SOTA Part-of-Speech Tagging benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Penn TreeBank (test)	Meta-BiLSTM	Accuracy97.96	64	3d ago
WSJ (test)	Ling et al.	Accuracy97.78	51	3d ago
TWEEBANK V2 (test)	ACE	Accuracy95.8	38	3d ago
POS (test)	ELMo + Multi-task	Accuracy97.79	33	3d ago
UD Average 1.2 (test)	AT POS tagger	Accuracy96.65	22	3d ago
UD (Universal Dependencies) Indonesian (test)	Stanza	Accuracy93.7	17	3d ago
DaNE (test)	DaCy large	Accuracy98.39	14	3d ago
POS	GPT-Neo	Accuracy83.56	13	3d ago
CTB5	BERT+DSC	Precision97.1	13	3d ago
Universal Dependencies (UD) (test)	AIN-1O	Accuracy94.97	12	3d ago
Wall Street Journal (WSJ) section 23 (test)	BiLSTM-LAN	Accuracy97.65	12	3d ago
UD 2 (test)	BABERT-LE	F1 Score95.7	11	3d ago
UD1 (test)	BABERT-LE	F1 Score95.74	11	3d ago
CTB 6.0 (test)	BABERT-LE	F1 Score95.24	11	3d ago
CTB6	BERT+DSC	F1 Score96.57	11	3d ago
Penn Treebank POS (test)	LSTM-CRF+char-IntNet-5	F1 Score97.58	10	3d ago
CAS-POS	Pantagruel-B-Wk-MLM	MacF196.8	8	3d ago
ESSAI POS	CamemBERT-B-Wk	MacF196.3	8	3d ago
CoNLL 2003 (test)	MAGNET	Accuracy93.34	8	3d ago
NIIVTB POS	CafeBERT	F1 Score84.04	8	3d ago
UD non-Indo-European 1.2 (test)	FREQBIN	Accuracy96.28	8	3d ago
UD Indo-European 1.2 (test)	bi-LSTM (w+c+Polyglot)	Accuracy96.63	8	3d ago
EWT (test)	Ref.	Accuracy0.9214	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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