Interestingly the answer is neither if you rate it on accident per mile driven. In insurance circles it is now often the norm for companies to ask policy holders to state the number of milesper year they expect to drive.
The womens average is 60% or thereabouts that of mens.
Taking this into factor then I believe that the statistics run about even. Women usually get lower premiums due to declaring a lower expectation