Unlearning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
-99.811Privacy Leak
55
Mar 31, 2026
0.51PrivLeak
40
Feb 26, 2026
0.38Unlearning Time (s)
32
May 6, 2026
1.07Unlearning Time (s)
31
May 6, 2026
1Forget Quality
25
May 15, 2026
0.954rL
24
May 19, 2026
86Unlearn Score
24
Mar 31, 2026
55.6Retain
22
May 15, 2026
55.4BF16 Precision
22
May 15, 2026
66.6A_Dr
22
Apr 10, 2026
71.3A_Dr
22
Apr 10, 2026
79.3Task Accuracy
21
Jul 7, 2026
90.12Task Accuracy
21
Jul 7, 2026
73.58Task Accuracy
21
Jul 7, 2026
99.82Task Accuracy
21
Jul 7, 2026
100Unlearn Efficacy
18
Apr 2, 2026
66.85FB Score
17
Apr 16, 2026
68.28FB
17
Apr 16, 2026
68.7Concept Accuracy
16
Jul 7, 2026
58.4VerbMem (w/o Q)
15
Apr 21, 2026
73.3CS Score
14
May 27, 2026
0.755CS Score
14
May 27, 2026
85.6Forget Quality (FB)
13
Jun 16, 2026
39.99R-Forget-500
13
Feb 26, 2026
32.13R-Forget
13
Feb 26, 2026