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Machine Unlearning on CIFAR-100 30% class-wise data forgetting (train/test)

99.9Utility (Accuracy, Train, Retained Data)

Retraining

Updated 6d ago

Evaluation Results

Method	Links
Retraining 2026.04		99.9	63.8	0	0	0.833	0
IEU w/GA 2026.04		99.8	64	0	0	0.833	0.001
FT 2026.04		99.7	63.8	0.2	0.1	0.834	0.001
SCRUB 2026.04		99.3	77	0.2	0.2	0.833	0.008
FT 2026.04		99.2	75.7	0	0	0.833	0.004
RL 2026.04		99.2	62.5	0	0	0.833	0.004
IEU w/GA 2026.04		99	74.4	0	0	0.833	0.001
RL 2026.04		98.9	75	0	0	0.833	0.003
Retraining 2026.04		98.6	74.4	0	0	0.836	0
IEU w/Noisy 2026.04		98.2	64.2	0	0	0.835	0.005
IEU w/Noisy 2026.04		97.7	74.3	0	0	0.833	0.003
IEU w/GA+Noisy 2026.04		97.4	74.2	0	0	0.833	0.003
IEU w/GA+Noisy 2026.04		96.8	62.6	0	0	0.837	0.009
SCRUB 2026.04		96	64.5	0	0	0.838	0.01
SALUN 2026.04		89.7	69.7	1.7	1.2	0.83	0.034
SALUN 2026.04		74.9	58.4	0.4	0.3	0.839	0.063