PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers
ScientificML
PosteriorBench introduces a benchmark for evaluating how well generative inverse solvers capture true posterior distributions in scientific inverse problems, addressing limitations of pointwise accuracy metrics.
See LICENSE file inverse problemsgenerative modelsuncertainty quantification