Space: MTEB-BR/leaderboard
title: MTEB-BR Leaderboard
sdk: static
license: apache-2.0
short_description: Massive Text Embedding Benchmark for Brazilian Portuguese
thumbnail: https://mteb-br.org/img/og.png
tags: leaderboard, benchmark, embeddings, portuguese, brazilian-portuguese, mteb, retrieval, sentence-transformers
datasets: MTEB-BR/mteb-pt-results
models: Qwen/Qwen3-Embedding-8B, tencent/KaLM-Embedding-Gemma3-12B-2511, Octen/Octen-Embedding-8B, Qwen/Qwen3-Embedding-4B, Salesforce/SFR-Embedding-Mistral, BidirLM/BidirLM-1.7B-Embedding, ICT-TIME-and-Querit/BOOM_4B_v1, google/embeddinggemma-300m, Linq-AI-Research/Linq-Embed-Mistral, jinaai/jina-embeddings-v5-text-small, intfloat/multilingual-e5-large-instruct, Salesforce/SFR-Embedding-2_R, Alibaba-NLP/gte-Qwen2-7B-instruct, microsoft/harrier-oss-v1-27b, BidirLM/BidirLM-1B-Embedding, codefuse-ai/F2LLM-v2-8B, microsoft/harrier-oss-v1-0.6b, codefuse-ai/F2LLM-v2-14B, codefuse-ai/F2LLM-v2-4B, SamilPwC-AXNode-GenAI/PwC-Embedding_expr, Octen/Octen-Embedding-0.6B, telepix/PIXIE-Rune-v1.0, Qwen/Qwen3-Embedding-0.6B, Alibaba-NLP/gte-Qwen2-1.5B-instruct, Snowflake/snowflake-arctic-embed-l-v2.0, BAAI/bge-m3, codefuse-ai/F2LLM-v2-1.7B, BidirLM/BidirLM-0.6B-Embedding, ufca-llms/jua-4B-mixed, codefuse-ai/F2LLM-0.6B, microsoft/harrier-oss-v1-270m, codefuse-ai/F2LLM-v2-0.6B, intfloat/multilingual-e5-large, ibm-granite/granite-embedding-311m-multilingual-r2, ufca-llms/jua-4B-legal-only, codefuse-ai/F2LLM-v2-330M, intfloat/multilingual-e5-base, PORTULAN/serafim-100m-portuguese-pt-sentence-encoder-ir, PORTULAN/serafim-335m-portuguese-pt-sentence-encoder-ir, intfloat/multilingual-e5-small, ibm-granite/granite-embedding-107m-multilingual, ibm-granite/granite-embedding-97m-multilingual-r2, PORTULAN/serafim-900m-portuguese-pt-sentence-encoder-ir, PORTULAN/serafim-335m-portuguese-pt-sentence-encoder, PORTULAN/serafim-900m-portuguese-pt-sentence-encoder, codefuse-ai/F2LLM-v2-160M, sentence-transformers/paraphrase-multilingual-mpnet-base-v2, PORTULAN/serafim-100m-portuguese-pt-sentence-encoder, ufca-llms/Qwen3-Embedding-0.6B-jua-V2, codefuse-ai/F2LLM-v2-80M, sentence-transformers/LaBSE, lfcc/medlink-bi-encoder, intfloat/e5-small-v2, mixedbread-ai/mxbai-embed-large-v1, BAAI/bge-small-en-v1.5, neuralmind/bert-large-portuguese-cased, thenlper/gte-small, neuralmind/bert-base-portuguese-cased, stjiris/bert-large-portuguese-cased-legal-mlm-sts-v1.0, intfloat/e5-mistral-7b-instruct, nvidia/llama-embed-nemotron-8b, rufimelo/Legal-BERTimbau-sts-large, stjiris/bert-large-portuguese-cased-legal-mlm-mkd-nli-sts-v1, Mihaiii/Ivysaur, PORTULAN/albertina-900m-portuguese-ptbr-encoder, sentence-transformers/all-MiniLM-L12-v2, avsolatorio/GIST-all-MiniLM-L6-v2, sentence-transformers/all-mpnet-base-v2, ulysses-camara/legal-bert-pt-br, sentence-transformers/all-MiniLM-L6-v2, rufimelo/Legal-BERTimbau-sts-large-ma-v3, stjiris/bert-large-portuguese-cased-legal-tsdae-gpl-nli-sts-MetaKD-v0, sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
Tags: static, leaderboard, benchmark, embeddings, portuguese, brazilian-portuguese, mteb, retrieval, sentence-transformers, region:us