A memory retry-read method, a memory storage device and a memory control circuit unit are provided. The method includes: setting a sequence of several retry-read parameter groups according to several weights of the retry-read parameter groups; reading data from a physical programming unit according to a read voltage; if the data are unable to be corrected by a corresponding ECC code, choosing an adjustment retry-read parameter group from the retry-read parameter groups; retrying reading new data from the physical programming unit according to the adjustment retry-read parameter group; if the new data are able to be corrected by the corresponding ECC code, determining the adjustment retry-read parameter group to be an available retry-read parameter group; and adjusting the weight of the available retry-read parameter group.