RigLGenerator density=20%2023.02 | 9.42 | |
| SDST-Balance-RigLGenerator density=20%2023.02 | 9.42 | |
| SDST-Strong-SETGenerator density=20%2023.02 | 9.64 | |
| SDST-Strong-SETGenerator density=20%2023.02 | 9.64 | |
| Post-hoc pruningGenerator density=30%2023.02 | 9.65 | |
| SDST-Balance-SETGenerator density=20%2023.02 | 9.87 | |
| SDST-Balance-SETGenerator density=20%2023.02 | 9.87 | |
| ADAPTrelaxGenerator density=10%2023.02 | 10.19 | |
| ADAPTrelaxGenerator density=10%2023.02 | 10.19 | |
| STATIC-BalanceGenerator density=30%2023.02 | 10.33 | |
| STATIC-BalanceGenerator density=30%2023.02 | 10.33 | |
| SDST-Strong-RigLGenerator density=10%2023.02 | 10.58 | |
| SDST-Strong-RigLGenerator density=10%2023.02 | 10.58 | |
| Post-hoc pruningGenerator density=20%2023.02 | 10.84 | |
| STATIC-StrongGenerator density=30%2023.02 | 11.19 | |
| STATIC-StrongGenerator density=30%2023.02 | 11.19 | |
| SDST-Balance-SETGenerator density=10%2023.02 | 12.41 | |
| SDST-Balance-SETGenerator density=10%2023.02 | 12.41 | |
| SDST-Balance-RigLGenerator density=10%2023.02 | 12.45 | |
| SDST-Balance-RigLGenerator density=10%2023.02 | 12.45 | |
| STATIC-BalanceGenerator density=20%2023.02 | 12.81 | |
| STATIC-BalanceGenerator density=20%2023.02 | 12.81 | |
| STATIC-StrongGenerator density=20%2023.02 | 14.26 | |
| STATIC-StrongGenerator density=20%2023.02 | 14.26 | |
| Post-hoc pruningGenerator density=10%2023.02 | 15.44 | |
| STATIC-BalanceGenerator density=10%2023.02 | 16.98 | |
| STATIC-BalanceGenerator density=10%2023.02 | 16.98 | |
| SDST-Strong-SETGenerator density=10%2023.02 | 18.94 | |
| SDST-Strong-SETGenerator density=10%2023.02 | 18.94 | |
| STATIC-StrongGenerator density=10%2023.02 | 23.48 | |
| STATIC-StrongGenerator density=10%2023.02 | 23.48 |