PrivacyLens
Benchmarks
TaskDatasetSOTA resultTrendResults
PrivacyLens (test)
0.15Privacy Leak Avg
34
PrivacyLens
52.9LR (%)
20
PrivacyLens
99.5QA Probing Accuracy
17
PrivacyLens
86.5Privacy Score
15
PrivacyLens judged by GPT-5.5 w/ high reasoning (held out)
38.3Leakage Rate
10
PrivacyLens Hierarchical, 5 agents
86Privacy Score
5
PrivacyLens Sequential, 4 agents
87Privacy Score
5
PrivacyLens Hierarchical
87.5Privacy Score
5
PrivacyLens Sequential
0.875Privacy Score
5