BAAI/bge-reranker-base
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 0.5926
map at 10 0.4326
mrr at 10 0.6741
Performance L4 b1 c16
Query 5.0K tok/s
Query p50 33.2ms
CMedQAv1Reranking
Chinese medical question answering reranking (v1)
Corpus: 100,000 Queries: 2,000
Quality
map at 10 0.8073
mrr at 10 0.8414
CMedQAv2Reranking
Chinese medical question answering reranking (v2)
Corpus: 108,000 Queries: 4,000
Quality
map at 10 0.8358
mrr at 10 0.8679
MMarcoReranking
Multilingual MARCO passage reranking (Chinese)
Quality
map at 10 0.3422
mrr at 10 0.3460
Performance L4 b1 c16