Specific Power in a battery refers to the maximum power the battery can deliver in relation to its size. Its unit is W/kg. Specific Power is an important parameter in applications such as aircraft where weight of the battery in relation to its power capacity is important. Mobile Phone batteries,too, will have a high power to weight ratio.
A battery with a high specific power value will deliver more power while having very less weight.