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Papers Benchmarks Datasets Tasks

SimpleQuestions dataset and benchmarks · SOTA2 Research

Research Datasets

SimpleQuestions

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Knowledge Graph Question Answering

SimpleQuestions

75.1Hit@1

14

Question Answering

SimpleQuestions (test)

63.9Accuracy

13

SimpleQuestions

0.87Accuracy

9

Knowledge Base Question Answering

SimpleQuestions Wiki (test)

79.6F1

7

Question Answering

SimpleQuestions (train/test)

35.31BLEU

4

Knowledge Base Question Answering

SimpleQuestions aligned with FB5M and Wikidata5m

61.811-Hop Accuracy

3

Knowledge Graph Question Answering

SimpleQuestions-Wikidata (Wiki4M)

61.8F1 Score

2

Knowledge Graph Question Answering

SimpleQuestions subset of 1000 samples

91.3EM

1

Popular tasks

Knowledge Graph Question Answering Question Answering Knowledge Base Question Answering Single-hop QA

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