Benchmarks

Task NameDataset NameSOTA ResultTrendResults

Dominant Word Order Prediction

Universal Dependencies Feature 87A

97.6Accuracy

Dominant Word Order Prediction

Universal Dependencies Feature 86A

97Accuracy

Dominant Word Order Prediction

Universal Dependencies Feature 85A

98.5Accuracy

Dominant Word Order Prediction

Universal Dependencies Feature 84A

82.2Accuracy

Dominant Word Order Prediction

Universal Dependencies Feature 83A

95.5Accuracy

Dominant Word Order Prediction

Universal Dependencies Feature 82A

98.6Accuracy

Dominant Word Order Prediction

Universal Dependencies Feature 81A

93.5Accuracy

POS Tagging

Universal Dependencies (UD)

47.72AMH Accuracy

Part-of-Speech tagging

Universal Dependencies (UD) CIS & Low-Resource (test)

21.5Accuracy (be)

Neural Pipeline

Universal Dependencies Spanish-AnCora 2.5 (test)

99.98Token Accuracy

Neural Pipeline

Universal Dependencies English-EWT 2.5 (test)

99.01Token Accuracy

Dependency Parsing

Universal Dependencies (UD) Small 3,000 token target treebank 1.0 (test)

63.4de

Universal Dependencies NLP Pipeline

Universal Dependencies Overall 90 treebanks v2.5 (test)

99.26Token Accuracy

Dependency Parsing

Universal Dependencies PUD treebanks (test)

82.25LAS (F1)

Dependency Parsing

Universal Dependencies (UD) Arabic v2.11

92.1LAS

Dependency Parsing

Universal Dependencies (UD) Chinese v2.11

93.2LAS

Dependency Parsing

Universal Dependencies (UD) Spanish v2.11

94.8LAS (%)

Neural Pipeline

Universal Dependencies Overall (100 treebanks) 2.5 (test)

99.09Token Accuracy

Dependency Parsing

Universal Dependencies English 2.0 (test)

93UAS