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NER

Benchmarks

Task NameDataset NameSOTA ResultTrend
Named Entity RecognitionNER (test)
F1 Score95.25
68
Named Entity RecognitionNER
Soft F179.5
40
Named Entity RecognitionNER
Hard F1 Score75.5
40
Named Entity RecognitionNER organization
Accuracy75
26
Named Entity RecognitionNER location
Accuracy57.4
26
Named Entity RecognitionNER person
Accuracy0.793
26
Text Summarization EvaluationNeR 18
Spearman Corr (COH)0.701
10
Named Entity RecognitionNER Average over all languages (test)
F1 Score71.7
9
Named Entity RecognitionNER 136 languages
Overall Score51.3
5
Named Entity RecognitionNER
Score (Latin)67.3
3
Showing 10 of 10 rows