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Papers Benchmarks Datasets Tasks

GraphRAG-Bench dataset and benchmarks · SOTA2 Research

Research Datasets

GraphRAG-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Complex Reasoning

GraphRAG-Bench

86.02Rel

27

Long-form Question Answering

GraphRAG-Bench Med

93.1LLM Accuracy

20

Multi-hop Question Answering

GraphRAG-Bench

87.1LLM Accuracy

15

Question Answering

GraphRAG-Bench Medical 1,000 questions sample (val)

64.65GPT Accuracy

11

Creative Generation

GraphRAG-Bench Medical Dataset

69.92Accuracy

9

Contextual Summarization

GraphRAG-Bench Medical Dataset

75.01Accuracy

9

Complex Reasoning

GraphRAG-Bench Medical Dataset

75.03Accuracy (ACC)

9

GraphRAG-Bench Medical

68.49Accuracy

9

Creative Generation

GraphRAG-Bench

56.94ACC

9

Contextual Summarization

GraphRAG-Bench

75.04Accuracy

9

GraphRAG-Bench

67.42ACC (Fact Retrieval)

9

Creative Generation

GraphRAG-Bench Medical

93.56Recall

9

Contextual Summarization

GraphRAG-Bench Medical Dataset

93.73Recall

9

GraphRAG-Bench Medical Dataset

88.9Recall

9

Creative Generation

GraphRAG-Bench

78.52Recall (Rec)

9

Contextual Summarization

GraphRAG-Bench

94.04Recall

9

GraphRAG-Bench

83.17Recall

9

Retrieval-Augmented Generation

GraphRAG-Bench

68.7ACC (All)

3

Retrieval-augmented Question Answering

GraphRAG-Bench 5-novel 519 questions

41.9Precision

3

Popular tasks

Fact Retrieval Creative Generation Contextual Summarization Complex Reasoning Multi-hop Question Answering

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