Information Retrieval on REALSCHOLAR
70MAPQwen3-Embedding-8B
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-Embedding-8BSetting=Optimized2026.05 | 70 | |
| Qwen3-Embedding-8BSetting=Optimized2026.05 | 70 | |
| Qwen3-Embedding-8BSetting=Optimized2026.05 | 70 | |
| Qwen3-Embedding-8BSetting=Rerank-only2026.05 | 68 | |
| Qwen3-Embedding-8BSetting=HyDE Optimized2026.05 | 68 | |
| Qwen3-Embedding-8BSetting=Rerank-only2026.05 | 68 | |
| Qwen3-Embedding-8BSetting=Rerank-only2026.05 | 68 | |
| Llama-Embed-Nemotron-8BSetting=Optimized2026.05 | 67 | |
| Llama-Embed-Nemotron-8BSetting=Optimized2026.05 | 67 | |
| Llama-Embed-Nemotron-8BSetting=Optimized2026.05 | 67 | |
| Qwen3-Embedding-0.6BSetting=Optimized2026.05 | 65 | |
| Qwen3-Embedding-0.6BSetting=HyDE Optimized2026.05 | 65 | |
| Llama-Embed-Nemotron-8BSetting=Rerank-only2026.05 | 65 | |
| Llama-Embed-Nemotron-8BSetting=HyDE Optimized2026.05 | 65 | |
| Qwen3-Embedding-0.6BSetting=Optimized2026.05 | 65 | |
| Llama-Embed-Nemotron-8BSetting=Rerank-only2026.05 | 65 | |
| Qwen3-Embedding-0.6BSetting=Optimized2026.05 | 65 | |
| Llama-Embed-Nemotron-8BSetting=Rerank-only2026.05 | 65 | |
| Qwen3-Embedding-0.6BSetting=Rerank-only2026.05 | 62 | |
| E5-Mistral-7BSetting=HyDE Optimized2026.05 | 62 | |
| Qwen3-Embedding-0.6BSetting=Rerank-only2026.05 | 62 | |
| Qwen3-Embedding-0.6BSetting=Rerank-only2026.05 | 62 | |
| Qwen3-Embedding-8BSetting=Original2026.05 | 61 | |
| Qwen3-Embedding-8BSetting=Original2026.05 | 61 | |
| Qwen3-Embedding-8BSetting=Original2026.05 | 61 | |
| E5-Mistral-7BSetting=Optimized2026.05 | 60 | |
| E5-Mistral-7BSetting=Optimized2026.05 | 60 | |
| E5-Mistral-7BSetting=Optimized2026.05 | 60 | |
| Linq-Embed-MistralSetting=Rerank-only2026.05 | 59 | |
| Linq-Embed-MistralSetting=Rerank-only2026.05 | 59 | |
| Linq-Embed-MistralSetting=Rerank-only2026.05 | 59 | |
| Qwen3-Embedding-8BSetting=HyDE2026.05 | 58 | |
| Qwen3-Embedding-0.6BSetting=HyDE2026.05 | 55 | |
| E5-Mistral-7BSetting=Rerank-only2026.05 | 55 | |
| E5-Mistral-7BSetting=Rerank-only2026.05 | 55 | |
| E5-Mistral-7BSetting=Rerank-only2026.05 | 55 | |
| Qwen3-Embedding-0.6BSetting=Original2026.05 | 54 | |
| Llama-Embed-Nemotron-8BSetting=Original2026.05 | 54 | |
| Qwen3-Embedding-0.6BSetting=Original2026.05 | 54 | |
| Llama-Embed-Nemotron-8BSetting=Original2026.05 | 54 | |
| Qwen3-Embedding-0.6BSetting=Original2026.05 | 54 | |
| Llama-Embed-Nemotron-8BSetting=Original2026.05 | 54 | |
| Llama-Embed-Nemotron-8BSetting=HyDE2026.05 | 51 | |
| Linq-Embed-MistralSetting=Original2026.05 | 51 | |
| Linq-Embed-MistralSetting=Optimized2026.05 | 51 | |
| Linq-Embed-MistralSetting=Original2026.05 | 51 | |
| Linq-Embed-MistralSetting=Optimized2026.05 | 51 | |
| Linq-Embed-MistralSetting=Original2026.05 | 51 | |
| Linq-Embed-MistralSetting=Optimized2026.05 | 51 | |
| Linq-Embed-MistralSetting=HyDE2026.05 | 50 | |
| Linq-Embed-MistralSetting=HyDE Optimized2026.05 | 50 | |
| E5-Mistral-7BSetting=Original2026.05 | 48 | |
| E5-Mistral-7BSetting=Original2026.05 | 48 | |
| E5-Mistral-7BSetting=Original2026.05 | 48 | |
| E5-Mistral-7BSetting=HyDE2026.05 | 46 |