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README.md
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---
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pipeline_tag: sentence-similarity
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tags:
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- sentence-transformers
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- feature-extraction
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- sentence-similarity
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- transformers
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license: mit
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datasets:
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- unicamp-dl/mmarco
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---
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model-index:
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- name: mmarco-bert-base-italian-uncased
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results:
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- task:
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type: Classification
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dataset:
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type: mteb/amazon_massive_intent
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name: MTEB MassiveIntentClassification (it)
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config: it
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split: test
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revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
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metrics:
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- type: accuracy
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value: 55.06052454606589
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- type: f1
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value: 54.014768121214104
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- task:
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type: Classification
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dataset:
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type: mteb/amazon_massive_scenario
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name: MTEB MassiveScenarioClassification (it)
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config: it
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split: test
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revision: 7d571f92784cd94a019292a1f45445077d0ef634
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metrics:
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- type: accuracy
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value: 63.04303967720243
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- type: f1
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value: 62.695230714417406
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- task:
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type: STS
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dataset:
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type: mteb/sts22-crosslingual-sts
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name: MTEB STS22 (it)
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config: it
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split: test
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revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
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metrics:
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- type: cos_sim_pearson
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value: 64.73840574137837
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- type: cos_sim_spearman
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value: 69.44233124548987
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- type: euclidean_pearson
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value: 67.65045364124317
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- type: euclidean_spearman
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value: 69.586510471675
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- type: manhattan_pearson
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value: 67.76125181623837
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- type: manhattan_spearman
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value: 69.61010945802974
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pipeline_tag: sentence-similarity
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tags:
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- sentence-transformers
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- feature-extraction
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- sentence-similarity
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- transformers
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- mteb
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license: mit
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datasets:
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- unicamp-dl/mmarco
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