Membership Inference Attack on PubMed Central benchmark leaderboard · SOTA2 Research

Membership Inference Attack on PubMed Central

0.814AUCSAMA

Evaluation Results

Method	Links
SAMA2026.01		0.814	44.2	13.2	1.1
SAMA2026.01		0.732	33.8	8.1	0.9
Ratio2026.01		0.555	12.8	1.8	0.3
CON-Recall2026.01		0.518	11.7	1.2	0.1
Ratio2026.01		0.514	11.4	1.1	0.1
SecMI2026.01		0.51	10.9	0.9	0.8
Neighbor2026.01		0.507	9.7	1	0
Neighbor2026.01		0.506	9.1	1.1	0
Lowercase2026.01		0.502	9.3	0.4	0
Lowercase2026.01		0.502	9.6	0.2	0
SecMI2026.01		0.501	10.2	0.9	0
Min-K%2026.01		0.5	11.9	0.8	0.2
Loss2026.01		0.498	11.4	1.6	0.1
CON-Recall2026.01		0.498	11.9	0.9	0
Min-K%2026.01		0.496	10.9	0.9	0.1
PIA2026.01		0.496	10.2	0.5	0
ReCall2026.01		0.495	8.8	0.7	0
Min-K%++2026.01		0.494	10.9	1.1	0
ReCall2026.01		0.493	9	0.7	0
Min-K%++2026.01		0.491	10.3	0.8	0
Loss2026.01		0.489	9.6	1	0.1
BoWs2026.01		0.489	10	0.2	0
BoWs2026.01		0.489	10	0.2	0
PIA2026.01		0.488	9.2	0.6	0
ZLIB2026.01		0.488	9.6	0.5	0.1
ZLIB2026.01		0.481	8.8	0.6	0