I have a lot of favorite stages as well, and since I have so many I'll have to narrow it down by game, so here goes:
DOA2/U: Cyclotron, The Ray House, The Great Opera, Demon's Church, Burai Zenin, Dragon Hill, The Great Wall.
DOA3: Tao, X Octagon, The Aqua Palace, The Downtown, Lost World...