BirdDreams: Joint Perspective and BEV Video Generation for a Plausible, Reactive Driving World Model

BirdDreams is an autoregressive driving world model that jointly generates perspective video and a schematic bird's-eye-view BEV video. The BEV depicts roads and vehicles as simple shapes at a fixed metric scale. Perspective video retains scene details like traffic signals and object appearance.