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Benchmarks
Membership Inference on 12 datasets mean over 32 replicates
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0.786
Offline AUC
BaVarIA-n
0.75376
0.76213
0.7705
0.77887
Mar 12, 2026
Offline AUC
Performance Delta (Online - Offline)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Offline AUC
Performance Delta (Online - Offline)
BaVarIA-n
K (number of shadow mo...
2026.03
0.786
0.034
BaVarIA-n
K (number of shadow mo...
2026.03
0.785
0.029
BaVarIA-t
K (number of shadow mo...
2026.03
0.784
0.031
BaVarIA-t
K (number of shadow mo...
2026.03
0.784
0.036
BaVarIA-t
K (number of shadow mo...
2026.03
0.778
0.015
LiRA
K (number of shadow mo...
2026.03
0.775
0.045
BaVarIA-n
K (number of shadow mo...
2026.03
0.773
0.013
LiRA
K (number of shadow mo...
2026.03
0.772
0.042
RMIA
K (number of shadow mo...
2026.03
0.77
0.008
RMIA
K (number of shadow mo...
2026.03
0.769
0.008
RMIA
K (number of shadow mo...
2026.03
0.763
0.009
LiRA
K (number of shadow mo...
2026.03
0.755
0.033
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