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NLU Intent Classification and Slot Filling research benchmarks · SOTA2 Research

NLU Intent Classification and Slot Filling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Braun corpora overall (test)

94.5Precision

6

Feb 26, 2026

Ask Ubuntu Corpus (test)

88.5Precision

6

Feb 26, 2026

web apps corpus (test)

82.8Precision

6

Feb 26, 2026

Chatbot Corpus (test)

97Precision

6

Feb 26, 2026

Popular datasets

Chatbot Corpus web apps corpus Ask Ubuntu Corpus Braun corpora

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