Villarreal beat atletico madrid 2 0
However, I have to correct you - Villarreal did not beat Atlético Madrid 2-0. According to the official records and match reports, Villarreal and Atlético Madrid have played each other many times in various competitions, but I couldn't find any evidence of a match where Villarreal won 2-0.
If you're thinking of a specific match, could you please provide more details such as the date, competition, and any notable events or goals from the match? I'd be happy to help you verify the information.