readme: ---
  pipeline_tag: sentence-similarity
  tags:
  - text-embedding
  - embeddings
  - information-retrieval
  - beir
  - text-classification
  - language-model
  - text-clustering
  - text-semantic-similarity
  - text-evaluation
  - prompt-retrieval
  - text-reranking
  - sentence-transformers
  - feature-extraction
  - sentence-similarity
  - transformers
  - t5
  - English
  - Sentence Similarity
  - natural_questions
  - ms_marco
  - fever
  - hotpot_qa
  - mteb
  language: en
  inference: false
  license: apache-2.0
  model-index:
  - name: final_xl_results
    results:
    - task:
        type: Classification
      dataset:
        type: mteb/amazon_counterfactual
        name: MTEB AmazonCounterfactualClassification (en)
        config: en
        split: test
        revision: e8379541af4e31359cca9fbcf4b00f2671dba205
      metrics:
      - type: accuracy
        value: 85.08955223880596
      - type: ap
        value: 52.66066378722476
      - type: f1
        value: 79.63340218960269
    - task:
        type: Classification
      dataset:
        type: mteb/amazon_polarity
        name: MTEB AmazonPolarityClassification
        config: default
        split: test
        revision: e2d317d38cd51312af73b3d32a06d1a08b442046
      metrics:
      - type: accuracy
        value: 86.542
      - type: ap
        value: 81.92695193008987
      - type: f1
        value: 86.51466132573681
    - task:
        type: Classification
      dataset:
        type: mteb/amazon_reviews_multi
        name: MTEB AmazonReviewsClassification (en)
        config: en
        split: test
        revision: 1399c76144fd37290681b995c656ef9b2e06e26d
      metrics:
      - type: accuracy
        value: 42.964
      - type: f1
        value: 41.43146249774862
    - task:
        type: Retrieval
      dataset:
        type: arguana
        name: MTEB ArguAna
        config: default
        split: test
        revision: None
      metrics:
      - type: map_at_1
        value: 29.872
      - type: map_at_10
        value: 46.342
      - type: map_at_100
        value: 47.152
      - type: map_at_1000
        value: 47.154
      - type: map_at_3
        value: 41.216
      - type: map_at_5
        value: 44.035999999999994
      - type: mrr_at_1
        value: 30.939
      - type: mrr_at_10
        value: 46.756
      - type: mrr_at_100
        value: 47.573
      - type: mrr_at_1000
        value: 47.575
      - type: mrr_at_3
        value: 41.548
      - type: mrr_at_5
        value: 44.425
      - type: ndcg_at_1
        value: 29.872
      - type: ndcg_at_10
        value: 55.65
      - type: ndcg_at_100
        value: 58.88099999999999
      - type: ndcg_at_1000
        value: 58.951
      - type: ndcg_at_3
        value: 45.0
      - type: ndcg_at_5
        value: 50.09
      - type: precision_at_1
        value: 29.872
      - type: precision_at_10
        value: 8.549
      - type: precision_at_100
        value: 0.991
      - type: precision_at_1000
        value: 0.1
      - type: precision_at_3
        value: 18.658
      - type: precision_at_5
        value: 13.669999999999998
      - type: recall_at_1
        value: 29.872
      - type: recall_at_10
        value: 85.491
      - type: recall_at_100
        value: 99.075
      - type: recall_at_1000
        value: 99.644
      - type: recall_at_3
        value: 55.974000000000004
      - type: recall_at_5
        value: 68.35
    - task:
        type: Clustering
      dataset:
        type: mteb/arxiv-clustering-p2p
        name: MTEB ArxivClusteringP2P
        config: default
        split: test
        revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
      metrics:
      - type: v_measure
        value: 42.452729850641276
    - task:
        type: Clustering
      dataset:
        type: mteb/arxiv-clustering-s2s
        name: MTEB ArxivClusteringS2S
        config: default
        split: test
        revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
      metrics:
      - type: v_measure
        value: 32.21141846480423
    - task:
        type: Reranking
      dataset:
        type: mteb/askubuntudupquestions-reranking
        name: MTEB AskUbuntuDupQuestions
        config: default
        split: test
        revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
      metrics:
      - type: map
        value: 65.34710928952622
      - type: mrr
        value: 77.61124301983028
    - task:
        type: STS
      dataset:
        type: mteb/biosses-sts
        name: MTEB BIOSSES
        config: default
        split: test
        revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
      metrics:
      - type: cos_sim_spearman
        value: 84.15312230525639
    - task:
        type: Classification
      dataset:
        type: mteb/banking77
        name: MTEB Banking77Classification
        config: default
        split: test
        revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
      metrics:
      - type: accuracy
        value: 82.66233766233766
      - type: f1
        value: 82.04175284777669
    - task:
        type: Clustering
      dataset:
        type: mteb/biorxiv-clustering-p2p
        name: MTEB BiorxivClusteringP2P
        config: default
        split: test
        revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
      metrics:
      - type: v_measure
        value: 37.36697339826455
    - task:
        type: Clustering
      dataset:
        type: mteb/biorxiv-clustering-s