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In a user study published by the IEEE Transactions on Human-Machine Systems, we have compared different versions of mobile 3D maps. Users walked in a real, large, complex building, finding locations with the help of a smartphone app. 3D third-person perspective maps obtained better results than both 3D first-person perspective and traditional 2D maps.