BAAI/bge-reranker-base
Primitive: /score · Score ·
XLM-RoBERTa
We have updated the new reranker, supporting larger lengths, more languages, and achieving better performance.
Overview
Hardware: — drives latency, throughput & cost
| Size | 278M params |
|---|---|
| Tasks | /score |
| License | mit |
| Languages | en, zh |
| Latency | 45 ms |
| Throughput | 21.3K tok/s |
| Cost | $0.010 /1M tok |
Cost is approximate — computed from list GPU prices; your actual price depends on the provider you deploy SIE with.
Scoring
| Inputs | text |
|---|---|
| Max sequence length | 512 |
Benchmarks
AskUbuntuDupQuestions
Duplicate question detection from AskUbuntu
CMedQAv1Reranking
Chinese medical question answering reranking (v1)
CMedQAv2Reranking
Chinese medical question answering reranking (v2)
CQADupstackPhysicsRetrieval
Duplicate question retrieval from StackExchange Physics
CosQA
Code search with natural language queries
FiQA2018
Financial opinion mining and question answering
LegalBenchConsumerContractsQA
Question answering on consumer contracts
MMarcoReranking
Multilingual MARCO passage reranking (Chinese)
NFCorpus
Biomedical literature search from NutritionFacts.org
SCIDOCS
Citation prediction, document classification, and recommendation for scientific papers
SciFact
Scientific claim verification using research literature
StackOverflowQA
Programming question answering from Stack Overflow