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Benchmarks
Grammatical Error Detection on FCGEC (test)
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82.65
Accuracy
Human
71.7508
74.5804
77.41
80.2396
Oct 22, 2022
Accuracy
Precision
Recall
F1 Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
Human
Annotators=25, Native...
2022.10
82.65
84.08
83.88
82.63
StructBERT-Large
Independent runs=10, T...
2022.10
77.63
77.48
77.73
77.52
MacBERT-Large
Independent runs=10, T...
2022.10
77.07
76.99
77.01
76.86
RoBERTa-Large
Independent runs=10, T...
2022.10
76.82
76.69
76.86
76.68
RoBERTa
Independent runs=10, T...
2022.10
74.84
74.82
74.91
74.68
MacBERT
Independent runs=10, T...
2022.10
74.12
74.15
74.25
73.98
BERT
Independent runs=10, T...
2022.10
72.17
71.99
72.12
71.75
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