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ResearchFormerly WizWand

Information Retrieval on NFCorpus (MAP)

27MAPLlama-Embed-Nemotron-8B
-0.8726.36413.620.836May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Llama-Embed-Nemotron-8BSetting=Original2026.0527
Llama-Embed-Nemotron-8BSetting=Optimized2026.0527
Llama-Embed-Nemotron-8BSetting=Rerank-only2026.0526
Llama-Embed-Nemotron-8BSetting=HyDE Optimized2026.0526
Qwen3-Embedding-8BSetting=Optimized2026.0525
Qwen3-Embedding-8BSetting=HyDE Optimized2026.0525
Qwen3-Embedding-0.6BSetting=HyDE Optimized2026.0524
Qwen3-Embedding-8BSetting=Original2026.0524
Qwen3-Embedding-8BSetting=Rerank-only2026.0524
Qwen3-Embedding-8BSetting=HyDE2026.0524
Llama-Embed-Nemotron-8BSetting=HyDE2026.0524
Linq-Embed-MistralSetting=Original2026.0524
Linq-Embed-MistralSetting=Rerank-only2026.0524
Linq-Embed-MistralSetting=Optimized2026.0524
E5-Mistral-7BSetting=Optimized2026.0524
E5-Mistral-7BSetting=HyDE Optimized2026.0524
Qwen3-Embedding-0.6BSetting=Optimized2026.0523
Linq-Embed-MistralSetting=HyDE2026.0523
Linq-Embed-MistralSetting=HyDE Optimized2026.0523
Qwen3-Embedding-0.6BSetting=HyDE2026.0522
E5-Mistral-7BSetting=Rerank-only2026.0522
Qwen3-Embedding-0.6BSetting=Rerank-only2026.0521
E5-Mistral-7BSetting=Original2026.0521
E5-Mistral-7BSetting=HyDE2026.0521
Qwen3-Embedding-0.6BSetting=Original2026.0520
Llama-Embed-Nemotron-8BSetting=Original2026.050.27
Llama-Embed-Nemotron-8BSetting=Optimized2026.050.27
Llama-Embed-Nemotron-8BSetting=Rerank-only2026.050.26
Qwen3-Embedding-8BSetting=Optimized2026.050.25
Qwen3-Embedding-8BSetting=Original2026.050.24
Qwen3-Embedding-8BSetting=Rerank-only2026.050.24
Linq-Embed-MistralSetting=Original2026.050.24
Linq-Embed-MistralSetting=Rerank-only2026.050.24
Linq-Embed-MistralSetting=Optimized2026.050.24
E5-Mistral-7BSetting=Optimized2026.050.24
Qwen3-Embedding-0.6BSetting=Optimized2026.050.23
E5-Mistral-7BSetting=Rerank-only2026.050.22
Qwen3-Embedding-0.6BSetting=Rerank-only2026.050.21
E5-Mistral-7BSetting=Original2026.050.21
Qwen3-Embedding-0.6BSetting=Original2026.050.2