Single-class Unlearning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100Retain Accuracy
54
Jun 17, 2026
100Accuracy Retention (ACCr)
39
Jun 24, 2026
98.52Accuracy (Retain)
30
Jun 17, 2026
78.52ACCr
28
Feb 26, 2026
87.59Acc_ft
14
Jun 17, 2026
74.8Average Accuracy (r)
11
Apr 10, 2026
80.3Accuracy (r)
11
Apr 10, 2026
80.5Accuracy (Retained)
11
Apr 10, 2026
81.9Accuracy ($A_{D_T}^r$)
11
Apr 10, 2026
79Retained Accuracy (D->A)
11
Apr 10, 2026
82Accuracy (Target Domain)
11
Apr 10, 2026
79.1Retained Performance (A->D)
11
Apr 10, 2026
100Accuracy Forgotten
11
Feb 27, 2026
95.62FA
10
Apr 16, 2026
0.14FA
10
Apr 16, 2026
97.57FA
10
Apr 16, 2026
86.43FA
5
Apr 16, 2026
98.71FA
4
Apr 16, 2026
0.14FA
3
Apr 16, 2026
92.81FA
3
Apr 16, 2026
89.41FA (Forgetting Accuracy)
3
Apr 16, 2026
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—Primary metric
0
Feb 26, 2026