cross-encoder/ms-marco-MiniLM-L-12-v2
This model was trained on the MS Marco Passage Ranking task.
Benchmarks
AskUbuntuDupQuestions
Duplicate question detection from AskUbuntu
Corpus: 6,743 Queries: 360
Quality
ndcg at 10 0.6145
map at 10 0.4558
mrr at 10 0.6921
Performance L4 b1 c16
Query 8.2K tok/s
Query p50 31.7ms
CMedQAv1Reranking
Chinese medical question answering reranking (v1)
Corpus: 100,000 Queries: 2,000
Quality
map at 10 0.1016
mrr at 10 0.1528
CMedQAv2Reranking
Chinese medical question answering reranking (v2)
Corpus: 108,000 Queries: 4,000
Quality
map at 10 0.1218
mrr at 10 0.1812
MMarcoReranking
Multilingual MARCO passage reranking (Chinese)
Quality
map at 10 0.0426
mrr at 10 0.0446
Performance L4 b1 c16