Unconditional Image Generation on StackedMNIST 1000-mode (test)
1,000# ModesPresGAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PresGAN2025.01 | 1,000 | 0.12 | — | — | |
| Adv. DSM2025.01 | 1,000 | 1.49 | — | — | |
| VAEBM2025.01 | 1,000 | 0.087 | — | — | |
| DDGAN2025.01 | 1,000 | 0.071 | — | — | |
| MSGAN2025.01 | 1,000 | 0.031 | — | — | |
| R3GANconfiguration=Config E2025.01 | 1,000 | 0.029 | — | — | |
| PacGAN2025.01 | 992 | 0.28 | — | — | |
| WGAN-GP2025.01 | 959 | 0.73 | — | — | |
| StyleGAN22025.01 | 940 | 0.42 | — | — | |
| VEEGAN2025.01 | 150 | 2.85 | — | — | |
| DCGAN2025.01 | 99 | 3.4 | — | — | |
| Real data2026.05 | 1 | — | — | — | |
| LDM-CNNStage-1 objective=β-VAE AE2026.05 | 1 | — | 6.28 | 16.11 | |
| SiLD2026.05 | 1 | — | 3.55 | 7.94 |