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Federated Unlearning on FEMNIST
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398
Average Unlearning Time (s)
GA-Naive
257.24
1,207.37
2,157.5
3,107.63
Apr 14, 2026
Apr 24, 2026
May 4, 2026
May 15, 2026
May 25, 2026
Jun 4, 2026
Jun 15, 2026
Average Unlearning Time (s)
Speedup
Rounds
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Unlearning Time (s)
Speedup
Rounds
GA-Naive
Backbone=FedRep
2026.06
398
9.8
20
pFedUL
Backbone=FedRep
2026.06
468
8.4
0
PEV
2026.04
475
-
-
FedEraser
2026.04
517
-
-
Fine-tune
Backbone=FedRep
2026.06
615
6.4
30
FedRecovery
2026.04
748
-
-
VeriFi
2026.04
850
-
-
FedEraser-adapt.
Backbone=FedRep
2026.06
1,089
3.6
55
Retrain
2026.04
1,452
-
-
Retrain
Backbone=FedRep
2026.06
3,917
1
200
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