Beyond Accuracy: Evaluating Posterior Fidelity of Diffusion Inverse Solvers

Xiaoyu Qiu, Taewon Yang, Zhanhao Liu +2

Uncertainty evaluation is critical in scientific and engineering inverse problems. However, existing benchmarks on Diffusion Inverse Solvers (DIS) primarily focus on reconstruction…