{"as_of":"2026-10-12","license":"CC-BY-4.0","license_url":"https://creativecommons.org/licenses/by/4.0/","cite_as":"The Local Bench (thelocalbench.com), data as of 2026-10-12, CC BY 4.0","source_url":"https://thelocalbench.com","category":"embed","slug":"embeddings-rerankers","label":"Embeddings and rerankers","bench":"MMTEB (multilingual) mean task score; rerankers: MTEB-R","unit":"","higher":true,"src":"Qwen3-Embedding and Qwen3-Reranker model cards (compared models taken from the MTEB leaderboard, 2025-05-24)","groups":[{"label":"Embedding models (MMTEB mean task)","ranked":[{"rank":1,"id":"qwen3-embedding-8b","name":"Qwen3 Embedding 8B","hf_repo":"Qwen/Qwen3-Embedding-8B","score":{"bench":"MMTEB (multilingual) mean task score; rerankers: MTEB-R","value":70.58,"unit":"","flag":"sourced","source":"https://huggingface.co/Qwen/Qwen3-Embedding-8B","note":"MTEB (Multilingual), mean (task)."}},{"rank":2,"id":"qwen3-embedding-0-6b","name":"Qwen3 Embedding 0.6B","hf_repo":"Qwen/Qwen3-Embedding-0.6B","score":{"bench":"MMTEB (multilingual) mean task score; rerankers: MTEB-R","value":64.33,"unit":"","flag":"sourced","source":"https://huggingface.co/Qwen/Qwen3-Embedding-8B","note":"MTEB (Multilingual), mean (task), Qwen3-Embedding card table."}},{"rank":3,"id":"multilingual-e5-large-instruct","name":"multilingual-e5-large-instruct","hf_repo":"intfloat/multilingual-e5-large-instruct","score":{"bench":"MMTEB (multilingual) mean task score; rerankers: MTEB-R","value":63.22,"unit":"","flag":"sourced","source":"https://huggingface.co/Qwen/Qwen3-Embedding-8B","note":"Row in the Qwen3-Embedding card table (taken from the MTEB leaderboard, 2025-05-24)."}},{"rank":4,"id":"bge-m3","name":"BGE-M3","hf_repo":"BAAI/bge-m3","score":{"bench":"MMTEB (multilingual) mean task score; rerankers: MTEB-R","value":59.56,"unit":"","flag":"sourced","source":"https://huggingface.co/Qwen/Qwen3-Embedding-8B","note":"Row in the Qwen3-Embedding card table (taken from the MTEB leaderboard, 2025-05-24)."}}],"not_yet_measured":[{"id":"embeddinggemma-300m","name":"EmbeddingGemma 300M","hf_repo":"google/embeddinggemma-300m"},{"id":"jina-embeddings-v3","name":"jina-embeddings-v3","hf_repo":"jinaai/jina-embeddings-v3"},{"id":"nomic-embed-text-v1-5","name":"Nomic Embed Text v1.5","hf_repo":"nomic-ai/nomic-embed-text-v1.5"}]},{"label":"Rerankers (MTEB-R)","ranked":[{"rank":1,"id":"qwen3-reranker-0-6b","name":"Qwen3 Reranker 0.6B","hf_repo":"Qwen/Qwen3-Reranker-0.6B","score":{"bench":"MMTEB (multilingual) mean task score; rerankers: MTEB-R","value":65.8,"unit":"","flag":"sourced","source":"https://huggingface.co/Qwen/Qwen3-Reranker-0.6B","note":"MTEB-R, model card table (reranker metric; not comparable with embedding scores)."}},{"rank":2,"id":"bge-reranker-v2-m3","name":"BGE Reranker v2 M3","hf_repo":"BAAI/bge-reranker-v2-m3","score":{"bench":"MMTEB (multilingual) mean task score; rerankers: MTEB-R","value":57.03,"unit":"","flag":"sourced","source":"https://huggingface.co/Qwen/Qwen3-Reranker-0.6B","note":"MTEB-R, row in the Qwen3-Reranker card table (reranker metric)."}}],"not_yet_measured":[{"id":"mxbai-rerank-large-v2","name":"mxbai-rerank-large v2","hf_repo":"mixedbread-ai/mxbai-rerank-large-v2"}]}]}