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Abusive language detection research benchmarks · SOTA2 Research

Abusive language detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ContextAbuse (test)

91.6A-F1

7

Mar 30, 2026

Darkweb, PAN12, and Roman Urdu dataset (5-fold cross-validation)

99.1Average Precision (AP)

7

Mar 12, 2026

0.762Mean F1

4

Feb 26, 2026

82F1 Score

4

Feb 26, 2026

73F1 Score

4

Feb 26, 2026

61F1 Score

4

Feb 26, 2026

Best system (original shared task)

0.651Macro F1

3

Feb 26, 2026

AbusEval (test)

76.5Macro F1

3

Feb 26, 2026

OffensEval 2019 (test)

Liu et al. (2019) (Best system)

0.829Macro F1

3

Feb 26, 2026

IoToxiCat Abusive Catalan (test)

79Accuracy

2

Feb 26, 2026

Popular datasets

Wiki CAD OffensEval AbusEval HatEval

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