Hi kafri09, welcome to PF. Hardness is a measure of resistance to yield (plastic deformation), and the yield strength

has units of stress. Thus, the Vickers and Brinell hardness measurements, which are related to

, do too. The Rockwell hardness is measured on a calibrated scale, where the calibration points correspond to well-defined tests on well-defined materials (similar to the temperature scale, which is calibrated by certain equilibrium phase change reactions). Does this answer your question?