HopRetriever + Sp-search

Reported on 6 benchmarks across 1 task · 1 paper · 3 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 AnsweringonHotpotQA
ANS-EM· 2020-12-31
0.671
best: 0.727 (Beam Retrieval)
SOTA
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions arXiv:2012.15534
Question AnsweringonHotpotQA
ANS-F1· 2020-12-31
0.799
best: 0.85 (Beam Retrieval)
SOTA
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions arXiv:2012.15534
Question AnsweringonHotpotQA
JOINT-EM· 2020-12-31
0.432
best: 0.505 (Beam Retrieval)
SOTA
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions arXiv:2012.15534
Question AnsweringonHotpotQA
JOINT-F1· 2020-12-31
0.706
best: 0.775 (Beam Retrieval)
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions arXiv:2012.15534
Question AnsweringonHotpotQA
SUP-EM· 2020-12-31
0.574
best: 0.663 (Beam Retrieval)
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions arXiv:2012.15534
Question AnsweringonHotpotQA
SUP-F1· 2020-12-31
0.835
best: 0.901 (Beam Retrieval)
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions arXiv:2012.15534