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Benchmarks
Membership Inference on PMC
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99.9
AUC
DistractMIA
40.516
55.933
71.35
86.767
May 12, 2026
AUC
Updated 20d ago
Evaluation Results
Method
Method
Links
AUC
DistractMIA
K=30
2026.05
99.9
DistractMIA
K=10
2026.05
95.4
DistractMIA
K=1
2026.05
69.2
Min-K%
K=30
2026.05
60.7
MaxRényi-K%
K=30
2026.05
60.4
MaxRényi-K%
K=10
2026.05
56.5
Perplexity
K=30
2026.05
55.6
MaxRényi-K%
K=1
2026.05
54.5
Perplexity
K=10
2026.05
52.4
Perplexity
K=1
2026.05
52.3
Min-K%
K=10
2026.05
51.7
Image Infer (R)
K=10
2026.05
51.2
Min-K%
K=1
2026.05
49.8
Image Infer (R)
K=1
2026.05
48.6
Image Infer (R)
K=30
2026.05
42.8
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