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 6.6K tok/s
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