Radians are dimensionless. So as your intuition would tell you the correct units for rotational energy, which is an energy, are joules or N.m.
Taken from Graham Kemp's response in https://math.stackexchange.com/questions/803955/why-radian-is-dimensionless
"Thus the radian measure of angle as...