ResearchBenchmarksUniversal Dependencies NLP Pipeline on Universal Dependencies Overall 90 treebanks v2.5 (test)Follow99.26Token AccuracyStanza99.228899.236999.24599.2531Jan 9, 2021Evaluation ResultsMethodMethodLinksToken AccuracySentence AccuracyWord AccuracyUPOS AccuracyXPOS AccuracyUFeats AccuracyLemma AccuracyUASLASStanzaAveraging=macro-averag...Averaging=macro-averaged F1 over 90 treebanks, version=v1.1.12021.0199.2688.5898.994.2192.591.7594.1583.0678.68TrankitAveraging=macro-averag...Averaging=macro-averaged F1 over 90 treebanks2021.0199.2391.8299.0295.6594.0593.2194.2787.0683.69