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Question Answering research benchmarks – Page 59 · SOTA2 Research

Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

78Accuracy

10

Mar 18, 2026

50.4ROUGE-L

10

Mar 18, 2026

MusiQue 39 (test)

33.33F1

10

Mar 4, 2026

56.64F1 Score

10

Mar 4, 2026

GSM8K 10 (test)

97.92F1 Score

10

Mar 4, 2026

HotpotQA 49 (test)

61.99F1 Score

10

Mar 4, 2026

2WikiMultiHopQA 15 (test)

67.25F1 Score

10

Mar 4, 2026

GROWOVER-QA Contriever (NEW)

23.6F1 Score (Month 9)

10

Feb 27, 2026

DeepSeek V2 Lite

3.184LIS

10

Feb 26, 2026

Natural Questions and TriviaQA 5 shot

41Knowledge

10

Feb 26, 2026

HotpotQA 1,000 queries (test)

60.7EM

10

Feb 26, 2026

MuSiQue 1,000 queries (test)

43.2EM

10

Feb 26, 2026

PopQA 1,000 queries (test)

50.94EM

10

Feb 26, 2026

NQ 1,000 queries (test)

51.3EM

10

Feb 26, 2026

60Exact Match

10

Feb 26, 2026

79.8EM

10

Feb 26, 2026

76.2Normalized Accuracy

10

Feb 26, 2026

Bamboogle multi-hop (test)

40.1Avg@16

10

Feb 26, 2026

MuSiQue multi-hop (test)

19.4Average @16

10

Feb 26, 2026

HotpotQA multi-hop (test)

44Avg@16

10

Feb 26, 2026

PopQA single-hop (test)

47.2Avg@16

10

Feb 26, 2026

TriviaQA single-hop (test)

63.9Average Rate @16

10

Feb 26, 2026

Overall Average (test)

58.3EM

10

Feb 26, 2026

TabMCQ OOD (test)

Table-LLaVA 13B

51.51Accuracy

10

Feb 26, 2026

AIT-QA OOD (test)

Qwen3-VL-8B-DISCO

76.71Accuracy

10

Feb 26, 2026

Page 59 of 122

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