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LAMDA-Tabular/CausalArena-leaderboard

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App README

CausalArena Leaderboard

Static dashboard for the CausalArena public release. It includes the main leaderboard, real-data checks, scaling/runtime views, taxonomy summaries, Semantic/Formula case inspection, and an SCM Gallery for browsing released grounded graphs.

The Submit page documents the audited contribution workflow. Users can download result and SCM templates from the companion dataset repository, validate packages locally, and submit results or new SCM proposals through the companion GitHub repository. The static dashboard is refreshed by maintainers after validation.

Citation

If you use CausalArena, please cite:

bibtex

@article{li2026causalarena,
  title={CausalArena: Benchmarking Causal Discovery in the Foundation Model Era},
  author={Li, Zi-Rong and Liu, Si-Yang and Wang, Tian-Zuo and Ye, Han-Jia},
  journal={arXiv preprint arXiv:2609.11897},
  year={2026},
  url={https://arxiv.org/abs/2609.11897}
}