Grammatical Error Correction

Benchmarks

Dataset Name	SOTA Method	Metric
CoNLL 2014 (test)	AGGR-RANK*	F0.5 Score72.2	207	1mo ago
BEA shared task 2019 (test)	GRECO voting+ESC	F0.5 Score80.84	139	1mo ago
NLPCC-18 Chinese GEC (test)	Traditional Voting	Precision67.33	49	1mo ago
JFLEG	Transformer + Pre-training + Iterative refinement + Ensemble Decoding (8)	GLEU63.3	47	1mo ago
JFLEG (test)	Lichtarge et al. (2020)	GLEU64.9	45	1mo ago
GEC	TAG	Hard F1 Score36.5	40	1mo ago
CoNLL 2014		F0.565.2	39	1mo ago
MuCGEC (test)	Traditional Voting	Precision76.13	34	1mo ago
CoNLL M2 14	BERT-fuse GED + R2L	Precision (P)72.6	27	1mo ago
BEA 2019 (dev)	GRECO voting+ESC	F0.5 Score63.4	19	1mo ago
IceEC 1.0 (test)	ByT5	GLEU87.4	17	1mo ago
FCGEC (test)	Alirector	Precision69.44	17	1mo ago
NLPCC word-level (test)	Traditional Voting	Precision64.51	17	1mo ago
IceEC dyslexic	ByT5 for GEC	F0.5 Score57	16	1mo ago
IceEC (test)	ByT5 for GEC	F0.5 Score54	16	1mo ago
CoNLL-10	Base + FB learning	F0.5 Score76.88	16	1mo ago
BEA (dev)	AGGR-RANK	Precision (%)71.7	14	1mo ago
RULEC-GEC Russian (test)	gT5 xxl	F0.5 Score51.62	14	1mo ago
BEA 2019 (test)	T5-XXL	F0.575.9	12	1mo ago
BEA 19	Basic GEC	Precision74.7	12	1mo ago
FCE M2 (test)	BERT-fuse GED	Precision65	10	1mo ago
BEA (test)	AGGR-RANK	Precision87.5	9	1mo ago
FCGEC		EM65.25	9	1mo ago
FCE	ELECTRA-VERNet	Precision59.95	9	1mo ago
W&I+L (dev)		F0.555.37	9	1mo ago

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