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ResearchFormerly WizWand

Likelihood Estimation on CIFAR-10 original (test)

2.65BPDVDM
2.63282.74892.8652.9811Apr 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
VDMModel Category=Diffusion, Noise Schedule=Modified, Data Augmentation=None2023.042.65
Reflected DiffusionModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None, Evaluation Protocol=Likelihood bound2023.042.68
VDMModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.042.7
ARDMModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.042.71
Sparse TransformerModel Category=Non-diffusion, Data Augmentation=None2023.042.8
ScoreFlowModel Category=Diffusion, Noise Schedule=Modified, Data Augmentation=None2023.042.83
ScoreFlowModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.042.86
Pixel-CNN++Model Category=Non-diffusion, Data Augmentation=None2023.042.92
ScoreSDEModel Category=Diffusion, Noise Schedule=No Modifications, Data Augmentation=None2023.042.99
Flow++Model Category=Non-diffusion, Data Augmentation=None2023.043.08