Spoken Language Understanding on Spoken-SQuAD

Metric: F1 score (higher is better)

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#	Model↕	F1 score▼	Extra Data	Paper	Date↕	Code
1	ALBERT	77.1	No	End-to-end Spoken Conversational Question Answer...	2022-04-29	-
2	SpeechBERT	71.75	No	SpeechBERT: An Audio-and-text Jointly Learned La...	2019-10-25	-
3	QANet + GAN	63.11	No	Mitigating the Impact of Speech Recognition Erro...	2019-04-16	Code
4	Baseline	58.71	No	Spoken SQuAD: A Study of Mitigating the Impact o...	2018-04-01	Code

#1ALBERTSOTA
77.1
F1 score· 2022-04-29
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model
#2SpeechBERTSOTA
71.75
F1 score· 2019-10-25
SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering
#3QANet + GANSOTA
63.11
F1 score· 2019-04-16
Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation Code
#4BaselineSOTA
58.71
F1 score· 2018-04-01
Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension Code