Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Theme Detection research benchmarks · SOTA2 Research

Theme Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Context-based strategy

81.2Macro F1 Score

9

Mar 31, 2026

Context-based strategy

79.6Macro F1 Score

9

Mar 31, 2026

Context-based strategy

84.8Macro F1 Score

9

Mar 31, 2026

Context-based strategy

82.8Macro F1 Score

9

Mar 31, 2026

DSTC Travel domain 12 (test)

89.7Semantic Relevance (SR)

6

Feb 26, 2026

Popular datasets

DSTC Colorado Italy Chile Alberta

Follow for updates

Join SOTA2 Contact