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ResearchFormerly WizWand

Information Retrieval on ARGKP 21

83MAPQwen3-Embedding-8B
53.8861.446976.56May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Qwen3-Embedding-8BSetting=Optimized2026.0583
Qwen3-Embedding-8BSetting=Optimized2026.0583
Qwen3-Embedding-8BSetting=HyDE Optimized2026.0581
Qwen3-Embedding-0.6BSetting=Optimized2026.0579
Qwen3-Embedding-0.6BSetting=Optimized2026.0579
Qwen3-Embedding-8BSetting=Rerank-only2026.0578
Qwen3-Embedding-8BSetting=Rerank-only2026.0578
Qwen3-Embedding-8BSetting=Original2026.0577
E5-Mistral-7BSetting=Optimized2026.0577
Qwen3-Embedding-8BSetting=Original2026.0577
E5-Mistral-7BSetting=Optimized2026.0577
Qwen3-Embedding-0.6BSetting=HyDE Optimized2026.0575
Llama-Embed-Nemotron-8BSetting=Optimized2026.0574
E5-Mistral-7BSetting=HyDE Optimized2026.0574
Llama-Embed-Nemotron-8BSetting=Optimized2026.0574
Qwen3-Embedding-0.6BSetting=Rerank-only2026.0573
Linq-Embed-MistralSetting=Rerank-only2026.0573
Qwen3-Embedding-0.6BSetting=Rerank-only2026.0573
Linq-Embed-MistralSetting=Rerank-only2026.0573
Llama-Embed-Nemotron-8BSetting=HyDE Optimized2026.0572
Qwen3-Embedding-8BSetting=HyDE2026.0571
E5-Mistral-7BSetting=Rerank-only2026.0569
E5-Mistral-7BSetting=Rerank-only2026.0569
Linq-Embed-MistralSetting=Optimized2026.0568
Linq-Embed-MistralSetting=Optimized2026.0568
Qwen3-Embedding-0.6BSetting=Original2026.0567
Llama-Embed-Nemotron-8BSetting=Rerank-only2026.0567
Linq-Embed-MistralSetting=Original2026.0567
Qwen3-Embedding-0.6BSetting=Original2026.0567
Llama-Embed-Nemotron-8BSetting=Rerank-only2026.0567
Linq-Embed-MistralSetting=Original2026.0567
E5-Mistral-7BSetting=Original2026.0563
E5-Mistral-7BSetting=Original2026.0563
Qwen3-Embedding-0.6BSetting=HyDE2026.0560
Llama-Embed-Nemotron-8BSetting=Original2026.0559
Linq-Embed-MistralSetting=HyDE2026.0559
Linq-Embed-MistralSetting=HyDE Optimized2026.0559
Llama-Embed-Nemotron-8BSetting=Original2026.0559
E5-Mistral-7BSetting=HyDE2026.0556
Llama-Embed-Nemotron-8BSetting=HyDE2026.0555