  Recent work of Qi et al. arXiv:2004.11240v7 proposes a set of axioms for
tensor rank functions. The current paper presents examples showing that their
axioms allow rank functions to have some undesirable properties, and a stronger
set of axioms is suggested that eliminates these properties. Two questions
raised by Qi et al. involving the submax rank function are also answered.
