ooh no dont delete it! Then you'd have missing files and the game will crash. Just "replace" it.
But just in case anything goes wrong, backup the maps folder before doing anything to it.
Specs: AMD Phenom II 940 3ghz, ATI Radeon HD 5870, 4gb DDR2 800, Windows 7 Professional x64