No, bacterial and fungal leaf spot is highly contagious and doesn’t go away on its own. You must remove the infected parts and clean the tools that you used with soapy water.
Then, treat the plant with sulfur or copper-based fungicides by applying them weekly or bi-weekly, depending on the severity of the disease.