Likelihood Estimation on CIFAR-10 original (test)
2.65BPDVDM
Evaluation Results
| Method | Links | |
|---|---|---|
| VDMModel Category=Diffusion, Noise Schedule=Modified, Data Augmentation=None2023.04 | 2.65 | |
| Reflected DiffusionModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None, Evaluation Protocol=Likelihood bound2023.04 | 2.68 | |
| VDMModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.04 | 2.7 | |
| ARDMModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.04 | 2.71 | |
| Sparse TransformerModel Category=Non-diffusion, Data Augmentation=None2023.04 | 2.8 | |
| ScoreFlowModel Category=Diffusion, Noise Schedule=Modified, Data Augmentation=None2023.04 | 2.83 | |
| ScoreFlowModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.04 | 2.86 | |
| Pixel-CNN++Model Category=Non-diffusion, Data Augmentation=None2023.04 | 2.92 | |
| ScoreSDEModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.04 | 2.99 | |
| Flow++Model Category=Non-diffusion, Data Augmentation=None2023.04 | 3.08 |