Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification

Yongcan Yu, Lijun Sheng, Ran He +1

Test-time adaptation (TTA) is a technique aimed at enhancing the generalization performance of models by leveraging unlabeled samples solely during prediction. Given the need for r…