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Multi-hop Question Answering research benchmarks – Page 21 · SOTA2 Research

Multi-hop Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OTT-QA sampled 500 questions (val)

48.8EM

1

Feb 26, 2026

SAGE Small-scale (evaluation)

4.9# Search

1

Feb 27, 2026

FRAMES Small-scale (evaluation)

3.2Search Count

1

Feb 27, 2026

Musique Large-scale (train)

2.7# Search

1

Feb 27, 2026

HotpotQA Large-scale (train)

2.1# Search Steps

1

Feb 27, 2026

NQ Large-scale (train)

1.3Avg Search Steps

1

Feb 27, 2026

WikiHop leaderboard official (test)

0.823Accuracy

1

Feb 26, 2026

—

—EM

0

Feb 26, 2026

2WikiMHQA in-distribution v4 (test)

—

—EM

0

Feb 26, 2026

HotpotQA in-distribution v4 (test)

—

—EM

0

Feb 26, 2026

MuSiQue in-distribution v4 (test)

—

—EM

0

Feb 26, 2026

—

—EM

0

Feb 26, 2026

Page 21 of 21

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HotpotQA MuSiQue 2WikiMultiHopQA Bamboogle 2Wiki

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