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ResearchFormerly WizWand

Question Answering on TQA PIA Attack (test)

76.4AccuracyReliabilityRAG
9.8427.1244.461.68May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ReliabilityRAGPos=25, top-k=502026.0576.47.6
ReliabilityRAGPos=50, top-k=502026.0576.45.4
RADARPos=50, top-k=502026.0570.616
RADARPos=25, top-k=502026.0570.416.2
RobustRAGPos=25, top-k=502026.0568.211.6
RobustRAGPos=50, top-k=502026.056811.4
RADARPos=1, top-k=502026.0564.626.2
InstructRAGPos=50, top-k=502026.0563.85.4
InstructRAGPos=25, top-k=502026.0563.64.6
Vanilla RAGPos=25, top-k=502026.0562.833.8
Vanilla RAGPos=50, top-k=502026.0562.630.2
RobustRAGPos=1, top-k=502026.056221.6
ReliabilityRAGPos=1, top-k=502026.0558.836
AstuteRAGPos=50, top-k=502026.0543.82
AstuteRAGPos=25, top-k=502026.05431.8
AstuteRAGPos=1, top-k=502026.05395.6
InstructRAGPos=1, top-k=502026.053158
Vanilla RAGPos=1, top-k=502026.0512.488.8