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Dialogue Act Classification research benchmarks · SOTA2 Research

Dialogue Act Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DAH-CRF + LDAutt

88.1Accuracy

12

Feb 26, 2026

68.5Accuracy

5

Feb 26, 2026

61.75Acc

4

Feb 26, 2026

ICSI Audio+Text

11.08Affirmation Precision

3

May 21, 2026

92.4F1 Score

3

Feb 26, 2026

Multimediate Video+Audio+Text

15.5Affirmation Precision

2

May 21, 2026

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