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Papers Benchmarks Datasets Tasks

TriviaQA dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

TriviaQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

General Question Answering

TriviaQA

69.02Exact Match

54

Retrieval-Augmented Generation (RAG)

TriviaQA

80.67Reliability Score

52

Question Answering

TriviaQA Wiki (val)

87.6Exact Match (EM)

52

Error Prediction

TriviaQA (val)

81.3PRR

51

Question Answering

TriviaQA

64.47F1 Score

50

TriviaQA

71.9EM

48

Question Answering

TriviaQA

79.9C

48

Factual question answering

TriviaQA

76.52Accuracy

46

Question Answering

TriviaQA

89.02F1

46

Question Answering

TriviaQA (TQA) (test)

75.4Robust Accuracy

45

Question Answering

TriviaQA

62Accuracy

42

Generation correctness prediction

TriviaQA (test)

42.41AURC

42

Question Answering

TriviaQA

79.89Accuracy

41

Question Answering

TriviaQA

2,727Correlation

40

Selective Question Answering

TriviaQA

2,849Score (Coverage 14%)

40

Open-Domain Question Answering

TriviaQA

74.01SubEM

40

Question Answering

TriviaQA

79.9C

40

End-to-end Open-Domain Question Answering

TriviaQA (test)

71.5Exact Match (EM)

40

TriviaQA

0.085Brier Score

39

Open-ended generation

TriviaQA

5.18ECE

37

RAG Poisoning Attack

TriviaQA

1.56E2E Attack Success Rate

36

Knowledge-conflict Question Answering

TriviaQA CF-RAG

91.86Conflict Factor (CF)

36

Question Answering

TriviaQA

92.3Recall (%)

36

Question Answering

TriviaQA

20ACE

35

Question Answering

TriviaQA

0.32ACE

35

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