SBI Benchmark

The sbibm benchmark suite by Lueckmann et. al, as presented in Benchmarking Simulation-Based Inference. For details on the benchmarks, refer to their accompanying website. The benchmarks are accessed via the sbibm package.

Thanks to the authors for providing this easily accessible package.

Tasks

• Gaussian Mixture

• SIR

• Gaussian Linear

• Two Moons

• Lotka-Volterra

• Gaussian Linear Uniform

• SLCP with Distractors

• Bernoulli GLM

• Bernoulli GLM Raw

• SLCP