Machine Unlearning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
39.2Utility Retention (UA)
10
May 13, 2026
100Unlearning Accuracy (UA)
10
May 13, 2026
100Unlearning Accuracy (UA)
10
May 13, 2026
100UA
10
May 13, 2026
27.28UA
10
May 13, 2026
0KL Divergence (t)
10
May 12, 2026
0FKM (Knowledge Memorization Probe)
10
May 11, 2026
99.98RA
10
May 8, 2026
99.98Retention Accuracy
10
May 8, 2026
99.99Retention Accuracy (RA)
10
Apr 14, 2026
99.99Retention Accuracy (RA)
10
Apr 14, 2026
99.98Retention Accuracy (RA)
10
Apr 14, 2026
100Retention Accuracy (RA)
10
Apr 14, 2026
100RA
10
Apr 14, 2026
99.99RA (Retention Accuracy)
10
Apr 14, 2026
1.05Test Error
10
Apr 9, 2026
16.71Test Error
10
Apr 9, 2026
62.3Efficacy ASR
10
Mar 18, 2026
64.1Efficacy ASR
10
Mar 18, 2026
61.03Test Accuracy
10
Mar 13, 2026
61.22Test Accuracy
10
Mar 13, 2026
75.69Test Accuracy
10
Mar 13, 2026
75.67Test Accuracy
10
Mar 13, 2026
75.52Test Accuracy
10
Mar 13, 2026
94.18Test Accuracy
10
Mar 13, 2026