If one of your unit champions slays an enemy character in a challenge, you score an additional 50 victory points in recognition of his deeds.
For example: If one of your champions slays an enemy character worth 92 victory points, you score 142 victory points (92 for the character's points cost and 50 for the Underdog Challenge).