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Tian-Zuo Wang

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#machine learning Preprint Sep 2026

CausalArena: Benchmarking Causal Discovery in the Foundation Model Era

CausalArena is introduced, a unified and evolvable benchmark for causal discovery under a common protocol, and substantial ranking shifts across SCM families and protocols are revealed, showing that strong performance in one benchmark regime does not reliably transfer to others.

Zi-Rong Li, Si-Zhuang Liu, Tian-Zuo Wang et al. · 0 citations