Likelihood Estimation on ImageNet32 downsampled (test)
3.43BPDi-DODE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| i-DODESchedule=VP2023.05 | 3.43 | 9.09 | 152 | |
| i-DODESchedule=SP2023.05 | 3.44 | 10.31 | 138 | |
| Stochastic Interp.2023.05 | 3.48 | 8.49 | — | |
| Flow Matching2023.05 | 3.53 | 5.31 | 122 | |
| VDMModel Category=Diffusion, Noise Schedule=Modified, Data Augmentation=None2023.04 | 3.72 | — | — | |
| VDM2023.05 | 3.72 | — | — | |
| Reflected DiffusionModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None, Evaluation Protocol=Likelihood bound2023.04 | 3.74 | — | — | |
| ScoreFlowModel Category=Diffusion, Noise Schedule=Modified, Data Augmentation=None2023.04 | 3.76 | — | — | |
| ScoreFlow2023.05 | 3.82 | 10.18 | — | |
| ScoreFlowModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.04 | 3.83 | — | — | |
| Soft Truncation2023.05 | 3.9 | 8.42 | — |