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Model · Hugging Face

BAAI/bge-base-en

Author / organizationBAAI
License (as declared)mit
Downloads2.3M (as reported by Hugging Face)
Likes70
Taskfeature-extraction
Librarytransformers
Created5 August 2023
Last updated at source—
transformerspytorchonnxsafetensorsbertfeature-extractionmtebenmodel-indextext-embeddings-inferenceendpoints_compatible
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Reported results

DatasetMetricValue
MTEB AmazonCounterfactualClassification (en) · testaccuracy75.7313
MTEB AmazonCounterfactualClassification (en) · testap38.9728
MTEB AmazonCounterfactualClassification (en) · testf169.8174
MTEB AmazonPolarityClassification · testaccuracy92.5652
MTEB AmazonPolarityClassification · testap88.8882
MTEB AmazonPolarityClassification · testf192.5482
MTEB AmazonReviewsClassification (en) · testaccuracy46.91
MTEB AmazonReviewsClassification (en) · testf146.2854
MTEB ArguAna · testmap_at_138.834
MTEB ArguAna · testmap_at_1053.564
MTEB ArguAna · testmap_at_10054.23
MTEB ArguAna · testmap_at_100054.235
MTEB ArguAna · testmap_at_349.49
MTEB ArguAna · testmap_at_551.784
MTEB ArguAna · testmrr_at_139.26
MTEB ArguAna · testmrr_at_1053.744

Reported by the model's authors in the model card. Not independently verified, and setups differ between authors, so scores from different models are not always comparable. Each value links to its source.

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