A Survey on Evaluation of Out-of-Distribution Generalization

Han Yu, Jiashuo Liu, Xingxuan Zhang +2

Machine learning models, while progressively advanced, rely heavily on the IID assumption, which is often unfulfilled in practice due to inevitable distribution shifts. This render…