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Argument Classification research benchmarks · SOTA2 Research

Argument Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AMPERE (ROBERTa)

74.2F1 Score

63

Feb 26, 2026

AMPERE (ROBERTa)

76.6F1 Score

48

Feb 26, 2026

AMPERE (AMRBART)

75.4F1 Score

46

Feb 26, 2026

AMPERE (ROBERTa)

73.8F1 Score

42

Feb 26, 2026

92.4Accuracy

35

Mar 23, 2026

82.1Accuracy

26

Mar 23, 2026

91.9F1 Score

26

Mar 23, 2026

79.8F1 Score

26

Mar 23, 2026

WikiEvents (test)

73.33Head F1

23

Feb 26, 2026

49.48Precision

12

Apr 28, 2026

56.8F1 Score

11

Feb 26, 2026

55.1F1 Score

5

Feb 26, 2026

Popular datasets

ACE ERE UKP Args.me ERE-EN

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