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

Semantic Type Annotation research benchmarks · SOTA2 Research

Semantic Type Annotation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96.5Micro-F1

17

Apr 23, 2026

ZTab-per (GPT-4o,GPT-4o)

97.7Micro-F1

12

Mar 13, 2026

85.2Micro-F1

12

Mar 13, 2026

0.863Micro-F1

12

Mar 13, 2026

ArcheTypeFT (Llama-7B)

76.7Micro F1 Score

12

Mar 13, 2026

ZTab-per (GPT-4o-mini,GPT-4o-mini)

93.9Micro-F1

10

Mar 13, 2026

ZTab-per (GPT-4o,GPT-4o)

95.3Micro-F1

10

Mar 13, 2026

Popular datasets

SOTAB Limaye T2D Efthymiou WikiTable

Follow for updates

Join SOTA2 Contact