Unlike many entries in the series, (and its ACA NEOGEO port) does not actually have a formal story.
While there isn't a story mode, the game features a few narrative-adjacent elements: KOF 2002 ACA NEOGEO
The ending typically just shows the various teams celebrating or interacting in humorous, non-canonical ways after Rugal's defeat. Unlike many entries in the series, (and its