Benchmarking Simulation-Based Inference

We present a benchmark suite for simulation-based inference, systematically evaluating different methods across tasks with varying dimensionality, simulation budgets, and amortization requirements.

April 2021 · Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke