BayesFlow Benchmarks

Gaussian Mixture

This inference task, introduced by Sisson et al. (2007), consists of a mixture of two two-dimensional Gaussian distributions, one with much broader covariance than the other.

Reference: Sisson et. al, 2019: Sequential monte carlo without likelihoods.
Description adapted from Lueckmann et. al, 2021: Benchmarking Simulation-Based Inference

Posterior Samples

Approximation

Reference

Details