AI RESEARCH
MotionScape: A Large-Scale Real-World Highly Dynamic UAV Video Dataset for World Models
arXiv CS.CV
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ArXi:2604.07991v1 Announce Type: new Recent advances in world models have nstrated strong capabilities in simulating physical reality, making them an increasingly important foundation for embodied intelligence. For UAV agents in particular, accurate prediction of complex 3D dynamics is essential for autonomous navigation and robust decision-making in unconstrained environments. However, under the highly dynamic camera trajectories typical of UAV views, existing world models often struggle to maintain spatiotemporal physical consistency. A key reason lies in the distribution bias of current