BigBird-etc

Reported on 5 benchmarks across 1 task · 1 paper · 4 SOTA

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

Natural Language Processing5 results

Question AnsweringonHotpotQA
ANS-F1· 2020-07-28
0.755
best: 0.85 (Beam Retrieval)
SOTA
Big Bird: Transformers for Longer Sequences arXiv:2007.14062
Question AnsweringonHotpotQA
JOINT-F1· 2020-07-28
0.736
best: 0.775 (Beam Retrieval)
SOTA
Big Bird: Transformers for Longer Sequences arXiv:2007.14062
Question AnsweringonHotpotQA
SUP-F1· 2020-07-28
0.891
best: 0.901 (Beam Retrieval)
SOTA
Big Bird: Transformers for Longer Sequences arXiv:2007.14062
Question AnsweringonWikiHop
Test· 2020-07-28
82.3
SOTA
Big Bird: Transformers for Longer Sequences arXiv:2007.14062
Question AnsweringonTriviaQA
F1· 2020-07-28
80.9
best: 83.6 (SpanBERT)
Big Bird: Transformers for Longer Sequences arXiv:2007.14062