Retrieval on MTEB eng v2
69.4nDCG@10Qwen-3-Embedding-8B
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen-3-Embedding-8B2026.02 | 69.4 | |
| gemini-embedding-0012026.02 | 64.4 | |
| inf-retriever-v12026.02 | 64.1 | |
| NV-Embed-v22026.02 | 62.8 | |
| SPLAREPooling strategy=no-pooling, Top-K=(40, 400)2026.02 | 61.4 | |
| Linq-Embed-Mistral2026.02 | 60.1 | |
| SFR-Embedding-Mistral2026.02 | 59.3 | |
| SPLARETop-K=(40, 400)2026.02 | 59.3 | |
| jina-embeddings-v5-text-nanoParams (M)=239, Embed. Size=768, MSL=10242026.05 | 58.8 | |
| snowflake-arctic-embed-m-v2.0Params (M)=305, Embed. Size=768, MSL=10242026.05 | 58.4 | |
| gte-Qwen2-7B-instruct2026.02 | 58.1 | |
| text-embedding-3-large2026.02 | 58 | |
| e5-mistral-7b-instruct2026.02 | 57.6 | |
| jina-embeddings-v42026.02 | 56.2 | |
| SPLARETop-K=(20, 200)2026.02 | 55.9 | |
| SPLARE-2BTop-K=(40, 400)2026.02 | 55.9 | |
| Cohere-embed-multilingual-v3.02026.02 | 55.7 | |
| GritLM-7B2026.02 | 55 | |
| embeddinggemma-300mParams (M)=300, Embed. Size=768, MSL=10242026.05 | 54.6 | |
| multilingual-e5-large-instruct2026.02 | 53.5 | |
| voyage-3-large2026.02 | 53.5 | |
| granite-embedding-311m-multilingual-r2Params (M)=311, Embed. Size=768, MSL=10242026.05 | 52.6 | |
| harrier-oss-v1-270mParams (M)=270, Embed. Size=640, MSL=10242026.05 | 52.1 | |
| granite-embedding-278m-multilingualParams (M)=278, Embed. Size=768, MSL=10242026.05 | 51.5 | |
| gte-multilingual-baseParams (M)=305, Embed. Size=768, MSL=10242026.05 | 50.8 | |
| SPLARETop-K=(10, 100)2026.02 | 50.1 | |
| granite-embedding-97m-multilingual-r2Params (M)=97, Embed. Size=384, MSL=10242026.05 | 50.1 | |
| multilingual-e5-baseParams (M)=278, Embed. Size=768, MSL=10242026.05 | 49 | |
| f2llm-v2-80mParams (M)=80, Embed. Size=320, MSL=10242026.05 | 47.5 | |
| multilingual-e5-smallParams (M)=96, Embed. Size=384, MSL=10242026.05 | 46.5 | |
| granite-embedding-107m-multilingualParams (M)=107, Embed. Size=384, MSL=10242026.05 | 40.7 |