Information Retrieval on NFCorpus (MAP)
27MAPLlama-Embed-Nemotron-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| Llama-Embed-Nemotron-8BSetting=Original2026.05 | 27 | |
| Llama-Embed-Nemotron-8BSetting=Optimized2026.05 | 27 | |
| Llama-Embed-Nemotron-8BSetting=Rerank-only2026.05 | 26 | |
| Llama-Embed-Nemotron-8BSetting=HyDE Optimized2026.05 | 26 | |
| Qwen3-Embedding-8BSetting=Optimized2026.05 | 25 | |
| Qwen3-Embedding-8BSetting=HyDE Optimized2026.05 | 25 | |
| Qwen3-Embedding-0.6BSetting=HyDE Optimized2026.05 | 24 | |
| Qwen3-Embedding-8BSetting=Original2026.05 | 24 | |
| Qwen3-Embedding-8BSetting=Rerank-only2026.05 | 24 | |
| Qwen3-Embedding-8BSetting=HyDE2026.05 | 24 | |
| Llama-Embed-Nemotron-8BSetting=HyDE2026.05 | 24 | |
| Linq-Embed-MistralSetting=Original2026.05 | 24 | |
| Linq-Embed-MistralSetting=Rerank-only2026.05 | 24 | |
| Linq-Embed-MistralSetting=Optimized2026.05 | 24 | |
| E5-Mistral-7BSetting=Optimized2026.05 | 24 | |
| E5-Mistral-7BSetting=HyDE Optimized2026.05 | 24 | |
| Qwen3-Embedding-0.6BSetting=Optimized2026.05 | 23 | |
| Linq-Embed-MistralSetting=HyDE2026.05 | 23 | |
| Linq-Embed-MistralSetting=HyDE Optimized2026.05 | 23 | |
| Qwen3-Embedding-0.6BSetting=HyDE2026.05 | 22 | |
| E5-Mistral-7BSetting=Rerank-only2026.05 | 22 | |
| Qwen3-Embedding-0.6BSetting=Rerank-only2026.05 | 21 | |
| E5-Mistral-7BSetting=Original2026.05 | 21 | |
| E5-Mistral-7BSetting=HyDE2026.05 | 21 | |
| Qwen3-Embedding-0.6BSetting=Original2026.05 | 20 | |
| Llama-Embed-Nemotron-8BSetting=Original2026.05 | 0.27 | |
| Llama-Embed-Nemotron-8BSetting=Optimized2026.05 | 0.27 | |
| Llama-Embed-Nemotron-8BSetting=Rerank-only2026.05 | 0.26 | |
| Qwen3-Embedding-8BSetting=Optimized2026.05 | 0.25 | |
| Qwen3-Embedding-8BSetting=Original2026.05 | 0.24 | |
| Qwen3-Embedding-8BSetting=Rerank-only2026.05 | 0.24 | |
| Linq-Embed-MistralSetting=Original2026.05 | 0.24 | |
| Linq-Embed-MistralSetting=Rerank-only2026.05 | 0.24 | |
| Linq-Embed-MistralSetting=Optimized2026.05 | 0.24 | |
| E5-Mistral-7BSetting=Optimized2026.05 | 0.24 | |
| Qwen3-Embedding-0.6BSetting=Optimized2026.05 | 0.23 | |
| E5-Mistral-7BSetting=Rerank-only2026.05 | 0.22 | |
| Qwen3-Embedding-0.6BSetting=Rerank-only2026.05 | 0.21 | |
| E5-Mistral-7BSetting=Original2026.05 | 0.21 | |
| Qwen3-Embedding-0.6BSetting=Original2026.05 | 0.2 |