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Membership Detection on PeS2o
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0.95
M Metric
Maximum
-0.038
0.2185
0.475
0.7315
Dec 18, 2025
M Metric
NM Metric
NM/M Ratio
Updated 4d ago
Evaluation Results
Method
Method
Links
M Metric
NM Metric
NM/M Ratio
Maximum
Target Model=Pythia 410m
2025.12
0.95
1
1.05
STAMP
Target Model=Pythia 410m
2025.12
0.15
0.46
3.07
LLM-DI
Target Model=Pythia 410m
2025.12
0.02
0.17
8.5
Random
Target Model=Pythia 410m
2025.12
0.001
0.11
100
SPECTRA
Target Model=Pythia 410m
2025.12
0
0.003
2,000,000,000
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