Density Estimation on CelebA YCbCr aligned and cropped (test)
4,517NLLVAE (Sph)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VAE (Sph)FLOPs=6.68e6, Covariance Factorization=spherical, Number of samples (z)=500, Image Resolution=64x642018.04 | 4,517 | 322.94 | |
| VAE (Diag)FLOPs=6.67e6, Covariance Factorization=diagonal, Number of samples (z)=500, Image Resolution=64x642018.04 | 4,598 | 341.92 | |
| β-VAE (Diag)FLOPs=6.67e6, Covariance Factorization=diagonal, Number of samples (z)=500, Image Resolution=64x642018.04 | 5,574 | 199.16 | |
| Structured Gaussian Likelihood VAEFLOPs=6.70e6, Covariance Factorization=structured, Number of samples (z)=500, Image Resolution=64x642018.04 | 8,669 | 281.91 |