Question Answering on CoQA

Metric: Out-of-domain (higher is better)

LeaderboardDataset

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#	Model↕	Out-of-domain▼	Extra Data	Paper	Date↕	Code
1	BERT Large Augmented (single model)	77.6	No	BERT: Pre-training of Deep Bidirectional Transfo...	2018-10-11	Code
2	BERT-base finetune (single model)	74.1	No	BERT: Pre-training of Deep Bidirectional Transfo...	2018-10-11	Code
3	FlowQA (single model)	71.8	No	FlowQA: Grasping Flow in History for Conversatio...	2018-10-06	Code
4	BiDAF++ (single model)	63.8	No	A Qualitative Comparison of CoQA, SQuAD 2.0 and ...	2018-09-27	Code
5	DrQA + seq2seq with copy attention (single model)	60.4	No	CoQA: A Conversational Question Answering Challe...	2018-08-21	Code
6	Vanilla DrQA (single model)	47.9	No	CoQA: A Conversational Question Answering Challe...	2018-08-21	Code

#1BERT Large Augmented (single model)SOTA
77.6
Out-of-domain· 2018-10-11
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Code
#2BERT-base finetune (single model)
74.1
Out-of-domain· 2018-10-11
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Code
#3FlowQA (single model)SOTA
71.8
Out-of-domain· 2018-10-06
FlowQA: Grasping Flow in History for Conversational Machine Comprehension Code
#4BiDAF++ (single model)SOTA
63.8
Out-of-domain· 2018-09-27
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC Code
#5DrQA + seq2seq with copy attention (single model)SOTA
60.4
Out-of-domain· 2018-08-21
CoQA: A Conversational Question Answering Challenge Code
#6Vanilla DrQA (single model)
47.9
Out-of-domain· 2018-08-21
CoQA: A Conversational Question Answering Challenge Code