Arthur Goes to Camp (Arthur Adventures Series) by Marc Brown

With a cabin full of frogs, Arthur can't wait to leave summer camp. He runs away during the big scavenger hunt. But his friend's need Arthur's help to win against a rival camp. Where did Arthur go?