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HERMES++ achieves state-of-the-art performance in both future point cloud prediction and 3D scene understanding by unifying these tasks within a single driving world model.
Autonomous driving validation gets a shot in the arm: OVPD offers a proving ground dataset that fuses real vehicle dynamics with controllable virtual environments, enabling more realistic and diagnosable testing.
World models can now remember and realistically regenerate dynamic objects that temporarily disappear from view, thanks to a novel hybrid memory architecture.
