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Papers Benchmarks Datasets Tasks

CWQ dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

CWQ

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-Hop Question Answering

CWQ

46.3Exact Match

6

Hallucination Detection

CWQ

0LLM Calls

6

Incomplete Knowledge Graph Question Answering

CWQ 20% knowledge gap

45.33EM

5

Complex Question Answering

CWQ

14.85Total Score

4

Question Answering

CWQ (test)

79.1Hits@1

3

Knowledge Base Question Answering

CWQ w/o KB

46.4Hits@1

3

Knowledge Based Question Answering

CWQ

71.7F1 Score

2

Knowledge Graph Question Answering

CWQ Freebase

75.1F1 Score

2

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Popular tasks

Knowledge Base Question Answering Knowledge Graph Question Answering Question Answering Hallucination Detection Multi-hop Question Answering

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