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Papers Benchmarks Datasets Tasks

MetaQA dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

MetaQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Hallucination Detection

MetaQA 1-hop LLaMA2-7B responses (val)

83.41AUC

7

Hallucination Detection

MetaQA 1hop (LLaMA2-7B)

83.41AUC

7

Question Answering

MetaQA 1-hop wikimovies

97.5Hits@1 (KB)

6

MetaQA 3-hop (test)

55.31Recall

4

MetaQA 2-hop (test)

91.9Recall

4

MetaQA 1-hop (test)

98.86Recall

4

Question Answering

MetaQA 3hop

1Steps

4

Question Answering

MetaQA 2hop

1Steps

4

Question Answering

MetaQA

95.5HS

4

Graph Retrieval-Augmented Generation

MetaQA 3-hop

89Comprehensiveness

3

Graph Retrieval-Augmented Generation

MetaQA 2-hop

86Comprehensiveness

3

Graph Retrieval-Augmented Generation

MetaQA 1-hop

81Comprehensiveness

3

Stealthiness evaluation

MetaQA

8,321Detected Samples

3

Knowledge Graph Question Answering

MetaQA (test)

96.6HS

2

Knowledge Graph Retrieval Fidelity

MetaQA

100CDPA

1

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Popular tasks

Question Answering Knowledge Graph Question Answering Retrieval Hallucination Detection Graph Retrieval-Augmented Generation

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