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Papers Benchmarks Datasets Tasks

HotpotQA dataset and benchmarks – Page 26 · SOTA2 Research

Research Datasets

HotpotQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Question Answering

HotpotQA

65F1 Score

2

Question Answering

HotpotQA

1.47Inference Cost (USD)

2

Knowledge Graph Question Answering

HotpotQA (test)

94.2HS

2

Multi-hop Question Answering

HotpotQA

20.98Accuracy

2

Multi-Hop Question Answering

HotpotQA (train)

0.306Accuracy

2

Question Answering

HotpotQA

29.7EM

2

Open Domain Question Answering

HotpotQA Bridge questions (test val)

50EM

2

Open-domain Question Answering

HotpotQA Bridge (test)

58.5F1

2

Question Answering

HotpotQA May 2020 (leaderboard)

74.2F1 Score

2

Question Answering

HotpotQA distractor (val)

53.53Answer Accuracy

1

Knowledge Graph Question Answering

HotpotQA FullWiki adaptive (test)

33.5Base Error Rate

1

Knowledge Graph Question Answering

HotpotQA adaptive (test)

39.5Base Error Rate

1

Question Answering

HotpotQA FW

26Selection Rate

1

Question Answering

HotpotQA

6Selection Rate

1

Uncertainty Quantification

HotpotQA FullWiki

0.335Base Error Rate

1

Uncertainty Quantification

HotpotQA

0.395Base Error

1

LLM-Agent Oversight

HotpotQA

0.436Scalar Regret

1

HotpotQA 35 cells

0Blind Score

1

Multi-hop Question Answering

HotpotQA

74.27Accuracy

1

Question Answering

HotpotQA hard

93.2Accuracy

1

Question Answering

HotpotQA

80.23F1 Score

1

Retrieval of adversarial passages

HotpotQA

99.8PoisonedRAG F1

1

Question Answering

HotpotQA

76.4Accuracy (%)

1

Answer Correctness Prediction

HotpotQA (val)

0.6Head Entropy

1

Knowledge Graph Retrieval Fidelity

HotpotQA

100CDPA

1

Page 26 of 27

Popular tasks

Question Answering Multi-hop Question Answering Retrieval Open-domain Question Answering Multi-hop Reasoning

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