Question Answering on Quasar

Metric: EM (Quasar-T) (higher is better)

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#	Model↕	EM (Quasar-T)▼	Extra Data	Paper	Date↕	Code
1	Evidence Aggregation via R^3 Re-Ranking	42.3	No	Evidence Aggregation for Answer Re-Ranking in Op...	2017-11-14	Code
2	Denoising QA	42.2	No	-	-	Code
3	DecaProp	38.6	No	Densely Connected Attention Propagation for Read...	2018-11-10	Code
4	R^3	35.3	No	R$^3$: Reinforced Reader-Ranker for Open-Domain ...	2017-08-31	Code
5	GA	26.4	No	Gated-Attention Readers for Text Comprehension	2016-06-05	Code
6	BiDAF	25.9	No	Bidirectional Attention Flow for Machine Compreh...	2016-11-05	Code

#1Evidence Aggregation via R^3 Re-RankingSOTA
42.3
EM (Quasar-T)· 2017-11-14
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Code
#2Denoising QA
42.2
EM (Quasar-T)
No paperCode
#3DecaProp
38.6
EM (Quasar-T)· 2018-11-10
Densely Connected Attention Propagation for Reading Comprehension Code
#4R^3SOTA
35.3
EM (Quasar-T)· 2017-08-31
R$^3$: Reinforced Reader-Ranker for Open-Domain Question Answering Code
#5GASOTA
26.4
EM (Quasar-T)· 2016-06-05
Gated-Attention Readers for Text Comprehension Code
#6BiDAF
25.9
EM (Quasar-T)· 2016-11-05
Bidirectional Attention Flow for Machine Comprehension Code