Membership Inference Attack on WikiText-103 benchmark leaderboard · SOTA2 Research

Membership Inference Attack on WikiText-103

0.784AUCWBC

Evaluation Results

Method	Links
WBC2026.01		0.784	0.42	0.028	0.004
Ensemble2026.01		0.599	0.187	0.035	0.003
SPV-MIA2026.01		0.592	0.176	0.028	0.002
Difference2026.01		0.591	0.169	0.014	0.001
Ratio2026.01		0.58	0.152	0.013	0.001
Min-K%++2026.01		0.538	0.114	0.016	0.001
Min-K%2026.01		0.537	0.116	0.015	0.001
Lowercase2026.01		0.533	0.122	0.015	0.002
Loss2026.01		0.532	0.122	0.013	0.001
ReCall2026.01		0.532	0.122	0.013	0.001
ZLIB2026.01		0.531	0.129	0.012	0.001
DC-PDD2026.01		0.531	0.116	0.014	0.001
CON-Recall2026.01		0.527	0.121	0.011	0.001
BoWs2026.01		0.502	0.099	0.01	0.001