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EXPERTQA dataset and benchmarks · SOTA2 Research

Research Datasets

EXPERTQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

ExpertQA

61.1Balanced Accuracy

25

Long-form Question Answering

ExpertQA

23.34ROUGE-L

18

Citation Generation

ExpertQA

33.55Snippet-F1

9

Attributable Text Generation

ExpertQA v1 (test)

0.661AutoAIS

9

General Question Answering

ExpertQA

0.239Reward

8

Question Answering

EXPERTQA (test)

19.27Claim Recall

6

Retrieval-Augmented Generation

ExpertQA

73.9Faithfulness

5

Medical Long-form Answering

ExpertQA Biomed

3.7Relevance

4

URL Health and Self-Correction

ExpertQA

7,985Total URLs

3

Popular tasks

Question Answering Retrieval-Augmented Generation Long-form Question Answering Fact Checking Attributable Text Generation

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