Santi Diana
Added retrieval and revaluated every model
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Model name,Model Size (GB),Embedding Dimensions,Average,Classification Average,Clustering Average,STS Average,Retrieval Average
bge-large-en-v1.5,,,45.25,52.27,34.55,68.77,25.41
e5-large-v2,,,45.87,56.15,30.97,71.76,24.6
multilingual-e5-base,,,51.14,63.88,32.28,77.53,30.85
multilingual-e5-LARGE-tuned-double-dataset-b16-e5,,,50.87,62.65,33.34,79.74,27.75
multilingual-e5-large,,,52.58,66.6,34.37,77.83,31.5
paraphrase-multilingual-mpnet-base-v2,,,50.47,65.68,35.9,72.53,27.78
paraphrase-spanish-distilroberta,,,50.6,63.98,34.82,74.7,28.92
retromae_es_67000,,,40.79,58.27,19.57,67.64,17.67
RetroMAE-finetuned-stsb_multi_es_aug_gpt3.5-turbo_v2,,,47.71,59.63,32.17,74.3,24.73
sentence_similarity_spanish_es,,,47.22,61.77,28.58,75.22,23.3
sentence-t5-xl,,,47.42,61.64,32.34,70.79,24.91
bert-base-spanish-wwm-uncased,,,37.28,57.35,21.2,57.38,13.17
bertin-roberta-base-spanish,,,22.13,28.57,4.72,47.67,7.56
roberta-base-bne,,,37.25,56.27,21.44,59.49,11.79