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Papers Benchmarks Datasets Tasks

Intent Clustering research benchmarks · SOTA2 Research

Intent Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BANKING 2020 (full)

79.56NMI

13

Feb 26, 2026

CLINC full 2019

93.89NMI

13

Feb 26, 2026

BANKING 1.0 (test)

110K (Pred)

9

Feb 26, 2026

CLINC 1.0 (test)

195K Predicted

9

Feb 26, 2026

0.781NMI

6

Feb 26, 2026

0.738NMI

6

Feb 26, 2026

94.86NMI

6

Feb 26, 2026

0.3ARI

4

Feb 26, 2026

Intent Semantic Toolkit

instructor-large

61.4Agg Score

4

Feb 26, 2026

Original Dataset

instructor-large

84.3KM Score

4

Feb 26, 2026

Popular datasets

CLINC Banking MASSIVE mTOP Intent Semantic Toolkit

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