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README.md
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## Scope and limitations
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The primary setting is deterministic, static, single-agent, human-scale navigation with action-conditioned video generation. Dynamic subjects, stochastic exogenous events, non-rigid physics, multi-agent interaction, and non-human-scale navigation require synchronized state annotations or complementary benchmarks. GT-anchor pixel metrics can conflate control-scale mismatch with generation error when interfaces are not aligned; the common-camera SC track reduces this confound but does not equalise all model factors.
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## Citation
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```bibtex
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@inproceedings{reasoningstructuredvideos2026,
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title = {Reasoning-Structured Videos: A Stratified Diagnostic Suite for Compositional Consistency in World Models},
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author = {Qing, Zhongfei and Cai, Zhongang and Yang, Zhitao and Yang, Lei},
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booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track},
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year = {2026}
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}
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```
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## Scope and limitations
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The primary setting is deterministic, static, single-agent, human-scale navigation with action-conditioned video generation. Dynamic subjects, stochastic exogenous events, non-rigid physics, multi-agent interaction, and non-human-scale navigation require synchronized state annotations or complementary benchmarks. GT-anchor pixel metrics can conflate control-scale mismatch with generation error when interfaces are not aligned; the common-camera SC track reduces this confound but does not equalise all model factors.
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