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SotA/Methodology/Density Estimation/UCI GAS

Density Estimation on UCI GAS

Metric: Log-likelihood (higher is better)

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#Model↕Log-likelihood▼AugmentationsPaperDate↕Code
1B-NAF12.06NoBlock Neural Autoregressive Flow2019-04-09Code
2DDE9.73NoLearning Generative Models using Denoising Densi...2020-01-08Code
3FFJORD8.59NoFFJORD: Free-form Continuous Dynamics for Scalab...2018-10-02Code
4MADE MoG8.47NoMADE: Masked Autoencoder for Distribution Estima...2015-02-12Code