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Open-domain Question Answering research benchmarks – Page 3 · SOTA2 Research

Open-domain Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

26.2Accuracy (ACC)

12

May 29, 2026

47.4Accuracy

12

May 29, 2026

NaturalQuestions standard (test)

Ours (theory-guided context selection strategy)

45.5Accuracy

12

Feb 26, 2026

15.94Accuracy

12

Feb 26, 2026

WebQuestions (WebQS)

8.17WebQS Score

12

Jun 2, 2026

K-ADAPTER (F+L)

46.32EM

12

Feb 26, 2026

Original (Unsafe)

51.26EM Accuracy

11

May 25, 2026

RetroLLM (Ours)

48.9Accuracy

11

Feb 27, 2026

RetroLLM (Ours)

65.7Accuracy

11

Feb 27, 2026

77Accuracy

11

Feb 27, 2026

66.45EM

11

Feb 26, 2026

NaturalQuestions (NQ) v1.0 (test)

83Acc@20

11

Feb 26, 2026

MS-MARCO (test)

57.85Accuracy

10

Jun 11, 2026

Natural Questions

39.6QA Metric Score

10

Feb 27, 2026

Natural Questions (NQ) open

14.99NQ Open Score

10

Feb 26, 2026

NQ single-hop (test)

47.7Avg@16

10

Feb 26, 2026

32.9Accuracy

10

Feb 26, 2026

TriviaQA (TQA) standard (test)

C-MORE (DPR Architecture)

60.3Exact Match

10

Feb 26, 2026

TriviaQA Open (eval)

76.94F1 Score

9

Jun 15, 2026

50.43F1 Score

9

Jun 15, 2026

HotpotQA fullwiki (eval)

55.16F1 Score

9

Jun 15, 2026

NQ-Open OOD (test)

82.81Exact Match (EM)

9

May 15, 2026

Standard QA Benchmarks Average

61Avg@4

9

Feb 26, 2026

23.63Accuracy

9

Feb 26, 2026

56.5Exact Match

9

Feb 26, 2026

Page 3 of 7

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TriviaQA Natural Questions HotpotQA MuSiQue NQ

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