Machine Unlearning on CIFAR-10 Random Forget 50% (train) benchmark leaderboard · SOTA2 Research

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

100Unlearn AccRL

Evaluation Results

Method	Links
RL2025.12		100	100	94.54	0.4	6.75
GA2025.12		100	100	94.57	0.35	6.77
BS2025.12		100	100	94.59	0.38	6.76
SalUn2025.12		100	100	94.57	0.33	6.77
FT2026.04		98.2	98.9	93.3	71.6	0.029
SCRUB2026.04		97.4	99.7	93.6	77	0.041
SALUN2026.04		95.2	96.5	90.6	71.8	0.021
IEU w/GA2026.04		95.2	99.1	91.3	78.3	0.033
Amun2025.12		92.77	95.66	89.43	14.13	2.52
Retrain2025.12		92.09	100	91.85	16.78	0
Amun+Salun2025.12		91.9	96.59	89.98	13.07	2.35
IEU w/GA+Noisy2026.04		91.5	98.2	90.4	71.9	0.007
RL2026.04		90.7	97.3	88.7	71.4	0.011
IEU w/Noisy2026.04		90.4	97.8	89.5	74.8	0.015
Retraining2026.04		90.2	99.3	90.3	71.4	0