Machine Unlearning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
-89.6Privacy Leakage
90
Jun 11, 2026
86.6Forget Quality
82
Jun 25, 2026
65Aggregation Score
81
May 19, 2026
24.8Bio Accuracy
74
Apr 24, 2026
4.8ASG
74
Apr 24, 2026
-99.87Privacy Leakage
72
Jun 18, 2026
52Model Utility (MU)
67
Jun 29, 2026
100Model Accuracy
66
Jun 24, 2026
92.75Retain Acc
66
Jun 25, 2026
1Forget Quality (FQ)
60
Jun 25, 2026
0Forget Quality (FQ)
59
Jun 25, 2026
96.9Retain Accuracy
58
Jun 17, 2026
66Aggregation Score
54
May 14, 2026
75.85Model Utility (MU)
53
May 14, 2026
80.1Average Score
53
Jun 29, 2026
66.38Retain Accuracy
48
Apr 10, 2026
76.01Retain Accuracy
48
Apr 10, 2026
95.37Retain Accuracy
48
Apr 10, 2026
94.74Retain Accuracy
48
Apr 10, 2026
66.52Retain Accuracy
48
May 12, 2026
0.99Forget Quality (Rouge-L)
48
Mar 19, 2026
82.86ToW (High)
48
Mar 10, 2026
100Forget Accuracy
48
Feb 27, 2026
100Forgetting Accuracy (Class)
48
Feb 27, 2026
100ROUGE-L
48
May 19, 2026