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ResearchFormerly WizWand

Information Retrieval on BANKING77

71MAPQwen3-Embedding-8B
-2.288816.738135.76554.7919May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Qwen3-Embedding-8BSetting=HyDE2026.0571
Qwen3-Embedding-8BSetting=Original2026.0568
Qwen3-Embedding-8BSetting=Rerank-only2026.0568
Qwen3-Embedding-8BSetting=Optimized2026.0568
Qwen3-Embedding-8BSetting=HyDE Optimized2026.0567
Llama-Embed-Nemotron-8BSetting=HyDE Optimized2026.0565
Llama-Embed-Nemotron-8BSetting=Optimized2026.0563
Llama-Embed-Nemotron-8BSetting=Original2026.0561
Llama-Embed-Nemotron-8BSetting=Rerank-only2026.0561
Llama-Embed-Nemotron-8BSetting=HyDE2026.0561
Qwen3-Embedding-0.6BSetting=Optimized2026.0560
Linq-Embed-MistralSetting=Rerank-only2026.0560
Qwen3-Embedding-0.6BSetting=HyDE Optimized2026.0559
Linq-Embed-MistralSetting=Original2026.0559
Linq-Embed-MistralSetting=Optimized2026.0559
E5-Mistral-7BSetting=Optimized2026.0558
E5-Mistral-7BSetting=HyDE Optimized2026.0557
Linq-Embed-MistralSetting=HyDE2026.0555
Linq-Embed-MistralSetting=HyDE Optimized2026.0555
E5-Mistral-7BSetting=Original2026.0555
E5-Mistral-7BSetting=Rerank-only2026.0555
Qwen3-Embedding-0.6BSetting=Original2026.0553
Qwen3-Embedding-0.6BSetting=Rerank-only2026.0553
Qwen3-Embedding-0.6BSetting=HyDE2026.0553
E5-Mistral-7BSetting=HyDE2026.0544
Qwen3-Embedding-8BSetting=Original2026.050.68
Qwen3-Embedding-8BSetting=Rerank-only2026.050.68
Qwen3-Embedding-8BSetting=Optimized2026.050.68
Llama-Embed-Nemotron-8BSetting=Optimized2026.050.63
Llama-Embed-Nemotron-8BSetting=Original2026.050.61
Llama-Embed-Nemotron-8BSetting=Rerank-only2026.050.61
Qwen3-Embedding-0.6BSetting=Optimized2026.050.6
Linq-Embed-MistralSetting=Rerank-only2026.050.6
Linq-Embed-MistralSetting=Original2026.050.59
Linq-Embed-MistralSetting=Optimized2026.050.59
E5-Mistral-7BSetting=Optimized2026.050.58
E5-Mistral-7BSetting=Original2026.050.55
E5-Mistral-7BSetting=Rerank-only2026.050.55
Qwen3-Embedding-0.6BSetting=Original2026.050.53
Qwen3-Embedding-0.6BSetting=Rerank-only2026.050.53