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Papers Benchmarks Datasets Tasks

Dialog State Tracking research benchmarks · SOTA2 Research

Dialog State Tracking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MultiWOZ 2.1 (test)

SUMBT (Coverage)

79.2Joint Goal Accuracy

88

Feb 26, 2026

MultiWOZ 2.0 (test)

55.03Joint Goal Accuracy

47

Feb 26, 2026

SpokenWoz (test)

Full Spoken Context + Gemma2-9B-Instruct

45.52JGA

28

Feb 26, 2026

SGD 15 tasks CL

76.3Avg JGA

23

Feb 26, 2026

MultiWoZ (test)

79.9Rouge-L

8

Feb 26, 2026

99Type Accuracy

5

Feb 26, 2026

54.6QM %

3

Feb 26, 2026

0.569QM%

3

Feb 26, 2026

WOZ Italian (IT) (test)

71.4JGA

2

Feb 26, 2026

Popular datasets

MultiWOZ CoSQL WOZ SGD DuClarifyDial

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