bge-m3
distilbert-base-25lang-cased
distilbert-base-en-fr-cased
distilbert-base-fr-cased
sentence-camembert-large
sentence-flaubert-base
Solon-embeddings-base-0.1
Solon-embeddings-large-0.1
sentence-croissant-llm-base
bert-base-multilingual-cased
bert-base-multilingual-uncased
camembert-base
camembert-large
sentence-camembert-base
embed-multilingual-light-v3.0
embed-multilingual-v3.0
flaubert_base_cased
flaubert_base_uncased
flaubert_large_cased
e5-mistral-7b-instruct
multilingual-e5-base
multilingual-e5-large
multilingual-e5-small
udever-bloom-1b1
udever-bloom-560m
laser2
bge-m3-custom-fr
sentence_croissant_alpha_v0.2
sentence_croissant_alpha_v0.3
mistral-embed
LaBSE
all-MiniLM-L12-v2
all-MiniLM-L6-v2
distiluse-base-multilingual-cased-v2
multi-qa-MiniLM-L6-cos-v1
paraphrase-multilingual-MiniLM-L12-v2
paraphrase-multilingual-mpnet-base-v2
sentence-t5-base
sentence-t5-large
sentence-t5-xl
sentence-t5-xxl
text2vec-base-multilingual
text-embedding-3-large
text-embedding-3-small
text-embedding-ada-002
voyage-2
voyage-code-2
universal-sentence-encoder-multilingual-3
universal-sentence-encoder-multilingual-large-3
xlm-roberta-base
xlm-roberta-large
model
bge-m3
distilbert-base-25lang-cased
distilbert-base-en-fr-cased
distilbert-base-fr-cased
sentence-camembert-large
sentence-flaubert-base
Solon-embeddings-base-0.1
Solon-embeddings-large-0.1
sentence-croissant-llm-base
bert-base-multilingual-cased
bert-base-multilingual-uncased
camembert-base
camembert-large
sentence-camembert-base
embed-multilingual-light-v3.0
embed-multilingual-v3.0
flaubert_base_cased
flaubert_base_uncased
flaubert_large_cased
e5-mistral-7b-instruct
multilingual-e5-base
multilingual-e5-large
multilingual-e5-small
udever-bloom-1b1
udever-bloom-560m
laser2
bge-m3-custom-fr
sentence_croissant_alpha_v0.2
sentence_croissant_alpha_v0.3
mistral-embed
LaBSE
all-MiniLM-L12-v2
all-MiniLM-L6-v2
distiluse-base-multilingual-cased-v2
multi-qa-MiniLM-L6-cos-v1
paraphrase-multilingual-MiniLM-L12-v2
paraphrase-multilingual-mpnet-base-v2
sentence-t5-base
sentence-t5-large
sentence-t5-xl
sentence-t5-xxl
text2vec-base-multilingual
text-embedding-3-large
text-embedding-3-small
text-embedding-ada-002
voyage-2
voyage-code-2
universal-sentence-encoder-multilingual-3
universal-sentence-encoder-multilingual-large-3
xlm-roberta-base
xlm-roberta-large
model
Model Correlation Heatmap (Spearman)
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
Figure 11: Heatmap representing the Spearman correlations in terms of performance across models.
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