AI RESEARCH
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors
arXiv CS.CV
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ArXi:2605.10434v1 Announce Type: new Commercial video generation systems such as Seedance2.0 and Veo3.1 have rapidly improved, strengthening the view that video generators may be evolving into "world simulators." Yet the community still lacks a benchmark that directly tests whether a model can reason about how an observed world should evolve over time. We