New preprint on evaluating novelty and quality of crystal structures generated by generative models
New preprint on assessing novelty and quality of crystal structures generated by generative models.
We developed a distributional metric for evaluating material generative models. It is based on the theory of optimal transport. The metric captures both novelty and quality of the generated structures.
Find the preprint here: https://arxiv.org/abs/2512.09514