The Maritime Museum is good but if you only have a limited time I would rather recommend the Viking Ship Museum. The Oseberg ship and the Gokstad ship are simply stunning.

It can be found at Huk Aveny 35. Open Mon-Sat 9 till 6 Sun 10 till 4

It costs about 60 Krone (about £6) entrance and is worth every ore in my mind