A regular rainfall should not affect reception. High winds, fog, and heavy rain, however, can interfere with reception because they affect how the TV signals reach your antenna. Poor reception in inclement weather occurs because the signals are getting disrupted as they are traveling from the towers to your antenna.
There is nothing wrong with the antenna so wait until the weather clears up and reception should improve.