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Papers Benchmarks Datasets Tasks

MINE dataset and benchmarks · SOTA2 Research

Research Datasets

MINE

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Fact-Verification

MINE

84.73Accuracy

28

Knowledge Graph Construction

MINE benchmark 100 articles

104.2Mean Node Count

25

Knowledge Graph Extraction

MINE benchmark 1.0 (100 articles) (test)

0.187NFI

25

Factual Retention

MINE

96.3Factual Retention (%)

25

Knowledge Graph Information Retention

MINE-1

89MINE-1 Score

17

Mine

14.87Mean Path Length (m)

11

Text Segmentation

MINE (paragraph-based segmentation)

42.03Precision

9

Popular tasks

Fact Verification Path planning Knowledge Graph Construction Text Segmentation Factual Retention

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