Generative Image Synthesis on CIFAR-10 SNGAN
10.6FIDADAPTrelax
Evaluation Results
| Method | Links | |
|---|---|---|
| ADAPTrelaxGenerator density=50%2023.02 | 10.6 | |
| ADAPTrelaxGenerator density=50%2023.02 | 10.6 | |
| SDST-Strong-SETGenerator density=50%2023.02 | 10.68 | |
| SDST-Strong-SETGenerator density=50%2023.02 | 10.68 | |
| Dense BaselineGenerator density=100%2023.02 | 10.74 | |
| Dense BaselineGenerator density=100%2023.02 | 10.74 | |
| SDST-Strong-RigLGenerator density=50%2023.02 | 11.35 | |
| SDST-Strong-RigLGenerator density=50%2023.02 | 11.35 | |
| SDST-Strong-SETGenerator density=30%2023.02 | 11.68 | |
| SDST-Strong-SETGenerator density=30%2023.02 | 11.68 | |
| SDST-Balance-SETGenerator density=50%2023.02 | 11.79 | |
| SDST-Balance-SETGenerator density=50%2023.02 | 11.79 | |
| Post-hoc pruningGenerator density=50%2023.02 | 11.9 | |
| STATIC-StrongGenerator density=50%2023.02 | 11.91 | |
| STATIC-StrongGenerator density=50%2023.02 | 11.91 | |
| STATIC-BalanceGenerator density=50%2023.02 | 12.24 | |
| STATIC-BalanceGenerator density=50%2023.02 | 12.24 | |
| SDST-Balance-RigLGenerator density=50%2023.02 | 12.28 | |
| SDST-Balance-RigLGenerator density=50%2023.02 | 12.28 | |
| ADAPTrelaxGenerator density=30%2023.02 | 12.38 | |
| ADAPTrelaxGenerator density=30%2023.02 | 12.38 | |
| SDST-Strong-RigLGenerator density=30%2023.02 | 12.51 | |
| SDST-Strong-RigLGenerator density=30%2023.02 | 12.51 | |
| Post-hoc pruningGenerator density=30%2023.02 | 12.99 | |
| ADAPTrelaxGenerator density=20%2023.02 | 13.19 | |
| ADAPTrelaxGenerator density=20%2023.02 | 13.19 | |
| SDST-Balance-SETGenerator density=30%2023.02 | 13.21 | |
| SDST-Balance-SETGenerator density=30%2023.02 | 13.21 | |
| SDST-Strong-SETGenerator density=20%2023.02 | 13.36 | |
| SDST-Strong-SETGenerator density=20%2023.02 | 13.36 | |
| SDST-Strong-RigLGenerator density=20%2023.02 | 13.86 | |
| SDST-Strong-RigLGenerator density=20%2023.02 | 13.86 | |
| SDST-Balance-RigLGenerator density=30%2023.02 | 14 | |
| SDST-Balance-RigLGenerator density=30%2023.02 | 14 | |
| Post-hoc pruningGenerator density=20%2023.02 | 14.07 | |
| ADAPTrelaxGenerator density=10%2023.02 | 14.19 | |
| ADAPTrelaxGenerator density=10%2023.02 | 14.19 | |
| STATIC-StrongGenerator density=30%2023.02 | 14.38 | |
| STATIC-StrongGenerator density=30%2023.02 | 14.38 | |
| STATIC-BalanceGenerator density=30%2023.02 | 15.05 | |
| STATIC-BalanceGenerator density=30%2023.02 | 15.05 | |
| SDST-Balance-RigLGenerator density=20%2023.02 | 16.36 | |
| SDST-Balance-RigLGenerator density=20%2023.02 | 16.36 | |
| SDST-Strong-SETGenerator density=10%2023.02 | 16.49 | |
| SDST-Strong-SETGenerator density=10%2023.02 | 16.49 | |
| SDST-Strong-RigLGenerator density=10%2023.02 | 17.02 | |
| SDST-Strong-RigLGenerator density=10%2023.02 | 17.02 | |
| SDST-Balance-SETGenerator density=20%2023.02 | 17.79 | |
| SDST-Balance-SETGenerator density=20%2023.02 | 17.79 | |
| STATIC-BalanceGenerator density=20%2023.02 | 19.04 | |
| STATIC-BalanceGenerator density=20%2023.02 | 19.04 | |
| STATIC-StrongGenerator density=20%2023.02 | 19.65 | |
| STATIC-StrongGenerator density=20%2023.02 | 19.65 | |
| Post-hoc pruningGenerator density=10%2023.02 | 20.89 | |
| SDST-Balance-SETGenerator density=10%2023.02 | 26.23 | |
| SDST-Balance-SETGenerator density=10%2023.02 | 26.23 | |
| STATIC-BalanceGenerator density=10%2023.02 | 26.75 | |
| STATIC-BalanceGenerator density=10%2023.02 | 26.75 | |
| STATIC-StrongGenerator density=10%2023.02 | 26.79 | |
| STATIC-StrongGenerator density=10%2023.02 | 26.79 | |
| SDST-Balance-RigLGenerator density=10%2023.02 | 27.06 | |
| SDST-Balance-RigLGenerator density=10%2023.02 | 27.06 |