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Causal Graph Discovery research benchmarks · SOTA2 Research

Causal Graph Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Child 20 nodes, 25 edges

46Accuracy

36

Apr 6, 2026

Asia causal graph

88Accuracy

18

Apr 6, 2026

Asia 8 nodes, 8 edges

88Accuracy

18

Apr 6, 2026

Neuropathic Pain

Ours (BFS with LLMs)

21.7Accuracy

9

Apr 6, 2026

22Accuracy

9

Apr 6, 2026

1.4SHD

9

Mar 16, 2026

CausalWorld Chain

1.9SHD

9

Mar 16, 2026

CausalWorld Stack

1.1SHD

9

Mar 16, 2026

CausalWorld Push

0.4SHD

9

Mar 16, 2026

Popular datasets

CAUSALWORLD Neuropathic pain Child asia SI-Blocks

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