Open-Domain Question Answering on SearchQA

Metric: N-gram F1 (higher is better)

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#	Model↕	N-gram F1▼	Extra Data	Paper	Date↕	Code
1	DecaProp	70.8	No	Densely Connected Attention Propagation for Read...	2018-11-10	Code
2	Bi-Attention + DCU-LSTM	59.5	No	-	-	-
3	AMANDA	56.6	No	A Question-Focused Multi-Factor Attention Networ...	2018-01-25	Code
4	Focused Hierarchical RNN	53.4	No	Focused Hierarchical RNNs for Conditional Sequen...	2018-06-12	-
5	ASR	22.8	No	Text Understanding with the Attention Sum Reader...	2016-03-04	Code

#1DecaPropSOTA
70.8
N-gram F1· 2018-11-10
Densely Connected Attention Propagation for Reading Comprehension Code
#2Bi-Attention + DCU-LSTM
59.5
N-gram F1
No paper
#3AMANDASOTA
56.6
N-gram F1· 2018-01-25
A Question-Focused Multi-Factor Attention Network for Question Answering Code
#4Focused Hierarchical RNN
53.4
N-gram F1· 2018-06-12
Focused Hierarchical RNNs for Conditional Sequence Processing
#5ASRSOTA
22.8
N-gram F1· 2016-03-04
Text Understanding with the Attention Sum Reader Network Code