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ResearchFormerly WizWand

Evidence Retrieval on FAKEWIKI NoiseInjection

63.5Recall@10SCORINGMODEL
-2.43614.68231.848.918May 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SCORINGMODELTarget Model=Llama-3.1-8B2026.0563.5
SCORINGMODELTarget Model=Qwen3-8B2026.0562.1
STEERFUSETarget Model=Qwen3-8B2026.0551.1
STEERFUSETarget Model=Llama-3.1-8B2026.0538.1
ContrieverTarget Model=Qwen3-8B, Query Type=answer2026.0526.6
BGE-baseTarget Model=Qwen3-8B, Query Type=answer2026.0525.7
SBERT-MiniLMTarget Model=Qwen3-8B, Query Type=QA2026.0525
SBERT-MiniLMTarget Model=Qwen3-8B, Query Type=answer2026.0523.9
BGE-baseTarget Model=Qwen3-8B, Query Type=QA2026.0523.6
Finetuned EmbedSimTarget Model=Llama-3.1-8B2026.0523.1
SBERT-MPNetTarget Model=Qwen3-8B, Query Type=answer2026.0520.1
SBERT-MiniLMTarget Model=Llama-3.1-8B, Query Type=QA2026.0518.5
Finetuned EmbedSimTarget Model=Qwen3-8B2026.0516.4
ContrieverTarget Model=Qwen3-8B, Query Type=QA2026.0515
SBERT-MPNetTarget Model=Qwen3-8B, Query Type=QA2026.0514.8
BGE-baseTarget Model=Llama-3.1-8B, Query Type=QA2026.0513.8
BGE-baseTarget Model=Llama-3.1-8B, Query Type=answer2026.0513.1
SBERT-MiniLMTarget Model=Llama-3.1-8B, Query Type=answer2026.0512.9
ContrieverTarget Model=Llama-3.1-8B, Query Type=answer2026.0512.5
SBERT-MPNetTarget Model=Llama-3.1-8B, Query Type=answer2026.0511.6
SBERT-MPNetTarget Model=Llama-3.1-8B, Query Type=QA2026.059.8
ContrieverTarget Model=Llama-3.1-8B, Query Type=QA2026.057.1
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=answer2026.050.1
MinHashTarget Model=Llama-3.1-8B, Query Type=QA2026.050.1