Machine Unlearning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
75.9Accuracy
21
Apr 10, 2026
76.5Accuracy
21
Apr 10, 2026
85.2Accuracy
21
Apr 10, 2026
76.01Accuracy
21
Apr 10, 2026
94Accuracy
21
Apr 10, 2026
95.37Accuracy
21
Apr 10, 2026
94.02Accuracy
21
Apr 10, 2026
94.74Accuracy
21
Apr 10, 2026
75.85MU
21
Mar 4, 2026
74.16Acc (Bio)
21
Apr 21, 2026
99.999RA
20
Apr 14, 2026
53.2Efficacy AUC
20
Feb 26, 2026
0.143Loss
20
Feb 26, 2026
0.005Average Gap
20
Feb 26, 2026
0.388Average Gap
20
Feb 26, 2026
0.175Average Gap
20
Feb 26, 2026
0Average Gap
20
Feb 26, 2026
0Avg Gap
20
Feb 26, 2026
33.4Recall (P1, D_fk)
19
Apr 27, 2026
99.99Accuracy ($D_f$)
19
Mar 30, 2026
3.02MIA
19
Apr 13, 2026
99.98RA
19
Mar 19, 2026
4.32MIA
19
Apr 13, 2026
85.4FQ Score
18
Jun 5, 2026
100Test Accuracy (TA)
18
May 19, 2026