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Papers Benchmarks Datasets Tasks

Multi-intent detection research benchmarks · SOTA2 Research

Multi-intent detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CoMIX-SHIFT Triple shift

91.1Exact Match (EM)

4

Apr 1, 2026

CoMIX-SHIFT (Template holdout)

49.8Exact Match (EM)

4

Apr 1, 2026

CoMIX-SHIFT Long shift

62.5Exact Match (EM)

4

Apr 1, 2026

CoMIX-SHIFT Pair shift

93.9EM

4

Apr 1, 2026

CoMIX-SHIFT (Unseen)

95.7Exact Match (EM)

4

Apr 1, 2026

CoMIX-SHIFT (Seen)

100Exact Match (EM)

4

Apr 1, 2026

Manual SNIPS-style (Manual pair shift)

0.867Exact Match (EM)

3

Apr 1, 2026

Manual SNIPS-style (Manual unseen pairs)

97.5EM

3

Apr 1, 2026

Popular datasets

CoMIX-SHIFT Snips

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