The article discusses how China's commercial banks face competition from both domestic and foreign banks, leading them to improve efficiency for further development. Traditional methods for evaluating bank efficiency have limitations, such as not considering non-performing loans and ignoring internal bank structure. The article introduces an expanded network SBM model to address these shortcomings and better evaluate bank efficiency by incorporating environmental factors like business structure and staff quality.