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Machine Unlearning on CIFAR-10 Random Forget 50% (train)

100Unlearn Acc

RL

Updated 6d ago

Evaluation Results

Method	Links
RL 2025.12		100	100	94.54	0.4	6.75
GA 2025.12		100	100	94.57	0.35	6.77
BS 2025.12		100	100	94.59	0.38	6.76
SalUn 2025.12		100	100	94.57	0.33	6.77
FT 2026.04		98.2	98.9	93.3	71.6	0.029
SCRUB 2026.04		97.4	99.7	93.6	77	0.041
SALUN 2026.04		95.2	96.5	90.6	71.8	0.021
IEU w/GA 2026.04		95.2	99.1	91.3	78.3	0.033
Amun 2025.12		92.77	95.66	89.43	14.13	2.52
Retrain 2025.12		92.09	100	91.85	16.78	0
Amun+Salun 2025.12		91.9	96.59	89.98	13.07	2.35
IEU w/GA+Noisy 2026.04		91.5	98.2	90.4	71.9	0.007
RL 2026.04		90.7	97.3	88.7	71.4	0.011
IEU w/Noisy 2026.04		90.4	97.8	89.5	74.8	0.015
Retraining 2026.04		90.2	99.3	90.3	71.4	0