Image Generation on CelebA 64x64
Metric: bits/dimension (lower is better)
Metric: bits/dimension (lower is better)
| # | Model↕ | bits/dimension▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Efficient-VDVAE | 1.83 | No | Efficient-VDVAE: Less is more | 2022-03-25 | Code |
| 2 | CR-NVAE | 1.86 | No | Consistency Regularization for Variational Auto-... | 2021-05-31 | Code |
| 3 | DDPM++ (VP, NLL) + ST | 1.96 | No | Soft Truncation: A Universal Training Technique ... | 2021-06-10 | Code |
| 4 | UNCSN++ (RVE) + ST | 1.97 | No | Soft Truncation: A Universal Training Technique ... | 2021-06-10 | Code |
| 5 | DenseFlow-74-10 | 1.99 | No | Densely connected normalizing flows | 2021-06-08 | Code |
| 6 | DDPM++ (VP, FID) + ST | 2.1 | No | Soft Truncation: A Universal Training Technique ... | 2021-06-10 | Code |