Question Answering on QASent

Metric: MRR (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	MRR▼	Extra Data	Paper	Date↕	Code
1	Attentive LSTM	0.8117	No	Neural Variational Inference for Text Processing	2015-11-19	Code
2	LSTM (lexical overlap + dist output)	0.7986	No	Neural Variational Inference for Text Processing	2015-11-19	Code
3	Bigram-CNN (lexical overlap + dist output)	0.7846	No	Deep Learning for Answer Sentence Selection	2014-12-04	Code
4	Paragraph vector (lexical overlap + dist output)	0.7514	No	Distributed Representations of Sentences and Doc...	2014-05-16	Code
5	LSTM	0.7235	No	Neural Variational Inference for Text Processing	2015-11-19	Code
6	Bigram-CNN	0.6613	No	Deep Learning for Answer Sentence Selection	2014-12-04	Code
7	Paragraph vector	0.6023	No	Distributed Representations of Sentences and Doc...	2014-05-16	Code

#1Attentive LSTMSOTA
0.8117
MRR· 2015-11-19
Neural Variational Inference for Text Processing Code
#2LSTM (lexical overlap + dist output)
0.7986
MRR· 2015-11-19
Neural Variational Inference for Text Processing Code
#3Bigram-CNN (lexical overlap + dist output)SOTA
0.7846
MRR· 2014-12-04
Deep Learning for Answer Sentence Selection Code
#4Paragraph vector (lexical overlap + dist output)SOTA
0.7514
MRR· 2014-05-16
Distributed Representations of Sentences and Documents Code
#5LSTM
0.7235
MRR· 2015-11-19
Neural Variational Inference for Text Processing Code
#6Bigram-CNN
0.6613
MRR· 2014-12-04
Deep Learning for Answer Sentence Selection Code
#7Paragraph vector
0.6023
MRR· 2014-05-16
Distributed Representations of Sentences and Documents Code