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Papers Benchmarks Datasets Tasks

Counterfactual Fairness research benchmarks · SOTA2 Research

Counterfactual Fairness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Counterfactual Open-Ended (Open-CF)

1.6Sentiment Parity

5

May 4, 2026

DecodingTrust Stereotype

0.9Sentiment Parity

5

May 4, 2026

0.1Sentiment Parity

5

May 4, 2026

RealToxicityPrompts RTP-N

0.006Sentiment Parity

5

May 4, 2026

RealToxicityPrompts RTP-C

0.2Sentiment Parity

5

May 4, 2026

Popular datasets

RealToxicityPrompts DialogSum DecodingTrust Counterfactual Open-Ended

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