Improved model performance is crucial because it enhances the accuracy of disease predictions and the effectiveness of public health interventions. High-performing models can help allocate resources more efficiently, implement timely interventions, and ultimately, save lives. For instance, better models can more accurately predict the spread of infectious diseases like influenza or COVID-19, leading to more effective containment measures.