4. Lake Tanganyika (Africa)
5. Lake Baikal (Russia)

The Aral Sea is no longer 4th. It is 15th.
Some references combine Lake Michigan and Huron and include them in the top five.

The following are the five largest lakes in the world 1 Caspian sea 2 lake superior 3 lake Victoria 4 Aral Sea