Grammatical Error Correction on Falko-MERLIN

Metric: F0.5 (higher is better)

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#	Model↕	F0.5▼	Extra Data	Paper	Date↕	Code
1	Llama + 1M BT + gold	76.75	Yes	To Err Is Human, but Llamas Can Learn It Too	2024-03-08	Code
2	mT5-based multimodal MoE	76.3	Yes	-	-	-
3	gT5 xxl	75.96	Yes	A Simple Recipe for Multilingual Grammatical Err...	2021-06-07	Code
4	Transformer	73.71	Yes	Grammatical Error Correction in Low-Resource Sce...	2019-10-01	Code
5	Transformer - synthetic pretrain only	51.41	Yes	Grammatical Error Correction in Low-Resource Sce...	2019-10-01	Code
6	Multilayer Convolutional Encoder-Decoder	43.35	Yes	-	-	Code

#1Llama + 1M BT + goldSOTA
76.75
F0.5· Extra Data· 2024-03-08
To Err Is Human, but Llamas Can Learn It Too Code
#2mT5-based multimodal MoE
76.3
F0.5· Extra Data
No paper
#3gT5 xxlSOTA
75.96
F0.5· Extra Data· 2021-06-07
A Simple Recipe for Multilingual Grammatical Error Correction Code
#4TransformerSOTA
73.71
F0.5· Extra Data· 2019-10-01
Grammatical Error Correction in Low-Resource Scenarios Code
#5Transformer - synthetic pretrain only
51.41
F0.5· Extra Data· 2019-10-01
Grammatical Error Correction in Low-Resource Scenarios Code
#6Multilayer Convolutional Encoder-Decoder
43.35
F0.5· Extra Data
No paperCode