We have presented an improvement to the efficiency of quasirandom structure searching for crystal structure prediction of molecular crystals by combining the generation of trial structures using a low-discrepancy sequence with Monte Carlo basin hopping to explore for low energy crystal structures. The quasi-random seeds used as starting points for basin hopping provide a uniform coverage of the energy landscape, so that the role of basin hopping is to thoroughly explore for low energy structures in the region of its starting point.