The League of Evil was a group of evildoers that Mr. Burns had. The group died from lack of oxygen.
Mr. Burns wanted to use them to win his war with Lisa Simpson. However, when he opened a secret room at Springfield Nuclear Power Plant where they all were trapped, he discovered that the group died from lack of oxygen. He then ordered Waylon Smithers to collect their watches.