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Papers Benchmarks Datasets Tasks

Part-of-Speech Tagging research benchmarks – Page 2 · SOTA2 Research

Part-of-Speech Tagging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UD Indo-European 1.2 (test)

bi-LSTM (w+c+Polyglot)

96.63Accuracy

8

Feb 26, 2026

0.921Accuracy

7

Feb 26, 2026

0.023Error Rate (CT)

7

Feb 26, 2026

2.3CT (Coverage Threshold)

7

Feb 26, 2026

96.33Precision

7

Feb 26, 2026

L3Cube-MahaPOS (test)

88.67Accuracy

6

Jun 24, 2026

95.06English Accuracy

6

Jun 18, 2026

Yorùbá POS (test)

AfroXLMR-large-76L

95.2F1 Score

6

Apr 8, 2026

XGLUE 1.0 (test)

68.6AR Accuracy

6

Feb 26, 2026

POS Average over all languages (test)

71.1Accuracy

6

Feb 26, 2026

96.19Precision

6

Feb 26, 2026

93.49Precision

6

Feb 26, 2026

UD (Universal Dependencies) Croatian (test)

96.3Accuracy

6

Feb 26, 2026

UD (Universal Dependencies) Russian (test)

95.9Accuracy

6

Feb 26, 2026

UD (Universal Dependencies) Spanish (test)

95.3Accuracy

6

Feb 26, 2026

UD (Universal Dependencies) German (test)

93.3Accuracy

6

Feb 26, 2026

UD (Universal Dependencies) French (test)

96.4Accuracy

6

Feb 26, 2026

Treebank Union (test)

Our Global (B=8)

97.77News Domain Accuracy

6

Feb 26, 2026

Nagamese POS Tagging 1.0 (test)

93.84Accuracy

5

Feb 26, 2026

POS 80 languages

No Train but Gain

46.9Score

5

Feb 26, 2026

Assamese (TDIL) (test)

RelateLM-PseudoT

79.4F1 Score

5

Feb 26, 2026

Oriya (TDIL) (test)

75.2F1 Score

5

Feb 26, 2026

UD Corpus CoNLL shared task (test)

AlephBERT-base-morph

95.84POS F1

5

Feb 26, 2026

UD Corpus Hebrew (test)

96.2POS F1

5

Feb 26, 2026

Lassy UD (test)

96.5Accuracy

5

Feb 26, 2026

Page 2 of 4

Popular datasets

UD POS CTB Sonar Universal Dependencies

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