Image Generation on STACKEDMNIST (test)
976ModesDist-GAN + MS (Ours)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Dist-GAN + MS (Ours)Architecture=K/22019.11 | 976 | 0.52 | |
| Dist-GAN + SSArchitecture=K/22019.11 | 957.5 | 0.61 | |
| Dist-GAN + MS (Ours)Architecture=K/42019.11 | 926.75 | 0.78 | |
| Pro-GANArchitecture=K/22019.11 | 919.8 | 0.82 | |
| Dist-GANArchitecture=K/22019.11 | 917.9 | 1.06 | |
| Dist-GAN + SSArchitecture=K/42019.11 | 906.75 | 0.9 | |
| Dist-GANArchitecture=K/42019.11 | 859.5 | 1.04 | |
| Pro-GANArchitecture=K/42019.11 | 859.5 | 1.05 | |
| Unrolled GANArchitecture=K/22019.11 | 817.4 | 1.43 | |
| WGAN-GPArchitecture=K/22019.11 | 772.4 | 1.35 | |
| WGAN-GPArchitecture=K/42019.11 | 640.1 | 1.97 | |
| Unrolled GANArchitecture=K/42019.11 | 372.2 | 4.66 |