The latter contains more than 50,000 reactions. We extracted a representative subset comprising only unbalanced reactions and selected validation datasets based on three different strategies, resulting in the following three datasets. The USPTO Random Class dataset (Urnd) was chosen utilizing a stratified sampling method across ten varied chemical reaction classes. Additionally, the USPTO Different dataset (Udiff)