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SCIREX dataset and benchmarks · SOTA2 Research

Research Datasets

SCIREX

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Information Extraction

SciREX

14.52Precision

10

Information Extraction

SciREX 10-PDF subsample

18.22F1 Score

6

Role-filler entity extraction

SCIREX (test)

68.55Precision

5

Binary relation extraction

SCIREX (test)

17.11Precision

4

4-ary relation extraction

SCIREX (test)

3.19Precision

3

Span/relation labeling

SCIREX

2,200Number of Tuples

1

Popular tasks

Information Extraction Role-filler entity extraction Binary relation extraction 4-ary relation extraction Span/relation labeling

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