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ResearchFormerly WizWand

Evidence Retrieval on FAKEWIKI Clean

78.1Recall@10SCORINGMODEL
-3.12417.96339.0560.137May 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SCORINGMODELTarget Model=Qwen3-8B2026.0578.1
SCORINGMODELTarget Model=Llama-3.1-8B2026.0576.7
STEERFUSETarget Model=Qwen3-8B2026.0576.4
STEERFUSETarget Model=Llama-3.1-8B2026.0557.8
BGE-baseTarget Model=Qwen3-8B, Query Type=QA2026.0543.1
SBERT-MiniLMTarget Model=Qwen3-8B, Query Type=QA2026.0539.7
SBERT-MPNetTarget Model=Qwen3-8B, Query Type=QA2026.0538.1
BGE-baseTarget Model=Llama-3.1-8B, Query Type=QA2026.0533.3
ContrieverTarget Model=Qwen3-8B, Query Type=answer2026.0532.4
BGE-baseTarget Model=Qwen3-8B, Query Type=answer2026.0530.8
ContrieverTarget Model=Qwen3-8B, Query Type=QA2026.0530.1
SBERT-MPNetTarget Model=Llama-3.1-8B, Query Type=QA2026.0529.1
SBERT-MiniLMTarget Model=Llama-3.1-8B, Query Type=QA2026.0528.9
SBERT-MiniLMTarget Model=Qwen3-8B, Query Type=answer2026.0528.4
SBERT-MPNetTarget Model=Qwen3-8B, Query Type=answer2026.0525.5
Finetuned EmbedSimTarget Model=Qwen3-8B2026.0517.4
Finetuned EmbedSimTarget Model=Llama-3.1-8B2026.0516.9
ContrieverTarget Model=Llama-3.1-8B, Query Type=QA2026.055.1
BGE-baseTarget Model=Llama-3.1-8B, Query Type=answer2026.054.3
SBERT-MiniLMTarget Model=Llama-3.1-8B, Query Type=answer2026.053.7
SBERT-MPNetTarget Model=Llama-3.1-8B, Query Type=answer2026.053.6
ContrieverTarget Model=Llama-3.1-8B, Query Type=answer2026.053.6
MinHashTarget Model=Qwen3-8B, Query Type=answer2026.050.1
MinHashTarget Model=Qwen3-8B, Query Type=QA2026.050.1
MinHashTarget Model=Llama-3.1-8B, Query Type=answer2026.050
MinHashTarget Model=Llama-3.1-8B, Query Type=QA2026.050