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intfloat/e5-base-v2

Sentence Similarity·intfloat· 2.2M· 156
sentence-transformers mit arxiv:2212.03533arxiv:2104.08663

sentence similarity · sentence-transformers model

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Model details

Task
Sentence Similarity
Provider
intfloat
Framework
sentence-transformers
License
mit
Downloads
2.2M
Likes
156
Paper
arXiv:2212.03533
Updated
2025-02-17

About intfloat/e5-base-v2

--- tags: - mteb - Sentence Transformers - sentence-similarity - sentence-transformers model-index: - name: e5-base-v2 results: - task: type: Classification dataset: type: mteb/amazoncounterfactual name: MTEB AmazonCounterfactualClassification (en) config: en split: test revision: e8379541af4e31359cca9fbcf4b00f2671dba205 metrics: - type: accuracy value: 77.77611940298506 - type: ap value: 42.052710266606056 - type: f1 value: 72.12040628266567 - task: type: Classification dataset: type: mteb/amazonpolarity name: MTEB AmazonPolarityClassification config: default split: test revision: e2d317d38cd51312af73b3d32a06d1a08b442046 metrics: - type: accuracy value: 92.81012500000001 - type: ap value: 89.4213700757244 - type: f1 value: 92.8039091197065 - task: type: Classification dataset: type: mteb/amazonreviewsmulti name: MTEB AmazonReviewsClassification (en) config: en split: test revision: 1399c76144fd37290681b995c656ef9b2e06e26d metrics: - type: accuracy value: 46.711999999999996 - type: f1 value: 46.11544975436018 - task: type: Retrieval dataset: type: arguana name: MTEB ArguAna config: default split: test revision: None metrics: - type: mapat1 value: 23.186 - type: mapat10 value: 36.632999999999996 - type: mapat100 value: 37.842 - type: mapat1000 value: 37.865 - type: mapat

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