Question Answering on SearchQA

Metric: Unigram Acc (higher is better)

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#	Model↕	Unigram Acc▼	Extra Data	Paper	Date↕	Code
1	DecaProp	62.2	No	Densely Connected Attention Propagation for Read...	2018-11-10	Code
2	Bi-Attention + DCU-LSTM	49.4	No	-	-	-
3	AMANDA	46.8	No	A Question-Focused Multi-Factor Attention Networ...	2018-01-25	Code
4	Focused Hierarchical RNN	46.8	No	Focused Hierarchical RNNs for Conditional Sequen...	2018-06-12	-
5	ASR	41.3	No	Text Understanding with the Attention Sum Reader...	2016-03-04	Code

#1DecaPropSOTA
62.2
Unigram Acc· 2018-11-10
Densely Connected Attention Propagation for Reading Comprehension Code
#2Bi-Attention + DCU-LSTM
49.4
Unigram Acc
No paper
#3AMANDASOTA
46.8
Unigram Acc· 2018-01-25
A Question-Focused Multi-Factor Attention Network for Question Answering Code
#4Focused Hierarchical RNN
46.8
Unigram Acc· 2018-06-12
Focused Hierarchical RNNs for Conditional Sequence Processing
#5ASRSOTA
41.3
Unigram Acc· 2016-03-04
Text Understanding with the Attention Sum Reader Network Code