Reranking on MTEB 8-task suite
65.61Average Reranking ScoreQuerit/Querit-Reranker-4B
Evaluation results
| Method | Links | |
|---|---|---|
| Querit/Querit-Reranker-4BSize=4B2026.06 | 65.61 | |
| codefuse-ai/F2LLM-v2-14BSize=14B2026.06 | 65.45 | |
| codefuse-ai/F2LLM-v2-8BSize=8B2026.06 | 65.3 | |
| codefuse-ai/F2LLM-v2-4BSize=4B2026.06 | 64.55 | |
| codefuse-ai/F2LLM-v2-1.7BSize=1.7B2026.06 | 62.69 | |
| Qwen/Qwen3-Embedding-8BSize=8B2026.06 | 62.11 | |
| Alibaba-NLP/gte-Qwen2-7B-instructSize=7B2026.06 | 61.78 | |
| jinaai/jina-embeddings-v5-text-smallSize=0.6B2026.06 | 61.59 | |
| jinaai/jina-embeddings-v5-omni-smallSize=2B2026.06 | 61.59 | |
| Qwen/Qwen3-Embedding-4BSize=4B2026.06 | 61.5 | |
| Querit/Querit-Reranker-A0.4BSize=0.4B2026.06 | 61.44 | |
| google/gemini-embedding-001Size=N/A2026.06 | 61.34 | |
| jinaai/jina-embeddings-v5-text-nanoSize=0.2B2026.06 | 60.78 | |
| jinaai/jina-embeddings-v5-omni-nanoSize=1B2026.06 | 60.78 | |
| codefuse-ai/F2LLM-v2-0.6BSize=0.6B2026.06 | 60.77 | |
| Salesforce/SFR-Embedding-MistralSize=7B2026.06 | 60.68 | |
| Linq-AI-Research/Linq-Embed-MistralSize=7B2026.06 | 60.64 | |
| nvidia/NV-Embed-v1Size=8B2026.06 | 60.51 | |
| intfloat/e5-mistral-7b-instructSize=7B2026.06 | 60.31 | |
| nvidia/NV-Embed-v2Size=8B2026.06 | 60.27 |