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Entity extraction research benchmarks – Page 2 · SOTA2 Research

Entity extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ATIS Class D (context-dependent)

81.4Precision

3

Feb 26, 2026

76.69Entity F1

2

Feb 26, 2026

51.91F1 Score

2

Feb 27, 2026

Payment dataset

92.19F1 Score

2

Feb 26, 2026

Page 2 of 2

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ACE ATIS SemEval cross-dataset RadGraph

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