Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models

Xu Shen, Yili Wang, Kaixiong Zhou +2

The open-world test dataset is often mixed with out-of-distribution (OOD) samples, where the deployed models will struggle to make accurate predictions. Traditional detection metho…