Recently underwater sensor network has attracted great attention of many researchers. Here determining the location of sensor node is very important. The required information will not be useful if sensing nodes are not localized. There are various methods for localization in sensor networks but these are different in case of terrestrial sensor network and underwater sensor network. This paper explores some of the localization schemes in case of underwater sensor network and there comparison is made so that they can be utilized on basis of application requirement.