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Papers Benchmarks Datasets Tasks

FewNERD dataset and benchmarks · SOTA2 Research

Research Datasets

FewNERD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

FewNERD (test)

62.55Mean Accuracy

52

Named Entity Recognition

FewNERD INTRA

67.94F1 Score

47

Few-shot Named Entity Recognition

FewNERD Intra 1.0

63.26F1 Score

44

Few-shot Named Entity Recognition

FewNERD Inter 1.0

74.14F1 Score

20

Named Entity Recognition

FewNERD

86.7Accuracy (FewNERD 8-way)

7

FewNerd

59.3Accuracy

7

Named Entity Recognition

FewNERD

70.16Precision

4

Fine-grained Named Entity Recognition

FewNERD

66.21Precision (%)

1

Popular tasks

Named Entity Recognition Few-shot Named Entity Recognition Clustering Entity Typing Fine-grained Named Entity Recognition

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