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One Ruler: A Same-Hands Re-Evaluation of Bivariate Causal Direction on Tuebingen, with a Parameter-Free Compression Baseline

arXiv cs.LG · 2026-06-24 Cached

This paper conducts a same-hands re-evaluation of bivariate causal direction methods on the Tübingen cause-effect pairs, introducing a parameter-free compression baseline that ties with SLOPE. It documents how published accuracy figures are inflated by protocol differences and releases all code and data.

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