Research and development of microporous polyolefin hollow fiber membranes was reviewed. The cold-stretching and porous-forming mechanism and hydrophilic modification technique were discussed. Compared with common membrane materials, polyolefin microporous membrane exhibited an excellent performance and showed a good future.