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Benchmarks
Neural Pipeline on Universal Dependencies English-EWT 2.5 (test)
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99.01
Token Accuracy
Stanza
97.2316
97.6933
98.155
98.6167
Mar 16, 2020
Token Accuracy
Sentence Accuracy
Word Accuracy
UPOS Accuracy
XPOS Accuracy
UFeats Accuracy
Lemma Accuracy
UAS
LAS
Updated 1mo ago
Evaluation Results
Method
Method
Links
Token Accuracy
Sentence Accuracy
Word Accuracy
UPOS Accuracy
XPOS Accuracy
UFeats Accuracy
Lemma Accuracy
UAS
LAS
Stanza
Version=v1.0
2020.03
99.01
81.13
99.01
95.4
95.12
96.11
97.21
86.22
83.59
UDPipe
Version=v1.2
2020.03
98.9
77.4
98.9
93.26
92.75
94.23
95.45
80.22
77.03
spaCy
Version=v2.2
2020.03
97.3
61.19
97.3
86.72
90.83
-
87.05
-
-
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