Generative Image Synthesis on STL-10 SNGAN
29.7FIDPost-hoc pruning
Evaluation results
| Method | Links | |
|---|---|---|
| Post-hoc pruningGenerator density=50%2023.02 | 29.7 | |
| Dense BaselineGenerator density=100%2023.02 | 29.71 | |
| Dense BaselineGenerator density=100%2023.02 | 29.71 | |
| ADAPTrelaxGenerator density=50%2023.02 | 29.96 | |
| ADAPTrelaxGenerator density=50%2023.02 | 29.96 | |
| SDST-Strong-RigLGenerator density=50%2023.02 | 30.18 | |
| SDST-Strong-RigLGenerator density=50%2023.02 | 30.18 | |
| SDST-Balance-RigLGenerator density=50%2023.02 | 30.3 | |
| SDST-Balance-RigLGenerator density=50%2023.02 | 30.3 | |
| SDST-Balance-SETGenerator density=50%2023.02 | 30.37 | |
| SDST-Balance-SETGenerator density=50%2023.02 | 30.37 | |
| SDST-Strong-SETGenerator density=50%2023.02 | 31.08 | |
| SDST-Strong-SETGenerator density=50%2023.02 | 31.08 | |
| SDST-Strong-RigLGenerator density=30%2023.02 | 31.41 | |
| SDST-Strong-RigLGenerator density=30%2023.02 | 31.41 | |
| ADAPTrelaxGenerator density=30%2023.02 | 31.71 | |
| ADAPTrelaxGenerator density=30%2023.02 | 31.71 | |
| SDST-Balance-RigLGenerator density=30%2023.02 | 31.83 | |
| SDST-Balance-RigLGenerator density=30%2023.02 | 31.83 | |
| Post-hoc pruningGenerator density=30%2023.02 | 31.98 | |
| ADAPTrelaxGenerator density=20%2023.02 | 33.06 | |
| ADAPTrelaxGenerator density=20%2023.02 | 33.06 | |
| SDST-Strong-RigLGenerator density=20%2023.02 | 33.25 | |
| SDST-Strong-RigLGenerator density=20%2023.02 | 33.25 | |
| SDST-Balance-RigLGenerator density=20%2023.02 | 33.9 | |
| SDST-Balance-RigLGenerator density=20%2023.02 | 33.9 | |
| ADAPTrelaxGenerator density=10%2023.02 | 35.98 | |
| ADAPTrelaxGenerator density=10%2023.02 | 35.98 | |
| Post-hoc pruningGenerator density=20%2023.02 | 37.12 | |
| STATIC-StrongGenerator density=50%2023.02 | 37.47 | |
| STATIC-StrongGenerator density=50%2023.02 | 37.47 | |
| STATIC-BalanceGenerator density=50%2023.02 | 37.68 | |
| STATIC-BalanceGenerator density=50%2023.02 | 37.68 | |
| SDST-Strong-SETGenerator density=30%2023.02 | 37.99 | |
| SDST-Strong-SETGenerator density=30%2023.02 | 37.99 | |
| SDST-Balance-SETGenerator density=30%2023.02 | 39.93 | |
| SDST-Balance-SETGenerator density=30%2023.02 | 39.93 | |
| STATIC-BalanceGenerator density=30%2023.02 | 41.73 | |
| STATIC-BalanceGenerator density=30%2023.02 | 41.73 | |
| STATIC-StrongGenerator density=30%2023.02 | 42.06 | |
| STATIC-StrongGenerator density=30%2023.02 | 42.06 | |
| SDST-Balance-RigLGenerator density=10%2023.02 | 43.08 | |
| SDST-Balance-RigLGenerator density=10%2023.02 | 43.08 | |
| STATIC-StrongGenerator density=20%2023.02 | 43.85 | |
| STATIC-StrongGenerator density=20%2023.02 | 43.85 | |
| STATIC-BalanceGenerator density=20%2023.02 | 44.67 | |
| STATIC-BalanceGenerator density=20%2023.02 | 44.67 | |
| SDST-Balance-SETGenerator density=20%2023.02 | 46.58 | |
| SDST-Balance-SETGenerator density=20%2023.02 | 46.58 | |
| STATIC-BalanceGenerator density=10%2023.02 | 48.18 | |
| STATIC-BalanceGenerator density=10%2023.02 | 48.18 | |
| SDST-Strong-SETGenerator density=20%2023.02 | 49.96 | |
| SDST-Strong-SETGenerator density=20%2023.02 | 49.96 | |
| STATIC-StrongGenerator density=10%2023.02 | 52.48 | |
| STATIC-StrongGenerator density=10%2023.02 | 52.48 | |
| SDST-Strong-RigLGenerator density=10%2023.02 | 53.65 | |
| SDST-Strong-RigLGenerator density=10%2023.02 | 53.65 | |
| SDST-Balance-SETGenerator density=10%2023.02 | 56.41 | |
| SDST-Balance-SETGenerator density=10%2023.02 | 56.41 | |
| Post-hoc pruningGenerator density=10%2023.02 | 57.28 | |
| SDST-Strong-SETGenerator density=10%2023.02 | 67.37 | |
| SDST-Strong-SETGenerator density=10%2023.02 | 67.37 |