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Papers Benchmarks Datasets Tasks

POS Tagging research benchmarks – Page 2 · SOTA2 Research

POS Tagging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UD Korean Universal (U)

94.67Accuracy

6

Mar 19, 2026

SPMRL Hungarian (hu) Rich (R)

75.71Accuracy

6

Mar 19, 2026

96.28Accuracy

6

Mar 19, 2026

SPMRL Hebrew (he) Rich (R)

95.36Accuracy

6

Mar 19, 2026

UD Hebrew Universal (U)

97.88Accuracy

6

Mar 19, 2026

SPMRL French (fr) - Rich (R)

88.6Accuracy

6

Mar 19, 2026

UD French (fr) Universal (U)

98.45Accuracy

6

Mar 19, 2026

SPMRL Basque (eu) Rich (R)

74.14Accuracy

6

Mar 19, 2026

95.54Accuracy

6

Mar 19, 2026

SPMRL German (de) - Rich (R)

79.54Accuracy

6

Mar 19, 2026

UD German (de) Language-specific (X)

97.53Accuracy

6

Mar 19, 2026

UD German (de) Universal (U)

96.79Accuracy

6

Mar 19, 2026

Chinese Treebank (CTB)

97.96Accuracy

6

Mar 19, 2026

Penn Treebank (PTB)

97.97Accuracy

6

Mar 19, 2026

POS tagging (myv) Few-Text (test)

Gold MLM + Both (Label Distillation)

74.3F1 Score

6

Feb 26, 2026

POS tagging mlt Few-Text (test)

Gold MLM + Pseudo MLM

72.3F1 Score

6

Feb 26, 2026

POS tagging glv Few-Text (test)

Gold MLM + Both (Label Distillation)

68.8F1 Score

6

Feb 26, 2026

Few-Text bam (test)

Gold MLM + Both (Label Distillation)

69.4F1 Score

6

Feb 26, 2026

French Treebank (FTB) SPMRL shared task (test)

98.2POS Accuracy

6

Feb 26, 2026

French Treebank (FTB) SPMRL shared task (dev)

98.2POS Accuracy

6

Feb 26, 2026

UD Treebank German 2.15

Bregman CRF (BCRF)

94.4Accuracy

5

Feb 26, 2026

UD Treebank French 2.15

Bregman CRF (BCRF)

96.5Accuracy

5

Feb 26, 2026

94.66Precision

5

Feb 26, 2026

92.39Precision

5

Feb 26, 2026

99.1F1 Score

5

Feb 26, 2026

Page 2 of 3

Popular datasets

SPMRL Universal Dependency UD UD Treebank POS tagging

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