Despite dominating, David Moyes' side found themselves trailing to Clint Dempsey's 76th-minute deflected strike.
However, Steven Pienaar headed an 90th-minute equaliser and Nikica Jelavic turned home the winner in added time to extend their unbeaten home league record to 12 matches.
Source: PA
Source: PA