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Papers Benchmarks Datasets Tasks

Joint Multiple Intent Detection and Slot Filling research benchmarks · SOTA2 Research

Joint Multiple Intent Detection and Slot Filling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MixSNIPS (test)

97.2Slot F1

57

Feb 26, 2026

90.5F1 Score (Slot)

42

Feb 26, 2026

89.2Slot F1

8

Feb 26, 2026

MultiSNIPS (test)

98.1Slot F1

4

Feb 26, 2026

MultiATIS (test)

0.954Slot F1

4

Feb 26, 2026

Popular datasets

MixATIS MixSNIPS MultiATIS MultiSNIPS

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