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Papers Benchmarks Datasets Tasks

KGFACT dataset and benchmarks · SOTA2 Research

Research Datasets

KGFACT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Knowledge Retrieval

KGFACT RETRIEVAL

99.6Accuracy

23

Retrieval-augmented recall

KGFACT RETRIEVAL

100Recall (%)

21

Closed-book recall

KGFACT SMALL (train)

100Recall (%)

21

Knowledge Injection

KGFACT-LARGE (train)

0.996Accuracy

16

Knowledge Memorization

KGFACT SMALL (train)

98Accuracy

7

Popular tasks

Knowledge retrieval Knowledge Injection Knowledge Memorization Closed-book recall Retrieval-augmented recall

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