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Papers Benchmarks Datasets Tasks

End-to-end Question Answering research benchmarks · SOTA2 Research

End-to-end Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

85.5Overall Score

25

Apr 24, 2026

70.9Overall Score

25

Apr 24, 2026

MultiHopRAG (test val)

47.14Accuracy

20

Feb 26, 2026

MuSiQue (test val)

10.79EM

20

Feb 26, 2026

2WikiMultiHopQA (test val)

35.44EM

20

Feb 26, 2026

HotpotQA (test val)

SetR-Selection only

36.68EM

20

Feb 26, 2026

MultiHop-RAG overall

DPP Base, w/o P-Adapter

50.61Exact Match

12

Apr 7, 2026

MultiHop-RAG 4-hop

DPP Base, w/o P-Adapter

74.21Exact Match

12

Apr 7, 2026

MultiHop-RAG 3-hop

48.38Exact Match

12

Apr 7, 2026

MultiHop-RAG 2-hop

DPP Base, w/o P-Adapter

45.09Exact Match

12

Apr 7, 2026

14EM

9

May 8, 2026

HotPotQA (test)

0.464EM

9

May 8, 2026

DoRA IBM Granite retriever (test)

57.52Token F1 Score

9

Apr 21, 2026

DoRA full (test)

56.53Token F1 Score

9

Apr 21, 2026

HotpotQA official Wikipedia paragraphs

67.1EM

9

Feb 26, 2026

LILaC (w/ MM-Embed)

36.31EM

7

Feb 26, 2026

MultimodalQA (test)

LILaC (w/ MM-Embed)

44.57EM

7

Feb 26, 2026

LILaC (w/ MM-Embed)

60.91EM

7

Feb 26, 2026

MP-DocVQA (test)

LILaC (w/ MM-Embed)

65.48EM

7

Feb 26, 2026

Base ColBERT / DPO Mistral

74.7Relevancy

6

Mar 26, 2026

0.317Accuracy

6

Feb 26, 2026

20.6Accuracy

6

Feb 26, 2026

Event-driven queries 2025-2026

0Step Regret

5

Jun 11, 2026

87.5Accuracy (Human)

4

Mar 13, 2026

InfoSeek 25-sample perturbed subset

52Rotation

4

Feb 26, 2026

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HotpotQA Multihop-RAG MuSiQue Dora 2WikiMultiHopQA

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