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Papers Benchmarks Datasets Tasks

BioNLP dataset and benchmarks · SOTA2 Research

Research Datasets

BioNLP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Entity Recognition

BioNLP

80.96F1 Macro

31

Named Entity Recognition

BioNLP 2004

58.39F1 Score

12

Named Entity Recognition

BioNLP en

63.48Mention-level F1

6

Named Entity Recognition

BioNLP13CG

87.08Mention-level F1

5

Named Entity Recognition

BioNLP11ID (test)

53.2F1 Score

4

Named Entity Recognition

BioNLP13CG (test)

69.7F1 Score

4

Named Entity Recognition

BioNLP 2004 (test)

77.4Type-aware F1

3

Event Extraction (Regulation events)

BioNLP GENIA 2011 (test)

47.23Recall

3

Named Entity Recognition

BioNLP (val)

0.638Micro F1

1

Popular tasks

Named Entity Recognition Entity recognition Event Extraction (Regulation events)

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