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Papers Benchmarks Datasets Tasks

Question Answering research benchmarks – Page 121 · SOTA2 Research

Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OneStopQA elementary

65.12Accuracy

1

Feb 26, 2026

HotpotQA leaderboard official (test)

73.62Overall Score

1

Feb 26, 2026

SDSJ Task B (dev)

R-Net from DeepPavlov

80.04F1 Score

1

Feb 26, 2026

ComplexQuestions Candidate Extraction Succeeded (dev)

53.6F1 Score

1

Feb 26, 2026

ComplexQuestions (dev)

35.3F1 Score

1

Feb 26, 2026

11 Retrieval Queries Q11 Risk

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries Q10 Compare

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries Q9 Inverse

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries (Q8 SPOF)

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries Q7 What-If

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries Q6 Temporal

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries Q5 Lookup

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries Q4 Aggregation

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries (Q3 Path)

—

—Primary metric

0

Jun 5, 2026

11 Retrieval Queries Q1 Multi-hop

—

—Primary metric

0

Jun 5, 2026

130-question stress test suite

—

—Primary metric

0

May 4, 2026

—

—F1 Score

0

Feb 26, 2026

ARC-E 1.0 (test)

—

—Primary metric

0

Feb 26, 2026

ARC-C 1.0 (test)

—

—Primary metric

0

Feb 26, 2026

—

—Single Choose Acc

0

Feb 26, 2026

—

—Accuracy (Learned)

0

Feb 26, 2026

—

—Learned Rate

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

2Wiki Extreme (test)

—

—F1

0

Feb 26, 2026

2Wiki Noisy (test)

—

—F1

0

Feb 26, 2026

Page 121 of 122

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