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Chinese Spelling Check on SIGHAN13 (test)

85.4Detection F1

REALISE

Updated 1mo ago

Evaluation Results

Method	Links
REALISE 2021.05		85.4	82.7	88.6	82.5	81.4	87.2	81.2	84.1	-	-	-
BERT 2021.05		84.9	-	-	-	-	-	-	84.4	-	-	-
Soft-masked BERT 2021.05		84.9	-	-	-	-	-	-	84.2	-	-	-
SpellGCN 2021.05		84.6	-	-	-	-	-	-	84	-	-	-
Soft-masked BERT 2021.05		84.1	-	-	-	-	-	-	83.3	-	-	-
BERT 2021.05		84	-	-	-	-	-	-	83.5	-	-	-
SpellGCN 2021.05		83.4	-	-	-	-	-	-	82.6	-	-	-
BERT 2021.05		82.9	-	-	-	-	-	-	82.1	-	-	-
SpellGCN 2021.05		82.1	78.8	85.7	78.8	77.8	84.6	77.8	81	-	-	-
BERT 2021.05		80.8	77	85	77	75.2	83	75.2	78.9	-	-	-
SpellGCN 2021.05		80.8	-	-	-	-	-	-	80	-	-	-
Soft-masked BERT 2021.05		80.6	-	-	-	-	-	-	79.1	-	-	-
SpellGCN 2021.05		77.2	-	80.1	74.4	-	78.3	72.7	75.4	-	-	-
BERT 2021.05		75.8	-	79	72.8	-	77.7	71.6	74.6	-	-	-
FASpell 2021.05		69.1	63.1	76.2	63.2	60.5	73.1	60.5	66.2	-	-	-
Sequence Labeling 2021.05		60.7	-	54	69.3	-	-	-	52.1	-	-	-
BERT 2023.05		-	-	-	-	-	-	-	-	85	77	80.8
SpellGCN 2023.05		-	-	-	-	-	-	-	-	80.1	74.4	77.2
DCN 2023.05		-	-	-	-	-	-	-	-	86.8	79.6	83
MLM-phonetics 2023.05		-	-	-	-	-	-	-	-	82	78.3	80.1
REALISE 2023.05		-	-	-	-	-	-	-	-	88.6	82.5	85.4
LEAD 2023.05		-	-	-	-	-	-	-	-	88.3	83.4	85.8
DORM 2023.05		-	-	-	-	-	-	-	-	87.9	83.7	85.8
BERT 2023.05		-	-	-	-	-	-	-	-	83	75.2	78.9
SpellGCN 2023.05		-	-	-	-	-	-	-	-	78.3	72.7	75.4
DCN 2023.05		-	-	-	-	-	-	-	-	84.7	77.7	81
MLM-phonetics 2023.05		-	-	-	-	-	-	-	-	79.5	77	78.2
REALISE 2023.05		-	-	-	-	-	-	-	-	87.2	81.2	84.1
LEAD 2023.05		-	-	-	-	-	-	-	-	87.2	82.4	84.7
DORM 2023.05		-	-	-	-	-	-	-	-	86.8	82.7	84.7