Federated Unlearning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
4.14Running Time (sec)
10
Jun 16, 2026
1.3Running time (sec)
10
Apr 15, 2026
53.6MIA Accuracy
8
Jun 16, 2026
56.1MIA Accuracy
8
Jun 16, 2026
54.3MIA Accuracy
8
Jun 16, 2026
69.95Accuracy (Group 95-100%)
8
May 26, 2026
74.78Accuracy (Group [95%, 100%])
8
May 26, 2026
77.1Accuracy (Group 95%-100%)
8
May 26, 2026
77.87Accuracy (Group [95%, 100%])
8
May 26, 2026
56.09Accuracy (Group 95-100%)
8
May 26, 2026
60.67Accuracy (Group [95%, 100%])
8
May 26, 2026
380Time (s)
6
Apr 30, 2026
350Training Time (s)
6
Apr 30, 2026
295Training Time (s)
6
Apr 30, 2026
0Average Gap
6
Feb 26, 2026
6.23Communication Overhead (MB)
5
Apr 1, 2026
6.2Communication Overhead (MB)
5
Apr 1, 2026
6.2Communication Overhead (MB)
5
Apr 1, 2026
22.33Unlearning Runtime (s)
5
Feb 26, 2026
0.79Running Time (s)
5
Feb 26, 2026
87.66Accuracy
5
Feb 26, 2026
0F-Acc
5
Feb 26, 2026
99.96Accuracy
4
Feb 26, 2026
50.81Accuracy
2
Feb 26, 2026