Accurate density functional theory simulations of warm dense matter require accurate exchange-correlation functionals with explicit temperature dependence. The simplest local-density approximations can handle homogeneous electronic landscapes, but higher-level functionals (meta-GGAs) are needed for more complex systems. fTSCAN is highly accurate across experimentally relevant densities and temperatures.