Machine Unlearning on CIFAR-100 10% unlearning (train) benchmark leaderboard · SOTA2 Research

Machine Unlearning on CIFAR-100 10% unlearning (train)

0Average GapGold Std

Evaluation Results

Method	Links
Gold Std2025.03		0	0	112.25
Gold Std2025.03		0	0	3.39
LoTUS2025.03		0.0125	0.04	7.02
RndLbl2025.03		0.0175	0.06	12.79
SSD2025.03		0.0175	0.04	13.67
SCRUB2025.03		0.02	0.04	16.74
SalUn2025.03		0.02	0.06	38.15
UNSIR2025.03		0.025	0.08	10.69
Finetuning2025.03		0.0275	0.07	11.35
NegGrad+2025.03		0.0325	0.13	12.63
BadT2025.03		0.0375	0.17	9.18
LoTUS2025.03		0.12	1.67	0.3
BadT2025.03		0.13	4.3	0.34
SCRUB2025.03		0.165	3.04	0.54
UNSIR2025.03		0.2125	6.5	1.55
NegGrad+2025.03		0.3575	6.87	0.49
RndLbl2025.03		0.36	5.84	0.57
SalUn2025.03		0.3625	0.17	0.3
SSD2025.03		0.3675	3.05	0.45
Finetuning2025.03		0.4025	6.88	0.43