Large-scale floated single-crystal flower-like films were synthesized without any surfactants in a one-step hydrothermal reaction. Enhanced light-harvesting performance was obtained compared to vertical nanorod arrays, and significant improvements of photoelectric conversion efficiency have been achieved in the dye-sensitized solar cells using the films as photoanodes or scattering layers.