Easiest way I find is to:
Right click project
Debug as -> Maven build ...
In the goals field put -Dmaven.surefire.debug test
In the parameters put a new parameter called forkCount with a value of 0 (previously was forkMode=never but it is deprecated and doesn't work anymore)
Set your breakpoints down and run this configuration and it should hit the breakpoint.