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Papers Benchmarks Datasets Tasks

Dependency Parsing research benchmarks – Page 3 · SOTA2 Research

Dependency Parsing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Wolof wo (test)

73.67LAS

8

Feb 26, 2026

Uyghur ug (test)

71.39LAS

8

Feb 26, 2026

Tamil (ta) (test)

70.68LAS

8

Feb 26, 2026

Russian (ru) (test)

90.6LAS

8

Feb 26, 2026

French (fr) (test)

93.57LAS

8

Feb 26, 2026

Finnish (fi) (test)

89.32LAS

8

Feb 26, 2026

Ancient Greek grc (test)

70.79LAS

8

Feb 26, 2026

Katharevousa Parliamentary Text (fixed 340-sentence held-out split)

Logistic baseline

90.4UPOS Score

7

May 25, 2026

91.76LAS

7

Mar 19, 2026

93.85LAS

7

Mar 19, 2026

84.28LAS

7

Mar 19, 2026

86.46LAS

7

Mar 19, 2026

91.34LAS

7

Mar 19, 2026

94.14LAS

7

Mar 19, 2026

87.35LAS

7

Mar 19, 2026

85.59LAS

7

Mar 19, 2026

94.14UAS

7

Feb 26, 2026

UD Treebank Turkish (test)

73.08LAS

7

Feb 26, 2026

UD Treebank Swedish (test)

92.46LAS

7

Feb 26, 2026

UD Treebank Russian (test)

94.6LAS

7

Feb 26, 2026

UD Treebank Korean (test)

89.45LAS

7

Feb 26, 2026

UD Treebank Japanese (test)

95.71LAS

7

Feb 26, 2026

UD Treebank (Italian) (test)

95.16LAS

7

Feb 26, 2026

UD Treebank (Hindi) (test)

94.21LAS

7

Feb 26, 2026

UD Treebank Hebrew (test)

91.32LAS

7

Feb 26, 2026

Page 3 of 6

Popular datasets

Conll UD Treebank Universal Dependencies PTB UD

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