The density functional theory (DFT) and linear response
(LR) time-dependent
(TD)-DFT are of the utmost importance for routine computations. However,
the single reference formulation of DFT suffers in the description
of open-shell singlet systems such as diradicals and bond-breaking.
LR-TDDFT, on the other hand, finds difficulties in the modeling of
conical intersections, doubly excited states, and core-level excitations.
In this Perspective, we demonstrate that many of these limitations
can be overcome by recently developed mixed-reference (MR) spin-flip
(SF)-TDDFT, providing an alternative yet accurate route for such challenging
situations. Empowered by the practicality of the LR formalism, it
is anticipated that MRSF-TDDFT can become one of the major workhorses
for general routine tasks.