Based on the numerical prediction products of MM5 mesoscale model, the precipitation prediction of the model during June to October of 2001 in Yunnan are assessed. The results show that the threat score (TS) of precipitation prediction from 0.1mm to 50mm is higher in most part of Yunnan, but the TS of heavy rain prediction is not satisfactory in this area.