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MultiWorldBench: a diagnostic benchmark for multiplayer world models

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Paper author Zhangbo Xu and others propose MultiWorldBench, a diagnostic Minecraft benchmark for testing whether multiple independently controlled views in a multi-player world model stay consistent with one single persistent shared world. The benchmark contains 495 case configurations across seven task suites, covering ten capabilities, of which the authors list seven: independent control, cross-view motion, shared state synchronization, persistence, structural reasoning, concurrent interaction and delayed revisit.

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Oct 8
  1. arXiv Game AIPick
    MultiWorldBench: can independently controlled views describe one shared world

    The authors propose MultiWorldBench, a diagnostic Minecraft benchmark for testing whether independently controlled views in a multi-player world model stay consistent with one single persistent shared world; it contains 495 case configurations, seven task suites and ten capabilities.

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