PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers

Jiachen Yao, Zi-Siang Hsu, Xi Deng +5

Generative models are increasingly used to solve scientific inverse problems, but existing evaluations still focus primarily on whether a method can produce a single plausible reco…