SAN (ensemble model)

Reported on 4 benchmarks across 1 task · 1 paper · 2 SOTA

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

Natural Language Processing4 results

Question AnsweringonSQuAD2.0
EM· 2017-12-10
71.316
best: 90.939 (IE-Net (ensemble))
SOTA
Stochastic Answer Networks for Machine Reading Comprehension arXiv:1712.03556
Question AnsweringonSQuAD2.0
F1· 2017-12-10
73.704
best: 93.214 (IE-Net (ensemble))
SOTA
Stochastic Answer Networks for Machine Reading Comprehension arXiv:1712.03556
Question AnsweringonSQuAD1.1
EM· 2017-12-10
79.608
best: 90.622 ({ANNA} (single model))
Stochastic Answer Networks for Machine Reading Comprehension arXiv:1712.03556
Question AnsweringonSQuAD1.1
F1· 2017-12-10
86.496
best: 95.719 ({ANNA} (single model))
Stochastic Answer Networks for Machine Reading Comprehension arXiv:1712.03556