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Query intent classification research benchmarks · SOTA2 Research

Query intent classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

94Accuracy

5

Mar 4, 2026

92.4Accuracy

5

Mar 4, 2026

96.3Accuracy

5

Mar 4, 2026

94.5Accuracy

5

Mar 4, 2026

Dogpile transaction log

Kathuria et al.

94Accuracy

2

Feb 26, 2026

Snorkel-based weak supervision labeling

90.2Accuracy

1

Feb 26, 2026

AOL query collection

82.22Accuracy

1

Feb 26, 2026

Microsoft adCenter

0.86Accuracy

1

Feb 26, 2026

Popular datasets

Retail Dogpile transaction log Microsoft adCenter AOL query collection ORCAS

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