If you catch a girl staring at you and she looks away quickly when you have eye contact does that mean she likes you?

Not always. She could just be observing you because she's in a new environment or you were doing something and she wants to watch you, there are millions of reasons. If she looks away that could mean she was embarrassed to be seen staring at you. It all depends on the scenario.