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Papers Benchmarks Datasets Tasks

NCBI dataset and benchmarks · SOTA2 Research

Research Datasets

NCBI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Named Entity Recognition

NCBI

89.24F1 Score

29

Biomedical Entity Linking

NCBI

92.8Acc@1

20

Entity Annotation

NCBI 791

82Precision

9

Named Entity Recognition

NCBI

82.1Macro F1

9

Text Style Transfer

NCBI style domain

50.37BLEU

9

Named Entity Recognition

ncbi

87.8Micro-F1

8

Named Entity Recognition

NCBI local evaluation (test)

86.1F1 Score

7

Phenotype Concept Recognition

NCBI

73.15mF1

5

Named Entity Recognition

NCBI BLURB (test)

90.9F1 Score

5

NCBI (test)

92.4Recall@1

5

Named Entity Recognition

NCBI in-distribution

75.63F1 Score

4

Mention Detection

ncbi

91.9Recall

2

Popular tasks

Named Entity Recognition Biomedical Entity Linking Entity Linking Text Style Transfer Phenotype Concept Recognition

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