Federated Unlearning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
80Pretrain Accuracy
26
May 26, 2026
65.93Pre-training Accuracy
20
Feb 26, 2026
68.7Pretrain Accuracy
20
Feb 26, 2026
99.13Pretrain Accuracy
20
Feb 26, 2026
99.2Pre-training Accuracy
20
Feb 26, 2026
1.85Running Time (sec)
15
Jun 16, 2026
100Accuracy
14
Feb 26, 2026
81.58Pre-training Accuracy
12
Feb 26, 2026
0.991Accuracy (Pretrain)
12
Feb 26, 2026
79.72Pretrain Accuracy
12
Feb 26, 2026
73.85Pretrain Accuracy
12
Feb 26, 2026
99.14Pretrain Acc
12
Feb 26, 2026
63.64Pretrain Accuracy
12
Feb 26, 2026
50.07Forget Accuracy (FA)
11
Mar 17, 2026
69.78Forget Accuracy
11
Mar 17, 2026
34.56Forget Accuracy (FA)
11
Mar 17, 2026
77.37Forget Accuracy
11
Mar 17, 2026
97.38TA
10
May 26, 2026
91.44Target Accuracy (TA)
10
May 26, 2026
398Average Unlearning Time (s)
10
Jun 16, 2026
0.98Communication Overhead (MB)
10
Mar 17, 2026
0.98Communication Overhead (MB)
10
Mar 17, 2026
93.49Pretraining Accuracy
10
Feb 26, 2026
49.07Pretrain Accuracy
10
Feb 26, 2026
58.54Pretrain Accuracy
10
Feb 26, 2026