BM25S

Reported on 3 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.

Methodology3 results

RetrievalonQuora Question Pairs
Queries per second· 2024-07-04
183.53
SOTA
BM25S: Orders of magnitude faster lexical search via eager sparse scoring arXiv:2407.03618
RetrievalonHotpotQA
Queries per second· 2024-07-04
20.88
SOTA
BM25S: Orders of magnitude faster lexical search via eager sparse scoring arXiv:2407.03618
RetrievalonNatural Questions
Queries per second· 2024-07-04
41.85
SOTA
BM25S: Orders of magnitude faster lexical search via eager sparse scoring arXiv:2407.03618