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Query Recommendation research benchmarks · SOTA2 Research

Query Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Amazon Public (Offline)

12.3Q_EM

15

Jun 5, 2026

Industrial Offline Internal

17.7Q_EM

15

Jun 5, 2026

47.04Cate HR@30

12

Mar 23, 2026

OPPO Xiaobu Online AB (test)

1,113,871Click Number

4

Jun 9, 2026

Kuaishou Online A/B Business Metrics (test)

16.91Query Exposure Lift (%)

1

Jun 16, 2026

Kuaishou (Manual Quality Evaluation)

-9Overall Bad Cases

1

Jun 16, 2026

Online Production Platform

4Active User Days Rate

1

May 8, 2026

Popular datasets

Kuaishou Amazon Taobao Industrial Online Production Platform

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