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SOTA Part-of-Speech Tagging benchmarks and papers with code | Wizwand
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Part-of-Speech Tagging
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Penn TreeBank (test)
Meta-BiLSTM
Accuracy
97.96
64
3d ago
WSJ (test)
Ling et al.
Accuracy
97.78
51
3d ago
TWEEBANK V2 (test)
ACE
Accuracy
95.8
38
3d ago
POS (test)
ELMo + Multi-task
Accuracy
97.79
33
3d ago
UD Average 1.2 (test)
AT POS tagger
Accuracy
96.65
22
3d ago
UD (Universal Dependencies) Indonesian (test)
Stanza
Accuracy
93.7
17
3d ago
DaNE (test)
DaCy large
Accuracy
98.39
14
3d ago
POS
GPT-Neo
Accuracy
83.56
13
3d ago
CTB5
BERT+DSC
Precision
97.1
13
3d ago
Universal Dependencies (UD) (test)
AIN-1O
Accuracy
94.97
12
3d ago
Wall Street Journal (WSJ) section 23 (test)
BiLSTM-LAN
Accuracy
97.65
12
3d ago
UD 2 (test)
BABERT-LE
F1 Score
95.7
11
3d ago
UD1 (test)
BABERT-LE
F1 Score
95.74
11
3d ago
CTB 6.0 (test)
BABERT-LE
F1 Score
95.24
11
3d ago
CTB6
BERT+DSC
F1 Score
96.57
11
3d ago
Penn Treebank POS (test)
LSTM-CRF+char-IntNet-5
F1 Score
97.58
10
3d ago
CAS-POS
Pantagruel-B-Wk-MLM
MacF1
96.8
8
3d ago
ESSAI POS
CamemBERT-B-Wk
MacF1
96.3
8
3d ago
CoNLL 2003 (test)
MAGNET
Accuracy
93.34
8
3d ago
NIIVTB POS
CafeBERT
F1 Score
84.04
8
3d ago
UD non-Indo-European 1.2 (test)
FREQBIN
Accuracy
96.28
8
3d ago
UD Indo-European 1.2 (test)
bi-LSTM (w+c+Polyglot)
Accuracy
96.63
8
3d ago
EWT (test)
Ref.
Accuracy
0.9214
7
3d ago
UD EWT
TAPIR-Trf
Error Rate (CT)
0.023
7
3d ago
CoNLL
TAPIR-LT
CT (Coverage Threshold)
2.3
7
3d ago
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