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Papers Benchmarks Datasets Tasks

DocRED dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

DocRED

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Evidence Extraction

DocRED (test)

53.01Evi F1

4

Evidence Extraction

DocRED (dev)

52.54Evi F1

4

Document-level Information Extraction

DocRED

18Inference Time (s)

3

Topic-aware Relation Extraction

DocRED

69.3F1 Score

3

Document-Level Zero-Shot Relation Extraction

DocRED (test)

41.5Macro F1

2

Document-level Information Extraction

DocRED augmented with ReFinED (E2E)

90.1MD Score

1

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Popular tasks

Relation Extraction Document-level Relation Extraction Evidence Retrieval Document-level Information Extraction Evidence Extraction

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