DrQA

Reported on 6 benchmarks across 2 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing6 results

Question AnsweringonQuasart-T
EM· 2017-03-31
37.7
best: 54 (Cluster-Former (#C=512))
SOTA
Reading Wikipedia to Answer Open-Domain Questions arXiv:1704.00051
Question AnsweringonNatural Questions (long)
F1· 2017-03-31
46.1
best: 79.6 (DensePhrases)
SOTA
Reading Wikipedia to Answer Open-Domain Questions arXiv:1704.00051
Question AnsweringonSearchQA
EM· 2017-03-31
41.9
best: 68 (Cluster-Former (#C=512))
SOTA
Reading Wikipedia to Answer Open-Domain Questions arXiv:1704.00051
Open-Domain Question AnsweringonSearchQA
EM· 2017-03-31
41.9
best: 68 (Cluster-Former (#C=512))
SOTA
Reading Wikipedia to Answer Open-Domain Questions arXiv:1704.00051
Open-Domain Question AnsweringonSQuAD1.1
EM· 2017-03-31
70
SOTA
Reading Wikipedia to Answer Open-Domain Questions arXiv:1704.00051
Question AnsweringonSQuAD1.1
EM· 2017-03-31
70
best: 90.622 ({ANNA} (single model))
Reading Wikipedia to Answer Open-Domain Questions arXiv:1704.00051