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Benchmarks
Grammatical Error Type Identification on FCGEC (test)
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73.04
Accuracy
Human
52.7288
58.0019
63.275
68.5481
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
73.04
76.74
57.15
64.4
RoBERTa-Large
Independent runs=10, T...
2022.10
60.04
59.86
69.28
64.1
MacBERT-Large
Independent runs=10, T...
2022.10
57.86
57.29
63.51
59.76
StructBERT-Large
Independent runs=10, T...
2022.10
57.86
60.13
67.98
62.68
BERT
Independent runs=10, T...
2022.10
56.53
56.87
63.15
59.15
RoBERTa
Independent runs=10, T...
2022.10
54.9
58.78
65.34
61.33
MacBERT
Independent runs=10, T...
2022.10
53.51
56.2
64.58
59.22
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