PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers
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 reconstruction. This is insufficient for ill-posed problems, where multiple solutions may be consistent with the same sparse or noisy observatio...
Jia-Chen Yao, Zi-Siang Hsu, Xi Deng et al.
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