Machine Unlearning on CIFAR-10 10% random unlearning benchmark leaderboard · SOTA2 Research

Machine Unlearning on CIFAR-10 10% random unlearning

0PGHRetrain

Evaluation Results

Method	Links
Retrain2026.03		0	0	0	5.35	0	100	0	94.25
Retrain2026.03		0	0	0	0.02	0	99.98	0	94.45
Retrain2026.03		0	0	0	0.18	0	99.43	0	93.89
GA2026.03		5.23	0.17	4.8	0.55	4.8	99.52	0.48	94.57
BE2026.03		5.3	0.17	4.83	0.52	0.48	99.52	0.29	94.54
BS2026.03		5.31	0.17	4.82	0.53	0.49	99.51	0.28	94.53
MUNBa2026.03		5.39	0.14	4.39	0.96	0.03	99.97	0.19	94.44
SalUn2026.03		5.4	0.15	3.89	1.46	0.14	99.86	0.08	94.17
SPM2026.03		5.54	0.19	0.16	0.02	0.55	99.98	0.56	94.45
FT2026.03		5.89	0.19	4.46	0.89	0.16	99.84	0.32	93.93
l1-sparse2026.03		6.03	0.19	4.29	1.06	0.24	99.76	0.5	93.75
IU2026.03		26.6	1.69	17.15	22.5	22.32	77.68	21.09	73.16