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Membership Inference Attack on VL-MIA TEXT (TEXTLEN=64)

96.3Accuracy

AutoMIA (Agent)

Updated 16d ago

Evaluation Results

Method	Links
AutoMIA (Agent) 2026.04		96.3
MoDRényi 2026.04		96.2
Perplexity 2026.04		94.3
Min-k Prob 2026.04		80.8
Rényi 2026.04		80
AutoMIA (Agent) 2026.04		79.7
Perplexity 2026.04		75.8
Rényi 2026.04		75.8
MoDRényi 2026.04		75.5
AutoMIA (Agent) 2026.04		72.2
Min-k Prob 2026.04		64.2
Max Prob Gap 2026.04		60
Max Prob Gap 2026.04		55.5
Perplexity 2026.04		51.2
Max Prob Gap 2026.04		51.2
MoDRényi 2026.04		51.2
Min-k Prob 2026.04		50.2
Rényi 2026.04		50