This paper aims at optimizing fire risk assessment for highway bridges using different classification schemes. Based on results, highway bridges are categorized into three groups according to fire risk levels and compared to actual cases of fire incidents. From comparisons, it is required to determine the proper classification scheme according to type of risk and data.