Membership Inference Attack
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100TPR@1%FPR
3
Jun 30, 2026
99.2TPR@1%FPR
3
Jun 30, 2026
100TPR@1%FPR
3
Jun 30, 2026
100TPR@1%FPR
3
Jun 30, 2026
100TPR@1%FPR
3
Jun 30, 2026
99.9TPR@1%FPR
3
Jun 30, 2026
100TPR@1%FPR
3
Jun 30, 2026
99.9TPR@1%FPR (NM/GM)
3
Jun 24, 2026
100TPR@1%FPR (NM/GM)
3
Jun 24, 2026
94AUC
3
Jun 16, 2026
0.85AUC
3
Jun 16, 2026
0.83AUC
3
Jun 16, 2026
89AUC
3
Jun 16, 2026
0.906AUC
3
May 29, 2026
0.839AUC
3
May 29, 2026
0.763AUC
3
May 29, 2026
59.4AUC
3
May 29, 2026
0.744AUC
3
May 29, 2026
74.3AUC
3
May 29, 2026
89.61MIA Success Rate
3
Apr 7, 2026
80.57MIA Success Rate
3
Apr 7, 2026
81.13MIA Success Rate
3
Apr 7, 2026
0.66PC
3
Feb 26, 2026
62PC
3
Feb 26, 2026
0.55PC
3
Feb 26, 2026