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Benchmarks
Retrieval-Augmented Generation on NQ
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95
F1 Score
PoisonedRAG (W)
64.84
72.67
80.5
88.33
Apr 8, 2026
F1 Score
L-ASR
V-ASR
PPL
RR
GE
RL
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
L-ASR
V-ASR
PPL
RR
GE
RL
PoisonedRAG (W)
2026.04
95
59
65
372.93
0
6.54
66
PoisonedRAG (B)
2026.04
94
54
61
55.11
28
2.21
100
RefineRAG
2026.04
89
90
85
118.33
1
0.66
55
Prompt Injection Attack
2026.04
75
80
75
107.01
100
0.88
100
Corpus Poisoning Attack
2026.04
66
0
0
8,209.98
100
9.11
36
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