Membership Inference Attack
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.99AUC
36
Jun 16, 2026
0.985AUC
36
Jun 16, 2026
0.72ROC AUC
36
Feb 26, 2026
100ROC AUC
36
Feb 26, 2026
94ROC AUC
36
Feb 26, 2026
97ROC AUC
36
Feb 26, 2026
71ROC AUC
36
Feb 26, 2026
1ROC AUC
36
Feb 26, 2026
74ROC AUC
36
Feb 26, 2026
0.974AUC
36
Feb 26, 2026
97.7AUC
36
Feb 26, 2026
94.2AUC
36
Feb 26, 2026
99.17AUROC
36
Feb 26, 2026
2TPR@1%FPR
35
Apr 1, 2026
1.7TPR @ 1% FPR
35
Apr 1, 2026
2.7TPR@1%FPR
35
Apr 1, 2026
26TPR@1%FPR
35
Apr 1, 2026
0.961AUC
33
Feb 26, 2026
86.7AUC
32
Apr 24, 2026
1AUC
32
Apr 24, 2026
94AUC
32
Apr 24, 2026
100AUC
32
Apr 24, 2026
0.876AUC
32
Mar 23, 2026
0.585AUC
30
Apr 6, 2026
70TPR @ 0.1% FPR
28
Jul 7, 2026