Machine Unlearning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
54.33Zero-Shot Accuracy
18
May 15, 2026
80Zero-Shot Accuracy
18
May 15, 2026
29.16Accuracy
18
May 15, 2026
96.46Accuracy
18
May 15, 2026
81.16Accuracy
18
May 15, 2026
84.8Target Performance
18
May 15, 2026
100Unlearning Accuracy (UA)
18
Jun 4, 2026
-0.1Log-scaled Forget Quality (1%)
18
Apr 21, 2026
54.67Zero-Shot Retention Accuracy
18
May 15, 2026
-81.257FQ Score
18
Feb 26, 2026
-238.973FQ
18
Feb 26, 2026
-2.17FQ
18
Feb 26, 2026
76.7Accuracy (garbage truck)
18
Feb 26, 2026
85Aggregation Metric
17
Jun 1, 2026
51.06Unlearning Accuracy (UA)
17
May 19, 2026
32.13R-Forget
17
Feb 26, 2026
0.002Sigma
16
Jul 8, 2026
0.365Performance (BF16)
16
May 15, 2026
53.7BF16 Performance
16
May 15, 2026
56BF16 Score
16
May 15, 2026
0.803BF16 Score
16
May 15, 2026
96.74Average Score
16
May 15, 2026
95.4Average Score
16
May 15, 2026
99.9Accuracy Dr (Train)
16
Apr 13, 2026
99.9Utility (Accuracy, Train, Retained Data)
16
Apr 13, 2026