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Papers Benchmarks Datasets Tasks

Causal Auditing research benchmarks · SOTA2 Research

Causal Auditing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic DGP Atlas Moderate

19False Positive Rate (FPR)

3

Apr 6, 2026

Synthetic DGP Atlas Clean (no violations)

No-Audit Baseline

8False Positive Rate

3

Apr 6, 2026

Synthetic DGP Atlas Severe

Simple Heuristic

52False Positive Rate

2

Apr 6, 2026

Popular datasets

Synthetic DGP Atlas

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