Do Contemporary Causal Inference Models Capture Real-World Heterogeneity? Findings from a Large-Scale Benchmark

Haining Yu, Yizhou Sun
2/12/2026
Semantic Scholar

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. 1 weaker match is hidden by default — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Cite this paper

@article{yu2026contemporary,
  title  = {Do Contemporary Causal Inference Models Capture Real-World Heterogeneity? Findings from a Large-Scale Benchmark},
  author = {Haining Yu and Yizhou Sun},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:d335cd43717dfb951639ab5d087cc131eb8d1518},
  journal = {ICLR 2025 2025}
}

Discussion