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Dialogue act prediction research benchmarks · SOTA2 Research

Dialogue act prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

94.6Micro-F1 Score

7

Feb 27, 2026

MWOZ (Full Data)

92Micro-F1

7

Feb 27, 2026

87.9Micro-F1

6

Feb 27, 2026

DSTC2 (10% Data)

93.6Micro F1 Score

6

Feb 27, 2026

MWOZ 10% Data 2.1

91Micro F1

6

Feb 27, 2026

DSTC2 (1% Data)

83.7Micro F1

6

Feb 27, 2026

DSTC2 (Full Data)

—

—Micro-F1

0

Feb 26, 2026

MWOZ Full Data 2.1

—

—Micro-F1

0

Feb 26, 2026

MWOZ 2.1 (1% Data)

—

—Micro F1

0

Feb 26, 2026

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