BAAI/bge-reranker-large
We have updated the new reranker, supporting larger lengths, more languages, and achieving better performance.
Benchmarks
AskUbuntuDupQuestions
Duplicate question detection from AskUbuntu
Corpus: 6,743 Queries: 360
Quality
ndcg at 10 0.6404
map at 10 0.4835
mrr at 10 0.7114
Performance L4 b1 c16
Query TPS 6.6K
Query p50 41.4ms
CMedQAv1Reranking
Chinese medical question answering reranking (v1)
Corpus: 100,000 Queries: 2,000
Quality
map at 10 0.8164
mrr at 10 0.8492
CMedQAv2Reranking
Chinese medical question answering reranking (v2)
Corpus: 108,000 Queries: 4,000
Quality
map at 10 0.8361
mrr at 10 0.8697
MMarcoReranking
Multilingual MARCO passage reranking (Chinese)
Quality
map at 10 0.3638
mrr at 10 0.3668
Performance L4 b1 c16