Embedding Model Leaderboard: MTEB Rankings March 2026 Rankings of the best embedding models by MTEB scores, comparing retrieval quality, dimensions, speed, and pricing for RAG and search.

Embedding Model Leaderboard: MTEB Rankings March 2026

awesomeagents.ai/leaderboards/embedding-m...

#Embeddings #Mteb #Rag

Generative Iterative Refinement Improves LLM Text Embeddings

Researchers introduced GIRCSE, a generative iterative refinement framework that produces soft-token embeddings; it outperforms strong LLM baselines on the Massive Text Embedding Benchmark (MTEB). getnews.me/generative-iterative-ref... #gircse #mteb

Efficient Adaptation of Large Language Models for Text Embeddings

Decoder‑only LLMs can be adapted for high‑quality text embeddings, achieving competitive scores on the English clustering track of the Massive Text Embedding Benchmark (MTEB). getnews.me/efficient-adaptation-of-... #textembeddings #llms #mteb

Jina AI - Your Search Foundation, Supercharged. Best-in-class embeddings, rerankers, web crawler scraper, deepsearch, small LMs. The search AI for multilingual and multimodal data.

Jina.ai Code #Embedding model
#SotA #MTEB #Code average 78.94%
jina.ai/news/jina-co...

#Gemini Embedding model now generally available in #Google #API and #VertexAI 🚀🏆 Top performer on #MTEB Multilingual leaderboard since March launch 🌍 Supports over 100 languages with 2048 maximum input token length

🧵 👇 #ai

Google’s New Gemini AI Embedding Model Tops Benchmark Rankings - WinBuzzer Google’s Gemini Embedding AI model has taken the top spot on the MTEB benchmark, outperforming AI models from Cohere and Mistral in text ranking and retrieval tasks.

Google’s Gemini Embedding AI model has taken the top spot on the MTEB benchmark, outperforming AI models from Cohere and Mistral

#AI #GoogleAI #SearchAI #MTEB #AIResearch #Alphabet #Google