BAAI/bge-reranker-base

like0

license: mit
language:
- en
- zh
tags:
- mteb
- text-embeddings-inference
model-index:
- name: bge-reranker-base
  results:
  - task:
      type: Reranking
    dataset:
      type: C-MTEB/CMedQAv1-reranking
      name: MTEB CMedQAv1
      config: default
      split: test
      revision: None
    metrics:
    - type: map
      value: 81.27206722525007
    - type: mrr
      value: 84.14238095238095
  - task:
      type: Reranking
    dataset:
      type: C-MTEB/CMedQAv2-reranking
      name: MTEB CMedQAv2
      config: default
      split: test
      revision: None
    metrics:
    - type: map
      value: 84.10369934291236
    - type: mrr
      value: 86.79376984126984
  - task:
      type: Reranking
    dataset:
      type: C-MTEB/Mmarco-reranking
      name: MTEB MMarcoReranking
      config: default
      split: dev
      revision: None
    metrics:
    - type: map
      value: 35.4600511272538
    - type: mrr
      value: 34.60238095238095
  - task:
      type: Reranking
    dataset:
      type: C-MTEB/T2Reranking
      name: MTEB T2Reranking
      config: default
      split: dev
      revision: None
    metrics:
    - type: map
      value: 67.27728847727172
    - type: mrr
      value: 77.1315192743764
pipeline_tag: text-classification
library_name: sentence-transformers