Organization,Model,Model Size (Parameters),nDCG@10,nDCG@50
Crossing Minds,cm-rerank-mxbai-rlaif-v0.1,335M,0.7238,0.7225
BAAI,bge-en-icl,7.1B,0.7192,0.7081
nvidia,NV-Embed-v2,7.85B,0.7078,0.6998
Salesforce,SFR-Embedding-2_R,7.1B,0.6925,0.6859
Alibaba NLP,gte-Qwen2-7B-instruct,7.6B,0.6877,0.6837
Cohere,embed-english-v3.0,N/A,0.6876,0.6831
nvidia,NV-Retriever-v1,7.1B,0.6878,0.6829
dunzhang,stella_en_1.5B_v5,1.5B,0.6885,0.6828
Alibaba NLP,gte-Qwen2-1.5B-instruct,1.8B,0.6865,0.6825
mixedbread ai,mxbai-embed-large-v1,335M,0.6787,0.6782
OpenAI,text-embedding-3-large,N/A,0.6818,0.6774
mixedbread ai,mxbai-embed-large-v1@384,335M,0.6757,0.6756
OpenAI,text-embedding-3-small,N/A,0.6787,0.6740
Linq AI Research,Linq-Embed-Mistral,7.1B,0.6793,0.6731
Snowflake,snowflake-arctic-embed-s,33M,0.6715,0.6684
zeta alpha ai,Zeta-Alpha-E5-Mistral,7.1B,0.6704,0.6672
sentence transformers,sentence-transformers/all-MiniLM-L6-v2,23M,0.6672,0.6665
Voyage AI,voyage-3-lite,N/A,0.6681,0.6660
sentence transformers,multi-qa-distilbert-cos-v1,66M,0.6660,0.6657
sentence transformers,multi-qa-MiniLM-L6-cos-v1,23M,0.6650,0.6652
sentence transformers,all-mpnet-base-v2,110M,0.6655,0.6650
sentence transformers,all-MiniLM-L12-v2,33M,0.6651,0.6646
Snowflake,snowflake-arctic-embed-l,334M,0.6686,0.6641
sentence transformers,multi-qa-mpnet-base-dot-v1,109M,0.6645,0.6639
Snowflake,snowflake-arctic-embed-m-v1.5,109M,0.6646,0.6630
Cohere,rerank-english-v3.0,N/A,0.6679,0.6604
Voyage AI,rerank-2,N/A,0.6386,0.6432