Membership Inference Attack on Amazon Reviews benchmark leaderboard · SOTA2 Research

Membership Inference Attack on Amazon Reviews

0.901AUCWBC

Evaluation Results

Method	Links
WBC2026.01		0.901	0.715	0.163	0.017
Ensemble2026.01		0.819	0.497	0.067	0
SPV-MIA2026.01		0.812	0.472	0.085	0.003
Difference2026.01		0.804	0.372	0.015	0.001
Ratio2026.01		0.799	0.351	0.014	0.001
Lowercase2026.01		0.529	0.119	0.014	0.002
Loss2026.01		0.523	0.11	0.01	0.001
ZLIB2026.01		0.523	0.113	0.009	0.001
Min-K%++2026.01		0.523	0.114	0.011	0.001
ReCall2026.01		0.523	0.11	0.01	0.001
Min-K%2026.01		0.521	0.11	0.012	0.001
DC-PDD2026.01		0.517	0.105	0.013	0.001
CON-Recall2026.01		0.514	0.111	0.009	0.001
BoWs2026.01		0.492	0.09	0.008	0.001