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Membership Inference Attack on VL-MIA TEXT (TEXTLEN=32)

78.2Accuracy

AutoMIA (Agent)

Updated 16d ago

Evaluation Results

Method	Links
AutoMIA (Agent) 2026.04		78.2
AutoMIA (Agent) 2026.04		76.2
MoDRényi 2026.04		73.7
AutoMIA (Agent) 2026.04		73.7
MoDRényi 2026.04		73.5
Perplexity 2026.04		72.7
MoDRényi 2026.04		72.3
Perplexity 2026.04		71.7
MoDRényi 2026.04		71.5
Min-k Prob 2026.04		67.2
Perplexity 2026.04		67
MoDRényi 2026.04		66.3
MoDRényi 2026.04		66
Rényi 2026.04		63.3
Max Prob Gap 2026.04		62.7
Min-k Prob 2026.04		62.7
MoDRényi 2026.04		61.7
Min-k Prob 2026.04		61.3
Rényi 2026.04		61.2
Min-k Prob 2026.04		59.8
MoDRényi 2026.04		59.7
Rényi 2026.04		59.5
Max Prob Gap 2026.04		58.8
Min-k Prob 2026.04		58
Min-k Prob 2026.04		57.5
Min-k Prob 2026.04		57.2
MoDRényi 2026.04		56.8
Rényi 2026.04		55
Rényi 2026.04		54.8
Min-k Prob 2026.04		52.2
Max Prob Gap 2026.04		51.3
Rényi 2026.04		51.3
Min-k Prob 2026.04		50.7