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Question Answering on TQA Poison Attack (test)

75.6AccuracyReliabilityRAG
35.87246.18656.566.814May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ReliabilityRAGPos=50, top-k=502026.0575.64.4
ReliabilityRAGPos=25, top-k=502026.0574.27.8
Vanilla RAGPos=50, top-k=502026.0573.815.6
RADARPos=50, top-k=502026.0570.415.2
RADARPos=25, top-k=502026.0569.616.8
Vanilla RAGPos=25, top-k=502026.0568.826
RobustRAGPos=50, top-k=502026.0568.811.4
RobustRAGPos=25, top-k=502026.0568.611.8
RADARPos=1, top-k=502026.056523.2
ReliabilityRAGPos=1, top-k=502026.0559.833.4
RobustRAGPos=1, top-k=502026.0559.426.2
InstructRAGPos=50, top-k=502026.0558.415.2
InstructRAGPos=25, top-k=502026.055717.2
AstuteRAGPos=25, top-k=502026.0543.45
AstuteRAGPos=50, top-k=502026.0543.24.4
AstuteRAGPos=1, top-k=502026.0538.610.6
InstructRAGPos=1, top-k=502026.0538.243
Vanilla RAGPos=1, top-k=502026.0537.458.4