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Density Estimation On Mnist

Metrics

COV-L2
MMD-L2
NLL (bits/dim)

Results

Performance results of various models on this benchmark

Paper Title
FFJORD96.4%17.30.99FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models
RNODE--0.97How to train your neural ODE: the world of Jacobian and kinetic regularization
Identity--0.134Backpropagation through Combinatorial Algorithms: Identity with Projection Works
PaddingFlow100%11.0-PaddingFlow: Improving Normalizing Flows with Padding-Dimensional Noise
MADE MoG---Masked Autoregressive Flow for Density Estimation
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Density Estimation On Mnist | SOTA | HyperAI