LOST:
1852 to Franklin Pierce

In the 1852 presidential election, the Whig Party declined to nominate its incumbent president, Millard Fillmore, who had succeeded to the presidency on the death of Mexican War hero General Zachary Taylor. Seeking to repeat their electoral success, the Whigs pushed Fillmore aside and nominated Scott, who faced Democrat Franklin Pierce.