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Papers Benchmarks Datasets Tasks

CrowS-Pairs dataset and benchmarks · SOTA2 Research

Research Datasets

CrowS-Pairs

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Fairness Evaluation

CrowS-Pairs

72.2Score

34

Counterfactual Input Evaluation

CrowS-Pairs

42.14SS

33

Religious Bias Evaluation

Multilingual CrowS-Pairs (test)

4.17Bias Score (DE)

18

Racial Bias Evaluation

Multilingual CrowS-Pairs racial bias

16.37Bias Score (DE)

18

Gender Bias Mitigation

Multilingual CrowS-Pairs gender-sensitive attributes

0.83Bias Score (DE)

18

Bias Evaluation

Crows-pairs

51.25Pct Stereotype

15

Bias Evaluation

CrowS-Pairs

50.01CS Score

13

Stereotypical Bias Evaluation

CrowS-Pairs (CP)

64.7CP Accuracy

10

Bias Evaluation

CrowS-Pairs

41.05CP-S Score

6

Bias Measurement

CrowS-Pairs (test)

65.7Gender

3

Popular tasks

Bias Evaluation Counterfactual Input Evaluation Stereotypical Bias Evaluation Gender Bias Mitigation Bias Measurement

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