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Papers Benchmarks Datasets Tasks

POS Tagging research benchmarks – Page 3 · SOTA2 Research

POS Tagging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Universal Dependencies GUM treebank

Structured Prompting

79.01Accuracy

4

Feb 26, 2026

WSJ (Section 23)

97.58Mean Accuracy

4

Feb 26, 2026

Twitter OCT27DEV (dev)

91.6Accuracy

4

Feb 26, 2026

7 low-resource languages (am, gd, gv, mt, se, si, ug) (test)

Random initialization

40.26Accuracy (am)

3

Feb 26, 2026

Universal Dependencies (UD)

47.72AMH Accuracy

3

Feb 26, 2026

91.51Accuracy

3

Feb 26, 2026

German (DE) (test)

98.08Accuracy

3

Feb 26, 2026

Catalan (CA) (test)

98.92Accuracy

3

Feb 26, 2026

Portuguese (PT) (test)

97.54Accuracy

3

Feb 26, 2026

Vie de Saint Lambert BnF Fr. 412 (All tokens)

98Precision

2

Feb 26, 2026

95.04F1 Score

2

Feb 26, 2026

96.2F1 Score

2

Feb 26, 2026

Twitter DAILY547 (test)

91.6Accuracy

2

Feb 26, 2026

Tweebank v2 (test)

93.3F1 Score

2

Feb 26, 2026

Page 3 of 3

Popular datasets

SPMRL Universal Dependency UD UD Treebank POS tagging

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