Two types of low-coherence millimeter-wave sources for photonic millimeter-wave ellipsometry are compared. A broadband signal (125-GHz bandwidth) or a narrowband one (0.5-GHz bandwidth) is used to measure the complex relative dielectric constants of purified water, and the narrowband signal is revealed to be suitable for accurate measurement.